From 46a84be4759a10494afff86952308b84b12533cc Mon Sep 17 00:00:00 2001 From: Jonathan Maddock <78556175+jonmaddock@users.noreply.github.com> Date: Fri, 1 Mar 2024 12:39:42 +0000 Subject: [PATCH 01/13] Add objective function name to mfiles --- process/io/mfile.py | 46 ++++++++++++++++++++++--------------- source/fortran/numerics.f90 | 41 ++++++++++++++++++--------------- source/fortran/scan.f90 | 11 +++++---- 3 files changed, 55 insertions(+), 43 deletions(-) diff --git a/process/io/mfile.py b/process/io/mfile.py index eb1e67cad1..3a44cdff98 100755 --- a/process/io/mfile.py +++ b/process/io/mfile.py @@ -28,10 +28,10 @@ from collections import OrderedDict import logging -from sys import stderr import json +from typing import List, Union -LOG = logging.getLogger("mfile") +logger = logging.getLogger(__name__) class MFileVariable(dict): @@ -60,7 +60,7 @@ def __init__( self.var_flag = var_flag self.latest_scan = 0 super().__init__(*args, **kwargs) - LOG.debug( + logger.debug( "Initialising variable '{}': {}".format(self.var_name, self.var_description) ) @@ -85,7 +85,7 @@ def set_scan(self, scan_number, scan_value): self["scan{:02}".format(scan_number)] = scan_value if scan_number > self.latest_scan: self.latest_scan = scan_number - LOG.debug( + logger.debug( "Scan {} for variable '{}' == {}".format( scan_number, self.var_name, scan_value ) @@ -146,7 +146,7 @@ def __init__(self, item): self.get_number_of_scans = self.get_error def get_error(self, *args, **kwargs): - LOG.error("Key '{}' not in MFILE. KeyError! Check MFILE".format(self.item)) + logger.error("Key '{}' not in MFILE. KeyError! Check MFILE".format(self.item)) if self.item == "error_status": # Missing error_status key means Process exited prematurely, usually @@ -230,7 +230,7 @@ def __repr__(self): class MFile(object): def __init__(self, filename="MFILE.DAT"): """Class object to store the MFile Objects""" - LOG.info("Creating MFile class for file '{}'".format(filename)) + logger.info("Creating MFile class for file '{}'".format(filename)) self.filename = filename # self.data = MFileDataDictionary() # self.data = OrderedDict() @@ -241,9 +241,9 @@ def __init__(self, filename="MFILE.DAT"): self.mfile_modules["Misc"] = list() self.current_module = "Misc" if filename is not None: - LOG.info("Opening file '{}'".format(self.filename)) + logger.info("Opening file '{}'".format(self.filename)) self.open_mfile() - LOG.info("Parsing file '{}'".format(self.filename)) + logger.info("Parsing file '{}'".format(self.filename)) self.parse_mfile() def open_mfile(self): @@ -296,7 +296,8 @@ class or create a new class if it is the first instance of it. if "runtitle" in var_name: var_value = " ".join(line[2:]) else: - var_value = sort_value(line[2]) + # Pass all value "words" + var_value = sort_value(line[2:]) var_unit = get_unit(var_des) if len(line) >= 4: var_flag = line[3] @@ -374,18 +375,25 @@ def write_to_json(self, keys_to_write={}, scan=-1, verbose=False): json.dump(dict_to_write, fp, indent=4) -def sort_value(val): - """Function to sort out value line in MFILE.""" - if '"' in val: - return str(val.strip('"')) +def sort_value(value_words: List[str]) -> Union[str, float]: + """Parse value section of a line in MFILE. + + value_words is a list of strings, which is then parsed. + :param value_words: value of var in MFILE as list of strings + :type value_words: List[str] + :return: string or float representation of value list + :rtype: Union[str, float] + """ + if '"' in value_words[0]: + # First "word" begins with ": return words as single str + return " ".join(value_words).strip().strip('"').strip() else: try: - return float(val) - except ValueError as err: - print("Please fix this!", file=stderr) - print(err, file=stderr) - print(val) - exit() + # Attempt float conversion of first word + return float(value_words[0]) + except ValueError: + logger.exception(f"Can't parse value in MFILE: {value_words}") + raise def sort_brackets(var): diff --git a/source/fortran/numerics.f90 b/source/fortran/numerics.f90 index ebb117193b..50d4ffca89 100755 --- a/source/fortran/numerics.f90 +++ b/source/fortran/numerics.f90 @@ -383,6 +383,8 @@ module numerics real(dp) :: sqsumsq !! sqsumsq : sqrt of the sum of the square of the constraint residuals + character(len=40) :: objf_name + !! Description of the objective function real(dp) :: norm_objf !! Normalised objective function (figure of merit) real(dp) :: epsfcn @@ -421,25 +423,25 @@ subroutine init_numerics() ioptimz = 1 minmax = 7 lablmm = (/ & - 'major radius. ', & - 'not used. ', & - 'neutron wall load. ', & - 'P_tf + P_pf. ', & - 'fusion gain. ', & - 'cost of electricity. ', & - 'capital cost. ', & - 'aspect ratio. ', & - 'divertor heat load. ', & - 'toroidal field. ', & - 'total injected power. ', & - 'H plant capital cost. ', & - 'H production rate. ', & - 'pulse length. ', & - 'plant availability. ', & - 'min R0, max tau_burn. ', & - 'net electrical output.', & - 'Null figure of merit. ', & - 'max Q, max t_burn. ' & + 'major radius ', & + 'not used ', & + 'neutron wall load ', & + 'P_tf + P_pf ', & + 'fusion gain ', & + 'cost of electricity ', & + 'capital cost ', & + 'aspect ratio ', & + 'divertor heat load ', & + 'toroidal field ', & + 'total injected power ', & + 'H plant capital cost ', & + 'H production rate ', & + 'pulse length ', & + 'plant availability ', & + 'min R0, max tau_burn ', & + 'net electrical output ', & + 'Null figure of merit ', & + 'max Q, max t_burn ' & /) ncalls = 0 @@ -558,6 +560,7 @@ subroutine init_numerics() lablxc = '' ! Issue 287 iteration variables are now defined in module define_iteration_variables in iteration variables.f90 sqsumsq = 0.0D0 + objf_name = "" norm_objf = 0.0D0 epsfcn = 1.0D-3 epsvmc = 1.0D-6 diff --git a/source/fortran/scan.f90 b/source/fortran/scan.f90 index 1bf55ca9e2..178ccf850a 100644 --- a/source/fortran/scan.f90 +++ b/source/fortran/scan.f90 @@ -886,7 +886,6 @@ subroutine post_optimise(ifail) real(dp), dimension(ipeqns) :: con1, con2, err character(len=1), dimension(ipeqns) :: sym character(len=10), dimension(ipeqns) :: lab - character(len=30) :: strfom character(len=60) :: string1, string2 ! !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! @@ -955,9 +954,12 @@ subroutine post_optimise(ifail) ! call ovarin(nout,'VMCON error flag','(ifail)',ifail) ! end if + objf_name = '"'//trim(lablmm(abs(minmax)))//'"' + ! Quotes required for string parsing in MFILE + call ovarst(nout,'Objective function name','(objf_name)',objf_name) + call ovarre(nout,'Normalised objective function','(norm_objf)',norm_objf, 'OP ') call ovarre(nout,'Square root of the sum of squares of the constraint residuals','(sqsumsq)',sqsumsq, 'OP ') call ovarre(nout,'VMCON convergence parameter','(convergence_parameter)',convergence_parameter, 'OP ') - call ovarre(nout,'Normalised objective function','(norm_objf)',norm_objf, 'OP ') call ovarin(nout,'Number of VMCON iterations','(nviter)',nviter, 'OP ') call oblnkl(nout) @@ -973,9 +975,8 @@ subroutine post_optimise(ifail) string2 = ' to maximise the figure of merit: ' end if - strfom = lablmm(abs(minmax)) - call upper_case(strfom) - write(nout,10) trim(string1) // trim(string2), trim(strfom) + call upper_case(objf_name) + write(nout,10) trim(string1) // trim(string2), trim(objf_name) 10 format(a90, t92, a22) call oblnkl(nout) From 98e3a4ee0dd8d89e0df83328989e2005a27b7c73 Mon Sep 17 00:00:00 2001 From: Jonathan Maddock <78556175+jonmaddock@users.noreply.github.com> Date: Wed, 12 Apr 2023 11:40:51 +0100 Subject: [PATCH 02/13] Add plot_solutions tool For comparing solution vectors. --- examples/data/large_tokamak_1_MFILE.DAT | 1801 +++++++++++++++++ examples/data/large_tokamak_2_MFILE.DAT | 1801 +++++++++++++++++ examples/data/large_tokamak_3_MFILE.DAT | 1801 +++++++++++++++++ examples/plot_solutions.ipynb | 698 +++++++ examples/plot_solutions.py | 97 + process/io/plot_solutions.py | 348 ++++ requirements.txt | 1 + setup.py | 1 + .../data/large_tokamak_1_MFILE.DAT | 1801 +++++++++++++++++ .../data/large_tokamak_2_MFILE.DAT | 1801 +++++++++++++++++ .../data/large_tokamak_3_MFILE.DAT | 1801 +++++++++++++++++ tests/integration/test_examples.py | 9 + tests/integration/test_plot_solutions.py | 38 + 13 files changed, 11998 insertions(+) create mode 100644 examples/data/large_tokamak_1_MFILE.DAT create mode 100644 examples/data/large_tokamak_2_MFILE.DAT create mode 100644 examples/data/large_tokamak_3_MFILE.DAT create mode 100644 examples/plot_solutions.ipynb create mode 100644 examples/plot_solutions.py create mode 100644 process/io/plot_solutions.py create mode 100644 tests/integration/data/large_tokamak_1_MFILE.DAT create mode 100644 tests/integration/data/large_tokamak_2_MFILE.DAT create mode 100644 tests/integration/data/large_tokamak_3_MFILE.DAT create mode 100644 tests/integration/test_plot_solutions.py diff --git a/examples/data/large_tokamak_1_MFILE.DAT b/examples/data/large_tokamak_1_MFILE.DAT new file mode 100644 index 0000000000..64ce2913b4 --- /dev/null +++ b/examples/data/large_tokamak_1_MFILE.DAT @@ -0,0 +1,1801 @@ + # PROCESS # + # Power Reactor Optimisation Code # + # PROCESS # + # Power Reactor Optimisation Code # + PROCESS_version_number__________________________________________________ (procver)_____________________ "3.0.2 R" + Date_of_run_____________________________________________________________ (date)________________________ "08/02/2024" + Time_of_run_____________________________________________________________ (time)________________________ "10:56" + User____________________________________________________________________ (username)____________________ "timothyn" + PROCESS_run_title_______________________________________________________ (runtitle)____________________ "Generic large tokamak + PROCESS_tag_number______________________________________________________ (tagno)_______________________ "v3.0.2-7-gec9530fb1" + PROCESS_git_branch_name_________________________________________________ (branch_name)_________________ "3033-inequality-constraint-for-injected-power-coded-with-the-wrong-signbug" + PROCESS_last_commit_message_____________________________________________ (commsg)______________________ "Merge branch |main| into 3033-inequality-constraint-for-injected-power-coded-with-the-wrong-signbug + Input_filename__________________________________________________________ (fileprefix)__________________ "/private/var/folders/2c/5k4t0wm94jxdmnqwdvn_h59r0000gq/T/pytest-of-timothynunn/pytest-56/test_scenario_large_tokamak_0/IN.DAT " + # Numerics # + VMCON_error_flag________________________________________________________ (ifail)_______________________ 1 + # PROCESS found a feasible solution # + Number_of_iteration_variables___________________________________________ (nvar)________________________ 45 + Number_of_constraints_(total)___________________________________________ (neqns+nineqns)_______________ 26 + Optimisation_switch_____________________________________________________ (ioptimz)_____________________ 1 + Figure_of_merit_switch__________________________________________________ (minmax)______________________ 1 + Objective_function_name_________________________________________________ (objf_name)___________________ "major radius" + Square_root_of_the_sum_of_squares_of_the_constraint_residuals___________ (sqsumsq)_____________________ 1.8713E-04 OP + VMCON_convergence_parameter_____________________________________________ (convergence_parameter)_______ 0.0000E+00 OP + Normalised_objective_function___________________________________________ (norm_objf)___________________ 1.6000E+00 OP + Number_of_VMCON_iterations______________________________________________ (nviter)______________________ 0 OP + beta____________________________________________________________________ (itvar001)____________________ 3.3648E-02 + beta_(final_value/initial_value)________________________________________ (xcm001)______________________ 1.1216E+00 + beta_(range_normalised)_________________________________________________ (nitvar001)___________________ 3.2681E-02 + dene____________________________________________________________________ (itvar002)____________________ 8.0667E+19 + dene_(final_value/initial_value)________________________________________ (xcm002)______________________ 1.0756E+00 + dene_(range_normalised)_________________________________________________ (nitvar002)___________________ 7.1381E-02 + fwalld__________________________________________________________________ (itvar003)____________________ 5.0758E-01 + fwalld_(final_value/initial_value)______________________________________ (xcm003)______________________ 5.0758E-01 + fwalld_(range_normalised)_______________________________________________ (nitvar003)___________________ 5.0709E-01 + ffuspow_________________________________________________________________ (itvar004)____________________ 5.4006E-01 + ffuspow_(final_value/initial_value)_____________________________________ (xcm004)______________________ 5.4006E-01 + ffuspow_(range_normalised)______________________________________________ (nitvar004)___________________ 5.3960E-01 + ftburn__________________________________________________________________ (itvar005)____________________ 9.9940E-01 + ftburn_(final_value/initial_value)______________________________________ (xcm005)______________________ 9.9940E-01 + ftburn_(range_normalised)_______________________________________________ (nitvar005)___________________ 9.9940E-01 + flhthresh_______________________________________________________________ (itvar006)____________________ 1.6735E+00 + flhthresh_(final_value/initial_value)___________________________________ (xcm006)______________________ 1.6735E+00 + flhthresh_(range_normalised)____________________________________________ (nitvar006)___________________ 7.4836E-02 + fpinj___________________________________________________________________ (itvar007)____________________ 4.0071E-01 + fpinj_(final_value/initial_value)_______________________________________ (xcm007)______________________ 4.0071E-01 + fpinj_(range_normalised)________________________________________________ (nitvar007)___________________ 4.0011E-01 + fpnetel_________________________________________________________________ (itvar008)____________________ 1.0000E+00 + fpnetel_(final_value/initial_value)_____________________________________ (xcm008)______________________ 1.0000E+00 + fpnetel_(range_normalised)______________________________________________ (nitvar008)___________________ 1.0000E+00 + fbetatry________________________________________________________________ (itvar009)____________________ 5.0870E-01 + fbetatry_(final_value/initial_value)____________________________________ (xcm009)______________________ 1.0174E+00 + fbetatry_(range_normalised)_____________________________________________ (nitvar009)___________________ 5.0821E-01 + fpeakb__________________________________________________________________ (itvar010)____________________ 8.6988E-01 + fpeakb_(final_value/initial_value)______________________________________ (xcm010)______________________ 8.6988E-01 + fpeakb_(range_normalised)_______________________________________________ (nitvar010)___________________ 8.6975E-01 + coheof__________________________________________________________________ (itvar011)____________________ 2.0264E+07 + coheof_(final_value/initial_value)______________________________________ (xcm011)______________________ 1.3510E+00 + coheof_(range_normalised)_______________________________________________ (nitvar011)___________________ 2.0185E-01 + fjohc___________________________________________________________________ (itvar012)____________________ 5.5541E-01 + fjohc_(final_value/initial_value)_______________________________________ (xcm012)______________________ 9.2569E-01 + fjohc_(range_normalised)________________________________________________ (nitvar012)___________________ 5.5092E-01 + fjohc0__________________________________________________________________ (itvar013)____________________ 5.4190E-01 + fjohc0_(final_value/initial_value)______________________________________ (xcm013)______________________ 9.0316E-01 + fjohc0_(range_normalised)_______________________________________________ (nitvar013)___________________ 5.4144E-01 + fcohbop_________________________________________________________________ (itvar014)____________________ 9.4380E-01 + fcohbop_(final_value/initial_value)_____________________________________ (xcm014)______________________ 1.0487E+00 + fcohbop_(range_normalised)______________________________________________ (nitvar014)___________________ 9.4374E-01 + fiooic__________________________________________________________________ (itvar015)____________________ 7.1737E-01 + fiooic_(final_value/initial_value)______________________________________ (xcm015)______________________ 1.1036E+00 + fiooic_(range_normalised)_______________________________________________ (nitvar015)___________________ 7.1709E-01 + fvdump__________________________________________________________________ (itvar016)____________________ 9.5837E-01 + fvdump_(final_value/initial_value)______________________________________ (xcm016)______________________ 9.5837E-01 + fvdump_(range_normalised)_______________________________________________ (nitvar016)___________________ 9.5833E-01 + vdalw___________________________________________________________________ (itvar017)____________________ 9.5837E+00 + vdalw_(final_value/initial_value)_______________________________________ (xcm017)______________________ 9.5837E-01 + vdalw_(range_normalised)________________________________________________ (nitvar017)___________________ 9.5837E-01 + fjprot__________________________________________________________________ (itvar018)____________________ 9.9639E-01 + fjprot_(final_value/initial_value)______________________________________ (xcm018)______________________ 9.9639E-01 + fjprot_(range_normalised)_______________________________________________ (nitvar018)___________________ 9.9639E-01 + ftmargtf________________________________________________________________ (itvar019)____________________ 9.9673E-01 + ftmargtf_(final_value/initial_value)____________________________________ (xcm019)______________________ 9.9673E-01 + ftmargtf_(range_normalised)_____________________________________________ (nitvar019)___________________ 9.9672E-01 + ftmargoh________________________________________________________________ (itvar020)____________________ 9.9653E-01 + ftmargoh_(final_value/initial_value)____________________________________ (xcm020)______________________ 9.9653E-01 + ftmargoh_(range_normalised)_____________________________________________ (nitvar020)___________________ 9.9652E-01 + ftaulimit_______________________________________________________________ (itvar021)____________________ 7.1930E-01 + ftaulimit_(final_value/initial_value)___________________________________ (xcm021)______________________ 7.1930E-01 + ftaulimit_(range_normalised)____________________________________________ (nitvar021)___________________ 7.1902E-01 + fmaxvvstress____________________________________________________________ (itvar022)____________________ 4.2966E-01 + fmaxvvstress_(final_value/initial_value)________________________________ (xcm022)______________________ 4.2966E-01 + fmaxvvstress_(range_normalised)_________________________________________ (nitvar022)___________________ 4.2909E-01 + foh_stress______________________________________________________________ (itvar023)____________________ 9.0092E-01 + foh_stress_(final_value/initial_value)__________________________________ (xcm023)______________________ 9.0092E-01 + foh_stress_(range_normalised)___________________________________________ (nitvar023)___________________ 9.0082E-01 + fne0____________________________________________________________________ (itvar024)____________________ 5.9638E-01 + fne0_(final_value/initial_value)________________________________________ (xcm024)______________________ 5.9638E-01 + fne0_(range_normalised)_________________________________________________ (nitvar024)___________________ 5.9598E-01 + fpsepbqar_______________________________________________________________ (itvar025)____________________ 1.0000E+00 + fpsepbqar_(final_value/initial_value)___________________________________ (xcm025)______________________ 1.0000E+00 + fpsepbqar_(range_normalised)____________________________________________ (nitvar025)___________________ 1.0000E+00 + fstrcase________________________________________________________________ (itvar026)____________________ 9.9670E-01 + fstrcase_(final_value/initial_value)____________________________________ (xcm026)______________________ 9.9670E-01 + fstrcase_(range_normalised)_____________________________________________ (nitvar026)___________________ 9.9670E-01 + fstrcond________________________________________________________________ (itvar027)____________________ 8.5185E-01 + fstrcond_(final_value/initial_value)____________________________________ (xcm027)______________________ 8.5185E-01 + fstrcond_(range_normalised)_____________________________________________ (nitvar027)___________________ 8.5171E-01 + bt______________________________________________________________________ (itvar028)____________________ 5.2940E+00 + bt_(final_value/initial_value)__________________________________________ (xcm028)______________________ 9.2877E-01 + bt_(range_normalised)___________________________________________________ (nitvar028)___________________ 1.7619E-01 + rmajor__________________________________________________________________ (itvar029)____________________ 8.0000E+00 + rmajor_(final_value/initial_value)______________________________________ (xcm029)______________________ 1.0000E+00 + rmajor_(range_normalised)_______________________________________________ (nitvar029)___________________ 0.0000E+00 + te______________________________________________________________________ (itvar030)____________________ 1.2489E+01 + te_(final_value/initial_value)__________________________________________ (xcm030)______________________ 1.0407E+00 + te_(range_normalised)___________________________________________________ (nitvar030)___________________ 7.3903E-02 + hfact___________________________________________________________________ (itvar031)____________________ 1.1886E+00 + hfact_(final_value/initial_value)_______________________________________ (xcm031)______________________ 1.0805E+00 + hfact_(range_normalised)________________________________________________ (nitvar031)___________________ 9.8961E-01 + tfcth___________________________________________________________________ (itvar032)____________________ 1.2000E+00 + tfcth_(final_value/initial_value)_______________________________________ (xcm032)______________________ 1.0000E+00 + tfcth_(range_normalised)________________________________________________ (nitvar032)___________________ 1.1628E-01 + ohcth___________________________________________________________________ (itvar033)____________________ 5.7587E-01 + ohcth_(final_value/initial_value)_______________________________________ (xcm033)______________________ 1.1517E+00 + ohcth_(range_normalised)________________________________________________ (nitvar033)___________________ 2.8441E-02 + q_______________________________________________________________________ (itvar034)____________________ 3.5961E+00 + q_(final_value/initial_value)___________________________________________ (xcm034)______________________ 1.0275E+00 + q_(range_normalised)____________________________________________________ (nitvar034)___________________ 1.2684E-02 + bore____________________________________________________________________ (itvar035)____________________ 1.9854E+00 + bore_(final_value/initial_value)________________________________________ (xcm035)______________________ 9.9271E-01 + bore_(range_normalised)_________________________________________________ (nitvar035)___________________ 1.9045E-01 + fvsbrnni________________________________________________________________ (itvar036)____________________ 4.3358E-01 + fvsbrnni_(final_value/initial_value)____________________________________ (xcm036)______________________ 1.0839E+00 + fvsbrnni_(range_normalised)_____________________________________________ (nitvar036)___________________ 4.3301E-01 + tdmptf__________________________________________________________________ (itvar037)____________________ 1.8429E+01 + tdmptf_(final_value/initial_value)______________________________________ (xcm037)______________________ 7.3716E-01 + tdmptf_(range_normalised)_______________________________________________ (nitvar037)___________________ 1.8347E-01 + thkcas__________________________________________________________________ (itvar038)____________________ 2.8216E-01 + thkcas_(final_value/initial_value)______________________________________ (xcm038)______________________ 5.6431E-01 + thkcas_(range_normalised)_______________________________________________ (nitvar038)___________________ 2.4437E-01 + thwcndut________________________________________________________________ (itvar039)____________________ 8.0099E-03 + thwcndut_(final_value/initial_value)____________________________________ (xcm039)______________________ 1.0012E+00 + thwcndut_(range_normalised)_____________________________________________ (nitvar039)___________________ 1.0716E-04 + fcutfsu_________________________________________________________________ (itvar040)____________________ 8.4212E-01 + fcutfsu_(final_value/initial_value)_____________________________________ (xcm040)______________________ 1.0526E+00 + fcutfsu_(range_normalised)______________________________________________ (nitvar040)___________________ 7.7755E-01 + cpttf___________________________________________________________________ (itvar041)____________________ 8.9795E+04 + cpttf_(final_value/initial_value)_______________________________________ (xcm041)______________________ 1.3815E+00 + cpttf_(range_normalised)________________________________________________ (nitvar041)___________________ 9.9182E-01 + ralpne__________________________________________________________________ (itvar042)____________________ 8.3954E-02 + ralpne_(final_value/initial_value)______________________________________ (xcm042)______________________ 8.3954E-01 + ralpne_(range_normalised)_______________________________________________ (nitvar042)___________________ 6.7908E-01 + oh_steel_frac___________________________________________________________ (itvar043)____________________ 5.1868E-01 + oh_steel_frac_(final_value/initial_value)_______________________________ (xcm043)______________________ 6.4835E-01 + oh_steel_frac_(range_normalised)________________________________________ (nitvar043)___________________ 5.4550E-01 + fimp(13)________________________________________________________________ (itvar044)____________________ 5.7149E-04 + fimp(13)_(final_value/initial_value)____________________________________ (xcm044)______________________ 1.5039E+00 + fimp(13)_(range_normalised)_____________________________________________ (nitvar044)___________________ 5.7148E-02 + dr_tf_wp________________________________________________________________ (itvar045)____________________ 5.0416E-01 + dr_tf_wp_(final_value/initial_value)____________________________________ (xcm045)______________________ 1.0083E+00 + dr_tf_wp_(range_normalised)_____________________________________________ (nitvar045)___________________ 6.5100E-02 + Beta_consistency__________________normalised_residue____________________ (normres001)__________________ 6.5770E-07 + Global_power_balance_consistency__normalised_residue____________________ (normres002)__________________ 1.2292E-07 + Radial_build_consistency__________normalised_residue____________________ (normres003)__________________ -7.3085E-11 + Density_upper_limit_______________normalised_residue____________________ (normres004)__________________ 1.6272E-08 + Neutron_wall_load_upper_limit_____normalised_residue____________________ (normres005)__________________ 1.4241E-07 + Fusion_power_upper_limit__________normalised_residue____________________ (normres006)__________________ 2.6565E-07 + Burn_time_lower_limit_____________normalised_residue____________________ (normres007)__________________ -1.2011E-04 + L-H_power_threshold_limit_________normalised_residue____________________ (normres008)__________________ -3.0891E-07 + Injection_power_upper_limit_______normalised_residue____________________ (normres009)__________________ 2.4418E-07 + Net_electric_power_lower_limit____normalised_residue____________________ (normres010)__________________ 1.5045E-05 + Beta_upper_limit__________________normalised_residue____________________ (normres011)__________________ 2.4702E-07 + Peak_toroidal_field_upper_limit___normalised_residue____________________ (normres012)__________________ 2.5809E-09 + CS_coil_EOF_current_density_limit_normalised_residue____________________ (normres013)__________________ -8.4245E-08 + CS_coil_BOP_current_density_limit_normalised_residue____________________ (normres014)__________________ 1.9393E-09 + I_op_/_I_critical_(TF_coil)_______normalised_residue____________________ (normres015)__________________ -3.8375E-07 + Dump_voltage_upper_limit__________normalised_residue____________________ (normres016)__________________ -1.5214E-04 + J_winding_pack/J_protection_limit_normalised_residue____________________ (normres017)__________________ -2.9894E-07 + TF_coil_temp._margin_lower_limit__normalised_residue____________________ (normres018)__________________ -1.0631E-06 + CS_temperature_margin_lower_limit_normalised_residue____________________ (normres019)__________________ 8.0251E-08 + taup/taueff_______________________normalised_residue____________________ (normres020)__________________ -1.8772E-08 + Dump_time_set_by_VV_stress________normalised_residue____________________ (normres021)__________________ -1.0026E-07 + CS_Tresca_yield_criterion_________normalised_residue____________________ (normres022)__________________ -1.6044E-07 + ne0_>_neped_______________________normalised_residue____________________ (normres023)__________________ -1.9637E-08 + Upper_Lim._on_Psep_*_Bt_/_q_A_R___normalised_residue____________________ (normres024)__________________ 4.9789E-07 + TF_coil_case_stress_upper_limit___normalised_residue____________________ (normres025)__________________ -4.6757E-07 + TF_coil_conduit_stress_upper_lim__normalised_residue____________________ (normres026)__________________ -4.1375E-07 + # Final Feasible Point # + # Power Reactor Costs (1990 US$) # + First_wall_/_blanket_life_(years)_______________________________________ (fwbllife)____________________ 6.1566E+00 + Divertor_life_(years)___________________________________________________ (divlife.)____________________ 3.9769E+00 + Cost_of_electricity_(m$/kWh)____________________________________________ (coe)_________________________ 5.1257E+02 + # Detailed Costings (1990 US$) # + Acc.22_multiplier_for_Nth_of_a_kind_____________________________________ (fkind)_______________________ 1.0000E+00 + Level_of_Safety_Assurance_______________________________________________ (lsa)_________________________ 4 + # Structures and Site Facilities # + Site_improvements,_facilities,_land_(M$)________________________________ (c211)________________________ 3.5200E+01 + Reactor_building_cost_(M$)______________________________________________ (c212)________________________ 4.5238E+02 + Turbine_building_cost_(M$)______________________________________________ (c213)________________________ 3.8000E+01 + Reactor_maintenance_building_cost_(M$)__________________________________ (c2141)_______________________ 1.0307E+02 + Warm_shop_cost_(M$)_____________________________________________________ (c2142)_______________________ 5.7641E+01 + Tritium_building_cost_(M$)______________________________________________ (c215)________________________ 1.4800E+01 + Electrical_equipment_building_cost_(M$)_________________________________ (c216)________________________ 1.9736E+01 + Additional_buildings_cost_(M$)__________________________________________ (c2171)_______________________ 1.8000E+01 + Control_room_buildings_cost_(M$)________________________________________ (c2172)_______________________ 2.1000E+01 + Shop_and_warehouses_cost_(M$)___________________________________________ (c2173)_______________________ 1.1500E+01 + Cryogenic_building_cost_(M$)____________________________________________ (c2174)_______________________ 6.8891E+00 + Total_account_21_cost_(M$)______________________________________________ (c21)_________________________ 7.7822E+02 + # Reactor Systems # + First_wall_cost_(M$)____________________________________________________ (c2211)_______________________ 1.9130E+02 + Blanket_beryllium_cost_(M$)_____________________________________________ (c22121)______________________ 2.6109E+02 + Blanket_breeder_material_cost_(M$)______________________________________ (c22122)______________________ 6.3985E+02 + Blanket_stainless_steel_cost_(M$)_______________________________________ (c22123)______________________ 8.0726E+01 + Blanket_vanadium_cost_(M$)______________________________________________ (c22124)______________________ 0.0000E+00 + Blanket_total_cost_(M$)_________________________________________________ (c2212)_______________________ 9.8166E+02 + Bulk_shield_cost_(M$)___________________________________________________ (c22131)______________________ 7.8394E+01 + Penetration_shielding_cost_(M$)_________________________________________ (c22132)______________________ 7.8394E+01 + Total_shield_cost_(M$)__________________________________________________ (c2213)_______________________ 1.5679E+02 + Total_support_structure_cost_(M$)_______________________________________ (c2214)_______________________ 4.0933E+01 + Divertor_cost_(M$)______________________________________________________ (c2215)_______________________ 4.1660E+01 + Total_account_221_cost_(M$)_____________________________________________ (c221)________________________ 1.4123E+03 + # Magnets # + TF_coil_conductor_cost_(M$)_____________________________________________ (c22211)______________________ 1.3230E+02 + TF_coil_winding_cost_(M$)_______________________________________________ (c22212)______________________ 5.4263E+01 + TF_coil_case_cost_(M$)__________________________________________________ (c22213)______________________ 4.4365E+02 + TF_intercoil_structure_cost_(M$)________________________________________ (c22214)______________________ 1.5066E+02 + TF_coil_gravity_support_structure_(M$)__________________________________ (c22215)______________________ 4.4659E+01 + TF_magnet_assemblies_cost_(M$)__________________________________________ (c2221)_______________________ 8.2552E+02 + PF_coil_conductor_cost_(M$)_____________________________________________ (c22221)______________________ 4.6409E+02 + PF_coil_winding_cost_(M$)_______________________________________________ (c22222)______________________ 7.6765E+01 + PF_coil_case_cost_(M$)__________________________________________________ (c22223)______________________ 9.4861E+01 + PF_coil_support_structure_cost_(M$)_____________________________________ (c22224)______________________ 8.0235E+00 + PF_magnet_assemblies_cost_(M$)__________________________________________ (c2222)_______________________ 6.4374E+02 + Vacuum_vessel_assembly_cost_(M$)________________________________________ (c2223)_______________________ 2.5404E+02 + Total_account_222_cost_(M$)_____________________________________________ (c222)________________________ 1.7233E+03 + # Power Injection # + ECH_system_cost_(M$)____________________________________________________ (c2231)_______________________ 2.4043E+02 + Lower_hybrid_system_cost_(M$)___________________________________________ (c2232)_______________________ 0.0000E+00 + Neutral_beam_system_cost_(M$)___________________________________________ (c2233)_______________________ 0.0000E+00 + Total_account_223_cost_(M$)_____________________________________________ (c223)________________________ 2.4043E+02 + # Vacuum Systems # + High_vacuum_pumps_cost_(M$)_____________________________________________ (c2241)_______________________ 1.2480E+01 + Backing_pumps_cost_(M$)_________________________________________________ (c2242)_______________________ 4.6800E+00 + Vacuum_duct_cost_(M$)___________________________________________________ (c2243)_______________________ 2.5280E+00 + Valves_cost_(M$)________________________________________________________ (c2244)_______________________ 5.7410E+00 + Duct_shielding_cost_(M$)________________________________________________ (c2245)_______________________ 0.0000E+00 + Instrumentation_cost_(M$)_______________________________________________ (c2246)_______________________ 1.3000E+00 + Total_account_224_cost_(M$)_____________________________________________ (c224)________________________ 2.6729E+01 + # Power Conditioning # + TF_coil_power_supplies_cost_(M$)________________________________________ (c22511)______________________ 4.0144E+00 + TF_coil_breakers_cost_(M$)______________________________________________ (c22512)______________________ 3.4127E+01 + TF_coil_dump_resistors_cost_(M$)________________________________________ (c22513)______________________ 2.1322E+01 + TF_coil_instrumentation_and_control_(M$)________________________________ (c22514)______________________ 4.8000E+00 + TF_coil_bussing_cost_(M$)_______________________________________________ (c22515)______________________ 3.5267E+01 + Total,_TF_coil_power_costs_(M$)_________________________________________ (c2251)_______________________ 9.9531E+01 + PF_coil_power_supplies_cost_(M$)________________________________________ (c22521)______________________ 2.9591E+00 + PF_coil_instrumentation_and_control_(M$)________________________________ (c22522)______________________ 3.6000E+00 + PF_coil_bussing_cost_(M$)_______________________________________________ (c22523)______________________ 1.1995E+01 + PF_coil_burn_power_supplies_cost_(M$)___________________________________ (c22524)______________________ 1.2679E+00 + PF_coil_breakers_cost_(M$)______________________________________________ (c22525)______________________ 1.4709E+01 + PF_coil_dump_resistors_cost_(M$)________________________________________ (c22526)______________________ 4.3206E+00 + PF_coil_ac_breakers_cost_(M$)___________________________________________ (c22527)______________________ 9.0000E-01 + Total,_PF_coil_power_costs_(M$)_________________________________________ (c2252)_______________________ 3.9752E+01 + Total,_energy_storage_cost_(M$)_________________________________________ (c2253)_______________________ 1.6864E+01 + Total_account_225_cost_(M$)_____________________________________________ (c225)________________________ 1.5615E+02 + # Heat Transport System # + Pumps_and_piping_system_cost_(M$)_______________________________________ (cpp)_________________________ 3.6795E+01 + Primary_heat_exchanger_cost_(M$)________________________________________ (chx)_________________________ 7.1692E+01 + Total,_reactor_cooling_system_cost_(M$)_________________________________ (c2261)_______________________ 1.0849E+02 + Pumps,_piping_cost_(M$)_________________________________________________ (cppa)________________________ 2.8417E+01 + Total,_auxiliary_cooling_system_cost_(M$)_______________________________ (c2262)_______________________ 2.8417E+01 + Total,_cryogenic_system_cost_(M$)_______________________________________ (c2263)_______________________ 1.7039E+02 + Total_account_226_cost_(M$)_____________________________________________ (c226)________________________ 3.0729E+02 + # Fuel Handling System # + Fuelling_system_cost_(M$)_______________________________________________ (c2271)_______________________ 2.2300E+01 + Fuel_processing_and_purification_cost_(M$)______________________________ (c2272)_______________________ 1.0229E+02 + Atmospheric_recovery_systems_cost_(M$)__________________________________ (c2273)_______________________ 5.8088E+01 + Nuclear_building_ventilation_cost_(M$)__________________________________ (c2274)_______________________ 6.9201E+01 + Total_account_227_cost_(M$)_____________________________________________ (c227)________________________ 2.5188E+02 + # Instrumentation and Control # + Instrumentation_and_control_cost_(M$)___________________________________ (c228)________________________ 1.5000E+02 + # Maintenance Equipment # + Maintenance_equipment_cost_(M$)_________________________________________ (c229)________________________ 1.2500E+02 + # Total Account 22 Cost # + Total_account_22_cost_(M$)______________________________________________ (c22)_________________________ 4.3931E+03 + # Turbine Plant Equipment # + Turbine_plant_equipment_cost_(M$)_______________________________________ (c23)_________________________ 1.7613E+02 + # Electric Plant Equipment # + Switchyard_equipment_cost_(M$)__________________________________________ (c241)________________________ 1.8400E+01 + Transformers_cost_(M$)__________________________________________________ (c242)________________________ 8.0330E+00 + Low_voltage_equipment_cost_(M$)_________________________________________ (c243)________________________ 6.4513E+00 + Diesel_backup_equipment_cost_(M$)_______________________________________ (c244)________________________ 6.8000E+00 + Auxiliary_facilities_cost_(M$)__________________________________________ (c245)________________________ 1.5000E+00 + Total_account_24_cost_(M$)______________________________________________ (c24)_________________________ 4.1184E+01 + # Miscellaneous Plant Equipment # + Miscellaneous_plant_equipment_cost_(M$)_________________________________ (c25)_________________________ 2.5000E+01 + # Heat Rejection System # + Heat_rejection_system_cost_(M$)_________________________________________ (c26)_________________________ 4.9877E+01 + # Plant Direct Cost # + Plant_direct_cost_(M$)__________________________________________________ (cdirt)_______________________ 5.4635E+03 + # Reactor Core Cost # + Reactor_core_cost_(M$)__________________________________________________ (crctcore)____________________ 3.3761E+03 + # Indirect Cost # + Indirect_cost_(M$)______________________________________________________ (c9)__________________________ 1.8221E+03 + # Total Contingency # + Total_contingency_(M$)__________________________________________________ (ccont)_______________________ 1.4207E+03 + # Constructed Cost # + Constructed_cost_(M$)___________________________________________________ (concost)_____________________ 8.7063E+03 + # Interest during Construction # + Interest_during_construction_(M$)_______________________________________ (moneyint)____________________ 1.4365E+03 + # Total Capital Investment # + Total_capital_investment_(M$)___________________________________________ (capcost)_____________________ 1.0143E+04 + # Plant Availability # + Allowable_blanket_neutron_fluence_(MW-yr/m2)____________________________ (abktflnc)____________________ 5.0000E+00 + Allowable_divertor_heat_fluence_(MW-yr/m2)______________________________ (adivflnc)____________________ 7.0000E+00 + First_wall_/_blanket_lifetime_(years)___________________________________ (bktlife)_____________________ 6.1566E+00 OP + Divertor_lifetime_(years)_______________________________________________ (divlife)_____________________ 3.9769E+00 OP + Heating/CD_system_lifetime_(years)______________________________________ (cdrlife)_____________________ 6.1566E+00 OP + Total_plant_lifetime_(years)____________________________________________ (tlife)_______________________ 3.0000E+01 + Total_plant_availability_fraction_______________________________________ (cfactr)______________________ 8.0000E-01 + Number_of_fusion_cycles_to_reach_allowable_fw/blanket_DPA_______________ (bktcycles)___________________ 1.5787E+04 + # Plasma # + Tokamak_aspect_ratio_=_Conventional,_itart_=_0__________________________ (itart)_______________________ 0.0000E+00 + Major_radius_(m)________________________________________________________ (rmajor)______________________ 8.0000E+00 ITV + Minor_radius_(m)________________________________________________________ (rminor)______________________ 2.6667E+00 + Aspect_ratio____________________________________________________________ (aspect)______________________ 3.0000E+00 + Elongation,_X-point_(input_value_used)__________________________________ (kappa)_______________________ 1.8500E+00 + Elongation,_95%_surface_(calculated_from_kappa)_________________________ (kappa95)_____________________ 1.6518E+00 + Elongation,_area_ratio_calc.____________________________________________ (kappaa)______________________ 1.7188E+00 + Triangularity,_X-point_(input_value_used)_______________________________ (triang)______________________ 5.0000E-01 + Triangularity,_95%_surface_(calculated_from_triang)_____________________ (triang95)____________________ 3.3333E-01 + Plasma_poloidal_perimeter_(m)___________________________________________ (pperim)______________________ 2.4081E+01 + Plasma_cross-sectional_area_(m2)________________________________________ (xarea)_______________________ 3.8398E+01 + Plasma_surface_area_(m2)________________________________________________ (sarea)_______________________ 1.1738E+03 OP + Plasma_volume_(m3)______________________________________________________ (vol)_________________________ 1.8882E+03 OP + Plasma_current_scaling_law_used_________________________________________ (icurr)_______________________ 4 + Plasma_current_(MA)_____________________________________________________ (plascur/1D6)_________________ 1.6631E+01 + Current_density_profile_factor__________________________________________ (alphaj)______________________ 1.9805E+00 + Plasma_internal_inductance,_li__________________________________________ (rli)_________________________ 1.2275E+00 + Vertical_field_at_plasma_(T)____________________________________________ (bvert)_______________________ -7.4373E-01 + Vacuum_toroidal_field_at_R_(T)__________________________________________ (bt)__________________________ 5.2940E+00 ITV + Average_poloidal_field_(T)______________________________________________ (bp)__________________________ 8.6787E-01 + Total_field_(sqrt(bp^2_+_bt^2))_(T)_____________________________________ (btot)________________________ 5.3647E+00 + Safety_factor_on_axis___________________________________________________ (q0)__________________________ 1.0000E+00 + Safety_factor_at_95%_flux_surface_______________________________________ (q95)_________________________ 3.5961E+00 ITV + Cylindrical_safety_factor_(qcyl)________________________________________ (qstar)_______________________ 2.9805E+00 + Total_plasma_beta_______________________________________________________ (beta)________________________ 3.3648E-02 ITV + Total_poloidal_beta_____________________________________________________ (betap)_______________________ 1.2857E+00 OP + Total_toroidal_beta_____________________________________________________ ______________________________ 3.4553E-02 OP + Fast_alpha_beta_________________________________________________________ (betaft)______________________ 4.2236E-03 OP + Beam_ion_beta___________________________________________________________ (betanb)______________________ 0.0000E+00 OP + (Fast_alpha_+_beam_physics_variables.beta)/(thermal_physics_variables.be (gammaft)_____________________ 1.4354E-01 OP + Thermal_beta____________________________________________________________ ______________________________ 2.9425E-02 OP + Thermal_poloidal_beta___________________________________________________ ______________________________ 1.1243E+00 OP + Thermal_toroidal_physics_variables.beta_(=_beta-exp)____________________ ______________________________ 3.0215E-02 OP + 2nd_stability_physics_variables.beta_:_beta_p_/_(R/a)___________________ (eps*betap)___________________ 4.2857E-01 + 2nd_stability_physics_variables.beta_upper_limit________________________ (epbetmax)____________________ 1.3800E+00 + Beta_g_coefficient______________________________________________________ (dnbeta)______________________ 4.9099E+00 + Normalised_thermal_beta_________________________________________________ ______________________________ 2.4977E+00 + Normalised_total_beta___________________________________________________ ______________________________ 2.8562E+00 + Normalised_toroidal_beta________________________________________________ (normalised_toroidal_beta)____ 2.9330E+00 + Limit_on_thermal_beta___________________________________________________ (betalim)_____________________ 5.7842E-02 + Plasma_thermal_energy_(J)_______________________________________________ ______________________________ 9.5431E+08 OP + Total_plasma_internal_energy_(J)________________________________________ (total_plasma_internal_energy) 1.0913E+09 OP + Electron_temperature_(keV)______________________________________________ (te)__________________________ 1.2489E+01 ITV + Electron_temperature_on_axis_(keV)______________________________________ (te0)_________________________ 2.5758E+01 + Ion_temperature_(keV)___________________________________________________ (ti)__________________________ 1.2489E+01 + Ion_temperature_on_axis_(keV)___________________________________________ (ti0)_________________________ 2.5758E+01 + Electron_temp.,_density_weighted_(keV)__________________________________ (ten)_________________________ 1.3805E+01 + Electron_density_(/m3)__________________________________________________ (dene)________________________ 8.0667E+19 ITV + Electron_density_on_axis_(/m3)__________________________________________ (ne0)_________________________ 1.0610E+20 OP + Line-averaged_electron_density_(/m3)____________________________________ (dnla)________________________ 8.9334E+19 OP + Line-averaged_electron_density_/_Greenwald_density______________________ (dnla_gw)_____________________ 1.2000E+00 OP + Ion_density_(/m3)_______________________________________________________ (dnitot)______________________ 7.1669E+19 OP + Fuel_density_(/m3)______________________________________________________ (deni)________________________ 6.4831E+19 OP + Total_impurity_density_with_Z_>_2_(no_He)_(/m3)_________________________ (dnz)_________________________ 4.6503E+16 OP + Helium_ion_density_(thermalised_ions_only)_(/m3)________________________ (dnalp)_______________________ 6.7723E+18 OP + Proton_density_(/m3)____________________________________________________ (dnprot)______________________ 1.8963E+16 OP + Hot_beam_density_(/m3)__________________________________________________ (dnbeam)______________________ 0.0000E+00 OP + Density_limit_from_scaling_(/m3)________________________________________ (dnelimt)_____________________ 7.4445E+19 OP + Density_limit_(enforced)_(/m3)__________________________________________ (boundu(9)*dnelimt)___________ 7.4445E+19 OP + Helium_ion_density_(thermalised_ions_only)_/_electron_density___________ (ralpne)______________________ 8.3954E-02 ITV + H__concentration________________________________________________________ (fimp(01))____________________ 8.0392E-01 OP + He_concentration________________________________________________________ (fimp(02))____________________ 8.3954E-02 + Be_concentration________________________________________________________ (fimp(03))____________________ 0.0000E+00 + C__concentration________________________________________________________ (fimp(04))____________________ 0.0000E+00 + N__concentration________________________________________________________ (fimp(05))____________________ 0.0000E+00 + O__concentration________________________________________________________ (fimp(06))____________________ 0.0000E+00 + Ne_concentration________________________________________________________ (fimp(07))____________________ 0.0000E+00 + Si_concentration________________________________________________________ (fimp(08))____________________ 0.0000E+00 + Ar_concentration________________________________________________________ (fimp(09))____________________ 0.0000E+00 + Fe_concentration________________________________________________________ (fimp(10))____________________ 0.0000E+00 + Ni_concentration________________________________________________________ (fimp(11))____________________ 0.0000E+00 + Kr_concentration________________________________________________________ (fimp(12))____________________ 0.0000E+00 + Xe_concentration________________________________________________________ (fimp(13))____________________ 5.7149E-04 ITV + W__concentration________________________________________________________ (fimp(14))____________________ 5.0000E-06 + Average_mass_of_all_ions_(amu)__________________________________________ (aion)________________________ 2.7252E+00 OP + Effective_charge________________________________________________________ (zeff)________________________ 2.5164E+00 + Density_profile_factor__________________________________________________ (alphan)______________________ 1.0000E+00 + Plasma_profile_model____________________________________________________ (ipedestal)___________________ 1 + Density_pedestal_r/a_location___________________________________________ (rhopedn)_____________________ 9.4000E-01 + Electron_density_pedestal_height_(/m3)__________________________________ (neped)_______________________ 6.3278E+19 OP + Electron_density_at_pedestal_/_nGW______________________________________ (fgwped_out)__________________ 8.5000E-01 + Temperature_pedestal_r/a_location_______________________________________ (rhopedt)_____________________ 9.4000E-01 + Pedestal_scaling_switch_________________________________________________ (ieped)_______________________ 0 + Electron_temp._pedestal_height_(keV)____________________________________ (teped)_______________________ 5.5000E+00 + Electron_temp._at_separatrix_(keV)______________________________________ (tesep)_______________________ 1.0000E-01 + Electron_density_at_separatrix_(/m3)____________________________________ (nesep)_______________________ 3.7223E+19 + Electron_density_at_separatrix_/_nGW____________________________________ (fgwsep_out)__________________ 5.0000E-01 + Temperature_profile_index_______________________________________________ (alphat)______________________ 1.4500E+00 + Temperature_profile_index_beta__________________________________________ (tbeta)_______________________ 2.0000E+00 + Old_ASDEX_model_________________________________________________________ (dlimit(1))___________________ 5.2797E+19 OP + Borrass_ITER_model_I____________________________________________________ (dlimit(2))___________________ 1.0969E+20 OP + Borrass_ITER_model_II___________________________________________________ (dlimit(3))___________________ 4.3575E+19 OP + JET_edge_radiation_model________________________________________________ (dlimit(4))___________________ 3.0227E+21 OP + JET_simplified_model____________________________________________________ (dlimit(5))___________________ 4.3397E+20 OP + Hugill-Murakami_Mq_model________________________________________________ (dlimit(6))___________________ 6.6609E+19 OP + Greenwald_model_________________________________________________________ (dlimit(7))___________________ 7.4445E+19 OP + Deuterium_fuel_fraction_________________________________________________ (fdeut)_______________________ 5.0000E-01 + Tritium_fuel_fraction___________________________________________________ (ftrit)_______________________ 5.0000E-01 + Total_fusion_power_(MW)_________________________________________________ (powfmw)______________________ 1.6202E+03 OP + _=____D-T_fusion_power_(MW)_____________________________________________ (pdt)_________________________ 1.6182E+03 OP + __+___D-D_fusion_power_(MW)_____________________________________________ (pdd)_________________________ 1.9494E+00 OP + __+_D-He3_fusion_power_(MW)_____________________________________________ (pdhe3)_______________________ 0.0000E+00 OP + Alpha_power:_total_(MW)_________________________________________________ (palpmw)______________________ 3.2365E+02 OP + Alpha_power:_beam-plasma_(MW)___________________________________________ (palpnb)______________________ 0.0000E+00 OP + Neutron_power_(MW)______________________________________________________ (pneutmw)_____________________ 1.2953E+03 OP + Charged_particle_power_(excluding_alphas)_(MW)__________________________ (pchargemw)___________________ 1.2659E+00 OP + Total_power_deposited_in_plasma_(MW)____________________________________ (tot_power_plasma)____________ 3.8950E+02 OP + Bremsstrahlung_radiation_power_(MW)_____________________________________ (pbrempv*vol)_________________ 6.5195E+01 OP + Line_radiation_power_(MW)_______________________________________________ (plinepv*vol)_________________ 1.4609E+02 OP + Synchrotron_radiation_power_(MW)________________________________________ (psyncpv*vol)_________________ 1.5187E+01 OP + Synchrotron_wall_reflectivity_factor____________________________________ (ssync)_______________________ 6.0000E-01 + Normalised_minor_radius_defining_'core'_________________________________ (coreradius)__________________ 7.5000E-01 + Fraction_of_core_radiation_subtracted_from_P_L__________________________ (coreradiationfraction)_______ 6.0000E-01 + Radiation_power_from_inner_zone_(MW)____________________________________ (pinnerzoneradmw)_____________ 9.1650E+01 OP + Radiation_power_from_outer_zone_(MW)____________________________________ (pouterzoneradmw)_____________ 1.3482E+02 OP + Total_radiation_power_from_inside_LCFS_(MW)_____________________________ (pradmw)______________________ 2.2647E+02 OP + LCFS_radiation_fraction_=_total_radiation_in_LCFS_/_total_power_deposite (rad_fraction_LCFS)___________ 5.8144E-01 OP + Nominal_mean_radiation_load_on_inside_surface_of_reactor_(MW/m2)________ (photon_wall)_________________ 1.7749E-01 OP + Peaking_factor_for_radiation_wall_load__________________________________ (peakfactrad)_________________ 3.3300E+00 IP + Maximum_permitted_radiation_wall_load_(MW/m^2)__________________________ (maxradwallload)______________ 1.0000E+00 IP + Peak_radiation_wall_load_(MW/m^2)_______________________________________ (peakradwallload)_____________ 5.9106E-01 OP + Fast_alpha_particle_power_incident_on_the_first_wall_(MW)_______________ (palpfwmw)____________________ 1.6182E+01 OP + Nominal_mean_neutron_load_on_inside_surface_of_reactor_(MW/m2)__________ (wallmw)______________________ 1.0152E+00 OP + Power_incident_on_the_divertor_targets_(MW)_____________________________ (ptarmw)______________________ 3.2606E+01 OP + Fraction_of_power_to_the_lower_divertor_________________________________ (ftar)________________________ 1.0000E+00 IP + Outboard_side_heat_flux_decay_length_(m)________________________________ (lambdaio)____________________ 1.5700E-03 OP + Fraction_of_power_on_the_inner_targets__________________________________ (fio)_________________________ 4.1000E-01 OP + Fraction_of_power_incident_on_the_lower_inner_target____________________ (fLI)_________________________ 4.1000E-01 OP + Fraction_of_power_incident_on_the_lower_outer_target____________________ (fLO)_________________________ 5.9000E-01 OP + Power_incident_on_the_lower_inner_target_(MW)___________________________ (pLImw)_______________________ 1.3368E+01 OP + Power_incident_on_the_lower_outer_target_(MW)___________________________ (pLOmw)_______________________ 1.9237E+01 OP + Ohmic_heating_power_(MW)________________________________________________ (pohmmw)______________________ 6.2284E-01 OP + Fraction_of_alpha_power_deposited_in_plasma_____________________________ (falpha)______________________ 9.5000E-01 + Fraction_of_alpha_power_to_electrons____________________________________ (falpe)_______________________ 7.1828E-01 + Fraction_of_alpha_power_to_ions_________________________________________ (falpi)_______________________ 2.8172E-01 + Ion_transport_(MW)______________________________________________________ (ptrimw)______________________ 1.4013E+02 OP + Electron_transport_(MW)_________________________________________________ (ptremw)______________________ 1.5772E+02 OP + Injection_power_to_ions_(MW)____________________________________________ (pinjimw)_____________________ 0.0000E+00 OP + Injection_power_to_electrons_(MW)_______________________________________ (pinjemw)_____________________ 8.0143E+01 OP + Ignited_plasma_switch_(0=not_ignited,_1=ignited)________________________ (ignite)______________________ 0 + Power_into_divertor_zone_via_charged_particles_(MW)_____________________ (pdivt)_______________________ 1.6303E+02 OP + Psep_/_R_ratio_(MW/m)___________________________________________________ (pdivt/rmajor)________________ 2.0378E+01 OP + Psep_Bt_/_qAR_ratio_(MWT/m)_____________________________________________ (pdivtbt/qar)_________________ 1.0000E+01 OP + ITER_1996_scaling:_nominal_(MW)_________________________________________ (pthrmw(1))___________________ 1.2978E+02 OP + ITER_1996_scaling:_upper_bound_(MW)_____________________________________ (pthrmw(2))___________________ 2.8603E+02 OP + ITER_1996_scaling:_lower_bound_(MW)_____________________________________ (pthrmw(3))___________________ 5.8098E+01 OP + ITER_1997_scaling_(1)_(MW)______________________________________________ (pthrmw(4))___________________ 2.1452E+02 OP + ITER_1997_scaling_(2)_(MW)______________________________________________ (pthrmw(5))___________________ 1.7206E+02 OP + Martin_2008_scaling:_nominal_(MW)_______________________________________ (pthrmw(6))___________________ 9.7416E+01 OP + Martin_2008_scaling:_95%_upper_bound_(MW)_______________________________ (pthrmw(7))___________________ 1.2769E+02 OP + Martin_2008_scaling:_95%_lower_bound_(MW)_______________________________ (pthrmw(8))___________________ 6.7143E+01 OP + Snipes_2000_scaling:_nominal_(MW)_______________________________________ (pthrmw(9))___________________ 6.7785E+01 OP + Snipes_2000_scaling:_upper_bound_(MW)___________________________________ (pthrmw(10))__________________ 9.9437E+01 OP + Snipes_2000_scaling:_lower_bound_(MW)___________________________________ (pthrmw(11))__________________ 4.5839E+01 OP + Snipes_2000_scaling_(closed_divertor):_nominal_(MW)_____________________ (pthrmw(12))__________________ 3.1010E+01 OP + Snipes_2000_scaling_(closed_divertor):_upper_bound_(MW)_________________ (pthrmw(13))__________________ 4.3148E+01 OP + Snipes_2000_scaling_(closed_divertor):_lower_bound_(MW)_________________ (pthrmw(14))__________________ 2.2130E+01 OP + Hubbard_2012_L-I_threshold_-_nominal_(MW)_______________________________ (pthrmw(15))__________________ 2.7549E+01 OP + Hubbard_2012_L-I_threshold_-_lower_bound_(MW)___________________________ (pthrmw(16))__________________ 1.4319E+01 OP + Hubbard_2012_L-I_threshold_-_upper_bound_(MW)___________________________ (pthrmw(17))__________________ 5.3005E+01 OP + Hubbard_2017_L-I_threshold______________________________________________ (pthrmw(18))__________________ 2.6202E+02 OP + Martin_2008_aspect_ratio_corrected_scaling:_nominal_(MW)________________ (pthrmw(19))__________________ 9.7416E+01 OP + Martin_2008_aspect_ratio_corrected_scaling:_95%_upper_bound_(MW)________ (pthrmw(20))__________________ 1.2769E+02 OP + Martin_2008_aspect_ratio_corrected_scaling:_95%_lower_bound_(MW)________ (pthrmw(21))__________________ 6.7143E+01 OP + L-H_threshold_power_(enforced)_(MW)_____________________________________ (boundl(103)*plhthresh)_______ 9.7416E+01 OP + L-H_threshold_power_(MW)________________________________________________ (plhthresh)___________________ 9.7416E+01 OP + Confinement_H_factor____________________________________________________ (hfact)_______________________ 1.1886E+00 ITV + Global_thermal_energy_confinement_time_(s)______________________________ (taueff)______________________ 3.2037E+00 + Ion_energy_confinement_time_(s)_________________________________________ (tauei)_______________________ 3.2037E+00 + Electron_energy_confinement_time_(s)____________________________________ (tauee)_______________________ 3.2037E+00 + n.tau_=_Volume-average_electron_density_x_Energy_confinement_time_(s/m3) (dntau)_______________________ 2.5843E+20 OP + Triple_product__(keV_s/m3)______________________________________________ (dntau*te)____________________ 3.2275E+21 OP + Transport_loss_power_assumed_in_scaling_law_(MW)________________________ (powerht)_____________________ 2.9785E+02 OP + Switch_for_radiation_loss_term_usage_in_power_balance___________________ (iradloss)____________________ 1 + Radiation_power_subtracted_from_plasma_power_balance_(MW)_______________ ______________________________ 9.1650E+01 OP + Alpha_particle_confinement_time_(s)_____________________________________ (taup)________________________ 2.2270E+01 + Alpha_particle/energy_confinement_time_ratio____________________________ (taup/taueff)_________________ 6.9512E+00 + Lower_limit_on_taup/taueff______________________________________________ (taulimit)____________________ 5.0000E+00 + Total_energy_confinement_time_including_radiation_loss_(s)______________ (total_energy_conf_time)______ 2.8018E+00 + Normalized_plasma_pressure_beta_as_defined_by_McDonald_et_al____________ (beta_mcdonald)_______________ 3.4553E-02 OP + Normalized_ion_Larmor_radius____________________________________________ (rho_star)____________________ 1.9603E-03 OP + Normalized_collisionality_______________________________________________ (nu_star)_____________________ 3.7266E-03 OP + Volume_measure_of_elongation____________________________________________ (kappaa_IPB)__________________ 1.6815E+00 OP + Total_volt-second_requirement_(Wb)______________________________________ (vsstt)_______________________ 5.5616E+02 OP + Inductive_volt-seconds_(Wb)_____________________________________________ (vsind)_______________________ 2.3585E+02 OP + Ejima_coefficient_______________________________________________________ (gamma)_______________________ 3.0000E-01 + Start-up_resistive_(Wb)_________________________________________________ (vsres)_______________________ 5.0159E+01 OP + Flat-top_resistive_(Wb)_________________________________________________ (vsbrn)_______________________ 2.7015E+02 OP + bootstrap_current_fraction_multiplier___________________________________ (cboot)_______________________ 1.0000E+00 + Bootstrap_fraction_(ITER_1989)__________________________________________ (bscf_iter89)_________________ 3.7098E-01 + Bootstrap_fraction_(Sauter_et_al)_______________________________________ (bscf_sauter)_________________ 4.1920E-01 + Bootstrap_fraction_(Nevins_et_al)_______________________________________ (bscf_nevins)_________________ 3.5042E-01 + Bootstrap_fraction_(Wilson)_____________________________________________ (bscf_wilson)_________________ 4.3349E-01 + Diamagnetic_fraction_(Hender)___________________________________________ (diacf_hender)________________ 1.2017E-02 + Diamagnetic_fraction_(SCENE)____________________________________________ (diacf_scene)_________________ 1.1139E-02 + Pfirsch-Schlueter_fraction_(SCENE)______________________________________ (pscf_scene)__________________ -3.0283E-03 + Bootstrap_fraction_(enforced)___________________________________________ (bootipf.)____________________ 4.1920E-01 + Diamagnetic_fraction_(enforced)_________________________________________ (diaipf.)_____________________ 0.0000E+00 + Pfirsch-Schlueter_fraction_(enforced)___________________________________ (psipf.)______________________ 0.0000E+00 + Loop_voltage_during_burn_(V)____________________________________________ (vburn)_______________________ 3.7450E-02 OP + Plasma_resistance_(ohm)_________________________________________________ (rplas)_______________________ 3.9755E-09 OP + Resistive_diffusion_time_(s)____________________________________________ (res_time)____________________ 3.0619E+03 OP + Plasma_inductance_(H)___________________________________________________ (rlp)_________________________ 1.4181E-05 OP + Coefficient_for_sawtooth_effects_on_burn_V-s_requirement________________ (csawth)______________________ 1.0000E+00 + Ratio_of_He_and_pellet_particle_confinement_times_______________________ (tauratio)____________________ 1.0000E+00 + Fuelling_rate_(nucleus-pairs/s)_________________________________________ (qfuel)_______________________ 3.3420E+21 OP + Fuel_burn-up_rate_(reactions/s)_________________________________________ (rndfuel)_____________________ 5.7755E+20 OP + Burn-up_fraction________________________________________________________ (burnup)______________________ 1.7282E-01 + # Energy confinement times, and required H-factors : # + # Current Drive System # + Current_drive_efficiency_model__________________________________________ (iefrf)_______________________ 10 + Secondary_current_drive_efficiency_model________________________________ (iefrffix)____________________ 0 + Ratio_of_power_for_flat-top_to_start-up_(MW)____________________________ (startupratio)________________ 1.0000E+00 + Auxiliary_power_used_for_plasma_heating_only_(MW)_______________________ (pheat)_______________________ 7.5000E+01 + Power_injected_for_current_drive_(MW)___________________________________ (pcurrentdrivemw)_____________ 5.1429E+00 + Maximum_Allowed_Bootstrap_current_fraction______________________________ (bscfmax)_____________________ 9.5000E-01 + Fusion_gain_factor_Q____________________________________________________ (bigq)________________________ 2.0060E+01 OP + Auxiliary_current_drive_(A)_____________________________________________ (auxiliary_cd)________________ 2.3908E+05 OP + Current_drive_efficiency_(A/W)__________________________________________ (effcd)_______________________ 4.6488E-02 OP + Normalised_current_drive_efficiency,_gamma_(10^20_A/W-m2)_______________ (gamcd)_______________________ 3.0000E-01 OP + Wall_plug_to_injector_efficiency________________________________________ (etacd)_______________________ 5.0000E-01 + ECRH_plasma_heating_efficiency__________________________________________ (gamma_ecrh)__________________ 3.0000E-01 + Bootstrap_fraction______________________________________________________ (bootipf)_____________________ 4.1920E-01 + Diamagnetic_fraction____________________________________________________ (diaipf)______________________ 0.0000E+00 + Pfirsch-Schlueter_fraction______________________________________________ (psipf)_______________________ 0.0000E+00 + Auxiliary_current_drive_fraction________________________________________ (faccd)_______________________ 1.4376E-02 + Inductive_fraction______________________________________________________ (facoh)_______________________ 5.6642E-01 + Total___________________________________________________________________ (plasipf+faccd+facoh)_________ 1.0000E+00 + Fraction_of_the_plasma_current_produced_by_non-inductive_means__________ (fvsbrnni)____________________ 4.3358E-01 ITV + Electron_cyclotron_injected_power_(MW)__________________________________ (echpwr)______________________ 8.0143E+01 OP + Maximum_allowable_ECRH_power_(MW)_______________________________________ (pinjalw)_____________________ 2.0000E+02 + ECH_wall_plug_efficiency________________________________________________ (etaech)______________________ 5.0000E-01 + ECH_wall_plug_power_(MW)________________________________________________ (echwpow)_____________________ 1.6029E+02 OP + Total_V-s_capability_of_Central_Solenoid/PF_coils_(Wb)__________________ (abs(vstot))__________________ 5.7728E+02 + Required_volt-seconds_during_start-up_(Wb)______________________________ (vssoft)______________________ 2.8601E+02 + Available_volt-seconds_during_burn_(Wb)_________________________________ (vsmax)_______________________ 2.7014E+02 + # Times # + Initial_charge_time_for_CS_from_zero_current_(s)________________________ (tramp)_______________________ 5.0000E+02 + Plasma_current_ramp-up_time_(s)_________________________________________ (tohs)________________________ 1.6631E+02 + Heating_time_(s)________________________________________________________ (theat)_______________________ 1.0000E+01 + Burn_time_(s)___________________________________________________________ (tburn)_______________________ 7.2035E+03 OP + Reset_time_to_zero_current_for_CS_(s)___________________________________ (tqnch)_______________________ 1.6631E+02 + Time_between_pulses_(s)_________________________________________________ (tdwell)______________________ 1.8000E+03 + Total_plant_cycle_time_(s)______________________________________________ (tcycle)______________________ 9.8463E+03 OP + # Radial Build # + TF_coil_radial_placement_switch_________________________________________ (tf_in_cs)____________________ 0 + TF_coil_radial_placement_switch_________________________________________ (tf_in_cs)____________________ 0 + Machine_bore_(m)________________________________________________________ (bore)________________________ 1.9854E+00 ITV + CS_radial_thickness_(m)_________________________________________________ (ohcth)_______________________ 5.7587E-01 ITV + CS_precompression_(m)___________________________________________________ (precomp)_____________________ 6.8064E-02 + CS_precompresion_to_TF_coil_radial_gap_(m)______________________________ (gapoh)_______________________ 8.0000E-02 + TF_coil_inboard_leg_(m)_________________________________________________ (tfcth)_______________________ 9.1597E-01 ITV + TF_coil_inboard_leg_insulation_gap_(m)__________________________________ (tftsgap)_____________________ 5.0000E-02 + Thermal_shield,_inboard_(m)_____________________________________________ (thshield_ib)_________________ 5.0000E-02 + thermal_shield_to_vessel_radial_gap_(m)_________________________________ (gapds)_______________________ 2.0000E-02 + Inboard_vacuum_vessel_radial_thickness_(m)______________________________ (d_vv_in)_____________________ 3.0000E-01 + Inner_radiation_shield_radial_thickness_(m)_____________________________ (shldith)_____________________ 3.0000E-01 + Gap_(m)_________________________________________________________________ (vvblgap)_____________________ 2.0000E-02 + Inboard_blanket_radial_thickness_(m)____________________________________ (blnkith)_____________________ 7.0000E-01 + Inboard_first_wall_radial_thickness_(m)_________________________________ (fwith)_______________________ 1.8000E-02 + Inboard_scrape-off_radial_thickness_(m)_________________________________ (scrapli)_____________________ 2.5000E-01 + Outboard_scrape-off_radial_thickness_(m)________________________________ (scraplo)_____________________ 2.5000E-01 + Outboard_first_wall_radial_thickness_(m)________________________________ (fwoth)_______________________ 1.8000E-02 + Outboard_blanket_radial_thickness_(m)___________________________________ (blnkoth)_____________________ 1.0000E+00 + Outer_radiation_shield_radial_thickness_(m)_____________________________ (shldoth)_____________________ 8.0000E-01 + Outboard_vacuum_vessel_radial_thickness_(m)_____________________________ (d_vv_out)____________________ 3.0000E-01 + Vessel_to_TF_radial_gap_(m)_____________________________________________ (gapsto)______________________ 1.3720E+00 + Thermal_shield,_outboard_(m)____________________________________________ (thshield_ob)_________________ 5.0000E-02 + Gap_(m)_________________________________________________________________ (tftsgap)_____________________ 5.0000E-02 + TF_coil_outboard_leg_radial_thickness_(m)_______________________________ (tfthko)______________________ 9.1597E-01 + # Vertical Build # + Divertor_null_switch____________________________________________________ (i_single_null)_______________ 1 + Vessel_-_TF_coil_vertical_gap_(m)_______________________________________ (vgap2)_______________________ 1.6300E-01 + Topside_vacuum_vessel_radial_thickness_(m)______________________________ (d_vv_top)____________________ 3.0000E-01 + Top_radiation_shield_thickness_(m)______________________________________ (shldtth)_____________________ 6.0000E-01 + Top_blanket_vertical_thickness_(m)______________________________________ (blnktth)_____________________ 8.5000E-01 + Top_first_wall_vertical_thickness_(m)___________________________________ (fwtth)_______________________ 1.8000E-02 + Top_scrape-off_vertical_thickness_(m)___________________________________ (vgaptop)_____________________ 6.0000E-01 + Plasma_half-height_(m)__________________________________________________ (rminor*kappa)________________ 4.9333E+00 + Bottom_scrape-off_vertical_thickness_(m)________________________________ (vgap)________________________ 2.0019E+00 + Divertor_structure_vertical_thickness_(m)_______________________________ (divfix)______________________ 6.2000E-01 + Bottom_radiation_shield_thickness_(m)___________________________________ (shldlth)_____________________ 7.0000E-01 + Underside_vacuum_vessel_radial_thickness_(m)____________________________ (d_vv_bot)____________________ 3.0000E-01 + External_cryostat_thickness_(m)_________________________________________ (ddwex)_______________________ 1.5000E-01 + Ratio_of_Central_solenoid_height_to_TF_coil_internal_height_____________ (ohhghf)______________________ 9.0000E-01 + Width_of_neutral_beam_duct_where_it_passes_between_the_TF_coils_(m)_____ (beamwd)______________________ 5.8000E-01 + # Divertor build and plasma position # + Plasma_top_position,_radial_(m)_________________________________________ (ptop_radial)_________________ 6.6667E+00 + Plasma_top_position,_vertical_(m)_______________________________________ (ptop_vertical)_______________ 4.9333E+00 + Plasma_geometric_centre,_radial_(m)_____________________________________ (physics_variables.rmajor.)___ 8.0000E+00 + Plasma_geometric_centre,_vertical_(m)___________________________________ (0.0)_________________________ 0.0000E+00 + Plasma_lower_physics_variables.triangularity____________________________ (tril)________________________ 5.0000E-01 + Plasma_elongation_______________________________________________________ (physics_variables.kappa.)____ 1.8500E+00 + TF_coil_vertical_offset_(m)_____________________________________________ (tfoffset)____________________ -6.1694E-01 + Plasma_outer_arc_radius_of_curvature_(m)________________________________ (rco)_________________________ 5.0422E+00 + Plasma_inner_arc_radius_of_curvature_(m)________________________________ (rci)_________________________ 9.7933E+00 + Plasma_lower_X-pt,_radial_(m)___________________________________________ (rxpt)________________________ 6.6667E+00 + Plasma_lower_X-pt,_vertical_(m)_________________________________________ (zxpt)________________________ -4.9333E+00 + Poloidal_plane_angle_between_vertical_and_inner_leg_(rad)_______________ (thetai)______________________ 2.0820E-01 + Poloidal_plane_angle_between_vertical_and_outer_leg_(rad)_______________ (thetao)______________________ 1.0429E+00 + Poloidal_plane_angle_between_inner_leg_and_plate_(rad)__________________ (betai)_______________________ 1.0000E+00 + Poloidal_plane_angle_between_outer_leg_and_plate_(rad)__________________ (betao)_______________________ 1.0000E+00 + Inner_divertor_leg_poloidal_length_(m)__________________________________ (plsepi)______________________ 1.0000E+00 + Outer_divertor_leg_poloidal_length_(m)__________________________________ (plsepo)______________________ 1.5000E+00 + Inner_divertor_plate_length_(m)_________________________________________ (plleni)______________________ 1.0000E+00 + Outer_divertor_plate_length_(m)_________________________________________ (plleno)______________________ 1.0000E+00 + Inner_strike_point,_radial_(m)__________________________________________ (rspi)________________________ 5.6883E+00 + Inner_strike_point,_vertical_(m)________________________________________ (zspi)________________________ -5.1400E+00 + Inner_plate_top,_radial_(m)_____________________________________________ (rplti)_______________________ 5.8656E+00 + Inner_plate_top,_vertical_(m)___________________________________________ (zplti)_______________________ -4.6725E+00 + Inner_plate_bottom,_radial_(m)__________________________________________ (rplbi)_______________________ 5.5109E+00 + Inner_plate_bottom,_vertical_(m)________________________________________ (zplbi)_______________________ -5.6075E+00 + Outer_strike_point,_radial_(m)__________________________________________ (rspo)________________________ 7.4223E+00 + Outer_strike_point,_vertical_(m)________________________________________ (zspo)________________________ -6.2291E+00 + Outer_plate_top,_radial_(m)_____________________________________________ (rplto)_______________________ 7.6496E+00 + Outer_plate_top,_vertical_(m)___________________________________________ (zplto)_______________________ -5.7838E+00 + Outer_plate_bottom,_radial_(m)__________________________________________ (rplbo)_______________________ 7.1949E+00 + Outer_plate_bottom,_vertical_(m)________________________________________ (zplbo)_______________________ -6.6744E+00 + Calculated_maximum_divertor_height_(m)__________________________________ (divht)_______________________ 2.0019E+00 + # TF coils # + Allowable_maximum_shear_stress_in_TF_coil_case_(Tresca_criterion)_(Pa)__ (sig_tf_case_max)_____________ 7.5000E+08 + Allowable_maximum_shear_stress_in_TF_coil_conduit_(Tresca_criterion)_(Pa (sig_tf_wp_max)_______________ 7.5000E+08 + WP_transverse_modulus_(GPa)_____________________________________________ (eyoung_wp_trans*1.0d-9)______ 4.3534E+01 OP + WP_vertical_modulus_(GPa)_______________________________________________ (eyoung_wp_axial*1.0d-9)______ 1.1510E+02 OP + WP_transverse_Poissons_ratio____________________________________________ (poisson_wp_trans)____________ 3.0390E-01 OP + WP_vertical-transverse_Pois._rat._______________________________________ (poisson_wp_axial)____________ 3.1568E-01 OP + Radial____stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_r_max(1))_____________ 4.8849E-08 + toroidal__stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_t_max(1))_____________ -4.8724E+08 + Vertical__stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_z_max(1))_____________ 2.6028E+08 + Von-Mises_stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_vmises_max(1))________ 6.5725E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_1_(Pa)______________ (sig_tf_tresca_max(1))________ 7.4752E+08 + Radial____stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_r_max(2))_____________ -1.5411E+08 + toroidal__stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_t_max(2))_____________ -3.7861E+08 + Vertical__stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_z_max(2))_____________ 2.6028E+08 + Von-Mises_stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_vmises_max(2))________ 5.5645E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_2_(Pa)______________ (sig_tf_tresca_max(2))________ 6.3889E+08 + Radial____stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_r_max(3))_____________ 6.1398E+06 + toroidal__stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_t_max(3))_____________ -3.6314E+08 + Vertical__stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_z_max(3))_____________ 1.4510E+08 + Von-Mises_stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_vmises_max(3))________ 4.5345E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_3_(Pa)______________ (sig_tf_tresca_max(3))________ 5.0824E+08 + Maximum_radial_deflection_at_midplane_(m)_______________________________ (deflect)_____________________ -6.2714E-03 OP + Vertical_strain_on_casing_______________________________________________ (casestr)_____________________ 1.2697E-03 OP + Radial_strain_on_insulator______________________________________________ (insstrain)___________________ -7.6923E-03 OP + Conductor_technology____________________________________________________ (i_tf_sup)____________________ 1 + Superconductor_material_________________________________________________ (i_tf_sc_mat)_________________ 1 + Presence_of_TF_demountable_joints_______________________________________ (itart)_______________________ 0 + TF_inboard_leg_support_strategy_________________________________________ (i_tf_bucking)________________ 1 + Number_of_TF_coils______________________________________________________ (n_tf)________________________ 16 + Inboard_leg_centre_radius_(m)___________________________________________ (r_tf_inboard_mid)____________ 3.1673E+00 OP + Outboard_leg_centre_radius_(m)__________________________________________ (r_tf_outboard_mid)___________ 1.4985E+01 OP + Total_inboard_leg_radial_thickness_(m)__________________________________ (tfcth)_______________________ 9.1597E-01 ITV + Total_outboard_leg_radial_thickness_(m)_________________________________ (tfthko)______________________ 9.1597E-01 + Outboard_leg_toroidal_thickness_(m)_____________________________________ (tftort)______________________ 1.4145E+00 OP + Maximum_inboard_edge_height_(m)_________________________________________ (hmax)________________________ 8.8182E+00 OP + Mean_coil_circumference_(including_inboard_leg_length)_(m)______________ (tfleng)______________________ 4.7937E+01 OP + Vertical_TF_shape_______________________________________________________ (i_tf_shape)__________________ 1 + TF_coil_arc_point_0_R_(m)_______________________________________________ (xarc(1))_____________________ 3.6253E+00 + TF_coil_arc_point_0_Z_(m)_______________________________________________ (yarc(1))_____________________ 4.5506E+00 + TF_coil_arc_point_1_R_(m)_______________________________________________ (xarc(2))_____________________ 7.4667E+00 + TF_coil_arc_point_1_Z_(m)_______________________________________________ (yarc(2))_____________________ 7.5843E+00 + TF_coil_arc_point_2_R_(m)_______________________________________________ (xarc(3))_____________________ 1.4527E+01 + TF_coil_arc_point_2_Z_(m)_______________________________________________ (yarc(3))_____________________ 0.0000E+00 + TF_coil_arc_point_3_R_(m)_______________________________________________ (xarc(4))_____________________ 7.4667E+00 + TF_coil_arc_point_3_Z_(m)_______________________________________________ (yarc(4))_____________________ -8.8182E+00 + TF_coil_arc_point_4_R_(m)_______________________________________________ (xarc(5))_____________________ 3.6253E+00 + TF_coil_arc_point_4_Z_(m)_______________________________________________ (yarc(5))_____________________ -5.2909E+00 + TF_cross-section_(total)_(m2)___________________________________________ (tfareain)____________________ 1.8229E+01 + Total_steel_cross-section_(m2)__________________________________________ (a_tf_steel*n_tf)_____________ 1.2853E+01 + Total_steel_TF_fraction_________________________________________________ (f_tf_steel)__________________ 7.0508E-01 + Total_Insulation_cross-section_(total)_(m2)_____________________________ (a_tf_ins*n_tf)_______________ 8.4752E-01 + Total_Insulation_fraction_______________________________________________ (f_tf_ins)____________________ 4.6493E-02 + Casing_cross_section_area_(per_leg)_(m2)________________________________ (acasetf)_____________________ 5.6444E-01 + Inboard_leg_case_plasma_side_wall_thickness_(m)_________________________ (casthi)______________________ 6.0000E-02 + Inboard_leg_case_inboard_"nose"_thickness_(m)___________________________ (thkcas)______________________ 2.8216E-01 ITV + Inboard_leg_case_sidewall_thickness_at_its_narrowest_point_(m)__________ (casths)______________________ 5.0000E-02 + External_case_mass_per_coil_(kg)________________________________________ (whtcas)______________________ 5.5456E+05 OP + WP_cross_section_area_with_insulation_and_insertion_(per_coil)_(m2)_____ (awpc)________________________ 5.7486E-01 + WP_cross_section_area_(per_coil)_(m2)___________________________________ (aswp)________________________ 5.1696E-01 + Winding_pack_radial_thickness_(m)_______________________________________ (dr_tf_wp)____________________ 5.0416E-01 ITV + Winding_pack_toroidal_width_1_(m)_______________________________________ (wwp1)________________________ 1.1904E+00 OP + Winding_pack_toroidal_width_2_(m)_______________________________________ (wwp2)________________________ 1.0901E+00 OP + Ground_wall_insulation_thickness_(m)____________________________________ (tinstf)______________________ 8.0000E-03 + Winding_pack_insertion_gap_(m)__________________________________________ (tfinsgap)____________________ 1.0000E-02 + Steel_WP_cross-section_(total)_(m2)_____________________________________ (aswp*n_tf)___________________ 3.8217E+00 + Steel_WP_fraction_______________________________________________________ (aswp/awpc)___________________ 4.1550E-01 + Insulation_WP_fraction__________________________________________________ (aiwp/awpc)___________________ 4.7934E-02 + Cable_WP_fraction_______________________________________________________ ((awpc-aswp-aiwp)/awpc)_______ 5.3656E-01 + Turn_parametrisation____________________________________________________ (i_tf_turns_integer)__________ 0 + Number_of_turns_per_TF_coil_____________________________________________ (n_tf_turn)___________________ 1.4739E+02 OP + Width_of_turn_including_inter-turn_insulation_(m)_______________________ (t_turn_tf)___________________ 5.9223E-02 OP + Width_of_conductor_(square)_(m)_________________________________________ (t_conductor)_________________ 5.7623E-02 OP + Width_of_space_inside_conductor_(m)_____________________________________ (t_cable)_____________________ 4.1604E-02 OP + Steel_conduit_thickness_(m)_____________________________________________ (thwcndut)____________________ 8.0099E-03 ITV + Inter-turn_insulation_thickness_(m)_____________________________________ (thicndut)____________________ 8.0000E-04 + Diameter_of_central_helium_channel_in_cable_____________________________ (dhecoil)_____________________ 1.0000E-02 + internal_area_of_the_cable_space________________________________________ (acstf)_______________________ 1.6999E-03 + Coolant_fraction_in_conductor_excluding_central_channel_________________ (vftf)________________________ 3.0000E-01 + Copper_fraction_of_conductor____________________________________________ (fcutfsu)_____________________ 8.4212E-01 ITV + Superconductor_fraction_of_conductor____________________________________ (1-fcutfsu)___________________ 1.5788E-01 + Check_total_area_fractions_in_winding_pack_=_1__________________________ ______________________________ 1.0000E+00 + minimum_TF_conductor_temperature_margin__(K)____________________________ (tmargmin_tf)_________________ 1.5000E+00 + TF_conductor_temperature_margin_(K)_____________________________________ (tmargtf)_____________________ 1.5049E+00 + Elastic_properties_behavior_____________________________________________ (i_tf_cond_eyoung_axial)______ 0 + Conductor_axial_Youngs_modulus__________________________________________ (eyoung_cond_axial)___________ 0.0000E+00 + Conductor_transverse_Youngs_modulus_____________________________________ (eyoung_cond_trans)___________ 0.0000E+00 + Superconductor_mass_per_coil_(kg)_______________________________________ (whtconsc)____________________ 4.6964E+03 OP + Copper_mass_per_coil_(kg)_______________________________________________ (whtconcu)____________________ 5.8073E+04 OP + Steel_conduit_mass_per_coil_(kg)________________________________________ (whtconsh)____________________ 8.9310E+04 OP + Conduit_insulation_mass_per_coil_(kg)___________________________________ (whtconin)____________________ 2.3777E+03 OP + Total_conduit_mass_per_coil_(kg)________________________________________ (whtcon)______________________ 1.5446E+05 OP + Mass_of_each_TF_coil_(kg)_______________________________________________ (whttf/n_tf)__________________ 7.1402E+05 OP + Total_TF_coil_mass_(kg)_________________________________________________ (whttf)_______________________ 1.1424E+07 OP + Nominal_peak_field_assuming_toroidal_symmetry_(T)_______________________ (bmaxtf)______________________ 1.2178E+01 OP + Total_current_in_all_TF_coils_(MA)______________________________________ (ritfc/1.D6)__________________ 2.1176E+02 OP + TF_coil_current_(summed_over_all_coils)_(A)_____________________________ (ritfc)_______________________ 2.1176E+08 + Actual_peak_field_at_discrete_conductor_(T)_____________________________ (bmaxtfrp)____________________ 1.2636E+01 OP + Winding_pack_current_density_(A/m2)_____________________________________ (jwptf)_______________________ 2.5602E+07 OP + Inboard_leg_mid-plane_conductor_current_density_(A/m2)__________________ (oacdcp)______________________ 1.1617E+07 + Total_stored_energy_in_TF_coils_(GJ)____________________________________ (estotftgj)___________________ 1.2161E+02 OP + Inboard_vertical_tension_per_coil_(N)___________________________________ (vforce)______________________ 2.0908E+08 OP + Outboard_vertical_tension_per_coil_(N)__________________________________ (vforce_outboard)_____________ 2.0908E+08 OP + inboard_vertical_tension_fraction_(-)___________________________________ (f_vforce_inboard)____________ 5.0000E-01 OP + Centring_force_per_coil_(N/m)___________________________________________ (cforce)______________________ 8.0590E+07 OP + Max_allowed_tfcoil_variables.ripple_amplitude_at_plasma_outboard_midplan (ripmax)______________________ 6.0000E-01 + Ripple_amplitude_at_plasma_outboard_midplane_(%)________________________ (ripple)______________________ 6.0000E-01 OP + Actual_quench_time_(or_time_constant)_(s)_______________________________ (tdmptf)______________________ 1.8429E+01 ITV + Vacuum_Vessel_stress_on_quench_(Pa)_____________________________________ (vv_stress_quench)____________ 6.1442E+07 OP + Maximum_allowed_voltage_during_quench_due_to_insulation_(kV)____________ (vdalw)_______________________ 9.5837E+00 ITV + Actual_quench_voltage_(kV)______________________________________________ (vtfskv)______________________ 9.1862E+00 OP + Maximum_allowed_temp_rise_during_a_quench_(K)___________________________ (tmaxpro)_____________________ 1.5000E+02 + # Superconducting TF Coils # + Superconductor_switch___________________________________________________ (isumat)______________________ 1 + Critical_field_at_zero_temperature_and_strain_(T)_______________________ (bc20m)_______________________ 3.2970E+01 + Critical_temperature_at_zero_field_and_strain_(K)_______________________ (tc0m)________________________ 1.6060E+01 + Helium_temperature_at_peak_field_(=_superconductor_temperature)_(K)_____ (thelium)_____________________ 4.7500E+00 + Total_helium_fraction_inside_cable_space________________________________ (fhetot)______________________ 3.4620E-01 OP + Copper_fraction_of_conductor____________________________________________ (fcutfsu)_____________________ 8.4212E-01 ITV + Residual_manufacturing_strain_on_superconductor_________________________ (str_tf_con_res)______________ -5.0000E-03 + Self-consistent_strain_on_superconductor________________________________ (str_wp)______________________ 2.0730E-03 + Critical_current_density_in_superconductor_(A/m2)_______________________ (jcritsc)_____________________ 7.1337E+08 OP + Critical_current_density_in_strand_(A/m2)_______________________________ (jcritstr)____________________ 1.1263E+08 OP + Critical_current_density_in_winding_pack_(A/m2)_________________________ (jwdgcrt)_____________________ 3.5688E+07 OP + Actual_current_density_in_winding_pack_(A/m2)___________________________ (jwdgop)______________________ 2.5602E+07 OP + Minimum_allowed_temperature_margin_in_superconductor_(K)________________ (tmargmin_tf)_________________ 1.5000E+00 + Actual_temperature_margin_in_superconductor_(K)_________________________ (tmarg)_______________________ 1.5049E+00 OP + Critical_current_(A)____________________________________________________ (icrit)_______________________ 1.2517E+05 OP + Actual_current_(A)______________________________________________________ (cpttf)_______________________ 8.9795E+04 ITV + Actual_current_/_critical_current_______________________________________ (iooic)_______________________ 7.1737E-01 OP + # Central Solenoid and PF Coils # + Central_solenoid_superconductor_material________________________________ (isumatoh)____________________ 1 + Maximum_field_at_Beginning_Of_Pulse_(T)_________________________________ (bmaxoh0)_____________________ 1.4050E+01 OP + Critical_superconductor_current_density_at_BOP_(A/m2)___________________ (jscoh_bop)___________________ 3.4918E+08 OP + Critical_strand_current_density_at_BOP_(A/m2)___________________________ (jstrandoh_bop)_______________ 1.0475E+08 OP + Allowable_overall_current_density_at_BOP_(A/m2)_________________________ (rjohc0)______________________ 3.5294E+07 OP + Actual_overall_current_density_at_BOP_(A/m2)____________________________ (cohbop)______________________ 1.9126E+07 OP + Maximum_field_at_End_Of_Flattop_(T)_____________________________________ (bmaxoh)______________________ 1.3920E+01 OP + Critical_superconductor_current_density_at_EOF_(A/m2)___________________ (jscoh_eof)___________________ 3.6097E+08 OP + Critical_strand_current_density_at_EOF_(A/m2)___________________________ (jstrandoh_eof)_______________ 1.0829E+08 OP + Allowable_overall_current_density_at_EOF_(A/m2)_________________________ (rjohc)_______________________ 3.6485E+07 OP + Actual_overall_current_density_at_EOF_(A/m2)____________________________ (coheof)______________________ 2.0264E+07 ITV + CS_inside_radius_(m)____________________________________________________ (bore)________________________ 1.9854E+00 ITV + CS_thickness_(m)________________________________________________________ (ohcth)_______________________ 5.7587E-01 ITV + Gap_between_central_solenoid_and_TF_coil_(m)____________________________ (gapoh)_______________________ 8.0000E-02 + CS_overall_cross-sectional_area_(m2)____________________________________ (areaoh)______________________ 9.1407E+00 OP + CS_conductor+void_cross-sectional_area_(m2)_____________________________ (awpoh)_______________________ 4.3996E+00 OP + ___CS_conductor_cross-sectional_area_(m2)_______________________________ (awpoh*(1-vfohc))_____________ 3.0797E+00 OP + ___CS_void_cross-sectional_area_(m2)____________________________________ (awpoh*vfohc)_________________ 1.3199E+00 OP + CS_steel_cross-sectional_area_(m2)______________________________________ (areaoh-awpoh)________________ 4.7411E+00 OP + CS_steel_area_fraction__________________________________________________ (oh_steel_frac)_______________ 5.1868E-01 ITV + Switch_for_CS_stress_calculation________________________________________ (i_cs_stress)_________________ 0 + Allowable_stress_in_CS_steel_(Pa)_______________________________________ (alstroh)_____________________ 7.5000E+08 + Hoop_stress_in_CS_steel_(Pa)____________________________________________ (sig_hoop)____________________ 6.7569E+08 OP + Axial_stress_in_CS_steel_(Pa)___________________________________________ (sig_axial)___________________ -7.6205E+08 OP + Maximum_shear_stress_in_CS_steel_for_the_Tresca_criterion_(Pa)__________ (s_tresca_oh)_________________ 6.7569E+08 OP + Axial_force_in_CS_(N)___________________________________________________ (axial_force)_________________ -1.6256E+09 OP + Residual_manufacturing_strain_in_CS_superconductor_material_____________ (tfcoil_variables.str_cs_con_r -5.0000E-03 + Copper_fraction_in_strand_______________________________________________ (fcuohsu)_____________________ 7.0000E-01 + Void_(coolant)_fraction_in_conductor____________________________________ (vfohc)_______________________ 3.0000E-01 + Helium_coolant_temperature_(K)__________________________________________ (tftmp)_______________________ 4.7500E+00 + CS_temperature_margin_(K)_______________________________________________ (tmargoh)_____________________ 1.5052E+00 OP + Minimum_permitted_temperature_margin_(K)________________________________ (tmargmin_cs)_________________ 1.5000E+00 + Residual_hoop_stress_in_CS_Steel_(Pa)___________________________________ (residual_sig_hoop)___________ 2.4000E+08 + Minimum_burn_time_(s)___________________________________________________ (tbrnmn)______________________ 7.2000E+03 + Initial_vertical_crack_size_(m)_________________________________________ (t_crack_vertical)____________ 8.9000E-04 + Initial_radial_crack_size_(m)___________________________________________ (t_crack_radial)______________ 2.6700E-03 + CS_turn_area_(m)________________________________________________________ (a_oh_turn)___________________ 1.9739E-03 + CS_turn_length_(m)______________________________________________________ (l_cond_cst)__________________ 7.6953E-02 + CS_turn_internal_cable_space_radius_(m)_________________________________ (r_in_cst)____________________ 7.4740E-03 + CS_turn_width_(m)_______________________________________________________ (d_cond_cst)__________________ 2.5651E-02 + CS_structural_vertical_thickness_(m)____________________________________ (t_structural_vertical)_______ 5.3514E-03 + CS_structural_radial_thickness_(m)______________________________________ (t_structural_radial)_________ 5.3514E-03 + Allowable_number_of_cycles_till_CS_fracture_____________________________ (n_cycle)_____________________ 1.3378E+02 OP + Minimum_number_of_cycles_required_till_CS_fracture______________________ (n_cycle_min)_________________ 2.0000E+04 OP + PF_coil_superconductor_material_________________________________________ (isumatpf)____________________ 3 + Copper_fraction_in_conductor____________________________________________ (fcupfsu)_____________________ 6.9000E-01 + Maximum_permissible_tensile_stress_(MPa)________________________________ (sigpfcalw)___________________ 5.0000E+02 + JxB_hoop_force_fraction_supported_by_case_______________________________ (sigpfcf)_____________________ 6.6600E-01 + PF_coil_0_radius_(m)____________________________________________________ (rpf[0]_______________________ 5.5667E+00 + PF_coil_0_vertical_position_(m)_________________________________________ (zpf[0])______________________ 9.3603E+00 + PF_coil_0_radial_thickness_(m)__________________________________________ (pfdr(0))_____________________ 1.2727E+00 + PF_coil_0_vertical_thickness_(m)________________________________________ (pfdz(0))_____________________ 1.2727E+00 + PF_coil_0_turns_________________________________________________________ (turns[0])____________________ 4.4541E+02 + PF_coil_0_current_(MA)__________________________________________________ (ric[0])______________________ 1.7816E+01 + PF_coil_0_field_(T)_____________________________________________________ (bpf[0])______________________ 6.2280E+00 + PF_coil_1_radius_(m)____________________________________________________ (rpf[1]_______________________ 5.5667E+00 + PF_coil_1_vertical_position_(m)_________________________________________ (zpf[1])______________________ -1.0594E+01 + PF_coil_1_radial_thickness_(m)__________________________________________ (pfdr(1))_____________________ 1.3651E+00 + PF_coil_1_vertical_thickness_(m)________________________________________ (pfdz(1))_____________________ -1.3651E+00 + PF_coil_1_turns_________________________________________________________ (turns[1])____________________ 5.1248E+02 + PF_coil_1_current_(MA)__________________________________________________ (ric[1])______________________ 2.0499E+01 + PF_coil_1_field_(T)_____________________________________________________ (bpf[1])______________________ 6.6990E+00 + PF_coil_2_radius_(m)____________________________________________________ (rpf[2]_______________________ 1.6731E+01 + PF_coil_2_vertical_position_(m)_________________________________________ (zpf[2])______________________ 2.6667E+00 + PF_coil_2_radial_thickness_(m)__________________________________________ (pfdr(2))_____________________ 1.1332E+00 + PF_coil_2_vertical_thickness_(m)________________________________________ (pfdz(2))_____________________ 1.1332E+00 + PF_coil_2_turns_________________________________________________________ (turns[2])____________________ 1.9262E+02 + PF_coil_2_current_(MA)__________________________________________________ (ric[2])______________________ -7.7049E+00 + PF_coil_2_field_(T)_____________________________________________________ (bpf[2])______________________ 2.6389E+00 + PF_coil_3_radius_(m)____________________________________________________ (rpf[3]_______________________ 1.6731E+01 + PF_coil_3_vertical_position_(m)_________________________________________ (zpf[3])______________________ -2.6667E+00 + PF_coil_3_radial_thickness_(m)__________________________________________ (pfdr(3))_____________________ 1.1332E+00 + PF_coil_3_vertical_thickness_(m)________________________________________ (pfdz(3))_____________________ -1.1332E+00 + PF_coil_3_turns_________________________________________________________ (turns[3])____________________ 1.9262E+02 + PF_coil_3_current_(MA)__________________________________________________ (ric[3])______________________ -7.7049E+00 + PF_coil_3_field_(T)_____________________________________________________ (bpf[3])______________________ 2.6389E+00 + PF_coil_4_radius_(m)____________________________________________________ (rpf[4]_______________________ 1.5209E+01 + PF_coil_4_vertical_position_(m)_________________________________________ (zpf[4])______________________ 7.4667E+00 + PF_coil_4_radial_thickness_(m)__________________________________________ (pfdr(4))_____________________ 8.0773E-01 + PF_coil_4_vertical_thickness_(m)________________________________________ (pfdz(4))_____________________ 8.0773E-01 + PF_coil_4_turns_________________________________________________________ (turns[4])____________________ 1.3049E+02 + PF_coil_4_current_(MA)__________________________________________________ (ric[4])______________________ -5.2194E+00 + PF_coil_4_field_(T)_____________________________________________________ (bpf[4])______________________ 2.5737E+00 + PF_coil_5_radius_(m)____________________________________________________ (rpf[5]_______________________ 1.5209E+01 + PF_coil_5_vertical_position_(m)_________________________________________ (zpf[5])______________________ -7.4667E+00 + PF_coil_5_radial_thickness_(m)__________________________________________ (pfdr(5))_____________________ 8.0773E-01 + PF_coil_5_vertical_thickness_(m)________________________________________ (pfdz(5))_____________________ -8.0773E-01 + PF_coil_5_turns_________________________________________________________ (turns[5])____________________ 1.3049E+02 + PF_coil_5_current_(MA)__________________________________________________ (ric[5])______________________ -5.2194E+00 + PF_coil_5_field_(T)_____________________________________________________ (bpf[5])______________________ 2.5737E+00 + Central_solenoid_radius_(m)_____________________________________________ (rpf[nohc-1])_________________ 2.2734E+00 + Central_solenoid_vertical_position_(m)__________________________________ (zpf[nohc-1])_________________ 0.0000E+00 + Central_solenoid_radial_thickness_(m)___________________________________ (ohdr)________________________ 5.7587E-01 + Central_solenoid_vertical_thickness_(m)_________________________________ (ohdz)________________________ 1.5873E+01 + Central_solenoid_turns__________________________________________________ (turns[nohc-1])_______________ 4.6308E+03 + Central_solenoid_current_(MA)___________________________________________ (ric[nohc-1])_________________ -1.8523E+02 + Central_solenoid_field_(T)______________________________________________ (bpf[nohc-1])_________________ 1.4050E+01 + Sum_of_squares_of_residuals_____________________________________________ (ssq0)________________________ 3.5207E-04 OP + Smoothing_parameter_____________________________________________________ (alfapf)______________________ 5.0000E-10 + # Volt Second Consumption # + Total_volt-second_consumption_by_coils_(Wb)_____________________________ (vstot)_______________________ -5.8000E+02 OP + # Waveforms # + Ratio_of_central_solenoid_current_at_beginning_of_Pulse_/_end_of_flat-to (fcohbop)_____________________ 9.4380E-01 ITV + Ratio_of_central_solenoid_current_at_beginning_of_Flat-top_/_end_of_flat (fcohbof)_____________________ -1.4083E-01 OP + # PF Circuit Waveform Data # + Number_of_PF_circuits_including_CS_and_plasma___________________________ (ncirt)_______________________ 8 + PF_Circuit_0_Time_point_0_(A)___________________________________________ (pfc0t0)______________________ 0.0000E+00 + PF_Circuit_0_Time_point_1_(A)___________________________________________ (pfc0t1)______________________ 1.3971E+07 + PF_Circuit_0_Time_point_2_(A)___________________________________________ (pfc0t2)______________________ 1.7816E+07 + PF_Circuit_0_Time_point_3_(A)___________________________________________ (pfc0t3)______________________ 1.7816E+07 + PF_Circuit_0_Time_point_4_(A)___________________________________________ (pfc0t4)______________________ 9.2844E+05 + PF_Circuit_0_Time_point_5_(A)___________________________________________ (pfc0t5)______________________ 0.0000E+00 + PF_Circuit_1_Time_point_0_(A)___________________________________________ (pfc1t0)______________________ 0.0000E+00 + PF_Circuit_1_Time_point_1_(A)___________________________________________ (pfc1t1)______________________ 1.8269E+07 + PF_Circuit_1_Time_point_2_(A)___________________________________________ (pfc1t2)______________________ 2.0499E+07 + PF_Circuit_1_Time_point_3_(A)___________________________________________ (pfc1t3)______________________ 2.0499E+07 + PF_Circuit_1_Time_point_4_(A)___________________________________________ (pfc1t4)______________________ -1.5831E+06 + PF_Circuit_1_Time_point_5_(A)___________________________________________ (pfc1t5)______________________ 0.0000E+00 + PF_Circuit_2_Time_point_0_(A)___________________________________________ (pfc2t0)______________________ -0.0000E+00 + PF_Circuit_2_Time_point_1_(A)___________________________________________ (pfc2t1)______________________ 4.9542E+05 + PF_Circuit_2_Time_point_2_(A)___________________________________________ (pfc2t2)______________________ -7.1060E+06 + PF_Circuit_2_Time_point_3_(A)___________________________________________ (pfc2t3)______________________ -7.1060E+06 + PF_Circuit_2_Time_point_4_(A)___________________________________________ (pfc2t4)______________________ -7.7049E+06 + PF_Circuit_2_Time_point_5_(A)___________________________________________ (pfc2t5)______________________ -0.0000E+00 + PF_Circuit_3_Time_point_0_(A)___________________________________________ (pfc3t0)______________________ -0.0000E+00 + PF_Circuit_3_Time_point_1_(A)___________________________________________ (pfc3t1)______________________ 4.9542E+05 + PF_Circuit_3_Time_point_2_(A)___________________________________________ (pfc3t2)______________________ -7.1060E+06 + PF_Circuit_3_Time_point_3_(A)___________________________________________ (pfc3t3)______________________ -7.1060E+06 + PF_Circuit_3_Time_point_4_(A)___________________________________________ (pfc3t4)______________________ -7.7049E+06 + PF_Circuit_3_Time_point_5_(A)___________________________________________ (pfc3t5)______________________ -0.0000E+00 + PF_Circuit_4_Time_point_0_(A)___________________________________________ (pfc4t0)______________________ -0.0000E+00 + PF_Circuit_4_Time_point_1_(A)___________________________________________ (pfc4t1)______________________ 3.2650E+05 + PF_Circuit_4_Time_point_2_(A)___________________________________________ (pfc4t2)______________________ -4.8247E+06 + PF_Circuit_4_Time_point_3_(A)___________________________________________ (pfc4t3)______________________ -4.8247E+06 + PF_Circuit_4_Time_point_4_(A)___________________________________________ (pfc4t4)______________________ -5.2194E+06 + PF_Circuit_4_Time_point_5_(A)___________________________________________ (pfc4t5)______________________ -0.0000E+00 + PF_Circuit_5_Time_point_0_(A)___________________________________________ (pfc5t0)______________________ -0.0000E+00 + PF_Circuit_5_Time_point_1_(A)___________________________________________ (pfc5t1)______________________ 3.2650E+05 + PF_Circuit_5_Time_point_2_(A)___________________________________________ (pfc5t2)______________________ -4.8247E+06 + PF_Circuit_5_Time_point_3_(A)___________________________________________ (pfc5t3)______________________ -4.8247E+06 + PF_Circuit_5_Time_point_4_(A)___________________________________________ (pfc5t4)______________________ -5.2194E+06 + PF_Circuit_5_Time_point_5_(A)___________________________________________ (pfc5t5)______________________ -0.0000E+00 + CS_Circuit_Time_point_0_(A)_____________________________________________ (cs_t0)_______________________ -0.0000E+00 + CS_Circuit_Time_point_1_(A)_____________________________________________ (cs_t1)_______________________ 1.7482E+08 + CS_Circuit_Time_point_2_(A)_____________________________________________ (cs_t2)_______________________ 2.6086E+07 + CS_Circuit_Time_point_3_(A)_____________________________________________ (cs_t3)_______________________ 2.6086E+07 + CS_Circuit_Time_point_4_(A)_____________________________________________ (cs_t4)_______________________ -1.8523E+08 + CS_Circuit_Time_point_5_(A)_____________________________________________ (cs_t5)_______________________ -0.0000E+00 + Plasma_Time_point_0_(A)_________________________________________________ (plasmat0)____________________ 0.0000E+00 + Plasma_Time_point_1_(A)_________________________________________________ (plasmat1)____________________ 0.0000E+00 + Plasma_Time_point_2_(A)_________________________________________________ (plasmat2)____________________ 1.6631E+07 + Plasma_Time_point_3_(A)_________________________________________________ (plasmat3)____________________ 1.6631E+07 + Plasma_Time_point_4_(A)_________________________________________________ (plasmat4)____________________ 1.6631E+07 + Plasma_Time_point_5_(A)_________________________________________________ (plasmat5)____________________ 0.0000E+00 + # Support Structure # + Outer_PF_coil_fence_mass_(kg)___________________________________________ (fncmass)_____________________ 2.2924E+05 OP + Intercoil_support_structure_mass_(kg)___________________________________ (aintmass)____________________ 4.3045E+06 OP + Mass_of_cooled_components_(kg)__________________________________________ (coldmass)____________________ 3.4369E+07 OP + Gravity_support_structure_mass_(kg)_____________________________________ (clgsmass)____________________ 1.2760E+06 OP + Torus_leg_support_mass_(kg)_____________________________________________ (gsm1)________________________ 8.5820E+04 OP + Ring_beam_mass_(kg)_____________________________________________________ (gsm2)________________________ 4.0088E+05 OP + Ring_legs_mass_(kg)_____________________________________________________ (gsm3)________________________ 6.8283E+05 OP + # PF Coil Inductances # + # Nuclear Heating Magnets Before Renormalisation # + Shield_line_density_(tonne/m2)__________________________________________ (x_shield)____________________ 4.0560E+00 + Blanket_line_density_(tonne/m2)_________________________________________ (x_blanket)___________________ 2.2911E+00 + Unit_nuclear_heating_in_TF_coil_(W/GW)__________________________________ (tfc_nuc_heating)_____________ 1.4866E+04 + Total_nuclear_heating_in_TF_coil_(MW)___________________________________ (ptfnuc.)_____________________ 2.4085E-02 + powfmw__________________________________________________________________ (powfmw.)_____________________ 1.6202E+03 + total_mass_of_the_TF_coils_(kg)_________________________________________ (whttf)_______________________ 1.1424E+07 + # Pumping for primary coolant (helium) # + Pressure_drop_in_FW_and_blanket_coolant_incl._hx_and_pipes_(Pa)_________ (dp_he)_______________________ 5.5000E+05 + Fraction_of_FW_and_blanket_thermal_power_required_for_pumping___________ (fpump)_______________________ 8.9463E-02 OP + Total_power_absorbed_by_FW_&_blanket_(MW)_______________________________ (p_plasma)____________________ 1.6698E+03 OP + Inlet_temperature_of_FW_&_blanket_coolant_pump_(K)______________________ (t_in_compressor)_____________ 5.5703E+02 OP + Coolant_pump_outlet/Inlet_temperature_of_FW_&_blanket_(K)_______________ (t_in_bb)_____________________ 5.7313E+02 + Outlet_temperature_of_FW_&_blanket_(K)__________________________________ (t_out_bb)____________________ 7.7313E+02 + Mechanical_pumping_power_for_FW_and_blanket_cooling_loop_including_heat_ (htpmw_fw_blkt)_______________ 1.6407E+02 OP + Mechanical_pumping_power_for_divertor_(MW)______________________________ (htpmw_div)___________________ 1.6906E+00 OP + Mechanical_pumping_power_for_shield_and_vacuum_vessel_(MW)______________ (htpmw_shld)__________________ 7.0688E-03 OP + # First wall and blanket : CCFE HCPB model # + Titanium_beryllide_fraction_____________________________________________ (fbltibe12)___________________ 3.7500E-01 + Lithium_orthosilicate_fraction__________________________________________ (fblli2sio4)__________________ 3.7500E-01 + Steel_fraction__________________________________________________________ (fblss_ccfe)__________________ 9.7050E-02 + Coolant_fraction________________________________________________________ (vfcblkt)_____________________ 5.2950E-02 + Purge_gas_fraction______________________________________________________ (vfpblkt)_____________________ 1.0000E-01 + First_Wall_Armour_Volume_(m3)___________________________________________ (fw_armour_vol)_______________ 5.8692E+00 + First_Wall_Volume_(m3)__________________________________________________ (volfw)_______________________ 1.9807E+01 + Blanket_Volume_(m3)_____________________________________________________ (volblkt)_____________________ 1.1849E+03 + Shield_Volume_(m3)______________________________________________________ (volshld)_____________________ 7.8520E+02 + Vacuum_vessel_volume_(m3)_______________________________________________ (vdewin)______________________ 1.0178E+03 + First_Wall_Armour_Mass_(kg)_____________________________________________ (fw_armour_mass)______________ 1.1298E+05 OP + First_Wall_Mass,_excluding_armour_(kg)__________________________________ (fwmass)______________________ 1.5449E+05 OP + Blanket_Mass_-_Total(kg)________________________________________________ (whtblkt)_____________________ 2.9676E+06 OP + ____Blanket_Mass_-_TiBe12_(kg)__________________________________________ (whtbltibe12)_________________ 1.0042E+06 OP + ____Blanket_Mass_-_Li4SiO4_(kg)_________________________________________ (whtblli4sio4)________________ 1.0664E+06 OP + ____Blanket_Mass_-_Steel_(kg)___________________________________________ (whtblss)_____________________ 8.9696E+05 OP + Total_mass_of_armour,_first_wall_and_blanket_(kg)_______________________ (armour_fw_bl_mass)___________ 3.2350E+06 OP + Shield_Mass_(kg)________________________________________________________ (whtshld)_____________________ 2.4498E+06 OP + Vacuum_vessel_mass_(kg)_________________________________________________ (vvmass)______________________ 7.9388E+06 OP + Total_nuclear_heating_in_TF+PF_coils_(CS_is_negligible)_(MW)____________ (ptfnuc)______________________ 2.5118E-02 OP + Total_nuclear_heating_in_FW_(MW)________________________________________ (pnucfw)______________________ 1.6315E+02 OP + Total_nuclear_heating_in_the_blanket_(including_emult)_(MW)_____________ (pnucblkt)____________________ 1.2901E+03 OP + Total_nuclear_heating_in_the_shield_(MW)________________________________ (pnucshld)____________________ 1.4138E+00 OP + Total_nuclear_heating_in_the_divertor_(MW)______________________________ (pnucdiv)_____________________ 1.4906E+02 OP + Blanket_exponential_factor______________________________________________ (exp_blanket)_________________ 9.9936E-01 OP + Shield:_first_exponential_______________________________________________ (exp_shield1)_________________ 1.9523E-03 OP + Shield:_second_exponential______________________________________________ (exp_shield2)_________________ 2.5427E-01 OP + Solid_angle_fraction_taken_by_on_divertor_______________________________ (fdiv)________________________ 1.1500E-01 + Switch_for_plant_secondary_cycle________________________________________ (secondary_cycle)_____________ 2 + First_wall_coolant_pressure_(Pa)________________________________________ (fwpressure)__________________ 1.5500E+07 + Blanket_coolant_pressure_(Pa)___________________________________________ (blpressure)__________________ 1.5500E+07 + Allowable_nominal_neutron_fluence_at_first_wall_(MW.year/m2)____________ (abktflnc)____________________ 5.0000E+00 + No_of_inboard_blanket_modules_poloidally________________________________ (nblktmodpi)__________________ 7 + No_of_inboard_blanket_modules_toroidally________________________________ (nblktmodti)__________________ 32 + No_of_outboard_blanket_modules_poloidally_______________________________ (nblktmodpo)__________________ 8 + No_of_outboard_blanket_modules_toroidally_______________________________ (nblktmodto)__________________ 48 + Isentropic_efficiency_of_first_wall_/_blanket_coolant_pumps_____________ (etaiso)______________________ 9.0000E-01 + First_wall_area_(m2)____________________________________________________ (fwarea)______________________ 1.6044E+03 OP + Cryostat_internal_radius_(m)____________________________________________ (rdewex)______________________ 1.7798E+01 OP + Cryostat_internal_half-height_(m)_______________________________________ (zdewex)______________________ 1.5339E+01 OP + Vertical_clearance_from_TF_coil_to_cryostat_(m)_________________________ (clh1)________________________ 5.6044E+00 OP + Divertor_area_(m2)______________________________________________________ (divsur)______________________ 1.4879E+02 OP + Divertor_mass_(kg)______________________________________________________ (divmas)______________________ 3.6453E+04 OP + # Superconducting TF Coil Power Conversion # + TF_coil_current_(kA)____________________________________________________ (itfka)_______________________ 8.9795E+01 OP + Number_of_TF_coils______________________________________________________ (ntfc)________________________ 1.6000E+01 + Voltage_across_a_TF_coil_during_quench_(kV)_____________________________ (vtfskv)______________________ 9.1862E+00 OP + TF_coil_charge_time_(hours)_____________________________________________ (tchghr)______________________ 4.0000E+00 + Total_inductance_of_TF_coils_(H)________________________________________ (ltfth)_______________________ 3.0165E+01 OP + Total_resistance_of_TF_coils_(ohm)______________________________________ (rcoils)______________________ 0.0000E+00 OP + TF_coil_charging_voltage_(V)____________________________________________ (tfcv)________________________ 2.9268E+02 + Number_of_DC_circuit_breakers___________________________________________ (ntfbkr)______________________ 1.6000E+01 + Number_of_dump_resistors________________________________________________ (ndumpr)______________________ 6.4000E+01 + Resistance_per_dump_resistor_(ohm)______________________________________ (r1dump)______________________ 1.0230E-01 OP + Dump_resistor_peak_power_(MW)___________________________________________ (r1ppmw)______________________ 2.0622E+02 OP + Energy_supplied_per_dump_resistor_(MJ)__________________________________ (r1emj)_______________________ 1.9002E+03 OP + TF_coil_L/R_time_constant_(s)___________________________________________ (ttfsec)______________________ 1.8429E+01 OP + Power_supply_voltage_(V)________________________________________________ (tfpsv)_______________________ 3.0731E+02 OP + Power_supply_current_(kA)_______________________________________________ (tfpska)______________________ 9.4285E+01 OP + DC_power_supply_rating_(kW)_____________________________________________ (tfckw)_______________________ 2.8975E+04 OP + AC_power_for_charging_(kW)______________________________________________ (tfackw)______________________ 3.2194E+04 OP + TF_coil_resistive_power_(MW)____________________________________________ (rpower)______________________ 9.3902E+00 OP + TF_coil_inductive_power_(MVA)___________________________________________ (xpower)______________________ 1.6891E+01 OP + Aluminium_bus_current_density_(kA/cm2)__________________________________ (djmka)_______________________ 1.2500E-01 + Aluminium_bus_cross-sectional_area_(cm2)________________________________ (albusa)______________________ 7.1836E+02 OP + Total_length_of_TF_coil_bussing_(m)_____________________________________ (tfbusl)______________________ 3.1931E+03 OP + Aluminium_bus_weight_(tonnes)___________________________________________ (albuswt)_____________________ 6.1932E+02 OP + Total_TF_coil_bus_resistance_(ohm)______________________________________ (rtfbus)______________________ 1.1646E-03 OP + TF_coil_bus_voltage_drop_(V)____________________________________________ (vtfbus)______________________ 1.0457E+02 OP + Dump_resistor_floor_area_(m2)___________________________________________ (drarea)______________________ 4.9234E+03 OP + TF_coil_power_conversion_floor_space_(m2)_______________________________ (tfcfsp)______________________ 1.8228E+03 OP + TF_coil_power_conv._building_volume_(m3)________________________________ (tfcbv)_______________________ 1.0937E+04 OP + TF_coil_AC_inductive_power_demand_(MW)__________________________________ (xpwrmw)______________________ 1.8768E+01 OP + Total_steady_state_AC_power_demand_(MW)_________________________________ (tfacpd)______________________ 1.0434E+01 OP + # PF Coils and Central Solenoid: Power and Energy # + Number_of_PF_coil_circuits______________________________________________ (pfckts)______________________ 1.2000E+01 + Sum_of_PF_power_supply_ratings_(MVA)____________________________________ (spsmva)______________________ 3.0313E+02 OP + Total_PF_coil_circuit_bus_length_(m)____________________________________ (spfbusl)_____________________ 2.4480E+03 OP + Total_PF_coil_bus_resistive_power_(kW)__________________________________ (pfbuspwr)____________________ 9.6485E+02 OP + Total_PF_coil_resistive_power_(kW)______________________________________ (srcktpm)_____________________ 9.6485E+02 OP + Maximum_PF_coil_voltage_(kV)____________________________________________ (vpfskv)______________________ 2.0000E+01 + Efficiency_of_transfer_of_PF_stored_energy_into_or_out_of_storage_______ (etapsu)______________________ 9.0000E-01 + Maximum_stored_energy_in_poloidal_field_(MJ)____________________________ (ensxpfm)_____________________ 2.8804E+04 OP + Peak_absolute_rate_of_change_of_stored_energy_in_poloidal_field_(MW)____ (peakpoloidalpower)___________ 1.7319E+02 OP + # Vacuum System # + First_wall_outgassing_rate_(Pa_m/s)_____________________________________ (rat)_________________________ 1.3000E-08 + Total_outgassing_load_(Pa_m3/s)_________________________________________ (ogas)________________________ 1.6691E-04 OP + Base_pressure_required_(Pa)_____________________________________________ (pbase)_______________________ 5.0000E-04 + Required_N2_pump_speed_(m3/s)___________________________________________ (s(1))________________________ 3.3381E-01 OP + N2_pump_speed_provided_(m3/s)___________________________________________ (snet(1))_____________________ 2.3404E+01 OP + Plasma_chamber_volume_(m3)______________________________________________ (volume)______________________ 2.2588E+03 OP + Chamber_pressure_after_burn_(Pa)________________________________________ (pend)________________________ 1.6698E-01 OP + Chamber_pressure_before_burn_(Pa)_______________________________________ (pstart)______________________ 1.6698E-03 + Allowable_pumping_time_switch___________________________________________ (dwell_pump)__________________ 0 + Dwell_time_between_burns_(s)____________________________________________ (tdwell.)_____________________ 1.8000E+03 + CS_ramp-up_time_burns_(s)_______________________________________________ (tramp.)______________________ 5.0000E+02 + Allowable_pumping_time_between_burns_(s)________________________________ (tpump)_______________________ 1.8000E+03 + Required_D-T_pump_speed_(m3/s)__________________________________________ (s(2))________________________ 5.7790E+00 OP + D-T_pump_speed_provided_(m3/s)__________________________________________ (snet(2))_____________________ 5.6700E+01 OP + Divertor_chamber_gas_pressure_(Pa)______________________________________ (prdiv)_______________________ 3.6000E-01 + Helium_gas_fraction_in_divertor_chamber_________________________________ (fhe)_________________________ 1.7218E-01 OP + Required_helium_pump_speed_(m3/s)_______________________________________ (s(3))________________________ 3.8423E+01 OP + Helium_pump_speed_provided_(m3/s)_______________________________________ (snet(3))_____________________ 3.8423E+01 OP + D-T_fuelling_rate_(kg/s)________________________________________________ (frate)_______________________ 2.7747E-05 OP + Required_D-T_pump_speed_(m3/s)__________________________________________ (s(4))________________________ 3.8423E+01 OP + D-T_pump_speed_provided_(m3/s)__________________________________________ (snet(4))_____________________ 5.6700E+01 OP + Number_of_large_pump_ducts______________________________________________ (nduct)_______________________ 16 + Passage_diameter,_divertor_to_ducts_(m)_________________________________ (d(imax))_____________________ 4.7857E-01 OP + Passage_length_(m)______________________________________________________ (l1)__________________________ 1.7160E+00 OP + Diameter_of_ducts_(m)___________________________________________________ (dout)________________________ 5.7428E-01 OP + Duct_length,_divertor_to_elbow_(m)______________________________________ (l2)__________________________ 4.8000E+00 OP + Duct_length,_elbow_to_pumps_(m)_________________________________________ (l3)__________________________ 2.0000E+00 + Number_of_pumps_________________________________________________________ (pumpn)_______________________ 3.2000E+01 OP + # Plant Buildings System # + Internal_volume_of_reactor_building_(m3)________________________________ (vrci)________________________ 9.9708E+05 + Dist_from_centre_of_torus_to_bldg_wall_(m)______________________________ (wrbi)________________________ 3.9531E+01 + Effective_floor_area_(m2)_______________________________________________ (efloor)______________________ 3.3660E+05 + Reactor_building_volume_(m3)____________________________________________ (rbv)_________________________ 1.1310E+06 + Reactor_maintenance_building_volume_(m3)________________________________ (rmbv)________________________ 3.9641E+05 + Warmshop_volume_(m3)____________________________________________________ (wsv)_________________________ 1.2531E+05 + Tritium_building_volume_(m3)____________________________________________ (triv)________________________ 4.0000E+04 + Electrical_building_volume_(m3)_________________________________________ (elev)________________________ 5.1937E+04 + Control_building_volume_(m3)____________________________________________ (conv)________________________ 6.0000E+04 + Cryogenics_building_volume_(m3)_________________________________________ (cryv)________________________ 1.4976E+04 + Administration_building_volume_(m3)_____________________________________ (admv)________________________ 1.0000E+05 + Shops_volume_(m3)_______________________________________________________ (shov)________________________ 1.0000E+05 + Total_volume_of_nuclear_buildings_(m3)__________________________________ (volnucb)_____________________ 1.5738E+06 + # Electric Power Requirements # + Facility_base_load_(MW)_________________________________________________ (basemw)______________________ 5.0000E+00 + Divertor_coil_power_supplies_(MW)_______________________________________ (bdvmw)_______________________ 0.0000E+00 + Cryoplant_electric_power_(MW)___________________________________________ (crymw)_______________________ 3.6566E+01 OP + Primary_coolant_pumps_(MW)______________________________________________ (htpmw..)_____________________ 1.9053E+02 OP + PF_coil_power_supplies_(MW)_____________________________________________ (ppfmw)_______________________ 8.5511E+01 OP + TF_coil_power_supplies_(MW)_____________________________________________ (ptfmw)_______________________ 1.0434E+01 OP + Plasma_heating_supplies_(MW)____________________________________________ (pheatingmw)__________________ 1.6029E+02 OP + Tritium_processing_(MW)_________________________________________________ (trithtmw..)__________________ 1.5000E+01 + Vacuum_pumps__(MW)______________________________________________________ (vachtmw..)___________________ 5.0000E-01 + Total_pulsed_power_(MW)_________________________________________________ (pacpmw)______________________ 5.5432E+02 OP + Total_base_power_required_at_all_times_(MW)_____________________________ (fcsht)_______________________ 5.5490E+01 OP + # Cryogenics # + Conduction_and_radiation_heat_loads_on_cryogenic_components_(MW)________ (qss/1.0d6)___________________ 1.4779E-02 OP + Nuclear_heating_of_cryogenic_components_(MW)____________________________ (qnuc/1.0d6)__________________ 1.3000E-02 OP + AC_losses_in_cryogenic_components_(MW)__________________________________ (qac/1.0d6)___________________ 3.8170E-03 OP + Resistive_losses_in_current_leads_(MW)__________________________________ (qcl/1.0d6)___________________ 1.9539E-02 OP + 45%_allowance_for_heat_loads_in_transfer_lines,_storage_tanks_etc_(MW)__ (qmisc/1.0d6)_________________ 2.3011E-02 OP + Sum_=_Total_heat_removal_at_cryogenic_temperatures_(tfcoil_variables.tmp (helpow_+_helpow_cryal/1.0d6)_ 7.4146E-02 OP + Temperature_of_cryogenic_superconducting_components_(K)_________________ (tmpcry)______________________ 4.5000E+00 + Temperature_of_cryogenic_aluminium_components_(K)_______________________ (tcoolin)_____________________ 3.1315E+02 + Efficiency_(figure_of_merit)_of_cryogenic_plant_is_13%_of_ideal_Carnot_v ______________________________ 2.0277E-03 OP + Efficiency_(figure_of_merit)_of_cryogenic_aluminium_plant_is_40%_of_idea ______________________________ -2.0203E+00 OP + Electric_power_for_cryogenic_plant_(MW)_________________________________ (crypmw)______________________ 3.6566E+01 OP + # Plant Power / Heat Transport Balance # + Neutron_power_multiplication_in_blanket_________________________________ (emult)_______________________ 1.2690E+00 + Divertor_area_fraction_of_whole_toroid_surface__________________________ (fdiv)________________________ 1.1500E-01 + H/CD_apparatus_+_diagnostics_area_fraction______________________________ (fhcd)________________________ 0.0000E+00 + First_wall_area_fraction________________________________________________ (1-fdiv-fhcd)_________________ 8.8500E-01 + Switch_for_pumping_of_primary_coolant___________________________________ (primary_pumping)_____________ 3 + Mechanical_pumping_power_for_FW_cooling_loop_including_heat_exchanger_(M (htpmw_fw)____________________ 0.0000E+00 OP + Mechanical_pumping_power_for_blanket_cooling_loop_including_heat_exchang (htpmw_blkt)__________________ 0.0000E+00 OP + Mechanical_pumping_power_for_FW_and_blanket_cooling_loop_including_heat_ (htpmw_fw_blkt)_______________ 1.6407E+02 OP + Mechanical_pumping_power_for_divertor_(MW)______________________________ (htpmw_div)___________________ 1.6906E+00 OP + Mechanical_pumping_power_for_shield_and_vacuum_vessel_(MW)______________ (htpmw_shld)__________________ 7.0688E-03 OP + Electrical_pumping_power_for_FW_and_blanket_(MW)________________________ (htpmwe_fw_blkt)______________ 1.8858E+02 OP + Electrical_pumping_power_for_shield_(MW)________________________________ (htpmwe_shld)_________________ 8.1250E-03 OP + Electrical_pumping_power_for_divertor_(MW)______________________________ (htpmwe_div)__________________ 1.9433E+00 OP + Total_electrical_pumping_power_for_primary_coolant_(MW)_________________ (htpmw)_______________________ 1.9053E+02 OP + Coolant_pump_power_/_non-pumping_thermal_power_in_shield________________ (fpumpshld)___________________ 5.0000E-03 + Coolant_pump_power_/_non-pumping_thermal_power_in_divertor______________ (fpumpdiv)____________________ 5.0000E-03 + Electrical_efficiency_of_heat_transport_coolant_pumps___________________ (etahtp)______________________ 8.7000E-01 + Thermal_to_electric_conversion_efficiency_of_the_power_conversion_cycle_ (etath)_______________________ 4.0000E-01 + Fraction_of_total_high-grade_thermal_power_to_divertor__________________ (pdivfraction)________________ 1.5623E-01 + Total_power_leaving_reactor_(across_vacuum_vessel_boundary)_(MW)________ ______________________________ 2.0111E+03 + Heat_removal_from_cryogenic_plant_(MW)__________________________________ (crypmw)______________________ 3.6566E+01 + Heat_removal_from_facilities_(MW)_______________________________________ (fachtmw)_____________________ 5.5490E+01 + Coolant_pumping_efficiency_losses_(MW)__________________________________ (htpsecmw)____________________ 2.4769E+01 + Heat_removal_from_injection_power_(MW)__________________________________ (pinjht)______________________ 8.0143E+01 + Heat_removal_from_tritium_plant_(MW)____________________________________ (trithtmw)____________________ 1.5000E+01 + Heat_removal_from_vacuum_pumps_(MW)_____________________________________ (vachtmw)_____________________ 5.0000E-01 + TF_coil_resistive_power_(MW)____________________________________________ (tfcmw)_______________________ 0.0000E+00 + Total_low-grade_thermal_power_(MW)______________________________________ (psechtmw)____________________ 2.2417E+02 + Total_High-grade_thermal_power_(MW)_____________________________________ (pthermmw)____________________ 2.1751E+03 + Number_of_primary_heat_exchangers_______________________________________ (nphx)________________________ 3 OP + Transport_power_from_scaling_law_(MW)___________________________________ (pscalingmw)__________________ 2.9785E+02 + Radiation_power_from_inside_"coreradius"_(MW)___________________________ (pcoreradmw.)_________________ 9.1650E+01 + Total_(MW)______________________________________________________________ ______________________________ 3.8950E+02 + Alpha_power_deposited_in_plasma_(MW)____________________________________ (falpha*palpmw)_______________ 3.0746E+02 + Power_from_charged_products_of_DD_and/or_D-He3_fusion_(MW)______________ (pchargemw.)__________________ 1.2659E+00 + Ohmic_heating_(MW)______________________________________________________ (pohmmw.)_____________________ 6.2284E-01 + Injected_power_deposited_in_plasma_(MW)_________________________________ (pinjmw)______________________ 8.0143E+01 + Total_(MW)______________________________________________________________ ______________________________ 3.8950E+02 + Fusion_power_(MW)_______________________________________________________ (powfmw)______________________ 1.6202E+03 + Power_from_energy_multiplication_in_blanket_and_shield_(MW)_____________ (emultmw)_____________________ 3.0836E+02 + Injected_power_(MW)_____________________________________________________ (pinjmw.)_____________________ 8.0143E+01 + Ohmic_power_(MW)________________________________________________________ (pohmmw.)_____________________ 6.2284E-01 + Power_deposited_in_primary_coolant_by_pump_(MW)_________________________ (htpmw_mech)__________________ 1.6576E+02 + Total_(MW)______________________________________________________________ ______________________________ 2.1751E+03 + Heat_extracted_from_first_wall_and_blanket_(MW)_________________________ (pthermfw_blkt)_______________ 1.8339E+03 + Heat_extracted_from_shield__(MW)________________________________________ (pthermshld)__________________ 1.4208E+00 + Heat_extracted_from_divertor_(MW)_______________________________________ (pthermdiv)___________________ 3.3982E+02 + Nuclear_and_photon_power_lost_to_H/CD_system_(MW)_______________________ (psechcd)_____________________ 0.0000E+00 + Nuclear_power_lost_to_TF_(MW)___________________________________________ (ptfnuc)______________________ 2.5118E-02 + Total_(MW)______________________________________________________________ ______________________________ 2.1752E+03 + Net_electric_power_output(MW)___________________________________________ (pnetelmw.)___________________ 4.0001E+02 + Required_Net_electric_power_output(MW)__________________________________ (pnetelin)____________________ 4.0000E+02 + Electric_power_for_heating_and_current_drive_(MW)_______________________ (pinjwp)______________________ 1.6029E+02 + Electric_power_for_primary_coolant_pumps_(MW)___________________________ (htpmw)_______________________ 1.9053E+02 + Electric_power_for_vacuum_pumps_(MW)____________________________________ (vachtmw)_____________________ 5.0000E-01 + Electric_power_for_tritium_plant_(MW)___________________________________ (trithtmw)____________________ 1.5000E+01 + Electric_power_for_cryoplant_(MW)_______________________________________ (crypmw)______________________ 3.6566E+01 + Electric_power_for_TF_coils_(MW)________________________________________ (tfacpd)______________________ 1.0434E+01 + Electric_power_for_PF_coils_(MW)________________________________________ (pfwpmw)______________________ 1.2422E+00 + All_other_internal_electric_power_requirements_(MW)_____________________ (fachtmw)_____________________ 5.5490E+01 + Total_(MW)______________________________________________________________ (tot_plant_power)_____________ 8.7006E+02 + Total_(MW)______________________________________________________________ ______________________________ 8.7006E+02 + Gross_electrical_output*_(MW)___________________________________________ (pgrossmw)____________________ 8.7006E+02 + Fusion_power_(MW)_______________________________________________________ (powfmw)______________________ 1.6202E+03 + Power_from_energy_multiplication_in_blanket_and_shield_(MW)_____________ (emultmw)_____________________ 3.0836E+02 + Total_(MW)______________________________________________________________ ______________________________ 1.9285E+03 + Net_electrical_output_(MW) _____________________________________________ (pnetelmw)____________________ 4.0001E+02 + Heat_rejected_by_main_power_conversion_circuit_(MW)_____________________ (rejected_main)_______________ 1.3051E+03 + Heat_rejected_by_other_cooling_circuits_(MW)____________________________ (psechtmw)____________________ 2.2417E+02 + Total_(MW)______________________________________________________________ ______________________________ 1.9293E+03 + Net_electric_power_/_total_nuclear_power_(%)____________________________ (pnetelmw/(powfmw+emultmw)____ 2.0741E+01 + Net_electric_power_/_total_fusion_power_(%)_____________________________ (pnetelmw/powfmw)_____________ 2.4689E+01 + Gross_electric_power*_/_high_grade_heat_(%)_____________________________ (etath)_______________________ 4.0000E+01 + Recirculating_power_fraction____________________________________________ (cirpowfr)____________________ 5.4025E-01 + # Water usage during plant operation (secondary cooling) # + Volume_used_in_cooling_tower_(m3/day)___________________________________ (waterusetower)_______________ 5.5485E+04 OP + Volume_used_in_recirculating_water_system_(m3/day)______________________ (wateruserecirc)______________ 1.8617E+04 OP + Volume_used_in_once-through_water_system_(m3/day)_______________________ (wateruseonethru)_____________ 1.8244E+06 OP + # Errors and Warnings # + # Errors and Warnings # + PROCESS_error_status_flag_______________________________________________ (error_status)________________ 2 + Final_error_identifier__________________________________________________ (error_id)____________________ 244 + # End of PROCESS Output # + # End of PROCESS Output # + # Copy of PROCESS Input Follows # +************************************************************************************************************************ +***** ***** +***** Generic large tokamak file ***** +***** James Morris, UKAEA ***** +***** 28/06/23 ***** +***** ***** +************************************************************************* + +* Run Information * +******************* + +runtitle = Generic large tokamak + +* Figure of merit - minimise major radius +minmax = 1 + +* Error tolerance for VMCON +epsvmc = 1e-7 + +* Constraint Equations - Consistency Equations * +************************************************ + +* Beta consistency * +*------------------* +icc = 1 +ixc = 5 * beta +beta = 0.03 + +* Global power balance * +*----------------------* +icc = 2 + +* Radial build consistency * +*--------------------------* +icc = 11 + +* Constraint Equations - Limit Equations * +****************************************** + +* Density upper limit * +*---------------------* +icc = 5 +ixc = 6 * dene [m-3] +fdene = 1.2 +dene = 7.5E19 + +* Neutron wall load upper limit * +*-------------------------------* +icc = 8 +ixc = 14 * fwalld +fwalld = 1.0 +* wall load limit [MW/m2] +walalw = 2.0 + +* Fusion power upper limit * +*--------------------------* + +icc = 9 +ixc = 26 * ffuspow +* Maximum allowable value fusion power [MW] +powfmax = 3000 + +* Burn time lower limit * +*-----------------------* +icc = 13 +ixc = 21 * ftburn +* minimum burn time [s] +tbrnmn = 7200.0 + +* L-H threshold scaling * +*-----------------------* +icc = 15 +ixc = 103 * flhthresh +boundu(103) = 10.0 + +* Injection power upper limit * +*-----------------------------* +icc = 30 +ixc = 46 * fpinj +* Maximum allowable value for injected power [MW] +pinjalw = 200.0 + +* Net electric power lower limit * +*--------------------------------* +icc = 16 +ixc = 25 * fpnetel +* Minimum allowable value for net eletric power [MW] +pnetelin = 400.0 + +* Beta upper limit * +*------------------* +icc = 24 +ixc = 36 * fbetatry +fbetatry = 0.5 + +* Max TF field * +*--------------* +icc = 25 +ixc = 35 * fpeakb +* Maximum allowable value for toroidal magnetic field [T] +bmxlim = 14.0 + +* Central solenoid EOF current density upper limit * +*--------------------------------------------------* +icc = 26 +ixc = 37 * coheof [A/m2] +ixc = 38 * fjohc +boundu(38) = 1.0 +coheof = 1.5E7 +fjohc = 0.6 + +* Central solenoid BOP current density upper limit * +*--------------------------------------------------* +icc = 27 +ixc = 39 * fjohc0 +ixc = 41 * fcohbop +boundu(39) = 1.0 +fjohc0 = 0.6 +fcohbop = 0.9 + +* I_op/I_Crit TF coil limit * +*---------------------------* +icc = 33 +ixc = 50 * fiooic +boundu(50) = 1.0 +fiooic = 0.65 + +* Dump voltage upper limit * +*--------------------------* +icc = 34 +ixc = 51 * fvdump +ixc = 52 * vdalw [kV] +boundu(52) = 10.0 +fvdump = 1.0 +vdalw = 10.0 + +* J_winding pack protection * +*---------------------------* +icc = 35 +ixc = 53 * fjprot +fjprot = 1.0 + +* TF temp marg lower limit * +*--------------------------* +icc = 36 +ixc = 54 * ftmargtf +* Minimum allowable temperature margin [K] +tmargmin = 1.5 + +* CS coil temp margin lower limit * +*---------------------------------* +icc = 60 +ixc = 106 * ftmargoh +tmargmin_cs = 1.5 + +* Lower limit on taup/taueff (ratio alpha particle/energy confinement times) * +*-------------------------------------------------------------------------------* +icc = 62 +ixc = 110 * ftaulimit +taulimit = 5.0 + +* dump time constraint for VV stresses * +*--------------------------------------* +icc = 65 +ixc = 113 * fmaxvvstress +fmaxvvstress = 1.0 + +* CS stress limit * +*-----------------* +icc = 72 +ixc = 123 * foh_stress +foh_stress = 1.0 +* allowable hoop stress in Central Solenoid structural material [Pa] +alstroh = 7.5D8 + +* neped_neped_______________________normalised_residue____________________ (normres023)__________________ -1.9637E-08 + Upper_Lim._on_Psep_*_Bt_/_q_A_R___normalised_residue____________________ (normres024)__________________ 4.9789E-07 + TF_coil_case_stress_upper_limit___normalised_residue____________________ (normres025)__________________ -4.6757E-07 + TF_coil_conduit_stress_upper_lim__normalised_residue____________________ (normres026)__________________ -4.1375E-07 + # Final Feasible Point # + # Power Reactor Costs (1990 US$) # + First_wall_/_blanket_life_(years)_______________________________________ (fwbllife)____________________ 6.1566E+00 + Divertor_life_(years)___________________________________________________ (divlife.)____________________ 3.9769E+00 + Cost_of_electricity_(m$/kWh)____________________________________________ (coe)_________________________ 5.1257E+02 + # Detailed Costings (1990 US$) # + Acc.22_multiplier_for_Nth_of_a_kind_____________________________________ (fkind)_______________________ 1.0000E+00 + Level_of_Safety_Assurance_______________________________________________ (lsa)_________________________ 4 + # Structures and Site Facilities # + Site_improvements,_facilities,_land_(M$)________________________________ (c211)________________________ 3.5200E+01 + Reactor_building_cost_(M$)______________________________________________ (c212)________________________ 4.5238E+02 + Turbine_building_cost_(M$)______________________________________________ (c213)________________________ 3.8000E+01 + Reactor_maintenance_building_cost_(M$)__________________________________ (c2141)_______________________ 1.0307E+02 + Warm_shop_cost_(M$)_____________________________________________________ (c2142)_______________________ 5.7641E+01 + Tritium_building_cost_(M$)______________________________________________ (c215)________________________ 1.4800E+01 + Electrical_equipment_building_cost_(M$)_________________________________ (c216)________________________ 1.9736E+01 + Additional_buildings_cost_(M$)__________________________________________ (c2171)_______________________ 1.8000E+01 + Control_room_buildings_cost_(M$)________________________________________ (c2172)_______________________ 2.1000E+01 + Shop_and_warehouses_cost_(M$)___________________________________________ (c2173)_______________________ 1.1500E+01 + Cryogenic_building_cost_(M$)____________________________________________ (c2174)_______________________ 6.8891E+00 + Total_account_21_cost_(M$)______________________________________________ (c21)_________________________ 7.7822E+02 + # Reactor Systems # + First_wall_cost_(M$)____________________________________________________ (c2211)_______________________ 1.9130E+02 + Blanket_beryllium_cost_(M$)_____________________________________________ (c22121)______________________ 2.6109E+02 + Blanket_breeder_material_cost_(M$)______________________________________ (c22122)______________________ 6.3985E+02 + Blanket_stainless_steel_cost_(M$)_______________________________________ (c22123)______________________ 8.0726E+01 + Blanket_vanadium_cost_(M$)______________________________________________ (c22124)______________________ 0.0000E+00 + Blanket_total_cost_(M$)_________________________________________________ (c2212)_______________________ 9.8166E+02 + Bulk_shield_cost_(M$)___________________________________________________ (c22131)______________________ 7.8394E+01 + Penetration_shielding_cost_(M$)_________________________________________ (c22132)______________________ 7.8394E+01 + Total_shield_cost_(M$)__________________________________________________ (c2213)_______________________ 1.5679E+02 + Total_support_structure_cost_(M$)_______________________________________ (c2214)_______________________ 4.0933E+01 + Divertor_cost_(M$)______________________________________________________ (c2215)_______________________ 4.1660E+01 + Total_account_221_cost_(M$)_____________________________________________ (c221)________________________ 1.4123E+03 + # Magnets # + TF_coil_conductor_cost_(M$)_____________________________________________ (c22211)______________________ 1.3230E+02 + TF_coil_winding_cost_(M$)_______________________________________________ (c22212)______________________ 5.4263E+01 + TF_coil_case_cost_(M$)__________________________________________________ (c22213)______________________ 4.4365E+02 + TF_intercoil_structure_cost_(M$)________________________________________ (c22214)______________________ 1.5066E+02 + TF_coil_gravity_support_structure_(M$)__________________________________ (c22215)______________________ 4.4659E+01 + TF_magnet_assemblies_cost_(M$)__________________________________________ (c2221)_______________________ 8.2552E+02 + PF_coil_conductor_cost_(M$)_____________________________________________ (c22221)______________________ 4.6409E+02 + PF_coil_winding_cost_(M$)_______________________________________________ (c22222)______________________ 7.6765E+01 + PF_coil_case_cost_(M$)__________________________________________________ (c22223)______________________ 9.4861E+01 + PF_coil_support_structure_cost_(M$)_____________________________________ (c22224)______________________ 8.0235E+00 + PF_magnet_assemblies_cost_(M$)__________________________________________ (c2222)_______________________ 6.4374E+02 + Vacuum_vessel_assembly_cost_(M$)________________________________________ (c2223)_______________________ 2.5404E+02 + Total_account_222_cost_(M$)_____________________________________________ (c222)________________________ 1.7233E+03 + # Power Injection # + ECH_system_cost_(M$)____________________________________________________ (c2231)_______________________ 2.4043E+02 + Lower_hybrid_system_cost_(M$)___________________________________________ (c2232)_______________________ 0.0000E+00 + Neutral_beam_system_cost_(M$)___________________________________________ (c2233)_______________________ 0.0000E+00 + Total_account_223_cost_(M$)_____________________________________________ (c223)________________________ 2.4043E+02 + # Vacuum Systems # + High_vacuum_pumps_cost_(M$)_____________________________________________ (c2241)_______________________ 1.2480E+01 + Backing_pumps_cost_(M$)_________________________________________________ (c2242)_______________________ 4.6800E+00 + Vacuum_duct_cost_(M$)___________________________________________________ (c2243)_______________________ 2.5280E+00 + Valves_cost_(M$)________________________________________________________ (c2244)_______________________ 5.7410E+00 + Duct_shielding_cost_(M$)________________________________________________ (c2245)_______________________ 0.0000E+00 + Instrumentation_cost_(M$)_______________________________________________ (c2246)_______________________ 1.3000E+00 + Total_account_224_cost_(M$)_____________________________________________ (c224)________________________ 2.6729E+01 + # Power Conditioning # + TF_coil_power_supplies_cost_(M$)________________________________________ (c22511)______________________ 4.0144E+00 + TF_coil_breakers_cost_(M$)______________________________________________ (c22512)______________________ 3.4127E+01 + TF_coil_dump_resistors_cost_(M$)________________________________________ (c22513)______________________ 2.1322E+01 + TF_coil_instrumentation_and_control_(M$)________________________________ (c22514)______________________ 4.8000E+00 + TF_coil_bussing_cost_(M$)_______________________________________________ (c22515)______________________ 3.5267E+01 + Total,_TF_coil_power_costs_(M$)_________________________________________ (c2251)_______________________ 9.9531E+01 + PF_coil_power_supplies_cost_(M$)________________________________________ (c22521)______________________ 2.9591E+00 + PF_coil_instrumentation_and_control_(M$)________________________________ (c22522)______________________ 3.6000E+00 + PF_coil_bussing_cost_(M$)_______________________________________________ (c22523)______________________ 1.1995E+01 + PF_coil_burn_power_supplies_cost_(M$)___________________________________ (c22524)______________________ 1.2679E+00 + PF_coil_breakers_cost_(M$)______________________________________________ (c22525)______________________ 1.4709E+01 + PF_coil_dump_resistors_cost_(M$)________________________________________ (c22526)______________________ 4.3206E+00 + PF_coil_ac_breakers_cost_(M$)___________________________________________ (c22527)______________________ 9.0000E-01 + Total,_PF_coil_power_costs_(M$)_________________________________________ (c2252)_______________________ 3.9752E+01 + Total,_energy_storage_cost_(M$)_________________________________________ (c2253)_______________________ 1.6864E+01 + Total_account_225_cost_(M$)_____________________________________________ (c225)________________________ 1.5615E+02 + # Heat Transport System # + Pumps_and_piping_system_cost_(M$)_______________________________________ (cpp)_________________________ 3.6795E+01 + Primary_heat_exchanger_cost_(M$)________________________________________ (chx)_________________________ 7.1692E+01 + Total,_reactor_cooling_system_cost_(M$)_________________________________ (c2261)_______________________ 1.0849E+02 + Pumps,_piping_cost_(M$)_________________________________________________ (cppa)________________________ 2.8417E+01 + Total,_auxiliary_cooling_system_cost_(M$)_______________________________ (c2262)_______________________ 2.8417E+01 + Total,_cryogenic_system_cost_(M$)_______________________________________ (c2263)_______________________ 1.7039E+02 + Total_account_226_cost_(M$)_____________________________________________ (c226)________________________ 3.0729E+02 + # Fuel Handling System # + Fuelling_system_cost_(M$)_______________________________________________ (c2271)_______________________ 2.2300E+01 + Fuel_processing_and_purification_cost_(M$)______________________________ (c2272)_______________________ 1.0229E+02 + Atmospheric_recovery_systems_cost_(M$)__________________________________ (c2273)_______________________ 5.8088E+01 + Nuclear_building_ventilation_cost_(M$)__________________________________ (c2274)_______________________ 6.9201E+01 + Total_account_227_cost_(M$)_____________________________________________ (c227)________________________ 2.5188E+02 + # Instrumentation and Control # + Instrumentation_and_control_cost_(M$)___________________________________ (c228)________________________ 1.5000E+02 + # Maintenance Equipment # + Maintenance_equipment_cost_(M$)_________________________________________ (c229)________________________ 1.2500E+02 + # Total Account 22 Cost # + Total_account_22_cost_(M$)______________________________________________ (c22)_________________________ 4.3931E+03 + # Turbine Plant Equipment # + Turbine_plant_equipment_cost_(M$)_______________________________________ (c23)_________________________ 1.7613E+02 + # Electric Plant Equipment # + Switchyard_equipment_cost_(M$)__________________________________________ (c241)________________________ 1.8400E+01 + Transformers_cost_(M$)__________________________________________________ (c242)________________________ 8.0330E+00 + Low_voltage_equipment_cost_(M$)_________________________________________ (c243)________________________ 6.4513E+00 + Diesel_backup_equipment_cost_(M$)_______________________________________ (c244)________________________ 6.8000E+00 + Auxiliary_facilities_cost_(M$)__________________________________________ (c245)________________________ 1.5000E+00 + Total_account_24_cost_(M$)______________________________________________ (c24)_________________________ 4.1184E+01 + # Miscellaneous Plant Equipment # + Miscellaneous_plant_equipment_cost_(M$)_________________________________ (c25)_________________________ 2.5000E+01 + # Heat Rejection System # + Heat_rejection_system_cost_(M$)_________________________________________ (c26)_________________________ 4.9877E+01 + # Plant Direct Cost # + Plant_direct_cost_(M$)__________________________________________________ (cdirt)_______________________ 5.4635E+03 + # Reactor Core Cost # + Reactor_core_cost_(M$)__________________________________________________ (crctcore)____________________ 3.3761E+03 + # Indirect Cost # + Indirect_cost_(M$)______________________________________________________ (c9)__________________________ 1.8221E+03 + # Total Contingency # + Total_contingency_(M$)__________________________________________________ (ccont)_______________________ 1.4207E+03 + # Constructed Cost # + Constructed_cost_(M$)___________________________________________________ (concost)_____________________ 8.7063E+03 + # Interest during Construction # + Interest_during_construction_(M$)_______________________________________ (moneyint)____________________ 1.4365E+03 + # Total Capital Investment # + Total_capital_investment_(M$)___________________________________________ (capcost)_____________________ 1.0143E+04 + # Plant Availability # + Allowable_blanket_neutron_fluence_(MW-yr/m2)____________________________ (abktflnc)____________________ 5.0000E+00 + Allowable_divertor_heat_fluence_(MW-yr/m2)______________________________ (adivflnc)____________________ 7.0000E+00 + First_wall_/_blanket_lifetime_(years)___________________________________ (bktlife)_____________________ 6.1566E+00 OP + Divertor_lifetime_(years)_______________________________________________ (divlife)_____________________ 3.9769E+00 OP + Heating/CD_system_lifetime_(years)______________________________________ (cdrlife)_____________________ 6.1566E+00 OP + Total_plant_lifetime_(years)____________________________________________ (tlife)_______________________ 3.0000E+01 + Total_plant_availability_fraction_______________________________________ (cfactr)______________________ 8.0000E-01 + Number_of_fusion_cycles_to_reach_allowable_fw/blanket_DPA_______________ (bktcycles)___________________ 1.5787E+04 + # Plasma # + Tokamak_aspect_ratio_=_Conventional,_itart_=_0__________________________ (itart)_______________________ 0.0000E+00 + Major_radius_(m)________________________________________________________ (rmajor)______________________ 8.0000E+00 ITV + Minor_radius_(m)________________________________________________________ (rminor)______________________ 2.6667E+00 + Aspect_ratio____________________________________________________________ (aspect)______________________ 3.0000E+00 + Elongation,_X-point_(input_value_used)__________________________________ (kappa)_______________________ 1.8500E+00 + Elongation,_95%_surface_(calculated_from_kappa)_________________________ (kappa95)_____________________ 1.6518E+00 + Elongation,_area_ratio_calc.____________________________________________ (kappaa)______________________ 1.7188E+00 + Triangularity,_X-point_(input_value_used)_______________________________ (triang)______________________ 5.0000E-01 + Triangularity,_95%_surface_(calculated_from_triang)_____________________ (triang95)____________________ 3.3333E-01 + Plasma_poloidal_perimeter_(m)___________________________________________ (pperim)______________________ 2.4081E+01 + Plasma_cross-sectional_area_(m2)________________________________________ (xarea)_______________________ 3.8398E+01 + Plasma_surface_area_(m2)________________________________________________ (sarea)_______________________ 1.1738E+03 OP + Plasma_volume_(m3)______________________________________________________ (vol)_________________________ 1.8882E+03 OP + Plasma_current_scaling_law_used_________________________________________ (icurr)_______________________ 4 + Plasma_current_(MA)_____________________________________________________ (plascur/1D6)_________________ 1.6631E+01 + Current_density_profile_factor__________________________________________ (alphaj)______________________ 1.9805E+00 + Plasma_internal_inductance,_li__________________________________________ (rli)_________________________ 1.2275E+00 + Vertical_field_at_plasma_(T)____________________________________________ (bvert)_______________________ -7.4373E-01 + Vacuum_toroidal_field_at_R_(T)__________________________________________ (bt)__________________________ 5.2940E+00 ITV + Average_poloidal_field_(T)______________________________________________ (bp)__________________________ 8.6787E-01 + Total_field_(sqrt(bp^2_+_bt^2))_(T)_____________________________________ (btot)________________________ 5.3647E+00 + Safety_factor_on_axis___________________________________________________ (q0)__________________________ 1.0000E+00 + Safety_factor_at_95%_flux_surface_______________________________________ (q95)_________________________ 3.5961E+00 ITV + Cylindrical_safety_factor_(qcyl)________________________________________ (qstar)_______________________ 2.9805E+00 + Total_plasma_beta_______________________________________________________ (beta)________________________ 3.3648E-02 ITV + Total_poloidal_beta_____________________________________________________ (betap)_______________________ 1.2857E+00 OP + Total_toroidal_beta_____________________________________________________ ______________________________ 3.4553E-02 OP + Fast_alpha_beta_________________________________________________________ (betaft)______________________ 4.2236E-03 OP + Beam_ion_beta___________________________________________________________ (betanb)______________________ 0.0000E+00 OP + (Fast_alpha_+_beam_physics_variables.beta)/(thermal_physics_variables.be (gammaft)_____________________ 1.4354E-01 OP + Thermal_beta____________________________________________________________ ______________________________ 2.9425E-02 OP + Thermal_poloidal_beta___________________________________________________ ______________________________ 1.1243E+00 OP + Thermal_toroidal_physics_variables.beta_(=_beta-exp)____________________ ______________________________ 3.0215E-02 OP + 2nd_stability_physics_variables.beta_:_beta_p_/_(R/a)___________________ (eps*betap)___________________ 4.2857E-01 + 2nd_stability_physics_variables.beta_upper_limit________________________ (epbetmax)____________________ 1.3800E+00 + Beta_g_coefficient______________________________________________________ (dnbeta)______________________ 4.9099E+00 + Normalised_thermal_beta_________________________________________________ ______________________________ 2.4977E+00 + Normalised_total_beta___________________________________________________ ______________________________ 2.8562E+00 + Normalised_toroidal_beta________________________________________________ (normalised_toroidal_beta)____ 2.9330E+00 + Limit_on_thermal_beta___________________________________________________ (betalim)_____________________ 5.7842E-02 + Plasma_thermal_energy_(J)_______________________________________________ ______________________________ 9.5431E+08 OP + Total_plasma_internal_energy_(J)________________________________________ (total_plasma_internal_energy) 1.0913E+09 OP + Electron_temperature_(keV)______________________________________________ (te)__________________________ 1.2489E+01 ITV + Electron_temperature_on_axis_(keV)______________________________________ (te0)_________________________ 2.5758E+01 + Ion_temperature_(keV)___________________________________________________ (ti)__________________________ 1.2489E+01 + Ion_temperature_on_axis_(keV)___________________________________________ (ti0)_________________________ 2.5758E+01 + Electron_temp.,_density_weighted_(keV)__________________________________ (ten)_________________________ 1.3805E+01 + Electron_density_(/m3)__________________________________________________ (dene)________________________ 8.0667E+19 ITV + Electron_density_on_axis_(/m3)__________________________________________ (ne0)_________________________ 1.0610E+20 OP + Line-averaged_electron_density_(/m3)____________________________________ (dnla)________________________ 8.9334E+19 OP + Line-averaged_electron_density_/_Greenwald_density______________________ (dnla_gw)_____________________ 1.2000E+00 OP + Ion_density_(/m3)_______________________________________________________ (dnitot)______________________ 7.1669E+19 OP + Fuel_density_(/m3)______________________________________________________ (deni)________________________ 6.4831E+19 OP + Total_impurity_density_with_Z_>_2_(no_He)_(/m3)_________________________ (dnz)_________________________ 4.6503E+16 OP + Helium_ion_density_(thermalised_ions_only)_(/m3)________________________ (dnalp)_______________________ 6.7723E+18 OP + Proton_density_(/m3)____________________________________________________ (dnprot)______________________ 1.8963E+16 OP + Hot_beam_density_(/m3)__________________________________________________ (dnbeam)______________________ 0.0000E+00 OP + Density_limit_from_scaling_(/m3)________________________________________ (dnelimt)_____________________ 7.4445E+19 OP + Density_limit_(enforced)_(/m3)__________________________________________ (boundu(9)*dnelimt)___________ 7.4445E+19 OP + Helium_ion_density_(thermalised_ions_only)_/_electron_density___________ (ralpne)______________________ 8.3954E-02 ITV + H__concentration________________________________________________________ (fimp(01))____________________ 8.0392E-01 OP + He_concentration________________________________________________________ (fimp(02))____________________ 8.3954E-02 + Be_concentration________________________________________________________ (fimp(03))____________________ 0.0000E+00 + C__concentration________________________________________________________ (fimp(04))____________________ 0.0000E+00 + N__concentration________________________________________________________ (fimp(05))____________________ 0.0000E+00 + O__concentration________________________________________________________ (fimp(06))____________________ 0.0000E+00 + Ne_concentration________________________________________________________ (fimp(07))____________________ 0.0000E+00 + Si_concentration________________________________________________________ (fimp(08))____________________ 0.0000E+00 + Ar_concentration________________________________________________________ (fimp(09))____________________ 0.0000E+00 + Fe_concentration________________________________________________________ (fimp(10))____________________ 0.0000E+00 + Ni_concentration________________________________________________________ (fimp(11))____________________ 0.0000E+00 + Kr_concentration________________________________________________________ (fimp(12))____________________ 0.0000E+00 + Xe_concentration________________________________________________________ (fimp(13))____________________ 5.7149E-04 ITV + W__concentration________________________________________________________ (fimp(14))____________________ 5.0000E-06 + Average_mass_of_all_ions_(amu)__________________________________________ (aion)________________________ 2.7252E+00 OP + Effective_charge________________________________________________________ (zeff)________________________ 2.5164E+00 + Density_profile_factor__________________________________________________ (alphan)______________________ 1.0000E+00 + Plasma_profile_model____________________________________________________ (ipedestal)___________________ 1 + Density_pedestal_r/a_location___________________________________________ (rhopedn)_____________________ 9.4000E-01 + Electron_density_pedestal_height_(/m3)__________________________________ (neped)_______________________ 6.3278E+19 OP + Electron_density_at_pedestal_/_nGW______________________________________ (fgwped_out)__________________ 8.5000E-01 + Temperature_pedestal_r/a_location_______________________________________ (rhopedt)_____________________ 9.4000E-01 + Pedestal_scaling_switch_________________________________________________ (ieped)_______________________ 0 + Electron_temp._pedestal_height_(keV)____________________________________ (teped)_______________________ 5.5000E+00 + Electron_temp._at_separatrix_(keV)______________________________________ (tesep)_______________________ 1.0000E-01 + Electron_density_at_separatrix_(/m3)____________________________________ (nesep)_______________________ 3.7223E+19 + Electron_density_at_separatrix_/_nGW____________________________________ (fgwsep_out)__________________ 5.0000E-01 + Temperature_profile_index_______________________________________________ (alphat)______________________ 1.4500E+00 + Temperature_profile_index_beta__________________________________________ (tbeta)_______________________ 2.0000E+00 + Old_ASDEX_model_________________________________________________________ (dlimit(1))___________________ 5.2797E+19 OP + Borrass_ITER_model_I____________________________________________________ (dlimit(2))___________________ 1.0969E+20 OP + Borrass_ITER_model_II___________________________________________________ (dlimit(3))___________________ 4.3575E+19 OP + JET_edge_radiation_model________________________________________________ (dlimit(4))___________________ 3.0227E+21 OP + JET_simplified_model____________________________________________________ (dlimit(5))___________________ 4.3397E+20 OP + Hugill-Murakami_Mq_model________________________________________________ (dlimit(6))___________________ 6.6609E+19 OP + Greenwald_model_________________________________________________________ (dlimit(7))___________________ 7.4445E+19 OP + Deuterium_fuel_fraction_________________________________________________ (fdeut)_______________________ 5.0000E-01 + Tritium_fuel_fraction___________________________________________________ (ftrit)_______________________ 5.0000E-01 + Total_fusion_power_(MW)_________________________________________________ (powfmw)______________________ 1.6202E+03 OP + _=____D-T_fusion_power_(MW)_____________________________________________ (pdt)_________________________ 1.6182E+03 OP + __+___D-D_fusion_power_(MW)_____________________________________________ (pdd)_________________________ 1.9494E+00 OP + __+_D-He3_fusion_power_(MW)_____________________________________________ (pdhe3)_______________________ 0.0000E+00 OP + Alpha_power:_total_(MW)_________________________________________________ (palpmw)______________________ 3.2365E+02 OP + Alpha_power:_beam-plasma_(MW)___________________________________________ (palpnb)______________________ 0.0000E+00 OP + Neutron_power_(MW)______________________________________________________ (pneutmw)_____________________ 1.2953E+03 OP + Charged_particle_power_(excluding_alphas)_(MW)__________________________ (pchargemw)___________________ 1.2659E+00 OP + Total_power_deposited_in_plasma_(MW)____________________________________ (tot_power_plasma)____________ 3.8950E+02 OP + Bremsstrahlung_radiation_power_(MW)_____________________________________ (pbrempv*vol)_________________ 6.5195E+01 OP + Line_radiation_power_(MW)_______________________________________________ (plinepv*vol)_________________ 1.4609E+02 OP + Synchrotron_radiation_power_(MW)________________________________________ (psyncpv*vol)_________________ 1.5187E+01 OP + Synchrotron_wall_reflectivity_factor____________________________________ (ssync)_______________________ 6.0000E-01 + Normalised_minor_radius_defining_'core'_________________________________ (coreradius)__________________ 7.5000E-01 + Fraction_of_core_radiation_subtracted_from_P_L__________________________ (coreradiationfraction)_______ 6.0000E-01 + Radiation_power_from_inner_zone_(MW)____________________________________ (pinnerzoneradmw)_____________ 9.1650E+01 OP + Radiation_power_from_outer_zone_(MW)____________________________________ (pouterzoneradmw)_____________ 1.3482E+02 OP + Total_radiation_power_from_inside_LCFS_(MW)_____________________________ (pradmw)______________________ 2.2647E+02 OP + LCFS_radiation_fraction_=_total_radiation_in_LCFS_/_total_power_deposite (rad_fraction_LCFS)___________ 5.8144E-01 OP + Nominal_mean_radiation_load_on_inside_surface_of_reactor_(MW/m2)________ (photon_wall)_________________ 1.7749E-01 OP + Peaking_factor_for_radiation_wall_load__________________________________ (peakfactrad)_________________ 3.3300E+00 IP + Maximum_permitted_radiation_wall_load_(MW/m^2)__________________________ (maxradwallload)______________ 1.0000E+00 IP + Peak_radiation_wall_load_(MW/m^2)_______________________________________ (peakradwallload)_____________ 5.9106E-01 OP + Fast_alpha_particle_power_incident_on_the_first_wall_(MW)_______________ (palpfwmw)____________________ 1.6182E+01 OP + Nominal_mean_neutron_load_on_inside_surface_of_reactor_(MW/m2)__________ (wallmw)______________________ 1.0152E+00 OP + Power_incident_on_the_divertor_targets_(MW)_____________________________ (ptarmw)______________________ 3.2606E+01 OP + Fraction_of_power_to_the_lower_divertor_________________________________ (ftar)________________________ 1.0000E+00 IP + Outboard_side_heat_flux_decay_length_(m)________________________________ (lambdaio)____________________ 1.5700E-03 OP + Fraction_of_power_on_the_inner_targets__________________________________ (fio)_________________________ 4.1000E-01 OP + Fraction_of_power_incident_on_the_lower_inner_target____________________ (fLI)_________________________ 4.1000E-01 OP + Fraction_of_power_incident_on_the_lower_outer_target____________________ (fLO)_________________________ 5.9000E-01 OP + Power_incident_on_the_lower_inner_target_(MW)___________________________ (pLImw)_______________________ 1.3368E+01 OP + Power_incident_on_the_lower_outer_target_(MW)___________________________ (pLOmw)_______________________ 1.9237E+01 OP + Ohmic_heating_power_(MW)________________________________________________ (pohmmw)______________________ 6.2284E-01 OP + Fraction_of_alpha_power_deposited_in_plasma_____________________________ (falpha)______________________ 9.5000E-01 + Fraction_of_alpha_power_to_electrons____________________________________ (falpe)_______________________ 7.1828E-01 + Fraction_of_alpha_power_to_ions_________________________________________ (falpi)_______________________ 2.8172E-01 + Ion_transport_(MW)______________________________________________________ (ptrimw)______________________ 1.4013E+02 OP + Electron_transport_(MW)_________________________________________________ (ptremw)______________________ 1.5772E+02 OP + Injection_power_to_ions_(MW)____________________________________________ (pinjimw)_____________________ 0.0000E+00 OP + Injection_power_to_electrons_(MW)_______________________________________ (pinjemw)_____________________ 8.0143E+01 OP + Ignited_plasma_switch_(0=not_ignited,_1=ignited)________________________ (ignite)______________________ 0 + Power_into_divertor_zone_via_charged_particles_(MW)_____________________ (pdivt)_______________________ 1.6303E+02 OP + Psep_/_R_ratio_(MW/m)___________________________________________________ (pdivt/rmajor)________________ 2.0378E+01 OP + Psep_Bt_/_qAR_ratio_(MWT/m)_____________________________________________ (pdivtbt/qar)_________________ 1.0000E+01 OP + ITER_1996_scaling:_nominal_(MW)_________________________________________ (pthrmw(1))___________________ 1.2978E+02 OP + ITER_1996_scaling:_upper_bound_(MW)_____________________________________ (pthrmw(2))___________________ 2.8603E+02 OP + ITER_1996_scaling:_lower_bound_(MW)_____________________________________ (pthrmw(3))___________________ 5.8098E+01 OP + ITER_1997_scaling_(1)_(MW)______________________________________________ (pthrmw(4))___________________ 2.1452E+02 OP + ITER_1997_scaling_(2)_(MW)______________________________________________ (pthrmw(5))___________________ 1.7206E+02 OP + Martin_2008_scaling:_nominal_(MW)_______________________________________ (pthrmw(6))___________________ 9.7416E+01 OP + Martin_2008_scaling:_95%_upper_bound_(MW)_______________________________ (pthrmw(7))___________________ 1.2769E+02 OP + Martin_2008_scaling:_95%_lower_bound_(MW)_______________________________ (pthrmw(8))___________________ 6.7143E+01 OP + Snipes_2000_scaling:_nominal_(MW)_______________________________________ (pthrmw(9))___________________ 6.7785E+01 OP + Snipes_2000_scaling:_upper_bound_(MW)___________________________________ (pthrmw(10))__________________ 9.9437E+01 OP + Snipes_2000_scaling:_lower_bound_(MW)___________________________________ (pthrmw(11))__________________ 4.5839E+01 OP + Snipes_2000_scaling_(closed_divertor):_nominal_(MW)_____________________ (pthrmw(12))__________________ 3.1010E+01 OP + Snipes_2000_scaling_(closed_divertor):_upper_bound_(MW)_________________ (pthrmw(13))__________________ 4.3148E+01 OP + Snipes_2000_scaling_(closed_divertor):_lower_bound_(MW)_________________ (pthrmw(14))__________________ 2.2130E+01 OP + Hubbard_2012_L-I_threshold_-_nominal_(MW)_______________________________ (pthrmw(15))__________________ 2.7549E+01 OP + Hubbard_2012_L-I_threshold_-_lower_bound_(MW)___________________________ (pthrmw(16))__________________ 1.4319E+01 OP + Hubbard_2012_L-I_threshold_-_upper_bound_(MW)___________________________ (pthrmw(17))__________________ 5.3005E+01 OP + Hubbard_2017_L-I_threshold______________________________________________ (pthrmw(18))__________________ 2.6202E+02 OP + Martin_2008_aspect_ratio_corrected_scaling:_nominal_(MW)________________ (pthrmw(19))__________________ 9.7416E+01 OP + Martin_2008_aspect_ratio_corrected_scaling:_95%_upper_bound_(MW)________ (pthrmw(20))__________________ 1.2769E+02 OP + Martin_2008_aspect_ratio_corrected_scaling:_95%_lower_bound_(MW)________ (pthrmw(21))__________________ 6.7143E+01 OP + L-H_threshold_power_(enforced)_(MW)_____________________________________ (boundl(103)*plhthresh)_______ 9.7416E+01 OP + L-H_threshold_power_(MW)________________________________________________ (plhthresh)___________________ 9.7416E+01 OP + Confinement_H_factor____________________________________________________ (hfact)_______________________ 1.1886E+00 ITV + Global_thermal_energy_confinement_time_(s)______________________________ (taueff)______________________ 3.2037E+00 + Ion_energy_confinement_time_(s)_________________________________________ (tauei)_______________________ 3.2037E+00 + Electron_energy_confinement_time_(s)____________________________________ (tauee)_______________________ 3.2037E+00 + n.tau_=_Volume-average_electron_density_x_Energy_confinement_time_(s/m3) (dntau)_______________________ 2.5843E+20 OP + Triple_product__(keV_s/m3)______________________________________________ (dntau*te)____________________ 3.2275E+21 OP + Transport_loss_power_assumed_in_scaling_law_(MW)________________________ (powerht)_____________________ 2.9785E+02 OP + Switch_for_radiation_loss_term_usage_in_power_balance___________________ (iradloss)____________________ 1 + Radiation_power_subtracted_from_plasma_power_balance_(MW)_______________ ______________________________ 9.1650E+01 OP + Alpha_particle_confinement_time_(s)_____________________________________ (taup)________________________ 2.2270E+01 + Alpha_particle/energy_confinement_time_ratio____________________________ (taup/taueff)_________________ 6.9512E+00 + Lower_limit_on_taup/taueff______________________________________________ (taulimit)____________________ 5.0000E+00 + Total_energy_confinement_time_including_radiation_loss_(s)______________ (total_energy_conf_time)______ 2.8018E+00 + Normalized_plasma_pressure_beta_as_defined_by_McDonald_et_al____________ (beta_mcdonald)_______________ 3.4553E-02 OP + Normalized_ion_Larmor_radius____________________________________________ (rho_star)____________________ 1.9603E-03 OP + Normalized_collisionality_______________________________________________ (nu_star)_____________________ 3.7266E-03 OP + Volume_measure_of_elongation____________________________________________ (kappaa_IPB)__________________ 1.6815E+00 OP + Total_volt-second_requirement_(Wb)______________________________________ (vsstt)_______________________ 5.5616E+02 OP + Inductive_volt-seconds_(Wb)_____________________________________________ (vsind)_______________________ 2.3585E+02 OP + Ejima_coefficient_______________________________________________________ (gamma)_______________________ 3.0000E-01 + Start-up_resistive_(Wb)_________________________________________________ (vsres)_______________________ 5.0159E+01 OP + Flat-top_resistive_(Wb)_________________________________________________ (vsbrn)_______________________ 2.7015E+02 OP + bootstrap_current_fraction_multiplier___________________________________ (cboot)_______________________ 1.0000E+00 + Bootstrap_fraction_(ITER_1989)__________________________________________ (bscf_iter89)_________________ 3.7098E-01 + Bootstrap_fraction_(Sauter_et_al)_______________________________________ (bscf_sauter)_________________ 4.1920E-01 + Bootstrap_fraction_(Nevins_et_al)_______________________________________ (bscf_nevins)_________________ 3.5042E-01 + Bootstrap_fraction_(Wilson)_____________________________________________ (bscf_wilson)_________________ 4.3349E-01 + Diamagnetic_fraction_(Hender)___________________________________________ (diacf_hender)________________ 1.2017E-02 + Diamagnetic_fraction_(SCENE)____________________________________________ (diacf_scene)_________________ 1.1139E-02 + Pfirsch-Schlueter_fraction_(SCENE)______________________________________ (pscf_scene)__________________ -3.0283E-03 + Bootstrap_fraction_(enforced)___________________________________________ (bootipf.)____________________ 4.1920E-01 + Diamagnetic_fraction_(enforced)_________________________________________ (diaipf.)_____________________ 0.0000E+00 + Pfirsch-Schlueter_fraction_(enforced)___________________________________ (psipf.)______________________ 0.0000E+00 + Loop_voltage_during_burn_(V)____________________________________________ (vburn)_______________________ 3.7450E-02 OP + Plasma_resistance_(ohm)_________________________________________________ (rplas)_______________________ 3.9755E-09 OP + Resistive_diffusion_time_(s)____________________________________________ (res_time)____________________ 3.0619E+03 OP + Plasma_inductance_(H)___________________________________________________ (rlp)_________________________ 1.4181E-05 OP + Coefficient_for_sawtooth_effects_on_burn_V-s_requirement________________ (csawth)______________________ 1.0000E+00 + Ratio_of_He_and_pellet_particle_confinement_times_______________________ (tauratio)____________________ 1.0000E+00 + Fuelling_rate_(nucleus-pairs/s)_________________________________________ (qfuel)_______________________ 3.3420E+21 OP + Fuel_burn-up_rate_(reactions/s)_________________________________________ (rndfuel)_____________________ 5.7755E+20 OP + Burn-up_fraction________________________________________________________ (burnup)______________________ 1.7282E-01 + # Energy confinement times, and required H-factors : # + # Current Drive System # + Current_drive_efficiency_model__________________________________________ (iefrf)_______________________ 10 + Secondary_current_drive_efficiency_model________________________________ (iefrffix)____________________ 0 + Ratio_of_power_for_flat-top_to_start-up_(MW)____________________________ (startupratio)________________ 1.0000E+00 + Auxiliary_power_used_for_plasma_heating_only_(MW)_______________________ (pheat)_______________________ 7.5000E+01 + Power_injected_for_current_drive_(MW)___________________________________ (pcurrentdrivemw)_____________ 5.1429E+00 + Maximum_Allowed_Bootstrap_current_fraction______________________________ (bscfmax)_____________________ 9.5000E-01 + Fusion_gain_factor_Q____________________________________________________ (bigq)________________________ 2.0060E+01 OP + Auxiliary_current_drive_(A)_____________________________________________ (auxiliary_cd)________________ 2.3908E+05 OP + Current_drive_efficiency_(A/W)__________________________________________ (effcd)_______________________ 4.6488E-02 OP + Normalised_current_drive_efficiency,_gamma_(10^20_A/W-m2)_______________ (gamcd)_______________________ 3.0000E-01 OP + Wall_plug_to_injector_efficiency________________________________________ (etacd)_______________________ 5.0000E-01 + ECRH_plasma_heating_efficiency__________________________________________ (gamma_ecrh)__________________ 3.0000E-01 + Bootstrap_fraction______________________________________________________ (bootipf)_____________________ 4.1920E-01 + Diamagnetic_fraction____________________________________________________ (diaipf)______________________ 0.0000E+00 + Pfirsch-Schlueter_fraction______________________________________________ (psipf)_______________________ 0.0000E+00 + Auxiliary_current_drive_fraction________________________________________ (faccd)_______________________ 1.4376E-02 + Inductive_fraction______________________________________________________ (facoh)_______________________ 5.6642E-01 + Total___________________________________________________________________ (plasipf+faccd+facoh)_________ 1.0000E+00 + Fraction_of_the_plasma_current_produced_by_non-inductive_means__________ (fvsbrnni)____________________ 4.3358E-01 ITV + Electron_cyclotron_injected_power_(MW)__________________________________ (echpwr)______________________ 8.0143E+01 OP + Maximum_allowable_ECRH_power_(MW)_______________________________________ (pinjalw)_____________________ 2.0000E+02 + ECH_wall_plug_efficiency________________________________________________ (etaech)______________________ 5.0000E-01 + ECH_wall_plug_power_(MW)________________________________________________ (echwpow)_____________________ 1.6029E+02 OP + Total_V-s_capability_of_Central_Solenoid/PF_coils_(Wb)__________________ (abs(vstot))__________________ 5.7728E+02 + Required_volt-seconds_during_start-up_(Wb)______________________________ (vssoft)______________________ 2.8601E+02 + Available_volt-seconds_during_burn_(Wb)_________________________________ (vsmax)_______________________ 2.7014E+02 + # Times # + Initial_charge_time_for_CS_from_zero_current_(s)________________________ (tramp)_______________________ 5.0000E+02 + Plasma_current_ramp-up_time_(s)_________________________________________ (tohs)________________________ 1.6631E+02 + Heating_time_(s)________________________________________________________ (theat)_______________________ 1.0000E+01 + Burn_time_(s)___________________________________________________________ (tburn)_______________________ 7.2035E+03 OP + Reset_time_to_zero_current_for_CS_(s)___________________________________ (tqnch)_______________________ 1.6631E+02 + Time_between_pulses_(s)_________________________________________________ (tdwell)______________________ 1.8000E+03 + Total_plant_cycle_time_(s)______________________________________________ (tcycle)______________________ 9.8463E+03 OP + # Radial Build # + TF_coil_radial_placement_switch_________________________________________ (tf_in_cs)____________________ 0 + TF_coil_radial_placement_switch_________________________________________ (tf_in_cs)____________________ 0 + Machine_bore_(m)________________________________________________________ (bore)________________________ 1.9854E+00 ITV + CS_radial_thickness_(m)_________________________________________________ (ohcth)_______________________ 5.7587E-01 ITV + CS_precompression_(m)___________________________________________________ (precomp)_____________________ 6.8064E-02 + CS_precompresion_to_TF_coil_radial_gap_(m)______________________________ (gapoh)_______________________ 8.0000E-02 + TF_coil_inboard_leg_(m)_________________________________________________ (tfcth)_______________________ 9.1597E-01 ITV + TF_coil_inboard_leg_insulation_gap_(m)__________________________________ (tftsgap)_____________________ 5.0000E-02 + Thermal_shield,_inboard_(m)_____________________________________________ (thshield_ib)_________________ 5.0000E-02 + thermal_shield_to_vessel_radial_gap_(m)_________________________________ (gapds)_______________________ 2.0000E-02 + Inboard_vacuum_vessel_radial_thickness_(m)______________________________ (d_vv_in)_____________________ 3.0000E-01 + Inner_radiation_shield_radial_thickness_(m)_____________________________ (shldith)_____________________ 3.0000E-01 + Gap_(m)_________________________________________________________________ (vvblgap)_____________________ 2.0000E-02 + Inboard_blanket_radial_thickness_(m)____________________________________ (blnkith)_____________________ 7.0000E-01 + Inboard_first_wall_radial_thickness_(m)_________________________________ (fwith)_______________________ 1.8000E-02 + Inboard_scrape-off_radial_thickness_(m)_________________________________ (scrapli)_____________________ 2.5000E-01 + Outboard_scrape-off_radial_thickness_(m)________________________________ (scraplo)_____________________ 2.5000E-01 + Outboard_first_wall_radial_thickness_(m)________________________________ (fwoth)_______________________ 1.8000E-02 + Outboard_blanket_radial_thickness_(m)___________________________________ (blnkoth)_____________________ 1.0000E+00 + Outer_radiation_shield_radial_thickness_(m)_____________________________ (shldoth)_____________________ 8.0000E-01 + Outboard_vacuum_vessel_radial_thickness_(m)_____________________________ (d_vv_out)____________________ 3.0000E-01 + Vessel_to_TF_radial_gap_(m)_____________________________________________ (gapsto)______________________ 1.3720E+00 + Thermal_shield,_outboard_(m)____________________________________________ (thshield_ob)_________________ 5.0000E-02 + Gap_(m)_________________________________________________________________ (tftsgap)_____________________ 5.0000E-02 + TF_coil_outboard_leg_radial_thickness_(m)_______________________________ (tfthko)______________________ 9.1597E-01 + # Vertical Build # + Divertor_null_switch____________________________________________________ (i_single_null)_______________ 1 + Vessel_-_TF_coil_vertical_gap_(m)_______________________________________ (vgap2)_______________________ 1.6300E-01 + Topside_vacuum_vessel_radial_thickness_(m)______________________________ (d_vv_top)____________________ 3.0000E-01 + Top_radiation_shield_thickness_(m)______________________________________ (shldtth)_____________________ 6.0000E-01 + Top_blanket_vertical_thickness_(m)______________________________________ (blnktth)_____________________ 8.5000E-01 + Top_first_wall_vertical_thickness_(m)___________________________________ (fwtth)_______________________ 1.8000E-02 + Top_scrape-off_vertical_thickness_(m)___________________________________ (vgaptop)_____________________ 6.0000E-01 + Plasma_half-height_(m)__________________________________________________ (rminor*kappa)________________ 4.9333E+00 + Bottom_scrape-off_vertical_thickness_(m)________________________________ (vgap)________________________ 2.0019E+00 + Divertor_structure_vertical_thickness_(m)_______________________________ (divfix)______________________ 6.2000E-01 + Bottom_radiation_shield_thickness_(m)___________________________________ (shldlth)_____________________ 7.0000E-01 + Underside_vacuum_vessel_radial_thickness_(m)____________________________ (d_vv_bot)____________________ 3.0000E-01 + External_cryostat_thickness_(m)_________________________________________ (ddwex)_______________________ 1.5000E-01 + Ratio_of_Central_solenoid_height_to_TF_coil_internal_height_____________ (ohhghf)______________________ 9.0000E-01 + Width_of_neutral_beam_duct_where_it_passes_between_the_TF_coils_(m)_____ (beamwd)______________________ 5.8000E-01 + # Divertor build and plasma position # + Plasma_top_position,_radial_(m)_________________________________________ (ptop_radial)_________________ 6.6667E+00 + Plasma_top_position,_vertical_(m)_______________________________________ (ptop_vertical)_______________ 4.9333E+00 + Plasma_geometric_centre,_radial_(m)_____________________________________ (physics_variables.rmajor.)___ 8.0000E+00 + Plasma_geometric_centre,_vertical_(m)___________________________________ (0.0)_________________________ 0.0000E+00 + Plasma_lower_physics_variables.triangularity____________________________ (tril)________________________ 5.0000E-01 + Plasma_elongation_______________________________________________________ (physics_variables.kappa.)____ 1.8500E+00 + TF_coil_vertical_offset_(m)_____________________________________________ (tfoffset)____________________ -6.1694E-01 + Plasma_outer_arc_radius_of_curvature_(m)________________________________ (rco)_________________________ 5.0422E+00 + Plasma_inner_arc_radius_of_curvature_(m)________________________________ (rci)_________________________ 9.7933E+00 + Plasma_lower_X-pt,_radial_(m)___________________________________________ (rxpt)________________________ 6.6667E+00 + Plasma_lower_X-pt,_vertical_(m)_________________________________________ (zxpt)________________________ -4.9333E+00 + Poloidal_plane_angle_between_vertical_and_inner_leg_(rad)_______________ (thetai)______________________ 2.0820E-01 + Poloidal_plane_angle_between_vertical_and_outer_leg_(rad)_______________ (thetao)______________________ 1.0429E+00 + Poloidal_plane_angle_between_inner_leg_and_plate_(rad)__________________ (betai)_______________________ 1.0000E+00 + Poloidal_plane_angle_between_outer_leg_and_plate_(rad)__________________ (betao)_______________________ 1.0000E+00 + Inner_divertor_leg_poloidal_length_(m)__________________________________ (plsepi)______________________ 1.0000E+00 + Outer_divertor_leg_poloidal_length_(m)__________________________________ (plsepo)______________________ 1.5000E+00 + Inner_divertor_plate_length_(m)_________________________________________ (plleni)______________________ 1.0000E+00 + Outer_divertor_plate_length_(m)_________________________________________ (plleno)______________________ 1.0000E+00 + Inner_strike_point,_radial_(m)__________________________________________ (rspi)________________________ 5.6883E+00 + Inner_strike_point,_vertical_(m)________________________________________ (zspi)________________________ -5.1400E+00 + Inner_plate_top,_radial_(m)_____________________________________________ (rplti)_______________________ 5.8656E+00 + Inner_plate_top,_vertical_(m)___________________________________________ (zplti)_______________________ -4.6725E+00 + Inner_plate_bottom,_radial_(m)__________________________________________ (rplbi)_______________________ 5.5109E+00 + Inner_plate_bottom,_vertical_(m)________________________________________ (zplbi)_______________________ -5.6075E+00 + Outer_strike_point,_radial_(m)__________________________________________ (rspo)________________________ 7.4223E+00 + Outer_strike_point,_vertical_(m)________________________________________ (zspo)________________________ -6.2291E+00 + Outer_plate_top,_radial_(m)_____________________________________________ (rplto)_______________________ 7.6496E+00 + Outer_plate_top,_vertical_(m)___________________________________________ (zplto)_______________________ -5.7838E+00 + Outer_plate_bottom,_radial_(m)__________________________________________ (rplbo)_______________________ 7.1949E+00 + Outer_plate_bottom,_vertical_(m)________________________________________ (zplbo)_______________________ -6.6744E+00 + Calculated_maximum_divertor_height_(m)__________________________________ (divht)_______________________ 2.0019E+00 + # TF coils # + Allowable_maximum_shear_stress_in_TF_coil_case_(Tresca_criterion)_(Pa)__ (sig_tf_case_max)_____________ 7.5000E+08 + Allowable_maximum_shear_stress_in_TF_coil_conduit_(Tresca_criterion)_(Pa (sig_tf_wp_max)_______________ 7.5000E+08 + WP_transverse_modulus_(GPa)_____________________________________________ (eyoung_wp_trans*1.0d-9)______ 4.3534E+01 OP + WP_vertical_modulus_(GPa)_______________________________________________ (eyoung_wp_axial*1.0d-9)______ 1.1510E+02 OP + WP_transverse_Poissons_ratio____________________________________________ (poisson_wp_trans)____________ 3.0390E-01 OP + WP_vertical-transverse_Pois._rat._______________________________________ (poisson_wp_axial)____________ 3.1568E-01 OP + Radial____stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_r_max(1))_____________ 4.8849E-08 + toroidal__stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_t_max(1))_____________ -4.8724E+08 + Vertical__stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_z_max(1))_____________ 2.6028E+08 + Von-Mises_stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_vmises_max(1))________ 6.5725E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_1_(Pa)______________ (sig_tf_tresca_max(1))________ 7.4752E+08 + Radial____stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_r_max(2))_____________ -1.5411E+08 + toroidal__stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_t_max(2))_____________ -3.7861E+08 + Vertical__stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_z_max(2))_____________ 2.6028E+08 + Von-Mises_stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_vmises_max(2))________ 5.5645E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_2_(Pa)______________ (sig_tf_tresca_max(2))________ 6.3889E+08 + Radial____stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_r_max(3))_____________ 6.1398E+06 + toroidal__stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_t_max(3))_____________ -3.6314E+08 + Vertical__stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_z_max(3))_____________ 1.4510E+08 + Von-Mises_stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_vmises_max(3))________ 4.5345E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_3_(Pa)______________ (sig_tf_tresca_max(3))________ 5.0824E+08 + Maximum_radial_deflection_at_midplane_(m)_______________________________ (deflect)_____________________ -6.2714E-03 OP + Vertical_strain_on_casing_______________________________________________ (casestr)_____________________ 1.2697E-03 OP + Radial_strain_on_insulator______________________________________________ (insstrain)___________________ -7.6923E-03 OP + Conductor_technology____________________________________________________ (i_tf_sup)____________________ 1 + Superconductor_material_________________________________________________ (i_tf_sc_mat)_________________ 1 + Presence_of_TF_demountable_joints_______________________________________ (itart)_______________________ 0 + TF_inboard_leg_support_strategy_________________________________________ (i_tf_bucking)________________ 1 + Number_of_TF_coils______________________________________________________ (n_tf)________________________ 16 + Inboard_leg_centre_radius_(m)___________________________________________ (r_tf_inboard_mid)____________ 3.1673E+00 OP + Outboard_leg_centre_radius_(m)__________________________________________ (r_tf_outboard_mid)___________ 1.4985E+01 OP + Total_inboard_leg_radial_thickness_(m)__________________________________ (tfcth)_______________________ 9.1597E-01 ITV + Total_outboard_leg_radial_thickness_(m)_________________________________ (tfthko)______________________ 9.1597E-01 + Outboard_leg_toroidal_thickness_(m)_____________________________________ (tftort)______________________ 1.4145E+00 OP + Maximum_inboard_edge_height_(m)_________________________________________ (hmax)________________________ 8.8182E+00 OP + Mean_coil_circumference_(including_inboard_leg_length)_(m)______________ (tfleng)______________________ 4.7937E+01 OP + Vertical_TF_shape_______________________________________________________ (i_tf_shape)__________________ 1 + TF_coil_arc_point_0_R_(m)_______________________________________________ (xarc(1))_____________________ 3.6253E+00 + TF_coil_arc_point_0_Z_(m)_______________________________________________ (yarc(1))_____________________ 4.5506E+00 + TF_coil_arc_point_1_R_(m)_______________________________________________ (xarc(2))_____________________ 7.4667E+00 + TF_coil_arc_point_1_Z_(m)_______________________________________________ (yarc(2))_____________________ 7.5843E+00 + TF_coil_arc_point_2_R_(m)_______________________________________________ (xarc(3))_____________________ 1.4527E+01 + TF_coil_arc_point_2_Z_(m)_______________________________________________ (yarc(3))_____________________ 0.0000E+00 + TF_coil_arc_point_3_R_(m)_______________________________________________ (xarc(4))_____________________ 7.4667E+00 + TF_coil_arc_point_3_Z_(m)_______________________________________________ (yarc(4))_____________________ -8.8182E+00 + TF_coil_arc_point_4_R_(m)_______________________________________________ (xarc(5))_____________________ 3.6253E+00 + TF_coil_arc_point_4_Z_(m)_______________________________________________ (yarc(5))_____________________ -5.2909E+00 + TF_cross-section_(total)_(m2)___________________________________________ (tfareain)____________________ 1.8229E+01 + Total_steel_cross-section_(m2)__________________________________________ (a_tf_steel*n_tf)_____________ 1.2853E+01 + Total_steel_TF_fraction_________________________________________________ (f_tf_steel)__________________ 7.0508E-01 + Total_Insulation_cross-section_(total)_(m2)_____________________________ (a_tf_ins*n_tf)_______________ 8.4752E-01 + Total_Insulation_fraction_______________________________________________ (f_tf_ins)____________________ 4.6493E-02 + Casing_cross_section_area_(per_leg)_(m2)________________________________ (acasetf)_____________________ 5.6444E-01 + Inboard_leg_case_plasma_side_wall_thickness_(m)_________________________ (casthi)______________________ 6.0000E-02 + Inboard_leg_case_inboard_"nose"_thickness_(m)___________________________ (thkcas)______________________ 2.8216E-01 ITV + Inboard_leg_case_sidewall_thickness_at_its_narrowest_point_(m)__________ (casths)______________________ 5.0000E-02 + External_case_mass_per_coil_(kg)________________________________________ (whtcas)______________________ 5.5456E+05 OP + WP_cross_section_area_with_insulation_and_insertion_(per_coil)_(m2)_____ (awpc)________________________ 5.7486E-01 + WP_cross_section_area_(per_coil)_(m2)___________________________________ (aswp)________________________ 5.1696E-01 + Winding_pack_radial_thickness_(m)_______________________________________ (dr_tf_wp)____________________ 5.0416E-01 ITV + Winding_pack_toroidal_width_1_(m)_______________________________________ (wwp1)________________________ 1.1904E+00 OP + Winding_pack_toroidal_width_2_(m)_______________________________________ (wwp2)________________________ 1.0901E+00 OP + Ground_wall_insulation_thickness_(m)____________________________________ (tinstf)______________________ 8.0000E-03 + Winding_pack_insertion_gap_(m)__________________________________________ (tfinsgap)____________________ 1.0000E-02 + Steel_WP_cross-section_(total)_(m2)_____________________________________ (aswp*n_tf)___________________ 3.8217E+00 + Steel_WP_fraction_______________________________________________________ (aswp/awpc)___________________ 4.1550E-01 + Insulation_WP_fraction__________________________________________________ (aiwp/awpc)___________________ 4.7934E-02 + Cable_WP_fraction_______________________________________________________ ((awpc-aswp-aiwp)/awpc)_______ 5.3656E-01 + Turn_parametrisation____________________________________________________ (i_tf_turns_integer)__________ 0 + Number_of_turns_per_TF_coil_____________________________________________ (n_tf_turn)___________________ 1.4739E+02 OP + Width_of_turn_including_inter-turn_insulation_(m)_______________________ (t_turn_tf)___________________ 5.9223E-02 OP + Width_of_conductor_(square)_(m)_________________________________________ (t_conductor)_________________ 5.7623E-02 OP + Width_of_space_inside_conductor_(m)_____________________________________ (t_cable)_____________________ 4.1604E-02 OP + Steel_conduit_thickness_(m)_____________________________________________ (thwcndut)____________________ 8.0099E-03 ITV + Inter-turn_insulation_thickness_(m)_____________________________________ (thicndut)____________________ 8.0000E-04 + Diameter_of_central_helium_channel_in_cable_____________________________ (dhecoil)_____________________ 1.0000E-02 + internal_area_of_the_cable_space________________________________________ (acstf)_______________________ 1.6999E-03 + Coolant_fraction_in_conductor_excluding_central_channel_________________ (vftf)________________________ 3.0000E-01 + Copper_fraction_of_conductor____________________________________________ (fcutfsu)_____________________ 8.4212E-01 ITV + Superconductor_fraction_of_conductor____________________________________ (1-fcutfsu)___________________ 1.5788E-01 + Check_total_area_fractions_in_winding_pack_=_1__________________________ ______________________________ 1.0000E+00 + minimum_TF_conductor_temperature_margin__(K)____________________________ (tmargmin_tf)_________________ 1.5000E+00 + TF_conductor_temperature_margin_(K)_____________________________________ (tmargtf)_____________________ 1.5049E+00 + Elastic_properties_behavior_____________________________________________ (i_tf_cond_eyoung_axial)______ 0 + Conductor_axial_Youngs_modulus__________________________________________ (eyoung_cond_axial)___________ 0.0000E+00 + Conductor_transverse_Youngs_modulus_____________________________________ (eyoung_cond_trans)___________ 0.0000E+00 + Superconductor_mass_per_coil_(kg)_______________________________________ (whtconsc)____________________ 4.6964E+03 OP + Copper_mass_per_coil_(kg)_______________________________________________ (whtconcu)____________________ 5.8073E+04 OP + Steel_conduit_mass_per_coil_(kg)________________________________________ (whtconsh)____________________ 8.9310E+04 OP + Conduit_insulation_mass_per_coil_(kg)___________________________________ (whtconin)____________________ 2.3777E+03 OP + Total_conduit_mass_per_coil_(kg)________________________________________ (whtcon)______________________ 1.5446E+05 OP + Mass_of_each_TF_coil_(kg)_______________________________________________ (whttf/n_tf)__________________ 7.1402E+05 OP + Total_TF_coil_mass_(kg)_________________________________________________ (whttf)_______________________ 1.1424E+07 OP + Nominal_peak_field_assuming_toroidal_symmetry_(T)_______________________ (bmaxtf)______________________ 1.2178E+01 OP + Total_current_in_all_TF_coils_(MA)______________________________________ (ritfc/1.D6)__________________ 2.1176E+02 OP + TF_coil_current_(summed_over_all_coils)_(A)_____________________________ (ritfc)_______________________ 2.1176E+08 + Actual_peak_field_at_discrete_conductor_(T)_____________________________ (bmaxtfrp)____________________ 1.2636E+01 OP + Winding_pack_current_density_(A/m2)_____________________________________ (jwptf)_______________________ 2.5602E+07 OP + Inboard_leg_mid-plane_conductor_current_density_(A/m2)__________________ (oacdcp)______________________ 1.1617E+07 + Total_stored_energy_in_TF_coils_(GJ)____________________________________ (estotftgj)___________________ 1.2161E+02 OP + Inboard_vertical_tension_per_coil_(N)___________________________________ (vforce)______________________ 2.0908E+08 OP + Outboard_vertical_tension_per_coil_(N)__________________________________ (vforce_outboard)_____________ 2.0908E+08 OP + inboard_vertical_tension_fraction_(-)___________________________________ (f_vforce_inboard)____________ 5.0000E-01 OP + Centring_force_per_coil_(N/m)___________________________________________ (cforce)______________________ 8.0590E+07 OP + Max_allowed_tfcoil_variables.ripple_amplitude_at_plasma_outboard_midplan (ripmax)______________________ 6.0000E-01 + Ripple_amplitude_at_plasma_outboard_midplane_(%)________________________ (ripple)______________________ 6.0000E-01 OP + Actual_quench_time_(or_time_constant)_(s)_______________________________ (tdmptf)______________________ 1.8429E+01 ITV + Vacuum_Vessel_stress_on_quench_(Pa)_____________________________________ (vv_stress_quench)____________ 6.1442E+07 OP + Maximum_allowed_voltage_during_quench_due_to_insulation_(kV)____________ (vdalw)_______________________ 9.5837E+00 ITV + Actual_quench_voltage_(kV)______________________________________________ (vtfskv)______________________ 9.1862E+00 OP + Maximum_allowed_temp_rise_during_a_quench_(K)___________________________ (tmaxpro)_____________________ 1.5000E+02 + # Superconducting TF Coils # + Superconductor_switch___________________________________________________ (isumat)______________________ 1 + Critical_field_at_zero_temperature_and_strain_(T)_______________________ (bc20m)_______________________ 3.2970E+01 + Critical_temperature_at_zero_field_and_strain_(K)_______________________ (tc0m)________________________ 1.6060E+01 + Helium_temperature_at_peak_field_(=_superconductor_temperature)_(K)_____ (thelium)_____________________ 4.7500E+00 + Total_helium_fraction_inside_cable_space________________________________ (fhetot)______________________ 3.4620E-01 OP + Copper_fraction_of_conductor____________________________________________ (fcutfsu)_____________________ 8.4212E-01 ITV + Residual_manufacturing_strain_on_superconductor_________________________ (str_tf_con_res)______________ -5.0000E-03 + Self-consistent_strain_on_superconductor________________________________ (str_wp)______________________ 2.0730E-03 + Critical_current_density_in_superconductor_(A/m2)_______________________ (jcritsc)_____________________ 7.1337E+08 OP + Critical_current_density_in_strand_(A/m2)_______________________________ (jcritstr)____________________ 1.1263E+08 OP + Critical_current_density_in_winding_pack_(A/m2)_________________________ (jwdgcrt)_____________________ 3.5688E+07 OP + Actual_current_density_in_winding_pack_(A/m2)___________________________ (jwdgop)______________________ 2.5602E+07 OP + Minimum_allowed_temperature_margin_in_superconductor_(K)________________ (tmargmin_tf)_________________ 1.5000E+00 + Actual_temperature_margin_in_superconductor_(K)_________________________ (tmarg)_______________________ 1.5049E+00 OP + Critical_current_(A)____________________________________________________ (icrit)_______________________ 1.2517E+05 OP + Actual_current_(A)______________________________________________________ (cpttf)_______________________ 8.9795E+04 ITV + Actual_current_/_critical_current_______________________________________ (iooic)_______________________ 7.1737E-01 OP + # Central Solenoid and PF Coils # + Central_solenoid_superconductor_material________________________________ (isumatoh)____________________ 1 + Maximum_field_at_Beginning_Of_Pulse_(T)_________________________________ (bmaxoh0)_____________________ 1.4050E+01 OP + Critical_superconductor_current_density_at_BOP_(A/m2)___________________ (jscoh_bop)___________________ 3.4918E+08 OP + Critical_strand_current_density_at_BOP_(A/m2)___________________________ (jstrandoh_bop)_______________ 1.0475E+08 OP + Allowable_overall_current_density_at_BOP_(A/m2)_________________________ (rjohc0)______________________ 3.5294E+07 OP + Actual_overall_current_density_at_BOP_(A/m2)____________________________ (cohbop)______________________ 1.9126E+07 OP + Maximum_field_at_End_Of_Flattop_(T)_____________________________________ (bmaxoh)______________________ 1.3920E+01 OP + Critical_superconductor_current_density_at_EOF_(A/m2)___________________ (jscoh_eof)___________________ 3.6097E+08 OP + Critical_strand_current_density_at_EOF_(A/m2)___________________________ (jstrandoh_eof)_______________ 1.0829E+08 OP + Allowable_overall_current_density_at_EOF_(A/m2)_________________________ (rjohc)_______________________ 3.6485E+07 OP + Actual_overall_current_density_at_EOF_(A/m2)____________________________ (coheof)______________________ 2.0264E+07 ITV + CS_inside_radius_(m)____________________________________________________ (bore)________________________ 1.9854E+00 ITV + CS_thickness_(m)________________________________________________________ (ohcth)_______________________ 5.7587E-01 ITV + Gap_between_central_solenoid_and_TF_coil_(m)____________________________ (gapoh)_______________________ 8.0000E-02 + CS_overall_cross-sectional_area_(m2)____________________________________ (areaoh)______________________ 9.1407E+00 OP + CS_conductor+void_cross-sectional_area_(m2)_____________________________ (awpoh)_______________________ 4.3996E+00 OP + ___CS_conductor_cross-sectional_area_(m2)_______________________________ (awpoh*(1-vfohc))_____________ 3.0797E+00 OP + ___CS_void_cross-sectional_area_(m2)____________________________________ (awpoh*vfohc)_________________ 1.3199E+00 OP + CS_steel_cross-sectional_area_(m2)______________________________________ (areaoh-awpoh)________________ 4.7411E+00 OP + CS_steel_area_fraction__________________________________________________ (oh_steel_frac)_______________ 5.1868E-01 ITV + Switch_for_CS_stress_calculation________________________________________ (i_cs_stress)_________________ 0 + Allowable_stress_in_CS_steel_(Pa)_______________________________________ (alstroh)_____________________ 7.5000E+08 + Hoop_stress_in_CS_steel_(Pa)____________________________________________ (sig_hoop)____________________ 6.7569E+08 OP + Axial_stress_in_CS_steel_(Pa)___________________________________________ (sig_axial)___________________ -7.6205E+08 OP + Maximum_shear_stress_in_CS_steel_for_the_Tresca_criterion_(Pa)__________ (s_tresca_oh)_________________ 6.7569E+08 OP + Axial_force_in_CS_(N)___________________________________________________ (axial_force)_________________ -1.6256E+09 OP + Residual_manufacturing_strain_in_CS_superconductor_material_____________ (tfcoil_variables.str_cs_con_r -5.0000E-03 + Copper_fraction_in_strand_______________________________________________ (fcuohsu)_____________________ 7.0000E-01 + Void_(coolant)_fraction_in_conductor____________________________________ (vfohc)_______________________ 3.0000E-01 + Helium_coolant_temperature_(K)__________________________________________ (tftmp)_______________________ 4.7500E+00 + CS_temperature_margin_(K)_______________________________________________ (tmargoh)_____________________ 1.5052E+00 OP + Minimum_permitted_temperature_margin_(K)________________________________ (tmargmin_cs)_________________ 1.5000E+00 + Residual_hoop_stress_in_CS_Steel_(Pa)___________________________________ (residual_sig_hoop)___________ 2.4000E+08 + Minimum_burn_time_(s)___________________________________________________ (tbrnmn)______________________ 7.2000E+03 + Initial_vertical_crack_size_(m)_________________________________________ (t_crack_vertical)____________ 8.9000E-04 + Initial_radial_crack_size_(m)___________________________________________ (t_crack_radial)______________ 2.6700E-03 + CS_turn_area_(m)________________________________________________________ (a_oh_turn)___________________ 1.9739E-03 + CS_turn_length_(m)______________________________________________________ (l_cond_cst)__________________ 7.6953E-02 + CS_turn_internal_cable_space_radius_(m)_________________________________ (r_in_cst)____________________ 7.4740E-03 + CS_turn_width_(m)_______________________________________________________ (d_cond_cst)__________________ 2.5651E-02 + CS_structural_vertical_thickness_(m)____________________________________ (t_structural_vertical)_______ 5.3514E-03 + CS_structural_radial_thickness_(m)______________________________________ (t_structural_radial)_________ 5.3514E-03 + Allowable_number_of_cycles_till_CS_fracture_____________________________ (n_cycle)_____________________ 1.3378E+02 OP + Minimum_number_of_cycles_required_till_CS_fracture______________________ (n_cycle_min)_________________ 2.0000E+04 OP + PF_coil_superconductor_material_________________________________________ (isumatpf)____________________ 3 + Copper_fraction_in_conductor____________________________________________ (fcupfsu)_____________________ 6.9000E-01 + Maximum_permissible_tensile_stress_(MPa)________________________________ (sigpfcalw)___________________ 5.0000E+02 + JxB_hoop_force_fraction_supported_by_case_______________________________ (sigpfcf)_____________________ 6.6600E-01 + PF_coil_0_radius_(m)____________________________________________________ (rpf[0]_______________________ 5.5667E+00 + PF_coil_0_vertical_position_(m)_________________________________________ (zpf[0])______________________ 9.3603E+00 + PF_coil_0_radial_thickness_(m)__________________________________________ (pfdr(0))_____________________ 1.2727E+00 + PF_coil_0_vertical_thickness_(m)________________________________________ (pfdz(0))_____________________ 1.2727E+00 + PF_coil_0_turns_________________________________________________________ (turns[0])____________________ 4.4541E+02 + PF_coil_0_current_(MA)__________________________________________________ (ric[0])______________________ 1.7816E+01 + PF_coil_0_field_(T)_____________________________________________________ (bpf[0])______________________ 6.2280E+00 + PF_coil_1_radius_(m)____________________________________________________ (rpf[1]_______________________ 5.5667E+00 + PF_coil_1_vertical_position_(m)_________________________________________ (zpf[1])______________________ -1.0594E+01 + PF_coil_1_radial_thickness_(m)__________________________________________ (pfdr(1))_____________________ 1.3651E+00 + PF_coil_1_vertical_thickness_(m)________________________________________ (pfdz(1))_____________________ -1.3651E+00 + PF_coil_1_turns_________________________________________________________ (turns[1])____________________ 5.1248E+02 + PF_coil_1_current_(MA)__________________________________________________ (ric[1])______________________ 2.0499E+01 + PF_coil_1_field_(T)_____________________________________________________ (bpf[1])______________________ 6.6990E+00 + PF_coil_2_radius_(m)____________________________________________________ (rpf[2]_______________________ 1.6731E+01 + PF_coil_2_vertical_position_(m)_________________________________________ (zpf[2])______________________ 2.6667E+00 + PF_coil_2_radial_thickness_(m)__________________________________________ (pfdr(2))_____________________ 1.1332E+00 + PF_coil_2_vertical_thickness_(m)________________________________________ (pfdz(2))_____________________ 1.1332E+00 + PF_coil_2_turns_________________________________________________________ (turns[2])____________________ 1.9262E+02 + PF_coil_2_current_(MA)__________________________________________________ (ric[2])______________________ -7.7049E+00 + PF_coil_2_field_(T)_____________________________________________________ (bpf[2])______________________ 2.6389E+00 + PF_coil_3_radius_(m)____________________________________________________ (rpf[3]_______________________ 1.6731E+01 + PF_coil_3_vertical_position_(m)_________________________________________ (zpf[3])______________________ -2.6667E+00 + PF_coil_3_radial_thickness_(m)__________________________________________ (pfdr(3))_____________________ 1.1332E+00 + PF_coil_3_vertical_thickness_(m)________________________________________ (pfdz(3))_____________________ -1.1332E+00 + PF_coil_3_turns_________________________________________________________ (turns[3])____________________ 1.9262E+02 + PF_coil_3_current_(MA)__________________________________________________ (ric[3])______________________ -7.7049E+00 + PF_coil_3_field_(T)_____________________________________________________ (bpf[3])______________________ 2.6389E+00 + PF_coil_4_radius_(m)____________________________________________________ (rpf[4]_______________________ 1.5209E+01 + PF_coil_4_vertical_position_(m)_________________________________________ (zpf[4])______________________ 7.4667E+00 + PF_coil_4_radial_thickness_(m)__________________________________________ (pfdr(4))_____________________ 8.0773E-01 + PF_coil_4_vertical_thickness_(m)________________________________________ (pfdz(4))_____________________ 8.0773E-01 + PF_coil_4_turns_________________________________________________________ (turns[4])____________________ 1.3049E+02 + PF_coil_4_current_(MA)__________________________________________________ (ric[4])______________________ -5.2194E+00 + PF_coil_4_field_(T)_____________________________________________________ (bpf[4])______________________ 2.5737E+00 + PF_coil_5_radius_(m)____________________________________________________ (rpf[5]_______________________ 1.5209E+01 + PF_coil_5_vertical_position_(m)_________________________________________ (zpf[5])______________________ -7.4667E+00 + PF_coil_5_radial_thickness_(m)__________________________________________ (pfdr(5))_____________________ 8.0773E-01 + PF_coil_5_vertical_thickness_(m)________________________________________ (pfdz(5))_____________________ -8.0773E-01 + PF_coil_5_turns_________________________________________________________ (turns[5])____________________ 1.3049E+02 + PF_coil_5_current_(MA)__________________________________________________ (ric[5])______________________ -5.2194E+00 + PF_coil_5_field_(T)_____________________________________________________ (bpf[5])______________________ 2.5737E+00 + Central_solenoid_radius_(m)_____________________________________________ (rpf[nohc-1])_________________ 2.2734E+00 + Central_solenoid_vertical_position_(m)__________________________________ (zpf[nohc-1])_________________ 0.0000E+00 + Central_solenoid_radial_thickness_(m)___________________________________ (ohdr)________________________ 5.7587E-01 + Central_solenoid_vertical_thickness_(m)_________________________________ (ohdz)________________________ 1.5873E+01 + Central_solenoid_turns__________________________________________________ (turns[nohc-1])_______________ 4.6308E+03 + Central_solenoid_current_(MA)___________________________________________ (ric[nohc-1])_________________ -1.8523E+02 + Central_solenoid_field_(T)______________________________________________ (bpf[nohc-1])_________________ 1.4050E+01 + Sum_of_squares_of_residuals_____________________________________________ (ssq0)________________________ 3.5207E-04 OP + Smoothing_parameter_____________________________________________________ (alfapf)______________________ 5.0000E-10 + # Volt Second Consumption # + Total_volt-second_consumption_by_coils_(Wb)_____________________________ (vstot)_______________________ -5.8000E+02 OP + # Waveforms # + Ratio_of_central_solenoid_current_at_beginning_of_Pulse_/_end_of_flat-to (fcohbop)_____________________ 9.4380E-01 ITV + Ratio_of_central_solenoid_current_at_beginning_of_Flat-top_/_end_of_flat (fcohbof)_____________________ -1.4083E-01 OP + # PF Circuit Waveform Data # + Number_of_PF_circuits_including_CS_and_plasma___________________________ (ncirt)_______________________ 8 + PF_Circuit_0_Time_point_0_(A)___________________________________________ (pfc0t0)______________________ 0.0000E+00 + PF_Circuit_0_Time_point_1_(A)___________________________________________ (pfc0t1)______________________ 1.3971E+07 + PF_Circuit_0_Time_point_2_(A)___________________________________________ (pfc0t2)______________________ 1.7816E+07 + PF_Circuit_0_Time_point_3_(A)___________________________________________ (pfc0t3)______________________ 1.7816E+07 + PF_Circuit_0_Time_point_4_(A)___________________________________________ (pfc0t4)______________________ 9.2844E+05 + PF_Circuit_0_Time_point_5_(A)___________________________________________ (pfc0t5)______________________ 0.0000E+00 + PF_Circuit_1_Time_point_0_(A)___________________________________________ (pfc1t0)______________________ 0.0000E+00 + PF_Circuit_1_Time_point_1_(A)___________________________________________ (pfc1t1)______________________ 1.8269E+07 + PF_Circuit_1_Time_point_2_(A)___________________________________________ (pfc1t2)______________________ 2.0499E+07 + PF_Circuit_1_Time_point_3_(A)___________________________________________ (pfc1t3)______________________ 2.0499E+07 + PF_Circuit_1_Time_point_4_(A)___________________________________________ (pfc1t4)______________________ -1.5831E+06 + PF_Circuit_1_Time_point_5_(A)___________________________________________ (pfc1t5)______________________ 0.0000E+00 + PF_Circuit_2_Time_point_0_(A)___________________________________________ (pfc2t0)______________________ -0.0000E+00 + PF_Circuit_2_Time_point_1_(A)___________________________________________ (pfc2t1)______________________ 4.9542E+05 + PF_Circuit_2_Time_point_2_(A)___________________________________________ (pfc2t2)______________________ -7.1060E+06 + PF_Circuit_2_Time_point_3_(A)___________________________________________ (pfc2t3)______________________ -7.1060E+06 + PF_Circuit_2_Time_point_4_(A)___________________________________________ (pfc2t4)______________________ -7.7049E+06 + PF_Circuit_2_Time_point_5_(A)___________________________________________ (pfc2t5)______________________ -0.0000E+00 + PF_Circuit_3_Time_point_0_(A)___________________________________________ (pfc3t0)______________________ -0.0000E+00 + PF_Circuit_3_Time_point_1_(A)___________________________________________ (pfc3t1)______________________ 4.9542E+05 + PF_Circuit_3_Time_point_2_(A)___________________________________________ (pfc3t2)______________________ -7.1060E+06 + PF_Circuit_3_Time_point_3_(A)___________________________________________ (pfc3t3)______________________ -7.1060E+06 + PF_Circuit_3_Time_point_4_(A)___________________________________________ (pfc3t4)______________________ -7.7049E+06 + PF_Circuit_3_Time_point_5_(A)___________________________________________ (pfc3t5)______________________ -0.0000E+00 + PF_Circuit_4_Time_point_0_(A)___________________________________________ (pfc4t0)______________________ -0.0000E+00 + PF_Circuit_4_Time_point_1_(A)___________________________________________ (pfc4t1)______________________ 3.2650E+05 + PF_Circuit_4_Time_point_2_(A)___________________________________________ (pfc4t2)______________________ -4.8247E+06 + PF_Circuit_4_Time_point_3_(A)___________________________________________ (pfc4t3)______________________ -4.8247E+06 + PF_Circuit_4_Time_point_4_(A)___________________________________________ (pfc4t4)______________________ -5.2194E+06 + PF_Circuit_4_Time_point_5_(A)___________________________________________ (pfc4t5)______________________ -0.0000E+00 + PF_Circuit_5_Time_point_0_(A)___________________________________________ (pfc5t0)______________________ -0.0000E+00 + PF_Circuit_5_Time_point_1_(A)___________________________________________ (pfc5t1)______________________ 3.2650E+05 + PF_Circuit_5_Time_point_2_(A)___________________________________________ (pfc5t2)______________________ -4.8247E+06 + PF_Circuit_5_Time_point_3_(A)___________________________________________ (pfc5t3)______________________ -4.8247E+06 + PF_Circuit_5_Time_point_4_(A)___________________________________________ (pfc5t4)______________________ -5.2194E+06 + PF_Circuit_5_Time_point_5_(A)___________________________________________ (pfc5t5)______________________ -0.0000E+00 + CS_Circuit_Time_point_0_(A)_____________________________________________ (cs_t0)_______________________ -0.0000E+00 + CS_Circuit_Time_point_1_(A)_____________________________________________ (cs_t1)_______________________ 1.7482E+08 + CS_Circuit_Time_point_2_(A)_____________________________________________ (cs_t2)_______________________ 2.6086E+07 + CS_Circuit_Time_point_3_(A)_____________________________________________ (cs_t3)_______________________ 2.6086E+07 + CS_Circuit_Time_point_4_(A)_____________________________________________ (cs_t4)_______________________ -1.8523E+08 + CS_Circuit_Time_point_5_(A)_____________________________________________ (cs_t5)_______________________ -0.0000E+00 + Plasma_Time_point_0_(A)_________________________________________________ (plasmat0)____________________ 0.0000E+00 + Plasma_Time_point_1_(A)_________________________________________________ (plasmat1)____________________ 0.0000E+00 + Plasma_Time_point_2_(A)_________________________________________________ (plasmat2)____________________ 1.6631E+07 + Plasma_Time_point_3_(A)_________________________________________________ (plasmat3)____________________ 1.6631E+07 + Plasma_Time_point_4_(A)_________________________________________________ (plasmat4)____________________ 1.6631E+07 + Plasma_Time_point_5_(A)_________________________________________________ (plasmat5)____________________ 0.0000E+00 + # Support Structure # + Outer_PF_coil_fence_mass_(kg)___________________________________________ (fncmass)_____________________ 2.2924E+05 OP + Intercoil_support_structure_mass_(kg)___________________________________ (aintmass)____________________ 4.3045E+06 OP + Mass_of_cooled_components_(kg)__________________________________________ (coldmass)____________________ 3.4369E+07 OP + Gravity_support_structure_mass_(kg)_____________________________________ (clgsmass)____________________ 1.2760E+06 OP + Torus_leg_support_mass_(kg)_____________________________________________ (gsm1)________________________ 8.5820E+04 OP + Ring_beam_mass_(kg)_____________________________________________________ (gsm2)________________________ 4.0088E+05 OP + Ring_legs_mass_(kg)_____________________________________________________ (gsm3)________________________ 6.8283E+05 OP + # PF Coil Inductances # + # Nuclear Heating Magnets Before Renormalisation # + Shield_line_density_(tonne/m2)__________________________________________ (x_shield)____________________ 4.0560E+00 + Blanket_line_density_(tonne/m2)_________________________________________ (x_blanket)___________________ 2.2911E+00 + Unit_nuclear_heating_in_TF_coil_(W/GW)__________________________________ (tfc_nuc_heating)_____________ 1.4866E+04 + Total_nuclear_heating_in_TF_coil_(MW)___________________________________ (ptfnuc.)_____________________ 2.4085E-02 + powfmw__________________________________________________________________ (powfmw.)_____________________ 1.6202E+03 + total_mass_of_the_TF_coils_(kg)_________________________________________ (whttf)_______________________ 1.1424E+07 + # Pumping for primary coolant (helium) # + Pressure_drop_in_FW_and_blanket_coolant_incl._hx_and_pipes_(Pa)_________ (dp_he)_______________________ 5.5000E+05 + Fraction_of_FW_and_blanket_thermal_power_required_for_pumping___________ (fpump)_______________________ 8.9463E-02 OP + Total_power_absorbed_by_FW_&_blanket_(MW)_______________________________ (p_plasma)____________________ 1.6698E+03 OP + Inlet_temperature_of_FW_&_blanket_coolant_pump_(K)______________________ (t_in_compressor)_____________ 5.5703E+02 OP + Coolant_pump_outlet/Inlet_temperature_of_FW_&_blanket_(K)_______________ (t_in_bb)_____________________ 5.7313E+02 + Outlet_temperature_of_FW_&_blanket_(K)__________________________________ (t_out_bb)____________________ 7.7313E+02 + Mechanical_pumping_power_for_FW_and_blanket_cooling_loop_including_heat_ (htpmw_fw_blkt)_______________ 1.6407E+02 OP + Mechanical_pumping_power_for_divertor_(MW)______________________________ (htpmw_div)___________________ 1.6906E+00 OP + Mechanical_pumping_power_for_shield_and_vacuum_vessel_(MW)______________ (htpmw_shld)__________________ 7.0688E-03 OP + # First wall and blanket : CCFE HCPB model # + Titanium_beryllide_fraction_____________________________________________ (fbltibe12)___________________ 3.7500E-01 + Lithium_orthosilicate_fraction__________________________________________ (fblli2sio4)__________________ 3.7500E-01 + Steel_fraction__________________________________________________________ (fblss_ccfe)__________________ 9.7050E-02 + Coolant_fraction________________________________________________________ (vfcblkt)_____________________ 5.2950E-02 + Purge_gas_fraction______________________________________________________ (vfpblkt)_____________________ 1.0000E-01 + First_Wall_Armour_Volume_(m3)___________________________________________ (fw_armour_vol)_______________ 5.8692E+00 + First_Wall_Volume_(m3)__________________________________________________ (volfw)_______________________ 1.9807E+01 + Blanket_Volume_(m3)_____________________________________________________ (volblkt)_____________________ 1.1849E+03 + Shield_Volume_(m3)______________________________________________________ (volshld)_____________________ 7.8520E+02 + Vacuum_vessel_volume_(m3)_______________________________________________ (vdewin)______________________ 1.0178E+03 + First_Wall_Armour_Mass_(kg)_____________________________________________ (fw_armour_mass)______________ 1.1298E+05 OP + First_Wall_Mass,_excluding_armour_(kg)__________________________________ (fwmass)______________________ 1.5449E+05 OP + Blanket_Mass_-_Total(kg)________________________________________________ (whtblkt)_____________________ 2.9676E+06 OP + ____Blanket_Mass_-_TiBe12_(kg)__________________________________________ (whtbltibe12)_________________ 1.0042E+06 OP + ____Blanket_Mass_-_Li4SiO4_(kg)_________________________________________ (whtblli4sio4)________________ 1.0664E+06 OP + ____Blanket_Mass_-_Steel_(kg)___________________________________________ (whtblss)_____________________ 8.9696E+05 OP + Total_mass_of_armour,_first_wall_and_blanket_(kg)_______________________ (armour_fw_bl_mass)___________ 3.2350E+06 OP + Shield_Mass_(kg)________________________________________________________ (whtshld)_____________________ 2.4498E+06 OP + Vacuum_vessel_mass_(kg)_________________________________________________ (vvmass)______________________ 7.9388E+06 OP + Total_nuclear_heating_in_TF+PF_coils_(CS_is_negligible)_(MW)____________ (ptfnuc)______________________ 2.5118E-02 OP + Total_nuclear_heating_in_FW_(MW)________________________________________ (pnucfw)______________________ 1.6315E+02 OP + Total_nuclear_heating_in_the_blanket_(including_emult)_(MW)_____________ (pnucblkt)____________________ 1.2901E+03 OP + Total_nuclear_heating_in_the_shield_(MW)________________________________ (pnucshld)____________________ 1.4138E+00 OP + Total_nuclear_heating_in_the_divertor_(MW)______________________________ (pnucdiv)_____________________ 1.4906E+02 OP + Blanket_exponential_factor______________________________________________ (exp_blanket)_________________ 9.9936E-01 OP + Shield:_first_exponential_______________________________________________ (exp_shield1)_________________ 1.9523E-03 OP + Shield:_second_exponential______________________________________________ (exp_shield2)_________________ 2.5427E-01 OP + Solid_angle_fraction_taken_by_on_divertor_______________________________ (fdiv)________________________ 1.1500E-01 + Switch_for_plant_secondary_cycle________________________________________ (secondary_cycle)_____________ 2 + First_wall_coolant_pressure_(Pa)________________________________________ (fwpressure)__________________ 1.5500E+07 + Blanket_coolant_pressure_(Pa)___________________________________________ (blpressure)__________________ 1.5500E+07 + Allowable_nominal_neutron_fluence_at_first_wall_(MW.year/m2)____________ (abktflnc)____________________ 5.0000E+00 + No_of_inboard_blanket_modules_poloidally________________________________ (nblktmodpi)__________________ 7 + No_of_inboard_blanket_modules_toroidally________________________________ (nblktmodti)__________________ 32 + No_of_outboard_blanket_modules_poloidally_______________________________ (nblktmodpo)__________________ 8 + No_of_outboard_blanket_modules_toroidally_______________________________ (nblktmodto)__________________ 48 + Isentropic_efficiency_of_first_wall_/_blanket_coolant_pumps_____________ (etaiso)______________________ 9.0000E-01 + First_wall_area_(m2)____________________________________________________ (fwarea)______________________ 1.6044E+03 OP + Cryostat_internal_radius_(m)____________________________________________ (rdewex)______________________ 1.7798E+01 OP + Cryostat_internal_half-height_(m)_______________________________________ (zdewex)______________________ 1.5339E+01 OP + Vertical_clearance_from_TF_coil_to_cryostat_(m)_________________________ (clh1)________________________ 5.6044E+00 OP + Divertor_area_(m2)______________________________________________________ (divsur)______________________ 1.4879E+02 OP + Divertor_mass_(kg)______________________________________________________ (divmas)______________________ 3.6453E+04 OP + # Superconducting TF Coil Power Conversion # + TF_coil_current_(kA)____________________________________________________ (itfka)_______________________ 8.9795E+01 OP + Number_of_TF_coils______________________________________________________ (ntfc)________________________ 1.6000E+01 + Voltage_across_a_TF_coil_during_quench_(kV)_____________________________ (vtfskv)______________________ 9.1862E+00 OP + TF_coil_charge_time_(hours)_____________________________________________ (tchghr)______________________ 4.0000E+00 + Total_inductance_of_TF_coils_(H)________________________________________ (ltfth)_______________________ 3.0165E+01 OP + Total_resistance_of_TF_coils_(ohm)______________________________________ (rcoils)______________________ 0.0000E+00 OP + TF_coil_charging_voltage_(V)____________________________________________ (tfcv)________________________ 2.9268E+02 + Number_of_DC_circuit_breakers___________________________________________ (ntfbkr)______________________ 1.6000E+01 + Number_of_dump_resistors________________________________________________ (ndumpr)______________________ 6.4000E+01 + Resistance_per_dump_resistor_(ohm)______________________________________ (r1dump)______________________ 1.0230E-01 OP + Dump_resistor_peak_power_(MW)___________________________________________ (r1ppmw)______________________ 2.0622E+02 OP + Energy_supplied_per_dump_resistor_(MJ)__________________________________ (r1emj)_______________________ 1.9002E+03 OP + TF_coil_L/R_time_constant_(s)___________________________________________ (ttfsec)______________________ 1.8429E+01 OP + Power_supply_voltage_(V)________________________________________________ (tfpsv)_______________________ 3.0731E+02 OP + Power_supply_current_(kA)_______________________________________________ (tfpska)______________________ 9.4285E+01 OP + DC_power_supply_rating_(kW)_____________________________________________ (tfckw)_______________________ 2.8975E+04 OP + AC_power_for_charging_(kW)______________________________________________ (tfackw)______________________ 3.2194E+04 OP + TF_coil_resistive_power_(MW)____________________________________________ (rpower)______________________ 9.3902E+00 OP + TF_coil_inductive_power_(MVA)___________________________________________ (xpower)______________________ 1.6891E+01 OP + Aluminium_bus_current_density_(kA/cm2)__________________________________ (djmka)_______________________ 1.2500E-01 + Aluminium_bus_cross-sectional_area_(cm2)________________________________ (albusa)______________________ 7.1836E+02 OP + Total_length_of_TF_coil_bussing_(m)_____________________________________ (tfbusl)______________________ 3.1931E+03 OP + Aluminium_bus_weight_(tonnes)___________________________________________ (albuswt)_____________________ 6.1932E+02 OP + Total_TF_coil_bus_resistance_(ohm)______________________________________ (rtfbus)______________________ 1.1646E-03 OP + TF_coil_bus_voltage_drop_(V)____________________________________________ (vtfbus)______________________ 1.0457E+02 OP + Dump_resistor_floor_area_(m2)___________________________________________ (drarea)______________________ 4.9234E+03 OP + TF_coil_power_conversion_floor_space_(m2)_______________________________ (tfcfsp)______________________ 1.8228E+03 OP + TF_coil_power_conv._building_volume_(m3)________________________________ (tfcbv)_______________________ 1.0937E+04 OP + TF_coil_AC_inductive_power_demand_(MW)__________________________________ (xpwrmw)______________________ 1.8768E+01 OP + Total_steady_state_AC_power_demand_(MW)_________________________________ (tfacpd)______________________ 1.0434E+01 OP + # PF Coils and Central Solenoid: Power and Energy # + Number_of_PF_coil_circuits______________________________________________ (pfckts)______________________ 1.2000E+01 + Sum_of_PF_power_supply_ratings_(MVA)____________________________________ (spsmva)______________________ 3.0313E+02 OP + Total_PF_coil_circuit_bus_length_(m)____________________________________ (spfbusl)_____________________ 2.4480E+03 OP + Total_PF_coil_bus_resistive_power_(kW)__________________________________ (pfbuspwr)____________________ 9.6485E+02 OP + Total_PF_coil_resistive_power_(kW)______________________________________ (srcktpm)_____________________ 9.6485E+02 OP + Maximum_PF_coil_voltage_(kV)____________________________________________ (vpfskv)______________________ 2.0000E+01 + Efficiency_of_transfer_of_PF_stored_energy_into_or_out_of_storage_______ (etapsu)______________________ 9.0000E-01 + Maximum_stored_energy_in_poloidal_field_(MJ)____________________________ (ensxpfm)_____________________ 2.8804E+04 OP + Peak_absolute_rate_of_change_of_stored_energy_in_poloidal_field_(MW)____ (peakpoloidalpower)___________ 1.7319E+02 OP + # Vacuum System # + First_wall_outgassing_rate_(Pa_m/s)_____________________________________ (rat)_________________________ 1.3000E-08 + Total_outgassing_load_(Pa_m3/s)_________________________________________ (ogas)________________________ 1.6691E-04 OP + Base_pressure_required_(Pa)_____________________________________________ (pbase)_______________________ 5.0000E-04 + Required_N2_pump_speed_(m3/s)___________________________________________ (s(1))________________________ 3.3381E-01 OP + N2_pump_speed_provided_(m3/s)___________________________________________ (snet(1))_____________________ 2.3404E+01 OP + Plasma_chamber_volume_(m3)______________________________________________ (volume)______________________ 2.2588E+03 OP + Chamber_pressure_after_burn_(Pa)________________________________________ (pend)________________________ 1.6698E-01 OP + Chamber_pressure_before_burn_(Pa)_______________________________________ (pstart)______________________ 1.6698E-03 + Allowable_pumping_time_switch___________________________________________ (dwell_pump)__________________ 0 + Dwell_time_between_burns_(s)____________________________________________ (tdwell.)_____________________ 1.8000E+03 + CS_ramp-up_time_burns_(s)_______________________________________________ (tramp.)______________________ 5.0000E+02 + Allowable_pumping_time_between_burns_(s)________________________________ (tpump)_______________________ 1.8000E+03 + Required_D-T_pump_speed_(m3/s)__________________________________________ (s(2))________________________ 5.7790E+00 OP + D-T_pump_speed_provided_(m3/s)__________________________________________ (snet(2))_____________________ 5.6700E+01 OP + Divertor_chamber_gas_pressure_(Pa)______________________________________ (prdiv)_______________________ 3.6000E-01 + Helium_gas_fraction_in_divertor_chamber_________________________________ (fhe)_________________________ 1.7218E-01 OP + Required_helium_pump_speed_(m3/s)_______________________________________ (s(3))________________________ 3.8423E+01 OP + Helium_pump_speed_provided_(m3/s)_______________________________________ (snet(3))_____________________ 3.8423E+01 OP + D-T_fuelling_rate_(kg/s)________________________________________________ (frate)_______________________ 2.7747E-05 OP + Required_D-T_pump_speed_(m3/s)__________________________________________ (s(4))________________________ 3.8423E+01 OP + D-T_pump_speed_provided_(m3/s)__________________________________________ (snet(4))_____________________ 5.6700E+01 OP + Number_of_large_pump_ducts______________________________________________ (nduct)_______________________ 16 + Passage_diameter,_divertor_to_ducts_(m)_________________________________ (d(imax))_____________________ 4.7857E-01 OP + Passage_length_(m)______________________________________________________ (l1)__________________________ 1.7160E+00 OP + Diameter_of_ducts_(m)___________________________________________________ (dout)________________________ 5.7428E-01 OP + Duct_length,_divertor_to_elbow_(m)______________________________________ (l2)__________________________ 4.8000E+00 OP + Duct_length,_elbow_to_pumps_(m)_________________________________________ (l3)__________________________ 2.0000E+00 + Number_of_pumps_________________________________________________________ (pumpn)_______________________ 3.2000E+01 OP + # Plant Buildings System # + Internal_volume_of_reactor_building_(m3)________________________________ (vrci)________________________ 9.9708E+05 + Dist_from_centre_of_torus_to_bldg_wall_(m)______________________________ (wrbi)________________________ 3.9531E+01 + Effective_floor_area_(m2)_______________________________________________ (efloor)______________________ 3.3660E+05 + Reactor_building_volume_(m3)____________________________________________ (rbv)_________________________ 1.1310E+06 + Reactor_maintenance_building_volume_(m3)________________________________ (rmbv)________________________ 3.9641E+05 + Warmshop_volume_(m3)____________________________________________________ (wsv)_________________________ 1.2531E+05 + Tritium_building_volume_(m3)____________________________________________ (triv)________________________ 4.0000E+04 + Electrical_building_volume_(m3)_________________________________________ (elev)________________________ 5.1937E+04 + Control_building_volume_(m3)____________________________________________ (conv)________________________ 6.0000E+04 + Cryogenics_building_volume_(m3)_________________________________________ (cryv)________________________ 1.4976E+04 + Administration_building_volume_(m3)_____________________________________ (admv)________________________ 1.0000E+05 + Shops_volume_(m3)_______________________________________________________ (shov)________________________ 1.0000E+05 + Total_volume_of_nuclear_buildings_(m3)__________________________________ (volnucb)_____________________ 1.5738E+06 + # Electric Power Requirements # + Facility_base_load_(MW)_________________________________________________ (basemw)______________________ 5.0000E+00 + Divertor_coil_power_supplies_(MW)_______________________________________ (bdvmw)_______________________ 0.0000E+00 + Cryoplant_electric_power_(MW)___________________________________________ (crymw)_______________________ 3.6566E+01 OP + Primary_coolant_pumps_(MW)______________________________________________ (htpmw..)_____________________ 1.9053E+02 OP + PF_coil_power_supplies_(MW)_____________________________________________ (ppfmw)_______________________ 8.5511E+01 OP + TF_coil_power_supplies_(MW)_____________________________________________ (ptfmw)_______________________ 1.0434E+01 OP + Plasma_heating_supplies_(MW)____________________________________________ (pheatingmw)__________________ 1.6029E+02 OP + Tritium_processing_(MW)_________________________________________________ (trithtmw..)__________________ 1.5000E+01 + Vacuum_pumps__(MW)______________________________________________________ (vachtmw..)___________________ 5.0000E-01 + Total_pulsed_power_(MW)_________________________________________________ (pacpmw)______________________ 5.5432E+02 OP + Total_base_power_required_at_all_times_(MW)_____________________________ (fcsht)_______________________ 5.5490E+01 OP + # Cryogenics # + Conduction_and_radiation_heat_loads_on_cryogenic_components_(MW)________ (qss/1.0d6)___________________ 1.4779E-02 OP + Nuclear_heating_of_cryogenic_components_(MW)____________________________ (qnuc/1.0d6)__________________ 1.3000E-02 OP + AC_losses_in_cryogenic_components_(MW)__________________________________ (qac/1.0d6)___________________ 3.8170E-03 OP + Resistive_losses_in_current_leads_(MW)__________________________________ (qcl/1.0d6)___________________ 1.9539E-02 OP + 45%_allowance_for_heat_loads_in_transfer_lines,_storage_tanks_etc_(MW)__ (qmisc/1.0d6)_________________ 2.3011E-02 OP + Sum_=_Total_heat_removal_at_cryogenic_temperatures_(tfcoil_variables.tmp (helpow_+_helpow_cryal/1.0d6)_ 7.4146E-02 OP + Temperature_of_cryogenic_superconducting_components_(K)_________________ (tmpcry)______________________ 4.5000E+00 + Temperature_of_cryogenic_aluminium_components_(K)_______________________ (tcoolin)_____________________ 3.1315E+02 + Efficiency_(figure_of_merit)_of_cryogenic_plant_is_13%_of_ideal_Carnot_v ______________________________ 2.0277E-03 OP + Efficiency_(figure_of_merit)_of_cryogenic_aluminium_plant_is_40%_of_idea ______________________________ -2.0203E+00 OP + Electric_power_for_cryogenic_plant_(MW)_________________________________ (crypmw)______________________ 3.6566E+01 OP + # Plant Power / Heat Transport Balance # + Neutron_power_multiplication_in_blanket_________________________________ (emult)_______________________ 1.2690E+00 + Divertor_area_fraction_of_whole_toroid_surface__________________________ (fdiv)________________________ 1.1500E-01 + H/CD_apparatus_+_diagnostics_area_fraction______________________________ (fhcd)________________________ 0.0000E+00 + First_wall_area_fraction________________________________________________ (1-fdiv-fhcd)_________________ 8.8500E-01 + Switch_for_pumping_of_primary_coolant___________________________________ (primary_pumping)_____________ 3 + Mechanical_pumping_power_for_FW_cooling_loop_including_heat_exchanger_(M (htpmw_fw)____________________ 0.0000E+00 OP + Mechanical_pumping_power_for_blanket_cooling_loop_including_heat_exchang (htpmw_blkt)__________________ 0.0000E+00 OP + Mechanical_pumping_power_for_FW_and_blanket_cooling_loop_including_heat_ (htpmw_fw_blkt)_______________ 1.6407E+02 OP + Mechanical_pumping_power_for_divertor_(MW)______________________________ (htpmw_div)___________________ 1.6906E+00 OP + Mechanical_pumping_power_for_shield_and_vacuum_vessel_(MW)______________ (htpmw_shld)__________________ 7.0688E-03 OP + Electrical_pumping_power_for_FW_and_blanket_(MW)________________________ (htpmwe_fw_blkt)______________ 1.8858E+02 OP + Electrical_pumping_power_for_shield_(MW)________________________________ (htpmwe_shld)_________________ 8.1250E-03 OP + Electrical_pumping_power_for_divertor_(MW)______________________________ (htpmwe_div)__________________ 1.9433E+00 OP + Total_electrical_pumping_power_for_primary_coolant_(MW)_________________ (htpmw)_______________________ 1.9053E+02 OP + Coolant_pump_power_/_non-pumping_thermal_power_in_shield________________ (fpumpshld)___________________ 5.0000E-03 + Coolant_pump_power_/_non-pumping_thermal_power_in_divertor______________ (fpumpdiv)____________________ 5.0000E-03 + Electrical_efficiency_of_heat_transport_coolant_pumps___________________ (etahtp)______________________ 8.7000E-01 + Thermal_to_electric_conversion_efficiency_of_the_power_conversion_cycle_ (etath)_______________________ 4.0000E-01 + Fraction_of_total_high-grade_thermal_power_to_divertor__________________ (pdivfraction)________________ 1.5623E-01 + Total_power_leaving_reactor_(across_vacuum_vessel_boundary)_(MW)________ ______________________________ 2.0111E+03 + Heat_removal_from_cryogenic_plant_(MW)__________________________________ (crypmw)______________________ 3.6566E+01 + Heat_removal_from_facilities_(MW)_______________________________________ (fachtmw)_____________________ 5.5490E+01 + Coolant_pumping_efficiency_losses_(MW)__________________________________ (htpsecmw)____________________ 2.4769E+01 + Heat_removal_from_injection_power_(MW)__________________________________ (pinjht)______________________ 8.0143E+01 + Heat_removal_from_tritium_plant_(MW)____________________________________ (trithtmw)____________________ 1.5000E+01 + Heat_removal_from_vacuum_pumps_(MW)_____________________________________ (vachtmw)_____________________ 5.0000E-01 + TF_coil_resistive_power_(MW)____________________________________________ (tfcmw)_______________________ 0.0000E+00 + Total_low-grade_thermal_power_(MW)______________________________________ (psechtmw)____________________ 2.2417E+02 + Total_High-grade_thermal_power_(MW)_____________________________________ (pthermmw)____________________ 2.1751E+03 + Number_of_primary_heat_exchangers_______________________________________ (nphx)________________________ 3 OP + Transport_power_from_scaling_law_(MW)___________________________________ (pscalingmw)__________________ 2.9785E+02 + Radiation_power_from_inside_"coreradius"_(MW)___________________________ (pcoreradmw.)_________________ 9.1650E+01 + Total_(MW)______________________________________________________________ ______________________________ 3.8950E+02 + Alpha_power_deposited_in_plasma_(MW)____________________________________ (falpha*palpmw)_______________ 3.0746E+02 + Power_from_charged_products_of_DD_and/or_D-He3_fusion_(MW)______________ (pchargemw.)__________________ 1.2659E+00 + Ohmic_heating_(MW)______________________________________________________ (pohmmw.)_____________________ 6.2284E-01 + Injected_power_deposited_in_plasma_(MW)_________________________________ (pinjmw)______________________ 8.0143E+01 + Total_(MW)______________________________________________________________ ______________________________ 3.8950E+02 + Fusion_power_(MW)_______________________________________________________ (powfmw)______________________ 1.6202E+03 + Power_from_energy_multiplication_in_blanket_and_shield_(MW)_____________ (emultmw)_____________________ 3.0836E+02 + Injected_power_(MW)_____________________________________________________ (pinjmw.)_____________________ 8.0143E+01 + Ohmic_power_(MW)________________________________________________________ (pohmmw.)_____________________ 6.2284E-01 + Power_deposited_in_primary_coolant_by_pump_(MW)_________________________ (htpmw_mech)__________________ 1.6576E+02 + Total_(MW)______________________________________________________________ ______________________________ 2.1751E+03 + Heat_extracted_from_first_wall_and_blanket_(MW)_________________________ (pthermfw_blkt)_______________ 1.8339E+03 + Heat_extracted_from_shield__(MW)________________________________________ (pthermshld)__________________ 1.4208E+00 + Heat_extracted_from_divertor_(MW)_______________________________________ (pthermdiv)___________________ 3.3982E+02 + Nuclear_and_photon_power_lost_to_H/CD_system_(MW)_______________________ (psechcd)_____________________ 0.0000E+00 + Nuclear_power_lost_to_TF_(MW)___________________________________________ (ptfnuc)______________________ 2.5118E-02 + Total_(MW)______________________________________________________________ ______________________________ 2.1752E+03 + Net_electric_power_output(MW)___________________________________________ (pnetelmw.)___________________ 4.0001E+02 + Required_Net_electric_power_output(MW)__________________________________ (pnetelin)____________________ 4.0000E+02 + Electric_power_for_heating_and_current_drive_(MW)_______________________ (pinjwp)______________________ 1.6029E+02 + Electric_power_for_primary_coolant_pumps_(MW)___________________________ (htpmw)_______________________ 1.9053E+02 + Electric_power_for_vacuum_pumps_(MW)____________________________________ (vachtmw)_____________________ 5.0000E-01 + Electric_power_for_tritium_plant_(MW)___________________________________ (trithtmw)____________________ 1.5000E+01 + Electric_power_for_cryoplant_(MW)_______________________________________ (crypmw)______________________ 3.6566E+01 + Electric_power_for_TF_coils_(MW)________________________________________ (tfacpd)______________________ 1.0434E+01 + Electric_power_for_PF_coils_(MW)________________________________________ (pfwpmw)______________________ 1.2422E+00 + All_other_internal_electric_power_requirements_(MW)_____________________ (fachtmw)_____________________ 5.5490E+01 + Total_(MW)______________________________________________________________ (tot_plant_power)_____________ 8.7006E+02 + Total_(MW)______________________________________________________________ ______________________________ 8.7006E+02 + Gross_electrical_output*_(MW)___________________________________________ (pgrossmw)____________________ 8.7006E+02 + Fusion_power_(MW)_______________________________________________________ (powfmw)______________________ 1.6202E+03 + Power_from_energy_multiplication_in_blanket_and_shield_(MW)_____________ (emultmw)_____________________ 3.0836E+02 + Total_(MW)______________________________________________________________ ______________________________ 1.9285E+03 + Net_electrical_output_(MW) _____________________________________________ (pnetelmw)____________________ 4.0001E+02 + Heat_rejected_by_main_power_conversion_circuit_(MW)_____________________ (rejected_main)_______________ 1.3051E+03 + Heat_rejected_by_other_cooling_circuits_(MW)____________________________ (psechtmw)____________________ 2.2417E+02 + Total_(MW)______________________________________________________________ ______________________________ 1.9293E+03 + Net_electric_power_/_total_nuclear_power_(%)____________________________ (pnetelmw/(powfmw+emultmw)____ 2.0741E+01 + Net_electric_power_/_total_fusion_power_(%)_____________________________ (pnetelmw/powfmw)_____________ 2.4689E+01 + Gross_electric_power*_/_high_grade_heat_(%)_____________________________ (etath)_______________________ 4.0000E+01 + Recirculating_power_fraction____________________________________________ (cirpowfr)____________________ 5.4025E-01 + # Water usage during plant operation (secondary cooling) # + Volume_used_in_cooling_tower_(m3/day)___________________________________ (waterusetower)_______________ 5.5485E+04 OP + Volume_used_in_recirculating_water_system_(m3/day)______________________ (wateruserecirc)______________ 1.8617E+04 OP + Volume_used_in_once-through_water_system_(m3/day)_______________________ (wateruseonethru)_____________ 1.8244E+06 OP + # Errors and Warnings # + # Errors and Warnings # + PROCESS_error_status_flag_______________________________________________ (error_status)________________ 2 + Final_error_identifier__________________________________________________ (error_id)____________________ 244 + # End of PROCESS Output # + # End of PROCESS Output # + # Copy of PROCESS Input Follows # +************************************************************************************************************************ +***** ***** +***** Generic large tokamak file ***** +***** James Morris, UKAEA ***** +***** 28/06/23 ***** +***** ***** +************************************************************************* + +* Run Information * +******************* + +runtitle = Generic large tokamak + +* Figure of merit - minimise major radius +minmax = 1 + +* Error tolerance for VMCON +epsvmc = 1e-7 + +* Constraint Equations - Consistency Equations * +************************************************ + +* Beta consistency * +*------------------* +icc = 1 +ixc = 5 * beta +beta = 0.03 + +* Global power balance * +*----------------------* +icc = 2 + +* Radial build consistency * +*--------------------------* +icc = 11 + +* Constraint Equations - Limit Equations * +****************************************** + +* Density upper limit * +*---------------------* +icc = 5 +ixc = 6 * dene [m-3] +fdene = 1.2 +dene = 7.5E19 + +* Neutron wall load upper limit * +*-------------------------------* +icc = 8 +ixc = 14 * fwalld +fwalld = 1.0 +* wall load limit [MW/m2] +walalw = 2.0 + +* Fusion power upper limit * +*--------------------------* + +icc = 9 +ixc = 26 * ffuspow +* Maximum allowable value fusion power [MW] +powfmax = 3000 + +* Burn time lower limit * +*-----------------------* +icc = 13 +ixc = 21 * ftburn +* minimum burn time [s] +tbrnmn = 7200.0 + +* L-H threshold scaling * +*-----------------------* +icc = 15 +ixc = 103 * flhthresh +boundu(103) = 10.0 + +* Injection power upper limit * +*-----------------------------* +icc = 30 +ixc = 46 * fpinj +* Maximum allowable value for injected power [MW] +pinjalw = 200.0 + +* Net electric power lower limit * +*--------------------------------* +icc = 16 +ixc = 25 * fpnetel +* Minimum allowable value for net eletric power [MW] +pnetelin = 400.0 + +* Beta upper limit * +*------------------* +icc = 24 +ixc = 36 * fbetatry +fbetatry = 0.5 + +* Max TF field * +*--------------* +icc = 25 +ixc = 35 * fpeakb +* Maximum allowable value for toroidal magnetic field [T] +bmxlim = 14.0 + +* Central solenoid EOF current density upper limit * +*--------------------------------------------------* +icc = 26 +ixc = 37 * coheof [A/m2] +ixc = 38 * fjohc +boundu(38) = 1.0 +coheof = 1.5E7 +fjohc = 0.6 + +* Central solenoid BOP current density upper limit * +*--------------------------------------------------* +icc = 27 +ixc = 39 * fjohc0 +ixc = 41 * fcohbop +boundu(39) = 1.0 +fjohc0 = 0.6 +fcohbop = 0.9 + +* I_op/I_Crit TF coil limit * +*---------------------------* +icc = 33 +ixc = 50 * fiooic +boundu(50) = 1.0 +fiooic = 0.65 + +* Dump voltage upper limit * +*--------------------------* +icc = 34 +ixc = 51 * fvdump +ixc = 52 * vdalw [kV] +boundu(52) = 10.0 +fvdump = 1.0 +vdalw = 10.0 + +* J_winding pack protection * +*---------------------------* +icc = 35 +ixc = 53 * fjprot +fjprot = 1.0 + +* TF temp marg lower limit * +*--------------------------* +icc = 36 +ixc = 54 * ftmargtf +* Minimum allowable temperature margin [K] +tmargmin = 1.5 + +* CS coil temp margin lower limit * +*---------------------------------* +icc = 60 +ixc = 106 * ftmargoh +tmargmin_cs = 1.5 + +* Lower limit on taup/taueff (ratio alpha particle/energy confinement times) * +*-------------------------------------------------------------------------------* +icc = 62 +ixc = 110 * ftaulimit +taulimit = 5.0 + +* dump time constraint for VV stresses * +*--------------------------------------* +icc = 65 +ixc = 113 * fmaxvvstress +fmaxvvstress = 1.0 + +* CS stress limit * +*-----------------* +icc = 72 +ixc = 123 * foh_stress +foh_stress = 1.0 +* allowable hoop stress in Central Solenoid structural material [Pa] +alstroh = 7.5D8 + +* neped_neped_______________________normalised_residue____________________ (normres023)__________________ -1.9637E-08 + Upper_Lim._on_Psep_*_Bt_/_q_A_R___normalised_residue____________________ (normres024)__________________ 4.9789E-07 + TF_coil_case_stress_upper_limit___normalised_residue____________________ (normres025)__________________ -4.6757E-07 + TF_coil_conduit_stress_upper_lim__normalised_residue____________________ (normres026)__________________ -4.1375E-07 + # Final Feasible Point # + # Power Reactor Costs (1990 US$) # + First_wall_/_blanket_life_(years)_______________________________________ (fwbllife)____________________ 6.1566E+00 + Divertor_life_(years)___________________________________________________ (divlife.)____________________ 3.9769E+00 + Cost_of_electricity_(m$/kWh)____________________________________________ (coe)_________________________ 5.1257E+02 + # Detailed Costings (1990 US$) # + Acc.22_multiplier_for_Nth_of_a_kind_____________________________________ (fkind)_______________________ 1.0000E+00 + Level_of_Safety_Assurance_______________________________________________ (lsa)_________________________ 4 + # Structures and Site Facilities # + Site_improvements,_facilities,_land_(M$)________________________________ (c211)________________________ 3.5200E+01 + Reactor_building_cost_(M$)______________________________________________ (c212)________________________ 4.5238E+02 + Turbine_building_cost_(M$)______________________________________________ (c213)________________________ 3.8000E+01 + Reactor_maintenance_building_cost_(M$)__________________________________ (c2141)_______________________ 1.0307E+02 + Warm_shop_cost_(M$)_____________________________________________________ (c2142)_______________________ 5.7641E+01 + Tritium_building_cost_(M$)______________________________________________ (c215)________________________ 1.4800E+01 + Electrical_equipment_building_cost_(M$)_________________________________ (c216)________________________ 1.9736E+01 + Additional_buildings_cost_(M$)__________________________________________ (c2171)_______________________ 1.8000E+01 + Control_room_buildings_cost_(M$)________________________________________ (c2172)_______________________ 2.1000E+01 + Shop_and_warehouses_cost_(M$)___________________________________________ (c2173)_______________________ 1.1500E+01 + Cryogenic_building_cost_(M$)____________________________________________ (c2174)_______________________ 6.8891E+00 + Total_account_21_cost_(M$)______________________________________________ (c21)_________________________ 7.7822E+02 + # Reactor Systems # + First_wall_cost_(M$)____________________________________________________ (c2211)_______________________ 1.9130E+02 + Blanket_beryllium_cost_(M$)_____________________________________________ (c22121)______________________ 2.6109E+02 + Blanket_breeder_material_cost_(M$)______________________________________ (c22122)______________________ 6.3985E+02 + Blanket_stainless_steel_cost_(M$)_______________________________________ (c22123)______________________ 8.0726E+01 + Blanket_vanadium_cost_(M$)______________________________________________ (c22124)______________________ 0.0000E+00 + Blanket_total_cost_(M$)_________________________________________________ (c2212)_______________________ 9.8166E+02 + Bulk_shield_cost_(M$)___________________________________________________ (c22131)______________________ 7.8394E+01 + Penetration_shielding_cost_(M$)_________________________________________ (c22132)______________________ 7.8394E+01 + Total_shield_cost_(M$)__________________________________________________ (c2213)_______________________ 1.5679E+02 + Total_support_structure_cost_(M$)_______________________________________ (c2214)_______________________ 4.0933E+01 + Divertor_cost_(M$)______________________________________________________ (c2215)_______________________ 4.1660E+01 + Total_account_221_cost_(M$)_____________________________________________ (c221)________________________ 1.4123E+03 + # Magnets # + TF_coil_conductor_cost_(M$)_____________________________________________ (c22211)______________________ 1.3230E+02 + TF_coil_winding_cost_(M$)_______________________________________________ (c22212)______________________ 5.4263E+01 + TF_coil_case_cost_(M$)__________________________________________________ (c22213)______________________ 4.4365E+02 + TF_intercoil_structure_cost_(M$)________________________________________ (c22214)______________________ 1.5066E+02 + TF_coil_gravity_support_structure_(M$)__________________________________ (c22215)______________________ 4.4659E+01 + TF_magnet_assemblies_cost_(M$)__________________________________________ (c2221)_______________________ 8.2552E+02 + PF_coil_conductor_cost_(M$)_____________________________________________ (c22221)______________________ 4.6409E+02 + PF_coil_winding_cost_(M$)_______________________________________________ (c22222)______________________ 7.6765E+01 + PF_coil_case_cost_(M$)__________________________________________________ (c22223)______________________ 9.4861E+01 + PF_coil_support_structure_cost_(M$)_____________________________________ (c22224)______________________ 8.0235E+00 + PF_magnet_assemblies_cost_(M$)__________________________________________ (c2222)_______________________ 6.4374E+02 + Vacuum_vessel_assembly_cost_(M$)________________________________________ (c2223)_______________________ 2.5404E+02 + Total_account_222_cost_(M$)_____________________________________________ (c222)________________________ 1.7233E+03 + # Power Injection # + ECH_system_cost_(M$)____________________________________________________ (c2231)_______________________ 2.4043E+02 + Lower_hybrid_system_cost_(M$)___________________________________________ (c2232)_______________________ 0.0000E+00 + Neutral_beam_system_cost_(M$)___________________________________________ (c2233)_______________________ 0.0000E+00 + Total_account_223_cost_(M$)_____________________________________________ (c223)________________________ 2.4043E+02 + # Vacuum Systems # + High_vacuum_pumps_cost_(M$)_____________________________________________ (c2241)_______________________ 1.2480E+01 + Backing_pumps_cost_(M$)_________________________________________________ (c2242)_______________________ 4.6800E+00 + Vacuum_duct_cost_(M$)___________________________________________________ (c2243)_______________________ 2.5280E+00 + Valves_cost_(M$)________________________________________________________ (c2244)_______________________ 5.7410E+00 + Duct_shielding_cost_(M$)________________________________________________ (c2245)_______________________ 0.0000E+00 + Instrumentation_cost_(M$)_______________________________________________ (c2246)_______________________ 1.3000E+00 + Total_account_224_cost_(M$)_____________________________________________ (c224)________________________ 2.6729E+01 + # Power Conditioning # + TF_coil_power_supplies_cost_(M$)________________________________________ (c22511)______________________ 4.0144E+00 + TF_coil_breakers_cost_(M$)______________________________________________ (c22512)______________________ 3.4127E+01 + TF_coil_dump_resistors_cost_(M$)________________________________________ (c22513)______________________ 2.1322E+01 + TF_coil_instrumentation_and_control_(M$)________________________________ (c22514)______________________ 4.8000E+00 + TF_coil_bussing_cost_(M$)_______________________________________________ (c22515)______________________ 3.5267E+01 + Total,_TF_coil_power_costs_(M$)_________________________________________ (c2251)_______________________ 9.9531E+01 + PF_coil_power_supplies_cost_(M$)________________________________________ (c22521)______________________ 2.9591E+00 + PF_coil_instrumentation_and_control_(M$)________________________________ (c22522)______________________ 3.6000E+00 + PF_coil_bussing_cost_(M$)_______________________________________________ (c22523)______________________ 1.1995E+01 + PF_coil_burn_power_supplies_cost_(M$)___________________________________ (c22524)______________________ 1.2679E+00 + PF_coil_breakers_cost_(M$)______________________________________________ (c22525)______________________ 1.4709E+01 + PF_coil_dump_resistors_cost_(M$)________________________________________ (c22526)______________________ 4.3206E+00 + PF_coil_ac_breakers_cost_(M$)___________________________________________ (c22527)______________________ 9.0000E-01 + Total,_PF_coil_power_costs_(M$)_________________________________________ (c2252)_______________________ 3.9752E+01 + Total,_energy_storage_cost_(M$)_________________________________________ (c2253)_______________________ 1.6864E+01 + Total_account_225_cost_(M$)_____________________________________________ (c225)________________________ 1.5615E+02 + # Heat Transport System # + Pumps_and_piping_system_cost_(M$)_______________________________________ (cpp)_________________________ 3.6795E+01 + Primary_heat_exchanger_cost_(M$)________________________________________ (chx)_________________________ 7.1692E+01 + Total,_reactor_cooling_system_cost_(M$)_________________________________ (c2261)_______________________ 1.0849E+02 + Pumps,_piping_cost_(M$)_________________________________________________ (cppa)________________________ 2.8417E+01 + Total,_auxiliary_cooling_system_cost_(M$)_______________________________ (c2262)_______________________ 2.8417E+01 + Total,_cryogenic_system_cost_(M$)_______________________________________ (c2263)_______________________ 1.7039E+02 + Total_account_226_cost_(M$)_____________________________________________ (c226)________________________ 3.0729E+02 + # Fuel Handling System # + Fuelling_system_cost_(M$)_______________________________________________ (c2271)_______________________ 2.2300E+01 + Fuel_processing_and_purification_cost_(M$)______________________________ (c2272)_______________________ 1.0229E+02 + Atmospheric_recovery_systems_cost_(M$)__________________________________ (c2273)_______________________ 5.8088E+01 + Nuclear_building_ventilation_cost_(M$)__________________________________ (c2274)_______________________ 6.9201E+01 + Total_account_227_cost_(M$)_____________________________________________ (c227)________________________ 2.5188E+02 + # Instrumentation and Control # + Instrumentation_and_control_cost_(M$)___________________________________ (c228)________________________ 1.5000E+02 + # Maintenance Equipment # + Maintenance_equipment_cost_(M$)_________________________________________ (c229)________________________ 1.2500E+02 + # Total Account 22 Cost # + Total_account_22_cost_(M$)______________________________________________ (c22)_________________________ 4.3931E+03 + # Turbine Plant Equipment # + Turbine_plant_equipment_cost_(M$)_______________________________________ (c23)_________________________ 1.7613E+02 + # Electric Plant Equipment # + Switchyard_equipment_cost_(M$)__________________________________________ (c241)________________________ 1.8400E+01 + Transformers_cost_(M$)__________________________________________________ (c242)________________________ 8.0330E+00 + Low_voltage_equipment_cost_(M$)_________________________________________ (c243)________________________ 6.4513E+00 + Diesel_backup_equipment_cost_(M$)_______________________________________ (c244)________________________ 6.8000E+00 + Auxiliary_facilities_cost_(M$)__________________________________________ (c245)________________________ 1.5000E+00 + Total_account_24_cost_(M$)______________________________________________ (c24)_________________________ 4.1184E+01 + # Miscellaneous Plant Equipment # + Miscellaneous_plant_equipment_cost_(M$)_________________________________ (c25)_________________________ 2.5000E+01 + # Heat Rejection System # + Heat_rejection_system_cost_(M$)_________________________________________ (c26)_________________________ 4.9877E+01 + # Plant Direct Cost # + Plant_direct_cost_(M$)__________________________________________________ (cdirt)_______________________ 5.4635E+03 + # Reactor Core Cost # + Reactor_core_cost_(M$)__________________________________________________ (crctcore)____________________ 3.3761E+03 + # Indirect Cost # + Indirect_cost_(M$)______________________________________________________ (c9)__________________________ 1.8221E+03 + # Total Contingency # + Total_contingency_(M$)__________________________________________________ (ccont)_______________________ 1.4207E+03 + # Constructed Cost # + Constructed_cost_(M$)___________________________________________________ (concost)_____________________ 8.7063E+03 + # Interest during Construction # + Interest_during_construction_(M$)_______________________________________ (moneyint)____________________ 1.4365E+03 + # Total Capital Investment # + Total_capital_investment_(M$)___________________________________________ (capcost)_____________________ 1.0143E+04 + # Plant Availability # + Allowable_blanket_neutron_fluence_(MW-yr/m2)____________________________ (abktflnc)____________________ 5.0000E+00 + Allowable_divertor_heat_fluence_(MW-yr/m2)______________________________ (adivflnc)____________________ 7.0000E+00 + First_wall_/_blanket_lifetime_(years)___________________________________ (bktlife)_____________________ 6.1566E+00 OP + Divertor_lifetime_(years)_______________________________________________ (divlife)_____________________ 3.9769E+00 OP + Heating/CD_system_lifetime_(years)______________________________________ (cdrlife)_____________________ 6.1566E+00 OP + Total_plant_lifetime_(years)____________________________________________ (tlife)_______________________ 3.0000E+01 + Total_plant_availability_fraction_______________________________________ (cfactr)______________________ 8.0000E-01 + Number_of_fusion_cycles_to_reach_allowable_fw/blanket_DPA_______________ (bktcycles)___________________ 1.5787E+04 + # Plasma # + Tokamak_aspect_ratio_=_Conventional,_itart_=_0__________________________ (itart)_______________________ 0.0000E+00 + Major_radius_(m)________________________________________________________ (rmajor)______________________ 8.0000E+00 ITV + Minor_radius_(m)________________________________________________________ (rminor)______________________ 2.6667E+00 + Aspect_ratio____________________________________________________________ (aspect)______________________ 3.0000E+00 + Elongation,_X-point_(input_value_used)__________________________________ (kappa)_______________________ 1.8500E+00 + Elongation,_95%_surface_(calculated_from_kappa)_________________________ (kappa95)_____________________ 1.6518E+00 + Elongation,_area_ratio_calc.____________________________________________ (kappaa)______________________ 1.7188E+00 + Triangularity,_X-point_(input_value_used)_______________________________ (triang)______________________ 5.0000E-01 + Triangularity,_95%_surface_(calculated_from_triang)_____________________ (triang95)____________________ 3.3333E-01 + Plasma_poloidal_perimeter_(m)___________________________________________ (pperim)______________________ 2.4081E+01 + Plasma_cross-sectional_area_(m2)________________________________________ (xarea)_______________________ 3.8398E+01 + Plasma_surface_area_(m2)________________________________________________ (sarea)_______________________ 1.1738E+03 OP + Plasma_volume_(m3)______________________________________________________ (vol)_________________________ 1.8882E+03 OP + Plasma_current_scaling_law_used_________________________________________ (icurr)_______________________ 4 + Plasma_current_(MA)_____________________________________________________ (plascur/1D6)_________________ 1.6631E+01 + Current_density_profile_factor__________________________________________ (alphaj)______________________ 1.9805E+00 + Plasma_internal_inductance,_li__________________________________________ (rli)_________________________ 1.2275E+00 + Vertical_field_at_plasma_(T)____________________________________________ (bvert)_______________________ -7.4373E-01 + Vacuum_toroidal_field_at_R_(T)__________________________________________ (bt)__________________________ 5.2940E+00 ITV + Average_poloidal_field_(T)______________________________________________ (bp)__________________________ 8.6787E-01 + Total_field_(sqrt(bp^2_+_bt^2))_(T)_____________________________________ (btot)________________________ 5.3647E+00 + Safety_factor_on_axis___________________________________________________ (q0)__________________________ 1.0000E+00 + Safety_factor_at_95%_flux_surface_______________________________________ (q95)_________________________ 3.5961E+00 ITV + Cylindrical_safety_factor_(qcyl)________________________________________ (qstar)_______________________ 2.9805E+00 + Total_plasma_beta_______________________________________________________ (beta)________________________ 3.3648E-02 ITV + Total_poloidal_beta_____________________________________________________ (betap)_______________________ 1.2857E+00 OP + Total_toroidal_beta_____________________________________________________ ______________________________ 3.4553E-02 OP + Fast_alpha_beta_________________________________________________________ (betaft)______________________ 4.2236E-03 OP + Beam_ion_beta___________________________________________________________ (betanb)______________________ 0.0000E+00 OP + (Fast_alpha_+_beam_physics_variables.beta)/(thermal_physics_variables.be (gammaft)_____________________ 1.4354E-01 OP + Thermal_beta____________________________________________________________ ______________________________ 2.9425E-02 OP + Thermal_poloidal_beta___________________________________________________ ______________________________ 1.1243E+00 OP + Thermal_toroidal_physics_variables.beta_(=_beta-exp)____________________ ______________________________ 3.0215E-02 OP + 2nd_stability_physics_variables.beta_:_beta_p_/_(R/a)___________________ (eps*betap)___________________ 4.2857E-01 + 2nd_stability_physics_variables.beta_upper_limit________________________ (epbetmax)____________________ 1.3800E+00 + Beta_g_coefficient______________________________________________________ (dnbeta)______________________ 4.9099E+00 + Normalised_thermal_beta_________________________________________________ ______________________________ 2.4977E+00 + Normalised_total_beta___________________________________________________ ______________________________ 2.8562E+00 + Normalised_toroidal_beta________________________________________________ (normalised_toroidal_beta)____ 2.9330E+00 + Limit_on_thermal_beta___________________________________________________ (betalim)_____________________ 5.7842E-02 + Plasma_thermal_energy_(J)_______________________________________________ ______________________________ 9.5431E+08 OP + Total_plasma_internal_energy_(J)________________________________________ (total_plasma_internal_energy) 1.0913E+09 OP + Electron_temperature_(keV)______________________________________________ (te)__________________________ 1.2489E+01 ITV + Electron_temperature_on_axis_(keV)______________________________________ (te0)_________________________ 2.5758E+01 + Ion_temperature_(keV)___________________________________________________ (ti)__________________________ 1.2489E+01 + Ion_temperature_on_axis_(keV)___________________________________________ (ti0)_________________________ 2.5758E+01 + Electron_temp.,_density_weighted_(keV)__________________________________ (ten)_________________________ 1.3805E+01 + Electron_density_(/m3)__________________________________________________ (dene)________________________ 8.0667E+19 ITV + Electron_density_on_axis_(/m3)__________________________________________ (ne0)_________________________ 1.0610E+20 OP + Line-averaged_electron_density_(/m3)____________________________________ (dnla)________________________ 8.9334E+19 OP + Line-averaged_electron_density_/_Greenwald_density______________________ (dnla_gw)_____________________ 1.2000E+00 OP + Ion_density_(/m3)_______________________________________________________ (dnitot)______________________ 7.1669E+19 OP + Fuel_density_(/m3)______________________________________________________ (deni)________________________ 6.4831E+19 OP + Total_impurity_density_with_Z_>_2_(no_He)_(/m3)_________________________ (dnz)_________________________ 4.6503E+16 OP + Helium_ion_density_(thermalised_ions_only)_(/m3)________________________ (dnalp)_______________________ 6.7723E+18 OP + Proton_density_(/m3)____________________________________________________ (dnprot)______________________ 1.8963E+16 OP + Hot_beam_density_(/m3)__________________________________________________ (dnbeam)______________________ 0.0000E+00 OP + Density_limit_from_scaling_(/m3)________________________________________ (dnelimt)_____________________ 7.4445E+19 OP + Density_limit_(enforced)_(/m3)__________________________________________ (boundu(9)*dnelimt)___________ 7.4445E+19 OP + Helium_ion_density_(thermalised_ions_only)_/_electron_density___________ (ralpne)______________________ 8.3954E-02 ITV + H__concentration________________________________________________________ (fimp(01))____________________ 8.0392E-01 OP + He_concentration________________________________________________________ (fimp(02))____________________ 8.3954E-02 + Be_concentration________________________________________________________ (fimp(03))____________________ 0.0000E+00 + C__concentration________________________________________________________ (fimp(04))____________________ 0.0000E+00 + N__concentration________________________________________________________ (fimp(05))____________________ 0.0000E+00 + O__concentration________________________________________________________ (fimp(06))____________________ 0.0000E+00 + Ne_concentration________________________________________________________ (fimp(07))____________________ 0.0000E+00 + Si_concentration________________________________________________________ (fimp(08))____________________ 0.0000E+00 + Ar_concentration________________________________________________________ (fimp(09))____________________ 0.0000E+00 + Fe_concentration________________________________________________________ (fimp(10))____________________ 0.0000E+00 + Ni_concentration________________________________________________________ (fimp(11))____________________ 0.0000E+00 + Kr_concentration________________________________________________________ (fimp(12))____________________ 0.0000E+00 + Xe_concentration________________________________________________________ (fimp(13))____________________ 5.7149E-04 ITV + W__concentration________________________________________________________ (fimp(14))____________________ 5.0000E-06 + Average_mass_of_all_ions_(amu)__________________________________________ (aion)________________________ 2.7252E+00 OP + Effective_charge________________________________________________________ (zeff)________________________ 2.5164E+00 + Density_profile_factor__________________________________________________ (alphan)______________________ 1.0000E+00 + Plasma_profile_model____________________________________________________ (ipedestal)___________________ 1 + Density_pedestal_r/a_location___________________________________________ (rhopedn)_____________________ 9.4000E-01 + Electron_density_pedestal_height_(/m3)__________________________________ (neped)_______________________ 6.3278E+19 OP + Electron_density_at_pedestal_/_nGW______________________________________ (fgwped_out)__________________ 8.5000E-01 + Temperature_pedestal_r/a_location_______________________________________ (rhopedt)_____________________ 9.4000E-01 + Pedestal_scaling_switch_________________________________________________ (ieped)_______________________ 0 + Electron_temp._pedestal_height_(keV)____________________________________ (teped)_______________________ 5.5000E+00 + Electron_temp._at_separatrix_(keV)______________________________________ (tesep)_______________________ 1.0000E-01 + Electron_density_at_separatrix_(/m3)____________________________________ (nesep)_______________________ 3.7223E+19 + Electron_density_at_separatrix_/_nGW____________________________________ (fgwsep_out)__________________ 5.0000E-01 + Temperature_profile_index_______________________________________________ (alphat)______________________ 1.4500E+00 + Temperature_profile_index_beta__________________________________________ (tbeta)_______________________ 2.0000E+00 + Old_ASDEX_model_________________________________________________________ (dlimit(1))___________________ 5.2797E+19 OP + Borrass_ITER_model_I____________________________________________________ (dlimit(2))___________________ 1.0969E+20 OP + Borrass_ITER_model_II___________________________________________________ (dlimit(3))___________________ 4.3575E+19 OP + JET_edge_radiation_model________________________________________________ (dlimit(4))___________________ 3.0227E+21 OP + JET_simplified_model____________________________________________________ (dlimit(5))___________________ 4.3397E+20 OP + Hugill-Murakami_Mq_model________________________________________________ (dlimit(6))___________________ 6.6609E+19 OP + Greenwald_model_________________________________________________________ (dlimit(7))___________________ 7.4445E+19 OP + Deuterium_fuel_fraction_________________________________________________ (fdeut)_______________________ 5.0000E-01 + Tritium_fuel_fraction___________________________________________________ (ftrit)_______________________ 5.0000E-01 + Total_fusion_power_(MW)_________________________________________________ (powfmw)______________________ 1.6202E+03 OP + _=____D-T_fusion_power_(MW)_____________________________________________ (pdt)_________________________ 1.6182E+03 OP + __+___D-D_fusion_power_(MW)_____________________________________________ (pdd)_________________________ 1.9494E+00 OP + __+_D-He3_fusion_power_(MW)_____________________________________________ (pdhe3)_______________________ 0.0000E+00 OP + Alpha_power:_total_(MW)_________________________________________________ (palpmw)______________________ 3.2365E+02 OP + Alpha_power:_beam-plasma_(MW)___________________________________________ (palpnb)______________________ 0.0000E+00 OP + Neutron_power_(MW)______________________________________________________ (pneutmw)_____________________ 1.2953E+03 OP + Charged_particle_power_(excluding_alphas)_(MW)__________________________ (pchargemw)___________________ 1.2659E+00 OP + Total_power_deposited_in_plasma_(MW)____________________________________ (tot_power_plasma)____________ 3.8950E+02 OP + Bremsstrahlung_radiation_power_(MW)_____________________________________ (pbrempv*vol)_________________ 6.5195E+01 OP + Line_radiation_power_(MW)_______________________________________________ (plinepv*vol)_________________ 1.4609E+02 OP + Synchrotron_radiation_power_(MW)________________________________________ (psyncpv*vol)_________________ 1.5187E+01 OP + Synchrotron_wall_reflectivity_factor____________________________________ (ssync)_______________________ 6.0000E-01 + Normalised_minor_radius_defining_'core'_________________________________ (coreradius)__________________ 7.5000E-01 + Fraction_of_core_radiation_subtracted_from_P_L__________________________ (coreradiationfraction)_______ 6.0000E-01 + Radiation_power_from_inner_zone_(MW)____________________________________ (pinnerzoneradmw)_____________ 9.1650E+01 OP + Radiation_power_from_outer_zone_(MW)____________________________________ (pouterzoneradmw)_____________ 1.3482E+02 OP + Total_radiation_power_from_inside_LCFS_(MW)_____________________________ (pradmw)______________________ 2.2647E+02 OP + LCFS_radiation_fraction_=_total_radiation_in_LCFS_/_total_power_deposite (rad_fraction_LCFS)___________ 5.8144E-01 OP + Nominal_mean_radiation_load_on_inside_surface_of_reactor_(MW/m2)________ (photon_wall)_________________ 1.7749E-01 OP + Peaking_factor_for_radiation_wall_load__________________________________ (peakfactrad)_________________ 3.3300E+00 IP + Maximum_permitted_radiation_wall_load_(MW/m^2)__________________________ (maxradwallload)______________ 1.0000E+00 IP + Peak_radiation_wall_load_(MW/m^2)_______________________________________ (peakradwallload)_____________ 5.9106E-01 OP + Fast_alpha_particle_power_incident_on_the_first_wall_(MW)_______________ (palpfwmw)____________________ 1.6182E+01 OP + Nominal_mean_neutron_load_on_inside_surface_of_reactor_(MW/m2)__________ (wallmw)______________________ 1.0152E+00 OP + Power_incident_on_the_divertor_targets_(MW)_____________________________ (ptarmw)______________________ 3.2606E+01 OP + Fraction_of_power_to_the_lower_divertor_________________________________ (ftar)________________________ 1.0000E+00 IP + Outboard_side_heat_flux_decay_length_(m)________________________________ (lambdaio)____________________ 1.5700E-03 OP + Fraction_of_power_on_the_inner_targets__________________________________ (fio)_________________________ 4.1000E-01 OP + Fraction_of_power_incident_on_the_lower_inner_target____________________ (fLI)_________________________ 4.1000E-01 OP + Fraction_of_power_incident_on_the_lower_outer_target____________________ (fLO)_________________________ 5.9000E-01 OP + Power_incident_on_the_lower_inner_target_(MW)___________________________ (pLImw)_______________________ 1.3368E+01 OP + Power_incident_on_the_lower_outer_target_(MW)___________________________ (pLOmw)_______________________ 1.9237E+01 OP + Ohmic_heating_power_(MW)________________________________________________ (pohmmw)______________________ 6.2284E-01 OP + Fraction_of_alpha_power_deposited_in_plasma_____________________________ (falpha)______________________ 9.5000E-01 + Fraction_of_alpha_power_to_electrons____________________________________ (falpe)_______________________ 7.1828E-01 + Fraction_of_alpha_power_to_ions_________________________________________ (falpi)_______________________ 2.8172E-01 + Ion_transport_(MW)______________________________________________________ (ptrimw)______________________ 1.4013E+02 OP + Electron_transport_(MW)_________________________________________________ (ptremw)______________________ 1.5772E+02 OP + Injection_power_to_ions_(MW)____________________________________________ (pinjimw)_____________________ 0.0000E+00 OP + Injection_power_to_electrons_(MW)_______________________________________ (pinjemw)_____________________ 8.0143E+01 OP + Ignited_plasma_switch_(0=not_ignited,_1=ignited)________________________ (ignite)______________________ 0 + Power_into_divertor_zone_via_charged_particles_(MW)_____________________ (pdivt)_______________________ 1.6303E+02 OP + Psep_/_R_ratio_(MW/m)___________________________________________________ (pdivt/rmajor)________________ 2.0378E+01 OP + Psep_Bt_/_qAR_ratio_(MWT/m)_____________________________________________ (pdivtbt/qar)_________________ 1.0000E+01 OP + ITER_1996_scaling:_nominal_(MW)_________________________________________ (pthrmw(1))___________________ 1.2978E+02 OP + ITER_1996_scaling:_upper_bound_(MW)_____________________________________ (pthrmw(2))___________________ 2.8603E+02 OP + ITER_1996_scaling:_lower_bound_(MW)_____________________________________ (pthrmw(3))___________________ 5.8098E+01 OP + ITER_1997_scaling_(1)_(MW)______________________________________________ (pthrmw(4))___________________ 2.1452E+02 OP + ITER_1997_scaling_(2)_(MW)______________________________________________ (pthrmw(5))___________________ 1.7206E+02 OP + Martin_2008_scaling:_nominal_(MW)_______________________________________ (pthrmw(6))___________________ 9.7416E+01 OP + Martin_2008_scaling:_95%_upper_bound_(MW)_______________________________ (pthrmw(7))___________________ 1.2769E+02 OP + Martin_2008_scaling:_95%_lower_bound_(MW)_______________________________ (pthrmw(8))___________________ 6.7143E+01 OP + Snipes_2000_scaling:_nominal_(MW)_______________________________________ (pthrmw(9))___________________ 6.7785E+01 OP + Snipes_2000_scaling:_upper_bound_(MW)___________________________________ (pthrmw(10))__________________ 9.9437E+01 OP + Snipes_2000_scaling:_lower_bound_(MW)___________________________________ (pthrmw(11))__________________ 4.5839E+01 OP + Snipes_2000_scaling_(closed_divertor):_nominal_(MW)_____________________ (pthrmw(12))__________________ 3.1010E+01 OP + Snipes_2000_scaling_(closed_divertor):_upper_bound_(MW)_________________ (pthrmw(13))__________________ 4.3148E+01 OP + Snipes_2000_scaling_(closed_divertor):_lower_bound_(MW)_________________ (pthrmw(14))__________________ 2.2130E+01 OP + Hubbard_2012_L-I_threshold_-_nominal_(MW)_______________________________ (pthrmw(15))__________________ 2.7549E+01 OP + Hubbard_2012_L-I_threshold_-_lower_bound_(MW)___________________________ (pthrmw(16))__________________ 1.4319E+01 OP + Hubbard_2012_L-I_threshold_-_upper_bound_(MW)___________________________ (pthrmw(17))__________________ 5.3005E+01 OP + Hubbard_2017_L-I_threshold______________________________________________ (pthrmw(18))__________________ 2.6202E+02 OP + Martin_2008_aspect_ratio_corrected_scaling:_nominal_(MW)________________ (pthrmw(19))__________________ 9.7416E+01 OP + Martin_2008_aspect_ratio_corrected_scaling:_95%_upper_bound_(MW)________ (pthrmw(20))__________________ 1.2769E+02 OP + Martin_2008_aspect_ratio_corrected_scaling:_95%_lower_bound_(MW)________ (pthrmw(21))__________________ 6.7143E+01 OP + L-H_threshold_power_(enforced)_(MW)_____________________________________ (boundl(103)*plhthresh)_______ 9.7416E+01 OP + L-H_threshold_power_(MW)________________________________________________ (plhthresh)___________________ 9.7416E+01 OP + Confinement_H_factor____________________________________________________ (hfact)_______________________ 1.1886E+00 ITV + Global_thermal_energy_confinement_time_(s)______________________________ (taueff)______________________ 3.2037E+00 + Ion_energy_confinement_time_(s)_________________________________________ (tauei)_______________________ 3.2037E+00 + Electron_energy_confinement_time_(s)____________________________________ (tauee)_______________________ 3.2037E+00 + n.tau_=_Volume-average_electron_density_x_Energy_confinement_time_(s/m3) (dntau)_______________________ 2.5843E+20 OP + Triple_product__(keV_s/m3)______________________________________________ (dntau*te)____________________ 3.2275E+21 OP + Transport_loss_power_assumed_in_scaling_law_(MW)________________________ (powerht)_____________________ 2.9785E+02 OP + Switch_for_radiation_loss_term_usage_in_power_balance___________________ (iradloss)____________________ 1 + Radiation_power_subtracted_from_plasma_power_balance_(MW)_______________ ______________________________ 9.1650E+01 OP + Alpha_particle_confinement_time_(s)_____________________________________ (taup)________________________ 2.2270E+01 + Alpha_particle/energy_confinement_time_ratio____________________________ (taup/taueff)_________________ 6.9512E+00 + Lower_limit_on_taup/taueff______________________________________________ (taulimit)____________________ 5.0000E+00 + Total_energy_confinement_time_including_radiation_loss_(s)______________ (total_energy_conf_time)______ 2.8018E+00 + Normalized_plasma_pressure_beta_as_defined_by_McDonald_et_al____________ (beta_mcdonald)_______________ 3.4553E-02 OP + Normalized_ion_Larmor_radius____________________________________________ (rho_star)____________________ 1.9603E-03 OP + Normalized_collisionality_______________________________________________ (nu_star)_____________________ 3.7266E-03 OP + Volume_measure_of_elongation____________________________________________ (kappaa_IPB)__________________ 1.6815E+00 OP + Total_volt-second_requirement_(Wb)______________________________________ (vsstt)_______________________ 5.5616E+02 OP + Inductive_volt-seconds_(Wb)_____________________________________________ (vsind)_______________________ 2.3585E+02 OP + Ejima_coefficient_______________________________________________________ (gamma)_______________________ 3.0000E-01 + Start-up_resistive_(Wb)_________________________________________________ (vsres)_______________________ 5.0159E+01 OP + Flat-top_resistive_(Wb)_________________________________________________ (vsbrn)_______________________ 2.7015E+02 OP + bootstrap_current_fraction_multiplier___________________________________ (cboot)_______________________ 1.0000E+00 + Bootstrap_fraction_(ITER_1989)__________________________________________ (bscf_iter89)_________________ 3.7098E-01 + Bootstrap_fraction_(Sauter_et_al)_______________________________________ (bscf_sauter)_________________ 4.1920E-01 + Bootstrap_fraction_(Nevins_et_al)_______________________________________ (bscf_nevins)_________________ 3.5042E-01 + Bootstrap_fraction_(Wilson)_____________________________________________ (bscf_wilson)_________________ 4.3349E-01 + Diamagnetic_fraction_(Hender)___________________________________________ (diacf_hender)________________ 1.2017E-02 + Diamagnetic_fraction_(SCENE)____________________________________________ (diacf_scene)_________________ 1.1139E-02 + Pfirsch-Schlueter_fraction_(SCENE)______________________________________ (pscf_scene)__________________ -3.0283E-03 + Bootstrap_fraction_(enforced)___________________________________________ (bootipf.)____________________ 4.1920E-01 + Diamagnetic_fraction_(enforced)_________________________________________ (diaipf.)_____________________ 0.0000E+00 + Pfirsch-Schlueter_fraction_(enforced)___________________________________ (psipf.)______________________ 0.0000E+00 + Loop_voltage_during_burn_(V)____________________________________________ (vburn)_______________________ 3.7450E-02 OP + Plasma_resistance_(ohm)_________________________________________________ (rplas)_______________________ 3.9755E-09 OP + Resistive_diffusion_time_(s)____________________________________________ (res_time)____________________ 3.0619E+03 OP + Plasma_inductance_(H)___________________________________________________ (rlp)_________________________ 1.4181E-05 OP + Coefficient_for_sawtooth_effects_on_burn_V-s_requirement________________ (csawth)______________________ 1.0000E+00 + Ratio_of_He_and_pellet_particle_confinement_times_______________________ (tauratio)____________________ 1.0000E+00 + Fuelling_rate_(nucleus-pairs/s)_________________________________________ (qfuel)_______________________ 3.3420E+21 OP + Fuel_burn-up_rate_(reactions/s)_________________________________________ (rndfuel)_____________________ 5.7755E+20 OP + Burn-up_fraction________________________________________________________ (burnup)______________________ 1.7282E-01 + # Energy confinement times, and required H-factors : # + # Current Drive System # + Current_drive_efficiency_model__________________________________________ (iefrf)_______________________ 10 + Secondary_current_drive_efficiency_model________________________________ (iefrffix)____________________ 0 + Ratio_of_power_for_flat-top_to_start-up_(MW)____________________________ (startupratio)________________ 1.0000E+00 + Auxiliary_power_used_for_plasma_heating_only_(MW)_______________________ (pheat)_______________________ 7.5000E+01 + Power_injected_for_current_drive_(MW)___________________________________ (pcurrentdrivemw)_____________ 5.1429E+00 + Maximum_Allowed_Bootstrap_current_fraction______________________________ (bscfmax)_____________________ 9.5000E-01 + Fusion_gain_factor_Q____________________________________________________ (bigq)________________________ 2.0060E+01 OP + Auxiliary_current_drive_(A)_____________________________________________ (auxiliary_cd)________________ 2.3908E+05 OP + Current_drive_efficiency_(A/W)__________________________________________ (effcd)_______________________ 4.6488E-02 OP + Normalised_current_drive_efficiency,_gamma_(10^20_A/W-m2)_______________ (gamcd)_______________________ 3.0000E-01 OP + Wall_plug_to_injector_efficiency________________________________________ (etacd)_______________________ 5.0000E-01 + ECRH_plasma_heating_efficiency__________________________________________ (gamma_ecrh)__________________ 3.0000E-01 + Bootstrap_fraction______________________________________________________ (bootipf)_____________________ 4.1920E-01 + Diamagnetic_fraction____________________________________________________ (diaipf)______________________ 0.0000E+00 + Pfirsch-Schlueter_fraction______________________________________________ (psipf)_______________________ 0.0000E+00 + Auxiliary_current_drive_fraction________________________________________ (faccd)_______________________ 1.4376E-02 + Inductive_fraction______________________________________________________ (facoh)_______________________ 5.6642E-01 + Total___________________________________________________________________ (plasipf+faccd+facoh)_________ 1.0000E+00 + Fraction_of_the_plasma_current_produced_by_non-inductive_means__________ (fvsbrnni)____________________ 4.3358E-01 ITV + Electron_cyclotron_injected_power_(MW)__________________________________ (echpwr)______________________ 8.0143E+01 OP + Maximum_allowable_ECRH_power_(MW)_______________________________________ (pinjalw)_____________________ 2.0000E+02 + ECH_wall_plug_efficiency________________________________________________ (etaech)______________________ 5.0000E-01 + ECH_wall_plug_power_(MW)________________________________________________ (echwpow)_____________________ 1.6029E+02 OP + Total_V-s_capability_of_Central_Solenoid/PF_coils_(Wb)__________________ (abs(vstot))__________________ 5.7728E+02 + Required_volt-seconds_during_start-up_(Wb)______________________________ (vssoft)______________________ 2.8601E+02 + Available_volt-seconds_during_burn_(Wb)_________________________________ (vsmax)_______________________ 2.7014E+02 + # Times # + Initial_charge_time_for_CS_from_zero_current_(s)________________________ (tramp)_______________________ 5.0000E+02 + Plasma_current_ramp-up_time_(s)_________________________________________ (tohs)________________________ 1.6631E+02 + Heating_time_(s)________________________________________________________ (theat)_______________________ 1.0000E+01 + Burn_time_(s)___________________________________________________________ (tburn)_______________________ 7.2035E+03 OP + Reset_time_to_zero_current_for_CS_(s)___________________________________ (tqnch)_______________________ 1.6631E+02 + Time_between_pulses_(s)_________________________________________________ (tdwell)______________________ 1.8000E+03 + Total_plant_cycle_time_(s)______________________________________________ (tcycle)______________________ 9.8463E+03 OP + # Radial Build # + TF_coil_radial_placement_switch_________________________________________ (tf_in_cs)____________________ 0 + TF_coil_radial_placement_switch_________________________________________ (tf_in_cs)____________________ 0 + Machine_bore_(m)________________________________________________________ (bore)________________________ 1.9854E+00 ITV + CS_radial_thickness_(m)_________________________________________________ (ohcth)_______________________ 5.7587E-01 ITV + CS_precompression_(m)___________________________________________________ (precomp)_____________________ 6.8064E-02 + CS_precompresion_to_TF_coil_radial_gap_(m)______________________________ (gapoh)_______________________ 8.0000E-02 + TF_coil_inboard_leg_(m)_________________________________________________ (tfcth)_______________________ 9.1597E-01 ITV + TF_coil_inboard_leg_insulation_gap_(m)__________________________________ (tftsgap)_____________________ 5.0000E-02 + Thermal_shield,_inboard_(m)_____________________________________________ (thshield_ib)_________________ 5.0000E-02 + thermal_shield_to_vessel_radial_gap_(m)_________________________________ (gapds)_______________________ 2.0000E-02 + Inboard_vacuum_vessel_radial_thickness_(m)______________________________ (d_vv_in)_____________________ 3.0000E-01 + Inner_radiation_shield_radial_thickness_(m)_____________________________ (shldith)_____________________ 3.0000E-01 + Gap_(m)_________________________________________________________________ (vvblgap)_____________________ 2.0000E-02 + Inboard_blanket_radial_thickness_(m)____________________________________ (blnkith)_____________________ 7.0000E-01 + Inboard_first_wall_radial_thickness_(m)_________________________________ (fwith)_______________________ 1.8000E-02 + Inboard_scrape-off_radial_thickness_(m)_________________________________ (scrapli)_____________________ 2.5000E-01 + Outboard_scrape-off_radial_thickness_(m)________________________________ (scraplo)_____________________ 2.5000E-01 + Outboard_first_wall_radial_thickness_(m)________________________________ (fwoth)_______________________ 1.8000E-02 + Outboard_blanket_radial_thickness_(m)___________________________________ (blnkoth)_____________________ 1.0000E+00 + Outer_radiation_shield_radial_thickness_(m)_____________________________ (shldoth)_____________________ 8.0000E-01 + Outboard_vacuum_vessel_radial_thickness_(m)_____________________________ (d_vv_out)____________________ 3.0000E-01 + Vessel_to_TF_radial_gap_(m)_____________________________________________ (gapsto)______________________ 1.3720E+00 + Thermal_shield,_outboard_(m)____________________________________________ (thshield_ob)_________________ 5.0000E-02 + Gap_(m)_________________________________________________________________ (tftsgap)_____________________ 5.0000E-02 + TF_coil_outboard_leg_radial_thickness_(m)_______________________________ (tfthko)______________________ 9.1597E-01 + # Vertical Build # + Divertor_null_switch____________________________________________________ (i_single_null)_______________ 1 + Vessel_-_TF_coil_vertical_gap_(m)_______________________________________ (vgap2)_______________________ 1.6300E-01 + Topside_vacuum_vessel_radial_thickness_(m)______________________________ (d_vv_top)____________________ 3.0000E-01 + Top_radiation_shield_thickness_(m)______________________________________ (shldtth)_____________________ 6.0000E-01 + Top_blanket_vertical_thickness_(m)______________________________________ (blnktth)_____________________ 8.5000E-01 + Top_first_wall_vertical_thickness_(m)___________________________________ (fwtth)_______________________ 1.8000E-02 + Top_scrape-off_vertical_thickness_(m)___________________________________ (vgaptop)_____________________ 6.0000E-01 + Plasma_half-height_(m)__________________________________________________ (rminor*kappa)________________ 4.9333E+00 + Bottom_scrape-off_vertical_thickness_(m)________________________________ (vgap)________________________ 2.0019E+00 + Divertor_structure_vertical_thickness_(m)_______________________________ (divfix)______________________ 6.2000E-01 + Bottom_radiation_shield_thickness_(m)___________________________________ (shldlth)_____________________ 7.0000E-01 + Underside_vacuum_vessel_radial_thickness_(m)____________________________ (d_vv_bot)____________________ 3.0000E-01 + External_cryostat_thickness_(m)_________________________________________ (ddwex)_______________________ 1.5000E-01 + Ratio_of_Central_solenoid_height_to_TF_coil_internal_height_____________ (ohhghf)______________________ 9.0000E-01 + Width_of_neutral_beam_duct_where_it_passes_between_the_TF_coils_(m)_____ (beamwd)______________________ 5.8000E-01 + # Divertor build and plasma position # + Plasma_top_position,_radial_(m)_________________________________________ (ptop_radial)_________________ 6.6667E+00 + Plasma_top_position,_vertical_(m)_______________________________________ (ptop_vertical)_______________ 4.9333E+00 + Plasma_geometric_centre,_radial_(m)_____________________________________ (physics_variables.rmajor.)___ 8.0000E+00 + Plasma_geometric_centre,_vertical_(m)___________________________________ (0.0)_________________________ 0.0000E+00 + Plasma_lower_physics_variables.triangularity____________________________ (tril)________________________ 5.0000E-01 + Plasma_elongation_______________________________________________________ (physics_variables.kappa.)____ 1.8500E+00 + TF_coil_vertical_offset_(m)_____________________________________________ (tfoffset)____________________ -6.1694E-01 + Plasma_outer_arc_radius_of_curvature_(m)________________________________ (rco)_________________________ 5.0422E+00 + Plasma_inner_arc_radius_of_curvature_(m)________________________________ (rci)_________________________ 9.7933E+00 + Plasma_lower_X-pt,_radial_(m)___________________________________________ (rxpt)________________________ 6.6667E+00 + Plasma_lower_X-pt,_vertical_(m)_________________________________________ (zxpt)________________________ -4.9333E+00 + Poloidal_plane_angle_between_vertical_and_inner_leg_(rad)_______________ (thetai)______________________ 2.0820E-01 + Poloidal_plane_angle_between_vertical_and_outer_leg_(rad)_______________ (thetao)______________________ 1.0429E+00 + Poloidal_plane_angle_between_inner_leg_and_plate_(rad)__________________ (betai)_______________________ 1.0000E+00 + Poloidal_plane_angle_between_outer_leg_and_plate_(rad)__________________ (betao)_______________________ 1.0000E+00 + Inner_divertor_leg_poloidal_length_(m)__________________________________ (plsepi)______________________ 1.0000E+00 + Outer_divertor_leg_poloidal_length_(m)__________________________________ (plsepo)______________________ 1.5000E+00 + Inner_divertor_plate_length_(m)_________________________________________ (plleni)______________________ 1.0000E+00 + Outer_divertor_plate_length_(m)_________________________________________ (plleno)______________________ 1.0000E+00 + Inner_strike_point,_radial_(m)__________________________________________ (rspi)________________________ 5.6883E+00 + Inner_strike_point,_vertical_(m)________________________________________ (zspi)________________________ -5.1400E+00 + Inner_plate_top,_radial_(m)_____________________________________________ (rplti)_______________________ 5.8656E+00 + Inner_plate_top,_vertical_(m)___________________________________________ (zplti)_______________________ -4.6725E+00 + Inner_plate_bottom,_radial_(m)__________________________________________ (rplbi)_______________________ 5.5109E+00 + Inner_plate_bottom,_vertical_(m)________________________________________ (zplbi)_______________________ -5.6075E+00 + Outer_strike_point,_radial_(m)__________________________________________ (rspo)________________________ 7.4223E+00 + Outer_strike_point,_vertical_(m)________________________________________ (zspo)________________________ -6.2291E+00 + Outer_plate_top,_radial_(m)_____________________________________________ (rplto)_______________________ 7.6496E+00 + Outer_plate_top,_vertical_(m)___________________________________________ (zplto)_______________________ -5.7838E+00 + Outer_plate_bottom,_radial_(m)__________________________________________ (rplbo)_______________________ 7.1949E+00 + Outer_plate_bottom,_vertical_(m)________________________________________ (zplbo)_______________________ -6.6744E+00 + Calculated_maximum_divertor_height_(m)__________________________________ (divht)_______________________ 2.0019E+00 + # TF coils # + Allowable_maximum_shear_stress_in_TF_coil_case_(Tresca_criterion)_(Pa)__ (sig_tf_case_max)_____________ 7.5000E+08 + Allowable_maximum_shear_stress_in_TF_coil_conduit_(Tresca_criterion)_(Pa (sig_tf_wp_max)_______________ 7.5000E+08 + WP_transverse_modulus_(GPa)_____________________________________________ (eyoung_wp_trans*1.0d-9)______ 4.3534E+01 OP + WP_vertical_modulus_(GPa)_______________________________________________ (eyoung_wp_axial*1.0d-9)______ 1.1510E+02 OP + WP_transverse_Poissons_ratio____________________________________________ (poisson_wp_trans)____________ 3.0390E-01 OP + WP_vertical-transverse_Pois._rat._______________________________________ (poisson_wp_axial)____________ 3.1568E-01 OP + Radial____stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_r_max(1))_____________ 4.8849E-08 + toroidal__stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_t_max(1))_____________ -4.8724E+08 + Vertical__stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_z_max(1))_____________ 2.6028E+08 + Von-Mises_stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_vmises_max(1))________ 6.5725E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_1_(Pa)______________ (sig_tf_tresca_max(1))________ 7.4752E+08 + Radial____stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_r_max(2))_____________ -1.5411E+08 + toroidal__stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_t_max(2))_____________ -3.7861E+08 + Vertical__stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_z_max(2))_____________ 2.6028E+08 + Von-Mises_stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_vmises_max(2))________ 5.5645E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_2_(Pa)______________ (sig_tf_tresca_max(2))________ 6.3889E+08 + Radial____stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_r_max(3))_____________ 6.1398E+06 + toroidal__stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_t_max(3))_____________ -3.6314E+08 + Vertical__stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_z_max(3))_____________ 1.4510E+08 + Von-Mises_stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_vmises_max(3))________ 4.5345E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_3_(Pa)______________ (sig_tf_tresca_max(3))________ 5.0824E+08 + Maximum_radial_deflection_at_midplane_(m)_______________________________ (deflect)_____________________ -6.2714E-03 OP + Vertical_strain_on_casing_______________________________________________ (casestr)_____________________ 1.2697E-03 OP + Radial_strain_on_insulator______________________________________________ (insstrain)___________________ -7.6923E-03 OP + Conductor_technology____________________________________________________ (i_tf_sup)____________________ 1 + Superconductor_material_________________________________________________ (i_tf_sc_mat)_________________ 1 + Presence_of_TF_demountable_joints_______________________________________ (itart)_______________________ 0 + TF_inboard_leg_support_strategy_________________________________________ (i_tf_bucking)________________ 1 + Number_of_TF_coils______________________________________________________ (n_tf)________________________ 16 + Inboard_leg_centre_radius_(m)___________________________________________ (r_tf_inboard_mid)____________ 3.1673E+00 OP + Outboard_leg_centre_radius_(m)__________________________________________ (r_tf_outboard_mid)___________ 1.4985E+01 OP + Total_inboard_leg_radial_thickness_(m)__________________________________ (tfcth)_______________________ 9.1597E-01 ITV + Total_outboard_leg_radial_thickness_(m)_________________________________ (tfthko)______________________ 9.1597E-01 + Outboard_leg_toroidal_thickness_(m)_____________________________________ (tftort)______________________ 1.4145E+00 OP + Maximum_inboard_edge_height_(m)_________________________________________ (hmax)________________________ 8.8182E+00 OP + Mean_coil_circumference_(including_inboard_leg_length)_(m)______________ (tfleng)______________________ 4.7937E+01 OP + Vertical_TF_shape_______________________________________________________ (i_tf_shape)__________________ 1 + TF_coil_arc_point_0_R_(m)_______________________________________________ (xarc(1))_____________________ 3.6253E+00 + TF_coil_arc_point_0_Z_(m)_______________________________________________ (yarc(1))_____________________ 4.5506E+00 + TF_coil_arc_point_1_R_(m)_______________________________________________ (xarc(2))_____________________ 7.4667E+00 + TF_coil_arc_point_1_Z_(m)_______________________________________________ (yarc(2))_____________________ 7.5843E+00 + TF_coil_arc_point_2_R_(m)_______________________________________________ (xarc(3))_____________________ 1.4527E+01 + TF_coil_arc_point_2_Z_(m)_______________________________________________ (yarc(3))_____________________ 0.0000E+00 + TF_coil_arc_point_3_R_(m)_______________________________________________ (xarc(4))_____________________ 7.4667E+00 + TF_coil_arc_point_3_Z_(m)_______________________________________________ (yarc(4))_____________________ -8.8182E+00 + TF_coil_arc_point_4_R_(m)_______________________________________________ (xarc(5))_____________________ 3.6253E+00 + TF_coil_arc_point_4_Z_(m)_______________________________________________ (yarc(5))_____________________ -5.2909E+00 + TF_cross-section_(total)_(m2)___________________________________________ (tfareain)____________________ 1.8229E+01 + Total_steel_cross-section_(m2)__________________________________________ (a_tf_steel*n_tf)_____________ 1.2853E+01 + Total_steel_TF_fraction_________________________________________________ (f_tf_steel)__________________ 7.0508E-01 + Total_Insulation_cross-section_(total)_(m2)_____________________________ (a_tf_ins*n_tf)_______________ 8.4752E-01 + Total_Insulation_fraction_______________________________________________ (f_tf_ins)____________________ 4.6493E-02 + Casing_cross_section_area_(per_leg)_(m2)________________________________ (acasetf)_____________________ 5.6444E-01 + Inboard_leg_case_plasma_side_wall_thickness_(m)_________________________ (casthi)______________________ 6.0000E-02 + Inboard_leg_case_inboard_"nose"_thickness_(m)___________________________ (thkcas)______________________ 2.8216E-01 ITV + Inboard_leg_case_sidewall_thickness_at_its_narrowest_point_(m)__________ (casths)______________________ 5.0000E-02 + External_case_mass_per_coil_(kg)________________________________________ (whtcas)______________________ 5.5456E+05 OP + WP_cross_section_area_with_insulation_and_insertion_(per_coil)_(m2)_____ (awpc)________________________ 5.7486E-01 + WP_cross_section_area_(per_coil)_(m2)___________________________________ (aswp)________________________ 5.1696E-01 + Winding_pack_radial_thickness_(m)_______________________________________ (dr_tf_wp)____________________ 5.0416E-01 ITV + Winding_pack_toroidal_width_1_(m)_______________________________________ (wwp1)________________________ 1.1904E+00 OP + Winding_pack_toroidal_width_2_(m)_______________________________________ (wwp2)________________________ 1.0901E+00 OP + Ground_wall_insulation_thickness_(m)____________________________________ (tinstf)______________________ 8.0000E-03 + Winding_pack_insertion_gap_(m)__________________________________________ (tfinsgap)____________________ 1.0000E-02 + Steel_WP_cross-section_(total)_(m2)_____________________________________ (aswp*n_tf)___________________ 3.8217E+00 + Steel_WP_fraction_______________________________________________________ (aswp/awpc)___________________ 4.1550E-01 + Insulation_WP_fraction__________________________________________________ (aiwp/awpc)___________________ 4.7934E-02 + Cable_WP_fraction_______________________________________________________ ((awpc-aswp-aiwp)/awpc)_______ 5.3656E-01 + Turn_parametrisation____________________________________________________ (i_tf_turns_integer)__________ 0 + Number_of_turns_per_TF_coil_____________________________________________ (n_tf_turn)___________________ 1.4739E+02 OP + Width_of_turn_including_inter-turn_insulation_(m)_______________________ (t_turn_tf)___________________ 5.9223E-02 OP + Width_of_conductor_(square)_(m)_________________________________________ (t_conductor)_________________ 5.7623E-02 OP + Width_of_space_inside_conductor_(m)_____________________________________ (t_cable)_____________________ 4.1604E-02 OP + Steel_conduit_thickness_(m)_____________________________________________ (thwcndut)____________________ 8.0099E-03 ITV + Inter-turn_insulation_thickness_(m)_____________________________________ (thicndut)____________________ 8.0000E-04 + Diameter_of_central_helium_channel_in_cable_____________________________ (dhecoil)_____________________ 1.0000E-02 + internal_area_of_the_cable_space________________________________________ (acstf)_______________________ 1.6999E-03 + Coolant_fraction_in_conductor_excluding_central_channel_________________ (vftf)________________________ 3.0000E-01 + Copper_fraction_of_conductor____________________________________________ (fcutfsu)_____________________ 8.4212E-01 ITV + Superconductor_fraction_of_conductor____________________________________ (1-fcutfsu)___________________ 1.5788E-01 + Check_total_area_fractions_in_winding_pack_=_1__________________________ ______________________________ 1.0000E+00 + minimum_TF_conductor_temperature_margin__(K)____________________________ (tmargmin_tf)_________________ 1.5000E+00 + TF_conductor_temperature_margin_(K)_____________________________________ (tmargtf)_____________________ 1.5049E+00 + Elastic_properties_behavior_____________________________________________ (i_tf_cond_eyoung_axial)______ 0 + Conductor_axial_Youngs_modulus__________________________________________ (eyoung_cond_axial)___________ 0.0000E+00 + Conductor_transverse_Youngs_modulus_____________________________________ (eyoung_cond_trans)___________ 0.0000E+00 + Superconductor_mass_per_coil_(kg)_______________________________________ (whtconsc)____________________ 4.6964E+03 OP + Copper_mass_per_coil_(kg)_______________________________________________ (whtconcu)____________________ 5.8073E+04 OP + Steel_conduit_mass_per_coil_(kg)________________________________________ (whtconsh)____________________ 8.9310E+04 OP + Conduit_insulation_mass_per_coil_(kg)___________________________________ (whtconin)____________________ 2.3777E+03 OP + Total_conduit_mass_per_coil_(kg)________________________________________ (whtcon)______________________ 1.5446E+05 OP + Mass_of_each_TF_coil_(kg)_______________________________________________ (whttf/n_tf)__________________ 7.1402E+05 OP + Total_TF_coil_mass_(kg)_________________________________________________ (whttf)_______________________ 1.1424E+07 OP + Nominal_peak_field_assuming_toroidal_symmetry_(T)_______________________ (bmaxtf)______________________ 1.2178E+01 OP + Total_current_in_all_TF_coils_(MA)______________________________________ (ritfc/1.D6)__________________ 2.1176E+02 OP + TF_coil_current_(summed_over_all_coils)_(A)_____________________________ (ritfc)_______________________ 2.1176E+08 + Actual_peak_field_at_discrete_conductor_(T)_____________________________ (bmaxtfrp)____________________ 1.2636E+01 OP + Winding_pack_current_density_(A/m2)_____________________________________ (jwptf)_______________________ 2.5602E+07 OP + Inboard_leg_mid-plane_conductor_current_density_(A/m2)__________________ (oacdcp)______________________ 1.1617E+07 + Total_stored_energy_in_TF_coils_(GJ)____________________________________ (estotftgj)___________________ 1.2161E+02 OP + Inboard_vertical_tension_per_coil_(N)___________________________________ (vforce)______________________ 2.0908E+08 OP + Outboard_vertical_tension_per_coil_(N)__________________________________ (vforce_outboard)_____________ 2.0908E+08 OP + inboard_vertical_tension_fraction_(-)___________________________________ (f_vforce_inboard)____________ 5.0000E-01 OP + Centring_force_per_coil_(N/m)___________________________________________ (cforce)______________________ 8.0590E+07 OP + Max_allowed_tfcoil_variables.ripple_amplitude_at_plasma_outboard_midplan (ripmax)______________________ 6.0000E-01 + Ripple_amplitude_at_plasma_outboard_midplane_(%)________________________ (ripple)______________________ 6.0000E-01 OP + Actual_quench_time_(or_time_constant)_(s)_______________________________ (tdmptf)______________________ 1.8429E+01 ITV + Vacuum_Vessel_stress_on_quench_(Pa)_____________________________________ (vv_stress_quench)____________ 6.1442E+07 OP + Maximum_allowed_voltage_during_quench_due_to_insulation_(kV)____________ (vdalw)_______________________ 9.5837E+00 ITV + Actual_quench_voltage_(kV)______________________________________________ (vtfskv)______________________ 9.1862E+00 OP + Maximum_allowed_temp_rise_during_a_quench_(K)___________________________ (tmaxpro)_____________________ 1.5000E+02 + # Superconducting TF Coils # + Superconductor_switch___________________________________________________ (isumat)______________________ 1 + Critical_field_at_zero_temperature_and_strain_(T)_______________________ (bc20m)_______________________ 3.2970E+01 + Critical_temperature_at_zero_field_and_strain_(K)_______________________ (tc0m)________________________ 1.6060E+01 + Helium_temperature_at_peak_field_(=_superconductor_temperature)_(K)_____ (thelium)_____________________ 4.7500E+00 + Total_helium_fraction_inside_cable_space________________________________ (fhetot)______________________ 3.4620E-01 OP + Copper_fraction_of_conductor____________________________________________ (fcutfsu)_____________________ 8.4212E-01 ITV + Residual_manufacturing_strain_on_superconductor_________________________ (str_tf_con_res)______________ -5.0000E-03 + Self-consistent_strain_on_superconductor________________________________ (str_wp)______________________ 2.0730E-03 + Critical_current_density_in_superconductor_(A/m2)_______________________ (jcritsc)_____________________ 7.1337E+08 OP + Critical_current_density_in_strand_(A/m2)_______________________________ (jcritstr)____________________ 1.1263E+08 OP + Critical_current_density_in_winding_pack_(A/m2)_________________________ (jwdgcrt)_____________________ 3.5688E+07 OP + Actual_current_density_in_winding_pack_(A/m2)___________________________ (jwdgop)______________________ 2.5602E+07 OP + Minimum_allowed_temperature_margin_in_superconductor_(K)________________ (tmargmin_tf)_________________ 1.5000E+00 + Actual_temperature_margin_in_superconductor_(K)_________________________ (tmarg)_______________________ 1.5049E+00 OP + Critical_current_(A)____________________________________________________ (icrit)_______________________ 1.2517E+05 OP + Actual_current_(A)______________________________________________________ (cpttf)_______________________ 8.9795E+04 ITV + Actual_current_/_critical_current_______________________________________ (iooic)_______________________ 7.1737E-01 OP + # Central Solenoid and PF Coils # + Central_solenoid_superconductor_material________________________________ (isumatoh)____________________ 1 + Maximum_field_at_Beginning_Of_Pulse_(T)_________________________________ (bmaxoh0)_____________________ 1.4050E+01 OP + Critical_superconductor_current_density_at_BOP_(A/m2)___________________ (jscoh_bop)___________________ 3.4918E+08 OP + Critical_strand_current_density_at_BOP_(A/m2)___________________________ (jstrandoh_bop)_______________ 1.0475E+08 OP + Allowable_overall_current_density_at_BOP_(A/m2)_________________________ (rjohc0)______________________ 3.5294E+07 OP + Actual_overall_current_density_at_BOP_(A/m2)____________________________ (cohbop)______________________ 1.9126E+07 OP + Maximum_field_at_End_Of_Flattop_(T)_____________________________________ (bmaxoh)______________________ 1.3920E+01 OP + Critical_superconductor_current_density_at_EOF_(A/m2)___________________ (jscoh_eof)___________________ 3.6097E+08 OP + Critical_strand_current_density_at_EOF_(A/m2)___________________________ (jstrandoh_eof)_______________ 1.0829E+08 OP + Allowable_overall_current_density_at_EOF_(A/m2)_________________________ (rjohc)_______________________ 3.6485E+07 OP + Actual_overall_current_density_at_EOF_(A/m2)____________________________ (coheof)______________________ 2.0264E+07 ITV + CS_inside_radius_(m)____________________________________________________ (bore)________________________ 1.9854E+00 ITV + CS_thickness_(m)________________________________________________________ (ohcth)_______________________ 5.7587E-01 ITV + Gap_between_central_solenoid_and_TF_coil_(m)____________________________ (gapoh)_______________________ 8.0000E-02 + CS_overall_cross-sectional_area_(m2)____________________________________ (areaoh)______________________ 9.1407E+00 OP + CS_conductor+void_cross-sectional_area_(m2)_____________________________ (awpoh)_______________________ 4.3996E+00 OP + ___CS_conductor_cross-sectional_area_(m2)_______________________________ (awpoh*(1-vfohc))_____________ 3.0797E+00 OP + ___CS_void_cross-sectional_area_(m2)____________________________________ (awpoh*vfohc)_________________ 1.3199E+00 OP + CS_steel_cross-sectional_area_(m2)______________________________________ (areaoh-awpoh)________________ 4.7411E+00 OP + CS_steel_area_fraction__________________________________________________ (oh_steel_frac)_______________ 5.1868E-01 ITV + Switch_for_CS_stress_calculation________________________________________ (i_cs_stress)_________________ 0 + Allowable_stress_in_CS_steel_(Pa)_______________________________________ (alstroh)_____________________ 7.5000E+08 + Hoop_stress_in_CS_steel_(Pa)____________________________________________ (sig_hoop)____________________ 6.7569E+08 OP + Axial_stress_in_CS_steel_(Pa)___________________________________________ (sig_axial)___________________ -7.6205E+08 OP + Maximum_shear_stress_in_CS_steel_for_the_Tresca_criterion_(Pa)__________ (s_tresca_oh)_________________ 6.7569E+08 OP + Axial_force_in_CS_(N)___________________________________________________ (axial_force)_________________ -1.6256E+09 OP + Residual_manufacturing_strain_in_CS_superconductor_material_____________ (tfcoil_variables.str_cs_con_r -5.0000E-03 + Copper_fraction_in_strand_______________________________________________ (fcuohsu)_____________________ 7.0000E-01 + Void_(coolant)_fraction_in_conductor____________________________________ (vfohc)_______________________ 3.0000E-01 + Helium_coolant_temperature_(K)__________________________________________ (tftmp)_______________________ 4.7500E+00 + CS_temperature_margin_(K)_______________________________________________ (tmargoh)_____________________ 1.5052E+00 OP + Minimum_permitted_temperature_margin_(K)________________________________ (tmargmin_cs)_________________ 1.5000E+00 + Residual_hoop_stress_in_CS_Steel_(Pa)___________________________________ (residual_sig_hoop)___________ 2.4000E+08 + Minimum_burn_time_(s)___________________________________________________ (tbrnmn)______________________ 7.2000E+03 + Initial_vertical_crack_size_(m)_________________________________________ (t_crack_vertical)____________ 8.9000E-04 + Initial_radial_crack_size_(m)___________________________________________ (t_crack_radial)______________ 2.6700E-03 + CS_turn_area_(m)________________________________________________________ (a_oh_turn)___________________ 1.9739E-03 + CS_turn_length_(m)______________________________________________________ (l_cond_cst)__________________ 7.6953E-02 + CS_turn_internal_cable_space_radius_(m)_________________________________ (r_in_cst)____________________ 7.4740E-03 + CS_turn_width_(m)_______________________________________________________ (d_cond_cst)__________________ 2.5651E-02 + CS_structural_vertical_thickness_(m)____________________________________ (t_structural_vertical)_______ 5.3514E-03 + CS_structural_radial_thickness_(m)______________________________________ (t_structural_radial)_________ 5.3514E-03 + Allowable_number_of_cycles_till_CS_fracture_____________________________ (n_cycle)_____________________ 1.3378E+02 OP + Minimum_number_of_cycles_required_till_CS_fracture______________________ (n_cycle_min)_________________ 2.0000E+04 OP + PF_coil_superconductor_material_________________________________________ (isumatpf)____________________ 3 + Copper_fraction_in_conductor____________________________________________ (fcupfsu)_____________________ 6.9000E-01 + Maximum_permissible_tensile_stress_(MPa)________________________________ (sigpfcalw)___________________ 5.0000E+02 + JxB_hoop_force_fraction_supported_by_case_______________________________ (sigpfcf)_____________________ 6.6600E-01 + PF_coil_0_radius_(m)____________________________________________________ (rpf[0]_______________________ 5.5667E+00 + PF_coil_0_vertical_position_(m)_________________________________________ (zpf[0])______________________ 9.3603E+00 + PF_coil_0_radial_thickness_(m)__________________________________________ (pfdr(0))_____________________ 1.2727E+00 + PF_coil_0_vertical_thickness_(m)________________________________________ (pfdz(0))_____________________ 1.2727E+00 + PF_coil_0_turns_________________________________________________________ (turns[0])____________________ 4.4541E+02 + PF_coil_0_current_(MA)__________________________________________________ (ric[0])______________________ 1.7816E+01 + PF_coil_0_field_(T)_____________________________________________________ (bpf[0])______________________ 6.2280E+00 + PF_coil_1_radius_(m)____________________________________________________ (rpf[1]_______________________ 5.5667E+00 + PF_coil_1_vertical_position_(m)_________________________________________ (zpf[1])______________________ -1.0594E+01 + PF_coil_1_radial_thickness_(m)__________________________________________ (pfdr(1))_____________________ 1.3651E+00 + PF_coil_1_vertical_thickness_(m)________________________________________ (pfdz(1))_____________________ -1.3651E+00 + PF_coil_1_turns_________________________________________________________ (turns[1])____________________ 5.1248E+02 + PF_coil_1_current_(MA)__________________________________________________ (ric[1])______________________ 2.0499E+01 + PF_coil_1_field_(T)_____________________________________________________ (bpf[1])______________________ 6.6990E+00 + PF_coil_2_radius_(m)____________________________________________________ (rpf[2]_______________________ 1.6731E+01 + PF_coil_2_vertical_position_(m)_________________________________________ (zpf[2])______________________ 2.6667E+00 + PF_coil_2_radial_thickness_(m)__________________________________________ (pfdr(2))_____________________ 1.1332E+00 + PF_coil_2_vertical_thickness_(m)________________________________________ (pfdz(2))_____________________ 1.1332E+00 + PF_coil_2_turns_________________________________________________________ (turns[2])____________________ 1.9262E+02 + PF_coil_2_current_(MA)__________________________________________________ (ric[2])______________________ -7.7049E+00 + PF_coil_2_field_(T)_____________________________________________________ (bpf[2])______________________ 2.6389E+00 + PF_coil_3_radius_(m)____________________________________________________ (rpf[3]_______________________ 1.6731E+01 + PF_coil_3_vertical_position_(m)_________________________________________ (zpf[3])______________________ -2.6667E+00 + PF_coil_3_radial_thickness_(m)__________________________________________ (pfdr(3))_____________________ 1.1332E+00 + PF_coil_3_vertical_thickness_(m)________________________________________ (pfdz(3))_____________________ -1.1332E+00 + PF_coil_3_turns_________________________________________________________ (turns[3])____________________ 1.9262E+02 + PF_coil_3_current_(MA)__________________________________________________ (ric[3])______________________ -7.7049E+00 + PF_coil_3_field_(T)_____________________________________________________ (bpf[3])______________________ 2.6389E+00 + PF_coil_4_radius_(m)____________________________________________________ (rpf[4]_______________________ 1.5209E+01 + PF_coil_4_vertical_position_(m)_________________________________________ (zpf[4])______________________ 7.4667E+00 + PF_coil_4_radial_thickness_(m)__________________________________________ (pfdr(4))_____________________ 8.0773E-01 + PF_coil_4_vertical_thickness_(m)________________________________________ (pfdz(4))_____________________ 8.0773E-01 + PF_coil_4_turns_________________________________________________________ (turns[4])____________________ 1.3049E+02 + PF_coil_4_current_(MA)__________________________________________________ (ric[4])______________________ -5.2194E+00 + PF_coil_4_field_(T)_____________________________________________________ (bpf[4])______________________ 2.5737E+00 + PF_coil_5_radius_(m)____________________________________________________ (rpf[5]_______________________ 1.5209E+01 + PF_coil_5_vertical_position_(m)_________________________________________ (zpf[5])______________________ -7.4667E+00 + PF_coil_5_radial_thickness_(m)__________________________________________ (pfdr(5))_____________________ 8.0773E-01 + PF_coil_5_vertical_thickness_(m)________________________________________ (pfdz(5))_____________________ -8.0773E-01 + PF_coil_5_turns_________________________________________________________ (turns[5])____________________ 1.3049E+02 + PF_coil_5_current_(MA)__________________________________________________ (ric[5])______________________ -5.2194E+00 + PF_coil_5_field_(T)_____________________________________________________ (bpf[5])______________________ 2.5737E+00 + Central_solenoid_radius_(m)_____________________________________________ (rpf[nohc-1])_________________ 2.2734E+00 + Central_solenoid_vertical_position_(m)__________________________________ (zpf[nohc-1])_________________ 0.0000E+00 + Central_solenoid_radial_thickness_(m)___________________________________ (ohdr)________________________ 5.7587E-01 + Central_solenoid_vertical_thickness_(m)_________________________________ (ohdz)________________________ 1.5873E+01 + Central_solenoid_turns__________________________________________________ (turns[nohc-1])_______________ 4.6308E+03 + Central_solenoid_current_(MA)___________________________________________ (ric[nohc-1])_________________ -1.8523E+02 + Central_solenoid_field_(T)______________________________________________ (bpf[nohc-1])_________________ 1.4050E+01 + Sum_of_squares_of_residuals_____________________________________________ (ssq0)________________________ 3.5207E-04 OP + Smoothing_parameter_____________________________________________________ (alfapf)______________________ 5.0000E-10 + # Volt Second Consumption # + Total_volt-second_consumption_by_coils_(Wb)_____________________________ (vstot)_______________________ -5.8000E+02 OP + # Waveforms # + Ratio_of_central_solenoid_current_at_beginning_of_Pulse_/_end_of_flat-to (fcohbop)_____________________ 9.4380E-01 ITV + Ratio_of_central_solenoid_current_at_beginning_of_Flat-top_/_end_of_flat (fcohbof)_____________________ -1.4083E-01 OP + # PF Circuit Waveform Data # + Number_of_PF_circuits_including_CS_and_plasma___________________________ (ncirt)_______________________ 8 + PF_Circuit_0_Time_point_0_(A)___________________________________________ (pfc0t0)______________________ 0.0000E+00 + PF_Circuit_0_Time_point_1_(A)___________________________________________ (pfc0t1)______________________ 1.3971E+07 + PF_Circuit_0_Time_point_2_(A)___________________________________________ (pfc0t2)______________________ 1.7816E+07 + PF_Circuit_0_Time_point_3_(A)___________________________________________ (pfc0t3)______________________ 1.7816E+07 + PF_Circuit_0_Time_point_4_(A)___________________________________________ (pfc0t4)______________________ 9.2844E+05 + PF_Circuit_0_Time_point_5_(A)___________________________________________ (pfc0t5)______________________ 0.0000E+00 + PF_Circuit_1_Time_point_0_(A)___________________________________________ (pfc1t0)______________________ 0.0000E+00 + PF_Circuit_1_Time_point_1_(A)___________________________________________ (pfc1t1)______________________ 1.8269E+07 + PF_Circuit_1_Time_point_2_(A)___________________________________________ (pfc1t2)______________________ 2.0499E+07 + PF_Circuit_1_Time_point_3_(A)___________________________________________ (pfc1t3)______________________ 2.0499E+07 + PF_Circuit_1_Time_point_4_(A)___________________________________________ (pfc1t4)______________________ -1.5831E+06 + PF_Circuit_1_Time_point_5_(A)___________________________________________ (pfc1t5)______________________ 0.0000E+00 + PF_Circuit_2_Time_point_0_(A)___________________________________________ (pfc2t0)______________________ -0.0000E+00 + PF_Circuit_2_Time_point_1_(A)___________________________________________ (pfc2t1)______________________ 4.9542E+05 + PF_Circuit_2_Time_point_2_(A)___________________________________________ (pfc2t2)______________________ -7.1060E+06 + PF_Circuit_2_Time_point_3_(A)___________________________________________ (pfc2t3)______________________ -7.1060E+06 + PF_Circuit_2_Time_point_4_(A)___________________________________________ (pfc2t4)______________________ -7.7049E+06 + PF_Circuit_2_Time_point_5_(A)___________________________________________ (pfc2t5)______________________ -0.0000E+00 + PF_Circuit_3_Time_point_0_(A)___________________________________________ (pfc3t0)______________________ -0.0000E+00 + PF_Circuit_3_Time_point_1_(A)___________________________________________ (pfc3t1)______________________ 4.9542E+05 + PF_Circuit_3_Time_point_2_(A)___________________________________________ (pfc3t2)______________________ -7.1060E+06 + PF_Circuit_3_Time_point_3_(A)___________________________________________ (pfc3t3)______________________ -7.1060E+06 + PF_Circuit_3_Time_point_4_(A)___________________________________________ (pfc3t4)______________________ -7.7049E+06 + PF_Circuit_3_Time_point_5_(A)___________________________________________ (pfc3t5)______________________ -0.0000E+00 + PF_Circuit_4_Time_point_0_(A)___________________________________________ (pfc4t0)______________________ -0.0000E+00 + PF_Circuit_4_Time_point_1_(A)___________________________________________ (pfc4t1)______________________ 3.2650E+05 + PF_Circuit_4_Time_point_2_(A)___________________________________________ (pfc4t2)______________________ -4.8247E+06 + PF_Circuit_4_Time_point_3_(A)___________________________________________ (pfc4t3)______________________ -4.8247E+06 + PF_Circuit_4_Time_point_4_(A)___________________________________________ (pfc4t4)______________________ -5.2194E+06 + PF_Circuit_4_Time_point_5_(A)___________________________________________ (pfc4t5)______________________ -0.0000E+00 + PF_Circuit_5_Time_point_0_(A)___________________________________________ (pfc5t0)______________________ -0.0000E+00 + PF_Circuit_5_Time_point_1_(A)___________________________________________ (pfc5t1)______________________ 3.2650E+05 + PF_Circuit_5_Time_point_2_(A)___________________________________________ (pfc5t2)______________________ -4.8247E+06 + PF_Circuit_5_Time_point_3_(A)___________________________________________ (pfc5t3)______________________ -4.8247E+06 + PF_Circuit_5_Time_point_4_(A)___________________________________________ (pfc5t4)______________________ -5.2194E+06 + PF_Circuit_5_Time_point_5_(A)___________________________________________ (pfc5t5)______________________ -0.0000E+00 + CS_Circuit_Time_point_0_(A)_____________________________________________ (cs_t0)_______________________ -0.0000E+00 + CS_Circuit_Time_point_1_(A)_____________________________________________ (cs_t1)_______________________ 1.7482E+08 + CS_Circuit_Time_point_2_(A)_____________________________________________ (cs_t2)_______________________ 2.6086E+07 + CS_Circuit_Time_point_3_(A)_____________________________________________ (cs_t3)_______________________ 2.6086E+07 + CS_Circuit_Time_point_4_(A)_____________________________________________ (cs_t4)_______________________ -1.8523E+08 + CS_Circuit_Time_point_5_(A)_____________________________________________ (cs_t5)_______________________ -0.0000E+00 + Plasma_Time_point_0_(A)_________________________________________________ (plasmat0)____________________ 0.0000E+00 + Plasma_Time_point_1_(A)_________________________________________________ (plasmat1)____________________ 0.0000E+00 + Plasma_Time_point_2_(A)_________________________________________________ (plasmat2)____________________ 1.6631E+07 + Plasma_Time_point_3_(A)_________________________________________________ (plasmat3)____________________ 1.6631E+07 + Plasma_Time_point_4_(A)_________________________________________________ (plasmat4)____________________ 1.6631E+07 + Plasma_Time_point_5_(A)_________________________________________________ (plasmat5)____________________ 0.0000E+00 + # Support Structure # + Outer_PF_coil_fence_mass_(kg)___________________________________________ (fncmass)_____________________ 2.2924E+05 OP + Intercoil_support_structure_mass_(kg)___________________________________ (aintmass)____________________ 4.3045E+06 OP + Mass_of_cooled_components_(kg)__________________________________________ (coldmass)____________________ 3.4369E+07 OP + Gravity_support_structure_mass_(kg)_____________________________________ (clgsmass)____________________ 1.2760E+06 OP + Torus_leg_support_mass_(kg)_____________________________________________ (gsm1)________________________ 8.5820E+04 OP + Ring_beam_mass_(kg)_____________________________________________________ (gsm2)________________________ 4.0088E+05 OP + Ring_legs_mass_(kg)_____________________________________________________ (gsm3)________________________ 6.8283E+05 OP + # PF Coil Inductances # + # Nuclear Heating Magnets Before Renormalisation # + Shield_line_density_(tonne/m2)__________________________________________ (x_shield)____________________ 4.0560E+00 + Blanket_line_density_(tonne/m2)_________________________________________ (x_blanket)___________________ 2.2911E+00 + Unit_nuclear_heating_in_TF_coil_(W/GW)__________________________________ (tfc_nuc_heating)_____________ 1.4866E+04 + Total_nuclear_heating_in_TF_coil_(MW)___________________________________ (ptfnuc.)_____________________ 2.4085E-02 + powfmw__________________________________________________________________ (powfmw.)_____________________ 1.6202E+03 + total_mass_of_the_TF_coils_(kg)_________________________________________ (whttf)_______________________ 1.1424E+07 + # Pumping for primary coolant (helium) # + Pressure_drop_in_FW_and_blanket_coolant_incl._hx_and_pipes_(Pa)_________ (dp_he)_______________________ 5.5000E+05 + Fraction_of_FW_and_blanket_thermal_power_required_for_pumping___________ (fpump)_______________________ 8.9463E-02 OP + Total_power_absorbed_by_FW_&_blanket_(MW)_______________________________ (p_plasma)____________________ 1.6698E+03 OP + Inlet_temperature_of_FW_&_blanket_coolant_pump_(K)______________________ (t_in_compressor)_____________ 5.5703E+02 OP + Coolant_pump_outlet/Inlet_temperature_of_FW_&_blanket_(K)_______________ (t_in_bb)_____________________ 5.7313E+02 + Outlet_temperature_of_FW_&_blanket_(K)__________________________________ (t_out_bb)____________________ 7.7313E+02 + Mechanical_pumping_power_for_FW_and_blanket_cooling_loop_including_heat_ (htpmw_fw_blkt)_______________ 1.6407E+02 OP + Mechanical_pumping_power_for_divertor_(MW)______________________________ (htpmw_div)___________________ 1.6906E+00 OP + Mechanical_pumping_power_for_shield_and_vacuum_vessel_(MW)______________ (htpmw_shld)__________________ 7.0688E-03 OP + # First wall and blanket : CCFE HCPB model # + Titanium_beryllide_fraction_____________________________________________ (fbltibe12)___________________ 3.7500E-01 + Lithium_orthosilicate_fraction__________________________________________ (fblli2sio4)__________________ 3.7500E-01 + Steel_fraction__________________________________________________________ (fblss_ccfe)__________________ 9.7050E-02 + Coolant_fraction________________________________________________________ (vfcblkt)_____________________ 5.2950E-02 + Purge_gas_fraction______________________________________________________ (vfpblkt)_____________________ 1.0000E-01 + First_Wall_Armour_Volume_(m3)___________________________________________ (fw_armour_vol)_______________ 5.8692E+00 + First_Wall_Volume_(m3)__________________________________________________ (volfw)_______________________ 1.9807E+01 + Blanket_Volume_(m3)_____________________________________________________ (volblkt)_____________________ 1.1849E+03 + Shield_Volume_(m3)______________________________________________________ (volshld)_____________________ 7.8520E+02 + Vacuum_vessel_volume_(m3)_______________________________________________ (vdewin)______________________ 1.0178E+03 + First_Wall_Armour_Mass_(kg)_____________________________________________ (fw_armour_mass)______________ 1.1298E+05 OP + First_Wall_Mass,_excluding_armour_(kg)__________________________________ (fwmass)______________________ 1.5449E+05 OP + Blanket_Mass_-_Total(kg)________________________________________________ (whtblkt)_____________________ 2.9676E+06 OP + ____Blanket_Mass_-_TiBe12_(kg)__________________________________________ (whtbltibe12)_________________ 1.0042E+06 OP + ____Blanket_Mass_-_Li4SiO4_(kg)_________________________________________ (whtblli4sio4)________________ 1.0664E+06 OP + ____Blanket_Mass_-_Steel_(kg)___________________________________________ (whtblss)_____________________ 8.9696E+05 OP + Total_mass_of_armour,_first_wall_and_blanket_(kg)_______________________ (armour_fw_bl_mass)___________ 3.2350E+06 OP + Shield_Mass_(kg)________________________________________________________ (whtshld)_____________________ 2.4498E+06 OP + Vacuum_vessel_mass_(kg)_________________________________________________ (vvmass)______________________ 7.9388E+06 OP + Total_nuclear_heating_in_TF+PF_coils_(CS_is_negligible)_(MW)____________ (ptfnuc)______________________ 2.5118E-02 OP + Total_nuclear_heating_in_FW_(MW)________________________________________ (pnucfw)______________________ 1.6315E+02 OP + Total_nuclear_heating_in_the_blanket_(including_emult)_(MW)_____________ (pnucblkt)____________________ 1.2901E+03 OP + Total_nuclear_heating_in_the_shield_(MW)________________________________ (pnucshld)____________________ 1.4138E+00 OP + Total_nuclear_heating_in_the_divertor_(MW)______________________________ (pnucdiv)_____________________ 1.4906E+02 OP + Blanket_exponential_factor______________________________________________ (exp_blanket)_________________ 9.9936E-01 OP + Shield:_first_exponential_______________________________________________ (exp_shield1)_________________ 1.9523E-03 OP + Shield:_second_exponential______________________________________________ (exp_shield2)_________________ 2.5427E-01 OP + Solid_angle_fraction_taken_by_on_divertor_______________________________ (fdiv)________________________ 1.1500E-01 + Switch_for_plant_secondary_cycle________________________________________ (secondary_cycle)_____________ 2 + First_wall_coolant_pressure_(Pa)________________________________________ (fwpressure)__________________ 1.5500E+07 + Blanket_coolant_pressure_(Pa)___________________________________________ (blpressure)__________________ 1.5500E+07 + Allowable_nominal_neutron_fluence_at_first_wall_(MW.year/m2)____________ (abktflnc)____________________ 5.0000E+00 + No_of_inboard_blanket_modules_poloidally________________________________ (nblktmodpi)__________________ 7 + No_of_inboard_blanket_modules_toroidally________________________________ (nblktmodti)__________________ 32 + No_of_outboard_blanket_modules_poloidally_______________________________ (nblktmodpo)__________________ 8 + No_of_outboard_blanket_modules_toroidally_______________________________ (nblktmodto)__________________ 48 + Isentropic_efficiency_of_first_wall_/_blanket_coolant_pumps_____________ (etaiso)______________________ 9.0000E-01 + First_wall_area_(m2)____________________________________________________ (fwarea)______________________ 1.6044E+03 OP + Cryostat_internal_radius_(m)____________________________________________ (rdewex)______________________ 1.7798E+01 OP + Cryostat_internal_half-height_(m)_______________________________________ (zdewex)______________________ 1.5339E+01 OP + Vertical_clearance_from_TF_coil_to_cryostat_(m)_________________________ (clh1)________________________ 5.6044E+00 OP + Divertor_area_(m2)______________________________________________________ (divsur)______________________ 1.4879E+02 OP + Divertor_mass_(kg)______________________________________________________ (divmas)______________________ 3.6453E+04 OP + # Superconducting TF Coil Power Conversion # + TF_coil_current_(kA)____________________________________________________ (itfka)_______________________ 8.9795E+01 OP + Number_of_TF_coils______________________________________________________ (ntfc)________________________ 1.6000E+01 + Voltage_across_a_TF_coil_during_quench_(kV)_____________________________ (vtfskv)______________________ 9.1862E+00 OP + TF_coil_charge_time_(hours)_____________________________________________ (tchghr)______________________ 4.0000E+00 + Total_inductance_of_TF_coils_(H)________________________________________ (ltfth)_______________________ 3.0165E+01 OP + Total_resistance_of_TF_coils_(ohm)______________________________________ (rcoils)______________________ 0.0000E+00 OP + TF_coil_charging_voltage_(V)____________________________________________ (tfcv)________________________ 2.9268E+02 + Number_of_DC_circuit_breakers___________________________________________ (ntfbkr)______________________ 1.6000E+01 + Number_of_dump_resistors________________________________________________ (ndumpr)______________________ 6.4000E+01 + Resistance_per_dump_resistor_(ohm)______________________________________ (r1dump)______________________ 1.0230E-01 OP + Dump_resistor_peak_power_(MW)___________________________________________ (r1ppmw)______________________ 2.0622E+02 OP + Energy_supplied_per_dump_resistor_(MJ)__________________________________ (r1emj)_______________________ 1.9002E+03 OP + TF_coil_L/R_time_constant_(s)___________________________________________ (ttfsec)______________________ 1.8429E+01 OP + Power_supply_voltage_(V)________________________________________________ (tfpsv)_______________________ 3.0731E+02 OP + Power_supply_current_(kA)_______________________________________________ (tfpska)______________________ 9.4285E+01 OP + DC_power_supply_rating_(kW)_____________________________________________ (tfckw)_______________________ 2.8975E+04 OP + AC_power_for_charging_(kW)______________________________________________ (tfackw)______________________ 3.2194E+04 OP + TF_coil_resistive_power_(MW)____________________________________________ (rpower)______________________ 9.3902E+00 OP + TF_coil_inductive_power_(MVA)___________________________________________ (xpower)______________________ 1.6891E+01 OP + Aluminium_bus_current_density_(kA/cm2)__________________________________ (djmka)_______________________ 1.2500E-01 + Aluminium_bus_cross-sectional_area_(cm2)________________________________ (albusa)______________________ 7.1836E+02 OP + Total_length_of_TF_coil_bussing_(m)_____________________________________ (tfbusl)______________________ 3.1931E+03 OP + Aluminium_bus_weight_(tonnes)___________________________________________ (albuswt)_____________________ 6.1932E+02 OP + Total_TF_coil_bus_resistance_(ohm)______________________________________ (rtfbus)______________________ 1.1646E-03 OP + TF_coil_bus_voltage_drop_(V)____________________________________________ (vtfbus)______________________ 1.0457E+02 OP + Dump_resistor_floor_area_(m2)___________________________________________ (drarea)______________________ 4.9234E+03 OP + TF_coil_power_conversion_floor_space_(m2)_______________________________ (tfcfsp)______________________ 1.8228E+03 OP + TF_coil_power_conv._building_volume_(m3)________________________________ (tfcbv)_______________________ 1.0937E+04 OP + TF_coil_AC_inductive_power_demand_(MW)__________________________________ (xpwrmw)______________________ 1.8768E+01 OP + Total_steady_state_AC_power_demand_(MW)_________________________________ (tfacpd)______________________ 1.0434E+01 OP + # PF Coils and Central Solenoid: Power and Energy # + Number_of_PF_coil_circuits______________________________________________ (pfckts)______________________ 1.2000E+01 + Sum_of_PF_power_supply_ratings_(MVA)____________________________________ (spsmva)______________________ 3.0313E+02 OP + Total_PF_coil_circuit_bus_length_(m)____________________________________ (spfbusl)_____________________ 2.4480E+03 OP + Total_PF_coil_bus_resistive_power_(kW)__________________________________ (pfbuspwr)____________________ 9.6485E+02 OP + Total_PF_coil_resistive_power_(kW)______________________________________ (srcktpm)_____________________ 9.6485E+02 OP + Maximum_PF_coil_voltage_(kV)____________________________________________ (vpfskv)______________________ 2.0000E+01 + Efficiency_of_transfer_of_PF_stored_energy_into_or_out_of_storage_______ (etapsu)______________________ 9.0000E-01 + Maximum_stored_energy_in_poloidal_field_(MJ)____________________________ (ensxpfm)_____________________ 2.8804E+04 OP + Peak_absolute_rate_of_change_of_stored_energy_in_poloidal_field_(MW)____ (peakpoloidalpower)___________ 1.7319E+02 OP + # Vacuum System # + First_wall_outgassing_rate_(Pa_m/s)_____________________________________ (rat)_________________________ 1.3000E-08 + Total_outgassing_load_(Pa_m3/s)_________________________________________ (ogas)________________________ 1.6691E-04 OP + Base_pressure_required_(Pa)_____________________________________________ (pbase)_______________________ 5.0000E-04 + Required_N2_pump_speed_(m3/s)___________________________________________ (s(1))________________________ 3.3381E-01 OP + N2_pump_speed_provided_(m3/s)___________________________________________ (snet(1))_____________________ 2.3404E+01 OP + Plasma_chamber_volume_(m3)______________________________________________ (volume)______________________ 2.2588E+03 OP + Chamber_pressure_after_burn_(Pa)________________________________________ (pend)________________________ 1.6698E-01 OP + Chamber_pressure_before_burn_(Pa)_______________________________________ (pstart)______________________ 1.6698E-03 + Allowable_pumping_time_switch___________________________________________ (dwell_pump)__________________ 0 + Dwell_time_between_burns_(s)____________________________________________ (tdwell.)_____________________ 1.8000E+03 + CS_ramp-up_time_burns_(s)_______________________________________________ (tramp.)______________________ 5.0000E+02 + Allowable_pumping_time_between_burns_(s)________________________________ (tpump)_______________________ 1.8000E+03 + Required_D-T_pump_speed_(m3/s)__________________________________________ (s(2))________________________ 5.7790E+00 OP + D-T_pump_speed_provided_(m3/s)__________________________________________ (snet(2))_____________________ 5.6700E+01 OP + Divertor_chamber_gas_pressure_(Pa)______________________________________ (prdiv)_______________________ 3.6000E-01 + Helium_gas_fraction_in_divertor_chamber_________________________________ (fhe)_________________________ 1.7218E-01 OP + Required_helium_pump_speed_(m3/s)_______________________________________ (s(3))________________________ 3.8423E+01 OP + Helium_pump_speed_provided_(m3/s)_______________________________________ (snet(3))_____________________ 3.8423E+01 OP + D-T_fuelling_rate_(kg/s)________________________________________________ (frate)_______________________ 2.7747E-05 OP + Required_D-T_pump_speed_(m3/s)__________________________________________ (s(4))________________________ 3.8423E+01 OP + D-T_pump_speed_provided_(m3/s)__________________________________________ (snet(4))_____________________ 5.6700E+01 OP + Number_of_large_pump_ducts______________________________________________ (nduct)_______________________ 16 + Passage_diameter,_divertor_to_ducts_(m)_________________________________ (d(imax))_____________________ 4.7857E-01 OP + Passage_length_(m)______________________________________________________ (l1)__________________________ 1.7160E+00 OP + Diameter_of_ducts_(m)___________________________________________________ (dout)________________________ 5.7428E-01 OP + Duct_length,_divertor_to_elbow_(m)______________________________________ (l2)__________________________ 4.8000E+00 OP + Duct_length,_elbow_to_pumps_(m)_________________________________________ (l3)__________________________ 2.0000E+00 + Number_of_pumps_________________________________________________________ (pumpn)_______________________ 3.2000E+01 OP + # Plant Buildings System # + Internal_volume_of_reactor_building_(m3)________________________________ (vrci)________________________ 9.9708E+05 + Dist_from_centre_of_torus_to_bldg_wall_(m)______________________________ (wrbi)________________________ 3.9531E+01 + Effective_floor_area_(m2)_______________________________________________ (efloor)______________________ 3.3660E+05 + Reactor_building_volume_(m3)____________________________________________ (rbv)_________________________ 1.1310E+06 + Reactor_maintenance_building_volume_(m3)________________________________ (rmbv)________________________ 3.9641E+05 + Warmshop_volume_(m3)____________________________________________________ (wsv)_________________________ 1.2531E+05 + Tritium_building_volume_(m3)____________________________________________ (triv)________________________ 4.0000E+04 + Electrical_building_volume_(m3)_________________________________________ (elev)________________________ 5.1937E+04 + Control_building_volume_(m3)____________________________________________ (conv)________________________ 6.0000E+04 + Cryogenics_building_volume_(m3)_________________________________________ (cryv)________________________ 1.4976E+04 + Administration_building_volume_(m3)_____________________________________ (admv)________________________ 1.0000E+05 + Shops_volume_(m3)_______________________________________________________ (shov)________________________ 1.0000E+05 + Total_volume_of_nuclear_buildings_(m3)__________________________________ (volnucb)_____________________ 1.5738E+06 + # Electric Power Requirements # + Facility_base_load_(MW)_________________________________________________ (basemw)______________________ 5.0000E+00 + Divertor_coil_power_supplies_(MW)_______________________________________ (bdvmw)_______________________ 0.0000E+00 + Cryoplant_electric_power_(MW)___________________________________________ (crymw)_______________________ 3.6566E+01 OP + Primary_coolant_pumps_(MW)______________________________________________ (htpmw..)_____________________ 1.9053E+02 OP + PF_coil_power_supplies_(MW)_____________________________________________ (ppfmw)_______________________ 8.5511E+01 OP + TF_coil_power_supplies_(MW)_____________________________________________ (ptfmw)_______________________ 1.0434E+01 OP + Plasma_heating_supplies_(MW)____________________________________________ (pheatingmw)__________________ 1.6029E+02 OP + Tritium_processing_(MW)_________________________________________________ (trithtmw..)__________________ 1.5000E+01 + Vacuum_pumps__(MW)______________________________________________________ (vachtmw..)___________________ 5.0000E-01 + Total_pulsed_power_(MW)_________________________________________________ (pacpmw)______________________ 5.5432E+02 OP + Total_base_power_required_at_all_times_(MW)_____________________________ (fcsht)_______________________ 5.5490E+01 OP + # Cryogenics # + Conduction_and_radiation_heat_loads_on_cryogenic_components_(MW)________ (qss/1.0d6)___________________ 1.4779E-02 OP + Nuclear_heating_of_cryogenic_components_(MW)____________________________ (qnuc/1.0d6)__________________ 1.3000E-02 OP + AC_losses_in_cryogenic_components_(MW)__________________________________ (qac/1.0d6)___________________ 3.8170E-03 OP + Resistive_losses_in_current_leads_(MW)__________________________________ (qcl/1.0d6)___________________ 1.9539E-02 OP + 45%_allowance_for_heat_loads_in_transfer_lines,_storage_tanks_etc_(MW)__ (qmisc/1.0d6)_________________ 2.3011E-02 OP + Sum_=_Total_heat_removal_at_cryogenic_temperatures_(tfcoil_variables.tmp (helpow_+_helpow_cryal/1.0d6)_ 7.4146E-02 OP + Temperature_of_cryogenic_superconducting_components_(K)_________________ (tmpcry)______________________ 4.5000E+00 + Temperature_of_cryogenic_aluminium_components_(K)_______________________ (tcoolin)_____________________ 3.1315E+02 + Efficiency_(figure_of_merit)_of_cryogenic_plant_is_13%_of_ideal_Carnot_v ______________________________ 2.0277E-03 OP + Efficiency_(figure_of_merit)_of_cryogenic_aluminium_plant_is_40%_of_idea ______________________________ -2.0203E+00 OP + Electric_power_for_cryogenic_plant_(MW)_________________________________ (crypmw)______________________ 3.6566E+01 OP + # Plant Power / Heat Transport Balance # + Neutron_power_multiplication_in_blanket_________________________________ (emult)_______________________ 1.2690E+00 + Divertor_area_fraction_of_whole_toroid_surface__________________________ (fdiv)________________________ 1.1500E-01 + H/CD_apparatus_+_diagnostics_area_fraction______________________________ (fhcd)________________________ 0.0000E+00 + First_wall_area_fraction________________________________________________ (1-fdiv-fhcd)_________________ 8.8500E-01 + Switch_for_pumping_of_primary_coolant___________________________________ (primary_pumping)_____________ 3 + Mechanical_pumping_power_for_FW_cooling_loop_including_heat_exchanger_(M (htpmw_fw)____________________ 0.0000E+00 OP + Mechanical_pumping_power_for_blanket_cooling_loop_including_heat_exchang (htpmw_blkt)__________________ 0.0000E+00 OP + Mechanical_pumping_power_for_FW_and_blanket_cooling_loop_including_heat_ (htpmw_fw_blkt)_______________ 1.6407E+02 OP + Mechanical_pumping_power_for_divertor_(MW)______________________________ (htpmw_div)___________________ 1.6906E+00 OP + Mechanical_pumping_power_for_shield_and_vacuum_vessel_(MW)______________ (htpmw_shld)__________________ 7.0688E-03 OP + Electrical_pumping_power_for_FW_and_blanket_(MW)________________________ (htpmwe_fw_blkt)______________ 1.8858E+02 OP + Electrical_pumping_power_for_shield_(MW)________________________________ (htpmwe_shld)_________________ 8.1250E-03 OP + Electrical_pumping_power_for_divertor_(MW)______________________________ (htpmwe_div)__________________ 1.9433E+00 OP + Total_electrical_pumping_power_for_primary_coolant_(MW)_________________ (htpmw)_______________________ 1.9053E+02 OP + Coolant_pump_power_/_non-pumping_thermal_power_in_shield________________ (fpumpshld)___________________ 5.0000E-03 + Coolant_pump_power_/_non-pumping_thermal_power_in_divertor______________ (fpumpdiv)____________________ 5.0000E-03 + Electrical_efficiency_of_heat_transport_coolant_pumps___________________ (etahtp)______________________ 8.7000E-01 + Thermal_to_electric_conversion_efficiency_of_the_power_conversion_cycle_ (etath)_______________________ 4.0000E-01 + Fraction_of_total_high-grade_thermal_power_to_divertor__________________ (pdivfraction)________________ 1.5623E-01 + Total_power_leaving_reactor_(across_vacuum_vessel_boundary)_(MW)________ ______________________________ 2.0111E+03 + Heat_removal_from_cryogenic_plant_(MW)__________________________________ (crypmw)______________________ 3.6566E+01 + Heat_removal_from_facilities_(MW)_______________________________________ (fachtmw)_____________________ 5.5490E+01 + Coolant_pumping_efficiency_losses_(MW)__________________________________ (htpsecmw)____________________ 2.4769E+01 + Heat_removal_from_injection_power_(MW)__________________________________ (pinjht)______________________ 8.0143E+01 + Heat_removal_from_tritium_plant_(MW)____________________________________ (trithtmw)____________________ 1.5000E+01 + Heat_removal_from_vacuum_pumps_(MW)_____________________________________ (vachtmw)_____________________ 5.0000E-01 + TF_coil_resistive_power_(MW)____________________________________________ (tfcmw)_______________________ 0.0000E+00 + Total_low-grade_thermal_power_(MW)______________________________________ (psechtmw)____________________ 2.2417E+02 + Total_High-grade_thermal_power_(MW)_____________________________________ (pthermmw)____________________ 2.1751E+03 + Number_of_primary_heat_exchangers_______________________________________ (nphx)________________________ 3 OP + Transport_power_from_scaling_law_(MW)___________________________________ (pscalingmw)__________________ 2.9785E+02 + Radiation_power_from_inside_"coreradius"_(MW)___________________________ (pcoreradmw.)_________________ 9.1650E+01 + Total_(MW)______________________________________________________________ ______________________________ 3.8950E+02 + Alpha_power_deposited_in_plasma_(MW)____________________________________ (falpha*palpmw)_______________ 3.0746E+02 + Power_from_charged_products_of_DD_and/or_D-He3_fusion_(MW)______________ (pchargemw.)__________________ 1.2659E+00 + Ohmic_heating_(MW)______________________________________________________ (pohmmw.)_____________________ 6.2284E-01 + Injected_power_deposited_in_plasma_(MW)_________________________________ (pinjmw)______________________ 8.0143E+01 + Total_(MW)______________________________________________________________ ______________________________ 3.8950E+02 + Fusion_power_(MW)_______________________________________________________ (powfmw)______________________ 1.6202E+03 + Power_from_energy_multiplication_in_blanket_and_shield_(MW)_____________ (emultmw)_____________________ 3.0836E+02 + Injected_power_(MW)_____________________________________________________ (pinjmw.)_____________________ 8.0143E+01 + Ohmic_power_(MW)________________________________________________________ (pohmmw.)_____________________ 6.2284E-01 + Power_deposited_in_primary_coolant_by_pump_(MW)_________________________ (htpmw_mech)__________________ 1.6576E+02 + Total_(MW)______________________________________________________________ ______________________________ 2.1751E+03 + Heat_extracted_from_first_wall_and_blanket_(MW)_________________________ (pthermfw_blkt)_______________ 1.8339E+03 + Heat_extracted_from_shield__(MW)________________________________________ (pthermshld)__________________ 1.4208E+00 + Heat_extracted_from_divertor_(MW)_______________________________________ (pthermdiv)___________________ 3.3982E+02 + Nuclear_and_photon_power_lost_to_H/CD_system_(MW)_______________________ (psechcd)_____________________ 0.0000E+00 + Nuclear_power_lost_to_TF_(MW)___________________________________________ (ptfnuc)______________________ 2.5118E-02 + Total_(MW)______________________________________________________________ ______________________________ 2.1752E+03 + Net_electric_power_output(MW)___________________________________________ (pnetelmw.)___________________ 4.0001E+02 + Required_Net_electric_power_output(MW)__________________________________ (pnetelin)____________________ 4.0000E+02 + Electric_power_for_heating_and_current_drive_(MW)_______________________ (pinjwp)______________________ 1.6029E+02 + Electric_power_for_primary_coolant_pumps_(MW)___________________________ (htpmw)_______________________ 1.9053E+02 + Electric_power_for_vacuum_pumps_(MW)____________________________________ (vachtmw)_____________________ 5.0000E-01 + Electric_power_for_tritium_plant_(MW)___________________________________ (trithtmw)____________________ 1.5000E+01 + Electric_power_for_cryoplant_(MW)_______________________________________ (crypmw)______________________ 3.6566E+01 + Electric_power_for_TF_coils_(MW)________________________________________ (tfacpd)______________________ 1.0434E+01 + Electric_power_for_PF_coils_(MW)________________________________________ (pfwpmw)______________________ 1.2422E+00 + All_other_internal_electric_power_requirements_(MW)_____________________ (fachtmw)_____________________ 5.5490E+01 + Total_(MW)______________________________________________________________ (tot_plant_power)_____________ 8.7006E+02 + Total_(MW)______________________________________________________________ ______________________________ 8.7006E+02 + Gross_electrical_output*_(MW)___________________________________________ (pgrossmw)____________________ 8.7006E+02 + Fusion_power_(MW)_______________________________________________________ (powfmw)______________________ 1.6202E+03 + Power_from_energy_multiplication_in_blanket_and_shield_(MW)_____________ (emultmw)_____________________ 3.0836E+02 + Total_(MW)______________________________________________________________ ______________________________ 1.9285E+03 + Net_electrical_output_(MW) _____________________________________________ (pnetelmw)____________________ 4.0001E+02 + Heat_rejected_by_main_power_conversion_circuit_(MW)_____________________ (rejected_main)_______________ 1.3051E+03 + Heat_rejected_by_other_cooling_circuits_(MW)____________________________ (psechtmw)____________________ 2.2417E+02 + Total_(MW)______________________________________________________________ ______________________________ 1.9293E+03 + Net_electric_power_/_total_nuclear_power_(%)____________________________ (pnetelmw/(powfmw+emultmw)____ 2.0741E+01 + Net_electric_power_/_total_fusion_power_(%)_____________________________ (pnetelmw/powfmw)_____________ 2.4689E+01 + Gross_electric_power*_/_high_grade_heat_(%)_____________________________ (etath)_______________________ 4.0000E+01 + Recirculating_power_fraction____________________________________________ (cirpowfr)____________________ 5.4025E-01 + # Water usage during plant operation (secondary cooling) # + Volume_used_in_cooling_tower_(m3/day)___________________________________ (waterusetower)_______________ 5.5485E+04 OP + Volume_used_in_recirculating_water_system_(m3/day)______________________ (wateruserecirc)______________ 1.8617E+04 OP + Volume_used_in_once-through_water_system_(m3/day)_______________________ (wateruseonethru)_____________ 1.8244E+06 OP + # Errors and Warnings # + # Errors and Warnings # + PROCESS_error_status_flag_______________________________________________ (error_status)________________ 2 + Final_error_identifier__________________________________________________ (error_id)____________________ 244 + # End of PROCESS Output # + # End of PROCESS Output # + # Copy of PROCESS Input Follows # +************************************************************************************************************************ +***** ***** +***** Generic large tokamak file ***** +***** James Morris, UKAEA ***** +***** 28/06/23 ***** +***** ***** +************************************************************************* + +* Run Information * +******************* + +runtitle = Generic large tokamak + +* Figure of merit - minimise major radius +minmax = 1 + +* Error tolerance for VMCON +epsvmc = 1e-7 + +* Constraint Equations - Consistency Equations * +************************************************ + +* Beta consistency * +*------------------* +icc = 1 +ixc = 5 * beta +beta = 0.03 + +* Global power balance * +*----------------------* +icc = 2 + +* Radial build consistency * +*--------------------------* +icc = 11 + +* Constraint Equations - Limit Equations * +****************************************** + +* Density upper limit * +*---------------------* +icc = 5 +ixc = 6 * dene [m-3] +fdene = 1.2 +dene = 7.5E19 + +* Neutron wall load upper limit * +*-------------------------------* +icc = 8 +ixc = 14 * fwalld +fwalld = 1.0 +* wall load limit [MW/m2] +walalw = 2.0 + +* Fusion power upper limit * +*--------------------------* + +icc = 9 +ixc = 26 * ffuspow +* Maximum allowable value fusion power [MW] +powfmax = 3000 + +* Burn time lower limit * +*-----------------------* +icc = 13 +ixc = 21 * ftburn +* minimum burn time [s] +tbrnmn = 7200.0 + +* L-H threshold scaling * +*-----------------------* +icc = 15 +ixc = 103 * flhthresh +boundu(103) = 10.0 + +* Injection power upper limit * +*-----------------------------* +icc = 30 +ixc = 46 * fpinj +* Maximum allowable value for injected power [MW] +pinjalw = 200.0 + +* Net electric power lower limit * +*--------------------------------* +icc = 16 +ixc = 25 * fpnetel +* Minimum allowable value for net eletric power [MW] +pnetelin = 400.0 + +* Beta upper limit * +*------------------* +icc = 24 +ixc = 36 * fbetatry +fbetatry = 0.5 + +* Max TF field * +*--------------* +icc = 25 +ixc = 35 * fpeakb +* Maximum allowable value for toroidal magnetic field [T] +bmxlim = 14.0 + +* Central solenoid EOF current density upper limit * +*--------------------------------------------------* +icc = 26 +ixc = 37 * coheof [A/m2] +ixc = 38 * fjohc +boundu(38) = 1.0 +coheof = 1.5E7 +fjohc = 0.6 + +* Central solenoid BOP current density upper limit * +*--------------------------------------------------* +icc = 27 +ixc = 39 * fjohc0 +ixc = 41 * fcohbop +boundu(39) = 1.0 +fjohc0 = 0.6 +fcohbop = 0.9 + +* I_op/I_Crit TF coil limit * +*---------------------------* +icc = 33 +ixc = 50 * fiooic +boundu(50) = 1.0 +fiooic = 0.65 + +* Dump voltage upper limit * +*--------------------------* +icc = 34 +ixc = 51 * fvdump +ixc = 52 * vdalw [kV] +boundu(52) = 10.0 +fvdump = 1.0 +vdalw = 10.0 + +* J_winding pack protection * +*---------------------------* +icc = 35 +ixc = 53 * fjprot +fjprot = 1.0 + +* TF temp marg lower limit * +*--------------------------* +icc = 36 +ixc = 54 * ftmargtf +* Minimum allowable temperature margin [K] +tmargmin = 1.5 + +* CS coil temp margin lower limit * +*---------------------------------* +icc = 60 +ixc = 106 * ftmargoh +tmargmin_cs = 1.5 + +* Lower limit on taup/taueff (ratio alpha particle/energy confinement times) * +*-------------------------------------------------------------------------------* +icc = 62 +ixc = 110 * ftaulimit +taulimit = 5.0 + +* dump time constraint for VV stresses * +*--------------------------------------* +icc = 65 +ixc = 113 * fmaxvvstress +fmaxvvstress = 1.0 + +* CS stress limit * +*-----------------* +icc = 72 +ixc = 123 * foh_stress +foh_stress = 1.0 +* allowable hoop stress in Central Solenoid structural material [Pa] +alstroh = 7.5D8 + +* neped\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
tagobjf_namenorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...itvar041_namexcm041itvar042_namexcm042itvar043_namexcm043itvar044_namexcm044itvar045_namexcm045
0large tokamak 1major radius1.6beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
\n", + "

1 rows × 93 columns

\n", + "" + ], + "text/plain": [ + " tag objf_name norm_objf itvar001_name xcm001 \\\n", + "0 large tokamak 1 major radius 1.6 beta 1.1216 \n", + "\n", + " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", + "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "\n", + " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", + "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "\n", + " itvar044_name xcm044 itvar045_name xcm045 \n", + "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "\n", + "[1 rows x 93 columns]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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tagobjf_namenorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...itvar041_namexcm041itvar042_namexcm042itvar043_namexcm043itvar044_namexcm044itvar045_namexcm045
0large tokamak 1major radius1.60beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
1large tokamak 2major radius1.63beta1.3216dene1.0756fwalld0.51758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.1083
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\n", + "
" + ], + "text/plain": [ + " tag objf_name norm_objf itvar001_name xcm001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", + "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", + "\n", + " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", + "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", + "\n", + " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", + "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "\n", + " itvar044_name xcm044 itvar045_name xcm045 \n", + "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", + "\n", + "[2 rows x 93 columns]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "runs_metadata = [\n", + " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", + " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", + "]\n", + "\n", + "plot_mfile_solutions(\n", + " runs_metadata=runs_metadata,\n", + " plot_title=\"2 large tokamak solutions\",\n", + ")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot one solution normalised to another\n", + "\n", + "Normalised differences, relative to the a given solution, can also be plotted:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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tagobjf_namenorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...itvar041_namexcm041itvar042_namexcm042itvar043_namexcm043itvar044_namexcm044itvar045_namexcm045
0large tokamak 1major radius1.60beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
1large tokamak 2major radius1.63beta1.3216dene1.0756fwalld0.51758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.1083
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2 rows × 93 columns

\n", + "
" + ], + "text/plain": [ + " tag objf_name norm_objf itvar001_name xcm001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", + "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", + "\n", + " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", + "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", + "\n", + " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", + "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "\n", + " itvar044_name xcm044 itvar045_name xcm045 \n", + "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", + "\n", + "[2 rows x 93 columns]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_mfile_solutions(\n", + " runs_metadata=runs_metadata,\n", + " plot_title=\"Large tokamak 2 solution, relative to large tokamak 1\",\n", + " normalise=True,\n", + " normalising_tag=\"large tokamak 1\",\n", + ")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot multiple solutions normalised by one\n", + "\n", + "Plot two MFILEs, normalised by a third MFILE." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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tagobjf_namenorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...itvar041_namexcm041itvar042_namexcm042itvar043_namexcm043itvar044_namexcm044itvar045_namexcm045
0large tokamak 1major radius1.60beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
1large tokamak 2major radius1.63beta1.3216dene1.0756fwalld0.51758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.1083
2large tokamak 3major radius1.50beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
\n", + "

3 rows × 93 columns

\n", + "
" + ], + "text/plain": [ + " tag objf_name norm_objf itvar001_name xcm001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", + "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", + "2 large tokamak 3 major radius 1.50 beta 1.1216 \n", + "\n", + " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", + "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", + "2 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "\n", + " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", + "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "2 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "\n", + " itvar044_name xcm044 itvar045_name xcm045 \n", + "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", + "2 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "\n", + "[3 rows x 93 columns]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "runs_metadata = [\n", + " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", + " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", + " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", + "]\n", + "\n", + "plot_mfile_solutions(\n", + " runs_metadata,\n", + " \"2 large tokamak solutions, relative to large tokamak 1\",\n", + " normalise=True,\n", + " normalising_tag=\"large tokamak 1\",\n", + ")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "process", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.9" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/plot_solutions.py b/examples/plot_solutions.py new file mode 100644 index 0000000000..74b4c41c80 --- /dev/null +++ b/examples/plot_solutions.py @@ -0,0 +1,97 @@ +# %% [markdown] +# # `plot_solutions` Solution Comparison Tool +# +# This tool plots the solution vectors (i.e. final values of optimisation parameters) for different runs of PROCESS. This allows visual comparisons of different solution points. + +# %% +# Reload Process each time (keep editable install up-to-date) +# %load_ext autoreload +# %autoreload 2 + +from process.io.plot_solutions import RunMetadata, plot_mfile_solutions +from pathlib import Path + +# %% [markdown] +# ## Plot single solution +# +# Plot a single solution, showing optimisation parameters normalised to their initial values. + +# %% +data_dir = Path("data") +runs_metadata = [ + RunMetadata(data_dir / "large_tokamak_1_MFILE.DAT", "large tokamak 1"), +] + +plot_mfile_solutions( + runs_metadata=runs_metadata, + plot_title="Large tokamak solution 1", +) + +# %% [markdown] +# ## Plot two solutions +# +# Plot two MFILEs together, showing normalised values of the optimisation parameters at the solution points, as well as the objective function values. + +# %% +runs_metadata = [ + RunMetadata(data_dir / "large_tokamak_1_MFILE.DAT", "large tokamak 1"), + RunMetadata(data_dir / "large_tokamak_2_MFILE.DAT", "large tokamak 2"), +] + +plot_mfile_solutions( + runs_metadata=runs_metadata, + plot_title="2 large tokamak solutions", +) + +# %% [markdown] +# ## Plot one solution normalised to another +# +# Normalised differences, relative to the a given solution, can also be plotted: + +# %% +plot_mfile_solutions( + runs_metadata=runs_metadata, + plot_title="Large tokamak 2 solution, relative to large tokamak 1", + normalise=True, + normalising_tag="large tokamak 1", +) + +# %% [markdown] +# ## Plot multiple solutions normalised by one +# +# Plot two MFILEs, normalised by a third MFILE. + +# %% +runs_metadata = [ + RunMetadata(data_dir / "large_tokamak_1_MFILE.DAT", "large tokamak 1"), + RunMetadata(data_dir / "large_tokamak_2_MFILE.DAT", "large tokamak 2"), + RunMetadata(data_dir / "large_tokamak_3_MFILE.DAT", "large tokamak 3"), +] + +plot_mfile_solutions( + runs_metadata, + "2 large tokamak solutions, relative to large tokamak 1", + normalise=True, + normalising_tag="large tokamak 1", +) + +# %% [markdown] +# ## RMS Errors +# +# Plot RMS errors of multiple solutions relative to a reference solution. + +# %% +runs_metadata = [ + RunMetadata(data_dir / "large_tokamak_1_MFILE.DAT", "large tokamak 1"), + RunMetadata(data_dir / "large_tokamak_2_MFILE.DAT", "large tokamak 2"), + RunMetadata(data_dir / "large_tokamak_3_MFILE.DAT", "large tokamak 3"), + RunMetadata(data_dir / "large_tokamak_4_MFILE.DAT", "large tokamak 4"), +] + +plot_mfile_solutions( + runs_metadata, + "4 large tokamak solutions with RMS errors normalised to large tokamak 2", + normalise=False, + normalising_tag="large tokamak 2", + rmse=True, +) diff --git a/process/io/plot_solutions.py b/process/io/plot_solutions.py new file mode 100644 index 0000000000..94d2863e0d --- /dev/null +++ b/process/io/plot_solutions.py @@ -0,0 +1,348 @@ +"""Plot solution vectors from MFILEs to compare them. + +This tool plots multiple solutions, or their differences, to allow comparisons +of the solution vectors and objective function values. + +This tool can: +1. Plot solutions from any number of arbitrary MFILEs, or their differences +(plot_mfile_solutions()) +""" + +from process.io.mfile import MFile +from pathlib import Path +import pandas as pd + +import matplotlib.pyplot as plt +import logging +import seaborn as sns +from dataclasses import dataclass, asdict +from typing import Optional, Sequence, List, Dict + + +# Variables of interest in mfiles and subsequent dataframes +# Be specific about exact names, patterns and regex +NORM_OPT_PARAM_VALUE_PATTERN = "xcm" +NORM_OPT_PARAM_NAME_REGEX = r"itvar\d{3}_name" +NORM_OBJF_PATTERN = "objf" +NORM_OBJF_VALUE = "norm_objf" +NORM_OBJF_NAME = "objf_name" +TAG_REGEX = r"tag$" +TAG = "tag" + +logger = logging.getLogger(__name__) + + +@dataclass +class RunMetadata: + """Metadata for a given Process run. + + Define mfile for run and other information to identify it. Depending on + what is being run/plotted, different fields can be undefined. + """ + + mfile_path: Path + tag: str + + +def plot_mfile_solutions( + runs_metadata: Sequence[RunMetadata], + plot_title: str, + normalise: Optional[bool] = False, + normalising_tag: Optional[str] = None, +) -> pd.DataFrame: + """Plot multiple solutions, optionally normalised by a given solution. + + :param runs_metadata: list of RunMetadata objects + :type runs_metadata: Sequence[RunMetadata] + :param plot_title: title of plot + :type plot_title: str + :param normalise: normalise optimisation parameters to a given solution, defaults to False + :type normalise: Optional[bool], optional + :param normalising_tag: tag for solution to normalise with, defaults to None + :type normalising_tag: str, optional + """ + # TODO Should return ax too? + # Create dataframe from runs metadata: mfile data with a tag for each run + results_df = _create_df_from_run_metadata(runs_metadata) + + # Filter for tag, optimisation parameters and objective function + filtered_results_df = _filter_vars_of_interest(results_df) + + if normalise: + # Calculate the normalised diffs relative to the tagged solution + plot_results_df = _normalise_diffs( + filtered_results_df, normalising_tag=normalising_tag + ) + else: + # Don't perform any processing of results + plot_results_df = filtered_results_df + + _plot_solutions( + plot_results_df, + plot_title=plot_title, + normalise=normalise, + normalising_tag=normalising_tag, + ) + + return filtered_results_df + + +def _extract_mfile_data(mfile_path: Path) -> Dict: + """Extract data from mfile and return as dict. + + Also include the names of the optimisation parameters. + + :param mfile_path: mfile to extract data from + :type mfile_path: pathlib.Path + :return: dict of all data in mfile + :rtype: dict + """ + mfile = MFile(str(mfile_path)) + mfile_data = {} + + for var in mfile.data.keys(): + if var.startswith("itvar"): + # Iteration variable: get name too + mfile_data[f"{var}_name"] = mfile.data[var].var_description + + # Extract value + mfile_data[var] = mfile.data[var].get_scan(-1) + + return mfile_data + + +def _create_df_from_run_metadata(runs_metadata: Sequence[RunMetadata]) -> pd.DataFrame: + """Create a dataframe from multiple mfiles. + + Uses RunMetadata objects. + :param runs_metadata: scenarios and solvers that have been run + :type runs_metadata: Sequence[RunMetadata] + :return: dataframe of all results + :rtype: pandas.DataFrame + """ + results = [] + for run_metadata in runs_metadata: + if Path(run_metadata.mfile_path).exists(): + mfile_data = _extract_mfile_data(run_metadata.mfile_path) + else: + raise FileNotFoundError( + f"The MFILE {run_metadata.mfile_path} doesn't exist" + ) + # Merge each run's metadata and results into one dict + results.append({**asdict(run_metadata), **mfile_data}) + + return pd.DataFrame(results) + + +def _separate_norm_solution( + results_df: pd.DataFrame, normalising_tag: Optional[str] = None +) -> tuple[pd.DataFrame]: + """Separate solutions df into normalising row and rows to be normalised. + + :param results_df: multiple solutions dataframe + :type results_df: pd.DataFrame + :param normalising_tag: tag to identify row to normalise with, defaults to None + :type normalising_tag: Optional[str], optional + :return: normalising row, rows to be normalised + :rtype: tuple[pd.DataFrame] + """ + # If no normalising tag specified, use first solution to normalise + if normalising_tag is None: + normalising_tag = results_df.loc[0][TAG] + + # Split results into normalising and non-normalising solutions + normalising_soln = results_df[results_df[TAG] == normalising_tag] + non_normalising_solns = results_df[results_df[TAG] != normalising_tag] + + return normalising_soln, non_normalising_solns + + +def _filter_opt_params(results: pd.DataFrame, filter_in: bool = True) -> pd.DataFrame: + """Filter optimsation parameters in or out of results. + + :param results: multiple solutions + :type results: pd.DataFrame + :param filter_in: include opt params, defaults to True + :type filter_in: bool, optional + :return: multiple solutions with opt params filtered in or out + :rtype: pd.DataFrame + """ + is_opt_param = results.columns.str.contains(f"{NORM_OPT_PARAM_VALUE_PATTERN}") + if filter_in: + # TODO Check this loc can't be removed + filtered_results = results.loc[:, is_opt_param] + else: + filtered_results = results.loc[:, ~is_opt_param] + return filtered_results + + +def _normalise_diffs( + results_df: pd.DataFrame, normalising_tag: Optional[str] = None +) -> pd.DataFrame: + """Normalise differences of multiple solutions with a normalising solution. + + :param results_df: dataframe of two solutions (same scenario, different solvers) + :type results_df: pandas.DataFrame + :param normalising_tag: tag to normalise other solutions with, defaults to None + :type normalising_tag: str, optional + :return: normalised differences + :rtype: pandas.DataFrame + """ + normalising_soln, non_normalising_solns = _separate_norm_solution( + results_df, normalising_tag + ) + # Solution to normalise with + normalising_soln_opt_params = _filter_opt_params(normalising_soln) + # Solutions that need normalised diffs calculating + non_normalising_solns_opt_params = _filter_opt_params(non_normalising_solns) + + # Calculate the normalised differences between multiple solutions + # for optimisation parameters + normalising_soln_opt_params_np = normalising_soln_opt_params.to_numpy() + normalised_solns_opt_params = ( + non_normalising_solns_opt_params - normalising_soln_opt_params_np + ) / abs(normalising_soln_opt_params_np) + + # Combine dfs to get non-numerical info (metadata) alongside normalised diffs + # e.g. tag, objf_name + non_normalising_solns_metadata = _filter_opt_params( + non_normalising_solns, filter_in=False + ) + normalised_solns = pd.concat( + [non_normalising_solns_metadata, normalised_solns_opt_params], axis=1 + ) + + return normalised_solns + + +def _filter_vars_of_interest( + results_df: pd.DataFrame, extra_var_names: Optional[List[str]] = None +) -> pd.DataFrame: + """Filter variables of interest from full results for all solutions. + + :param results_df: full results for all solutions + :type results_df: pandas.DataFrame + :param extra_var_names: other variables of interest to filter, defaults to None + :type extra_var_names: List[str], optional + :return: variables of interest + :rtype: pandas.DataFrame + """ + if extra_var_names is None: + extra_var_names = [] + + # Filter for optimisation parameters (normalised to initial value + # e.g. xcm001) values and names, objective function value and name, plus + # any extra variables + filtered_results = results_df.filter( + regex=( + f"{TAG_REGEX}|{NORM_OPT_PARAM_VALUE_PATTERN}|{NORM_OPT_PARAM_NAME_REGEX}|" + f"{NORM_OBJF_PATTERN}|{'|'.join(extra_var_names)}".rstrip("|") + ) + ) + + return filtered_results + + +def _plot_solutions( + diffs_df: pd.DataFrame, plot_title: str, normalise: bool, normalising_tag: str +): + """Plot multiple solutions, optionally normalised by a given solution. + + :param diffs_df: normalised diffs for optimisation parameters and objective function + :type diffs_df: pandas.DataFrame + :param plot_title: title of plot + :type plot_title: str + :param normalise: normalise optimisation parameters to a given solution + :type normalise: bool + :param normalising_tag: tag for normalising solution + :type normalising_tag: str + """ + # Separate optimisation parameters and objective dfs + opt_params_df = diffs_df.filter( + regex=f"{NORM_OPT_PARAM_VALUE_PATTERN}|{NORM_OPT_PARAM_NAME_REGEX}|{TAG}" + ) + norm_objf_df = diffs_df.filter(regex=f"{NORM_OBJF_PATTERN}|{TAG}") + + # Further separate objective function values only, for plotting + norm_objf_values_df = norm_objf_df.filter(regex=f"{NORM_OBJF_VALUE}|{TAG}") + + # Acquire objective function name(s), then check only one type is being plotted + objf_list = norm_objf_df[NORM_OBJF_NAME].unique() + + if len(objf_list) != 1: + raise ValueError("Can't plot different objective functions on the same plot") + + objf_name = objf_list[0] + + # Now separate optimisation parameter values from their names + opt_params_values_df = opt_params_df.filter( + regex=f"{NORM_OPT_PARAM_VALUE_PATTERN}|{TAG}" + ) + opt_params_names_df = opt_params_df.filter(regex=NORM_OPT_PARAM_NAME_REGEX) + + # Replace xcm--- optimisation parameter column headers with actual var names + # in sub-df: allows plotting showing actual var names + # eg. column headers "tag, xcm001, xcm002, ..." become + # "tag, bt, rmajor, ..." + # Normalising row may have been filtered out; reset index to ensure + # opt param names in row 0 + opt_params_names_df_reset = opt_params_names_df.reset_index(drop=True) + opt_params_names = opt_params_names_df_reset.loc[0].values.tolist() + + # Need to include tag column as first column header + opt_params_names.insert(0, TAG) + opt_params_values_with_names_df = opt_params_values_df.set_axis( + opt_params_names, axis=1 + ) + + # Separate optimisation parameters and objective function subplots + fig, ax = plt.subplots(ncols=2, width_ratios=[7, 1]) + fig.suptitle(plot_title) + + # Strip plot for optimisation parameters + # Melt df (wide to long-form) for seaborn plotting with jitter + opt_params_values_with_names_df_melt = opt_params_values_with_names_df.melt( + id_vars=TAG + ) + sns.stripplot( + data=opt_params_values_with_names_df_melt, + x="variable", + y="value", + hue=TAG, + jitter=True, + ax=ax[0], + formatter=lambda label: label.lstrip("xcm0"), + ) + # TODO Still require this formatter? + + if normalise: + ax[0].set_ylabel(f"Normalised difference to {normalising_tag}") + else: + ax[0].set_ylabel("Value normalised to initial point") + + ax[0].set_xlabel("Optimisation parameter") + ax[0].legend() + ax[0].tick_params("x", labelrotation=90) + ax[0].grid(axis="x") + + # Plot objf change separately + # Melt for seaborn stripplot + norm_objf_values_df_melt = norm_objf_values_df.melt(id_vars=TAG) + sns.stripplot( + data=norm_objf_values_df_melt, + x="variable", + y="value", + hue=TAG, + jitter=True, + ax=ax[1], + formatter=lambda label: objf_name, + ) + + ax[1].get_legend().remove() + # Objective function values are not normalised (no initial value): be explicit + ax[1].set_ylabel("Value") + + ax[1].set_xlabel("Objective\nfunction") + + # Ensure title doesn't overlap plots + fig.tight_layout() diff --git a/requirements.txt b/requirements.txt index 7d757f5a91..f4ca6149e0 100644 --- a/requirements.txt +++ b/requirements.txt @@ -22,3 +22,4 @@ PyVMCON>=2.1.0,<3.0.0 CoolProp>=6.4 Jinja2>=3.0 cvxpy!=1.3.0,!=1.3.1 +seaborn>=0.12.2 diff --git a/setup.py b/setup.py index 62242ca2ac..2a91724ca1 100644 --- a/setup.py +++ b/setup.py @@ -45,6 +45,7 @@ "numba>=0.57", "PyVMCON>=2.1.0,<3.0.0", "CoolProp>=6.4", + "seaborn>=0.12.2", ], "extras_require": {"test": ["pytest"]}, "entry_points": { diff --git a/tests/integration/data/large_tokamak_1_MFILE.DAT b/tests/integration/data/large_tokamak_1_MFILE.DAT new file mode 100644 index 0000000000..64ce2913b4 --- /dev/null +++ b/tests/integration/data/large_tokamak_1_MFILE.DAT @@ -0,0 +1,1801 @@ + # PROCESS # + # Power Reactor Optimisation Code # + # PROCESS # + # Power Reactor Optimisation Code # + PROCESS_version_number__________________________________________________ (procver)_____________________ "3.0.2 R" + Date_of_run_____________________________________________________________ (date)________________________ "08/02/2024" + Time_of_run_____________________________________________________________ (time)________________________ "10:56" + User____________________________________________________________________ (username)____________________ "timothyn" + PROCESS_run_title_______________________________________________________ (runtitle)____________________ "Generic large tokamak + PROCESS_tag_number______________________________________________________ (tagno)_______________________ "v3.0.2-7-gec9530fb1" + PROCESS_git_branch_name_________________________________________________ (branch_name)_________________ "3033-inequality-constraint-for-injected-power-coded-with-the-wrong-signbug" + PROCESS_last_commit_message_____________________________________________ (commsg)______________________ "Merge branch |main| into 3033-inequality-constraint-for-injected-power-coded-with-the-wrong-signbug + Input_filename__________________________________________________________ (fileprefix)__________________ "/private/var/folders/2c/5k4t0wm94jxdmnqwdvn_h59r0000gq/T/pytest-of-timothynunn/pytest-56/test_scenario_large_tokamak_0/IN.DAT " + # Numerics # + VMCON_error_flag________________________________________________________ (ifail)_______________________ 1 + # PROCESS found a feasible solution # + Number_of_iteration_variables___________________________________________ (nvar)________________________ 45 + Number_of_constraints_(total)___________________________________________ (neqns+nineqns)_______________ 26 + Optimisation_switch_____________________________________________________ (ioptimz)_____________________ 1 + Figure_of_merit_switch__________________________________________________ (minmax)______________________ 1 + Objective_function_name_________________________________________________ (objf_name)___________________ "major radius" + Square_root_of_the_sum_of_squares_of_the_constraint_residuals___________ (sqsumsq)_____________________ 1.8713E-04 OP + VMCON_convergence_parameter_____________________________________________ (convergence_parameter)_______ 0.0000E+00 OP + Normalised_objective_function___________________________________________ (norm_objf)___________________ 1.6000E+00 OP + Number_of_VMCON_iterations______________________________________________ (nviter)______________________ 0 OP + beta____________________________________________________________________ (itvar001)____________________ 3.3648E-02 + beta_(final_value/initial_value)________________________________________ (xcm001)______________________ 1.1216E+00 + beta_(range_normalised)_________________________________________________ (nitvar001)___________________ 3.2681E-02 + dene____________________________________________________________________ (itvar002)____________________ 8.0667E+19 + dene_(final_value/initial_value)________________________________________ (xcm002)______________________ 1.0756E+00 + dene_(range_normalised)_________________________________________________ (nitvar002)___________________ 7.1381E-02 + fwalld__________________________________________________________________ (itvar003)____________________ 5.0758E-01 + fwalld_(final_value/initial_value)______________________________________ (xcm003)______________________ 5.0758E-01 + fwalld_(range_normalised)_______________________________________________ (nitvar003)___________________ 5.0709E-01 + ffuspow_________________________________________________________________ (itvar004)____________________ 5.4006E-01 + ffuspow_(final_value/initial_value)_____________________________________ (xcm004)______________________ 5.4006E-01 + ffuspow_(range_normalised)______________________________________________ (nitvar004)___________________ 5.3960E-01 + ftburn__________________________________________________________________ (itvar005)____________________ 9.9940E-01 + ftburn_(final_value/initial_value)______________________________________ (xcm005)______________________ 9.9940E-01 + ftburn_(range_normalised)_______________________________________________ (nitvar005)___________________ 9.9940E-01 + flhthresh_______________________________________________________________ (itvar006)____________________ 1.6735E+00 + flhthresh_(final_value/initial_value)___________________________________ (xcm006)______________________ 1.6735E+00 + flhthresh_(range_normalised)____________________________________________ (nitvar006)___________________ 7.4836E-02 + fpinj___________________________________________________________________ (itvar007)____________________ 4.0071E-01 + fpinj_(final_value/initial_value)_______________________________________ (xcm007)______________________ 4.0071E-01 + fpinj_(range_normalised)________________________________________________ (nitvar007)___________________ 4.0011E-01 + fpnetel_________________________________________________________________ (itvar008)____________________ 1.0000E+00 + fpnetel_(final_value/initial_value)_____________________________________ (xcm008)______________________ 1.0000E+00 + fpnetel_(range_normalised)______________________________________________ (nitvar008)___________________ 1.0000E+00 + fbetatry________________________________________________________________ (itvar009)____________________ 5.0870E-01 + fbetatry_(final_value/initial_value)____________________________________ (xcm009)______________________ 1.0174E+00 + fbetatry_(range_normalised)_____________________________________________ (nitvar009)___________________ 5.0821E-01 + fpeakb__________________________________________________________________ (itvar010)____________________ 8.6988E-01 + fpeakb_(final_value/initial_value)______________________________________ (xcm010)______________________ 8.6988E-01 + fpeakb_(range_normalised)_______________________________________________ (nitvar010)___________________ 8.6975E-01 + coheof__________________________________________________________________ (itvar011)____________________ 2.0264E+07 + coheof_(final_value/initial_value)______________________________________ (xcm011)______________________ 1.3510E+00 + coheof_(range_normalised)_______________________________________________ (nitvar011)___________________ 2.0185E-01 + fjohc___________________________________________________________________ (itvar012)____________________ 5.5541E-01 + fjohc_(final_value/initial_value)_______________________________________ (xcm012)______________________ 9.2569E-01 + fjohc_(range_normalised)________________________________________________ (nitvar012)___________________ 5.5092E-01 + fjohc0__________________________________________________________________ (itvar013)____________________ 5.4190E-01 + fjohc0_(final_value/initial_value)______________________________________ (xcm013)______________________ 9.0316E-01 + fjohc0_(range_normalised)_______________________________________________ (nitvar013)___________________ 5.4144E-01 + fcohbop_________________________________________________________________ (itvar014)____________________ 9.4380E-01 + fcohbop_(final_value/initial_value)_____________________________________ (xcm014)______________________ 1.0487E+00 + fcohbop_(range_normalised)______________________________________________ (nitvar014)___________________ 9.4374E-01 + fiooic__________________________________________________________________ (itvar015)____________________ 7.1737E-01 + fiooic_(final_value/initial_value)______________________________________ (xcm015)______________________ 1.1036E+00 + fiooic_(range_normalised)_______________________________________________ (nitvar015)___________________ 7.1709E-01 + fvdump__________________________________________________________________ (itvar016)____________________ 9.5837E-01 + fvdump_(final_value/initial_value)______________________________________ (xcm016)______________________ 9.5837E-01 + fvdump_(range_normalised)_______________________________________________ (nitvar016)___________________ 9.5833E-01 + vdalw___________________________________________________________________ (itvar017)____________________ 9.5837E+00 + vdalw_(final_value/initial_value)_______________________________________ (xcm017)______________________ 9.5837E-01 + vdalw_(range_normalised)________________________________________________ (nitvar017)___________________ 9.5837E-01 + fjprot__________________________________________________________________ (itvar018)____________________ 9.9639E-01 + fjprot_(final_value/initial_value)______________________________________ (xcm018)______________________ 9.9639E-01 + fjprot_(range_normalised)_______________________________________________ (nitvar018)___________________ 9.9639E-01 + ftmargtf________________________________________________________________ (itvar019)____________________ 9.9673E-01 + ftmargtf_(final_value/initial_value)____________________________________ (xcm019)______________________ 9.9673E-01 + ftmargtf_(range_normalised)_____________________________________________ (nitvar019)___________________ 9.9672E-01 + ftmargoh________________________________________________________________ (itvar020)____________________ 9.9653E-01 + ftmargoh_(final_value/initial_value)____________________________________ (xcm020)______________________ 9.9653E-01 + ftmargoh_(range_normalised)_____________________________________________ (nitvar020)___________________ 9.9652E-01 + ftaulimit_______________________________________________________________ (itvar021)____________________ 7.1930E-01 + ftaulimit_(final_value/initial_value)___________________________________ (xcm021)______________________ 7.1930E-01 + ftaulimit_(range_normalised)____________________________________________ (nitvar021)___________________ 7.1902E-01 + fmaxvvstress____________________________________________________________ (itvar022)____________________ 4.2966E-01 + fmaxvvstress_(final_value/initial_value)________________________________ (xcm022)______________________ 4.2966E-01 + fmaxvvstress_(range_normalised)_________________________________________ (nitvar022)___________________ 4.2909E-01 + foh_stress______________________________________________________________ (itvar023)____________________ 9.0092E-01 + foh_stress_(final_value/initial_value)__________________________________ (xcm023)______________________ 9.0092E-01 + foh_stress_(range_normalised)___________________________________________ (nitvar023)___________________ 9.0082E-01 + fne0____________________________________________________________________ (itvar024)____________________ 5.9638E-01 + fne0_(final_value/initial_value)________________________________________ (xcm024)______________________ 5.9638E-01 + fne0_(range_normalised)_________________________________________________ (nitvar024)___________________ 5.9598E-01 + fpsepbqar_______________________________________________________________ (itvar025)____________________ 1.0000E+00 + fpsepbqar_(final_value/initial_value)___________________________________ (xcm025)______________________ 1.0000E+00 + fpsepbqar_(range_normalised)____________________________________________ (nitvar025)___________________ 1.0000E+00 + fstrcase________________________________________________________________ (itvar026)____________________ 9.9670E-01 + fstrcase_(final_value/initial_value)____________________________________ (xcm026)______________________ 9.9670E-01 + fstrcase_(range_normalised)_____________________________________________ (nitvar026)___________________ 9.9670E-01 + fstrcond________________________________________________________________ (itvar027)____________________ 8.5185E-01 + fstrcond_(final_value/initial_value)____________________________________ (xcm027)______________________ 8.5185E-01 + fstrcond_(range_normalised)_____________________________________________ (nitvar027)___________________ 8.5171E-01 + bt______________________________________________________________________ (itvar028)____________________ 5.2940E+00 + bt_(final_value/initial_value)__________________________________________ (xcm028)______________________ 9.2877E-01 + bt_(range_normalised)___________________________________________________ (nitvar028)___________________ 1.7619E-01 + rmajor__________________________________________________________________ (itvar029)____________________ 8.0000E+00 + rmajor_(final_value/initial_value)______________________________________ (xcm029)______________________ 1.0000E+00 + rmajor_(range_normalised)_______________________________________________ (nitvar029)___________________ 0.0000E+00 + te______________________________________________________________________ (itvar030)____________________ 1.2489E+01 + te_(final_value/initial_value)__________________________________________ (xcm030)______________________ 1.0407E+00 + te_(range_normalised)___________________________________________________ (nitvar030)___________________ 7.3903E-02 + hfact___________________________________________________________________ (itvar031)____________________ 1.1886E+00 + hfact_(final_value/initial_value)_______________________________________ (xcm031)______________________ 1.0805E+00 + hfact_(range_normalised)________________________________________________ (nitvar031)___________________ 9.8961E-01 + tfcth___________________________________________________________________ (itvar032)____________________ 1.2000E+00 + tfcth_(final_value/initial_value)_______________________________________ (xcm032)______________________ 1.0000E+00 + tfcth_(range_normalised)________________________________________________ (nitvar032)___________________ 1.1628E-01 + ohcth___________________________________________________________________ (itvar033)____________________ 5.7587E-01 + ohcth_(final_value/initial_value)_______________________________________ (xcm033)______________________ 1.1517E+00 + ohcth_(range_normalised)________________________________________________ (nitvar033)___________________ 2.8441E-02 + q_______________________________________________________________________ (itvar034)____________________ 3.5961E+00 + q_(final_value/initial_value)___________________________________________ (xcm034)______________________ 1.0275E+00 + q_(range_normalised)____________________________________________________ (nitvar034)___________________ 1.2684E-02 + bore____________________________________________________________________ (itvar035)____________________ 1.9854E+00 + bore_(final_value/initial_value)________________________________________ (xcm035)______________________ 9.9271E-01 + bore_(range_normalised)_________________________________________________ (nitvar035)___________________ 1.9045E-01 + fvsbrnni________________________________________________________________ (itvar036)____________________ 4.3358E-01 + fvsbrnni_(final_value/initial_value)____________________________________ (xcm036)______________________ 1.0839E+00 + fvsbrnni_(range_normalised)_____________________________________________ (nitvar036)___________________ 4.3301E-01 + tdmptf__________________________________________________________________ (itvar037)____________________ 1.8429E+01 + tdmptf_(final_value/initial_value)______________________________________ (xcm037)______________________ 7.3716E-01 + tdmptf_(range_normalised)_______________________________________________ (nitvar037)___________________ 1.8347E-01 + thkcas__________________________________________________________________ (itvar038)____________________ 2.8216E-01 + thkcas_(final_value/initial_value)______________________________________ (xcm038)______________________ 5.6431E-01 + thkcas_(range_normalised)_______________________________________________ (nitvar038)___________________ 2.4437E-01 + thwcndut________________________________________________________________ (itvar039)____________________ 8.0099E-03 + thwcndut_(final_value/initial_value)____________________________________ (xcm039)______________________ 1.0012E+00 + thwcndut_(range_normalised)_____________________________________________ (nitvar039)___________________ 1.0716E-04 + fcutfsu_________________________________________________________________ (itvar040)____________________ 8.4212E-01 + fcutfsu_(final_value/initial_value)_____________________________________ (xcm040)______________________ 1.0526E+00 + fcutfsu_(range_normalised)______________________________________________ (nitvar040)___________________ 7.7755E-01 + cpttf___________________________________________________________________ (itvar041)____________________ 8.9795E+04 + cpttf_(final_value/initial_value)_______________________________________ (xcm041)______________________ 1.3815E+00 + cpttf_(range_normalised)________________________________________________ (nitvar041)___________________ 9.9182E-01 + ralpne__________________________________________________________________ (itvar042)____________________ 8.3954E-02 + ralpne_(final_value/initial_value)______________________________________ (xcm042)______________________ 8.3954E-01 + ralpne_(range_normalised)_______________________________________________ (nitvar042)___________________ 6.7908E-01 + oh_steel_frac___________________________________________________________ (itvar043)____________________ 5.1868E-01 + oh_steel_frac_(final_value/initial_value)_______________________________ (xcm043)______________________ 6.4835E-01 + oh_steel_frac_(range_normalised)________________________________________ (nitvar043)___________________ 5.4550E-01 + fimp(13)________________________________________________________________ (itvar044)____________________ 5.7149E-04 + fimp(13)_(final_value/initial_value)____________________________________ (xcm044)______________________ 1.5039E+00 + fimp(13)_(range_normalised)_____________________________________________ (nitvar044)___________________ 5.7148E-02 + dr_tf_wp________________________________________________________________ (itvar045)____________________ 5.0416E-01 + dr_tf_wp_(final_value/initial_value)____________________________________ (xcm045)______________________ 1.0083E+00 + dr_tf_wp_(range_normalised)_____________________________________________ (nitvar045)___________________ 6.5100E-02 + Beta_consistency__________________normalised_residue____________________ (normres001)__________________ 6.5770E-07 + Global_power_balance_consistency__normalised_residue____________________ (normres002)__________________ 1.2292E-07 + Radial_build_consistency__________normalised_residue____________________ (normres003)__________________ -7.3085E-11 + Density_upper_limit_______________normalised_residue____________________ (normres004)__________________ 1.6272E-08 + Neutron_wall_load_upper_limit_____normalised_residue____________________ (normres005)__________________ 1.4241E-07 + Fusion_power_upper_limit__________normalised_residue____________________ (normres006)__________________ 2.6565E-07 + Burn_time_lower_limit_____________normalised_residue____________________ (normres007)__________________ -1.2011E-04 + L-H_power_threshold_limit_________normalised_residue____________________ (normres008)__________________ -3.0891E-07 + Injection_power_upper_limit_______normalised_residue____________________ (normres009)__________________ 2.4418E-07 + Net_electric_power_lower_limit____normalised_residue____________________ (normres010)__________________ 1.5045E-05 + Beta_upper_limit__________________normalised_residue____________________ (normres011)__________________ 2.4702E-07 + Peak_toroidal_field_upper_limit___normalised_residue____________________ (normres012)__________________ 2.5809E-09 + CS_coil_EOF_current_density_limit_normalised_residue____________________ (normres013)__________________ -8.4245E-08 + CS_coil_BOP_current_density_limit_normalised_residue____________________ (normres014)__________________ 1.9393E-09 + I_op_/_I_critical_(TF_coil)_______normalised_residue____________________ (normres015)__________________ -3.8375E-07 + Dump_voltage_upper_limit__________normalised_residue____________________ (normres016)__________________ -1.5214E-04 + J_winding_pack/J_protection_limit_normalised_residue____________________ (normres017)__________________ -2.9894E-07 + TF_coil_temp._margin_lower_limit__normalised_residue____________________ (normres018)__________________ -1.0631E-06 + CS_temperature_margin_lower_limit_normalised_residue____________________ (normres019)__________________ 8.0251E-08 + taup/taueff_______________________normalised_residue____________________ (normres020)__________________ -1.8772E-08 + Dump_time_set_by_VV_stress________normalised_residue____________________ (normres021)__________________ -1.0026E-07 + CS_Tresca_yield_criterion_________normalised_residue____________________ (normres022)__________________ -1.6044E-07 + ne0_>_neped_______________________normalised_residue____________________ (normres023)__________________ -1.9637E-08 + Upper_Lim._on_Psep_*_Bt_/_q_A_R___normalised_residue____________________ (normres024)__________________ 4.9789E-07 + TF_coil_case_stress_upper_limit___normalised_residue____________________ (normres025)__________________ -4.6757E-07 + TF_coil_conduit_stress_upper_lim__normalised_residue____________________ (normres026)__________________ -4.1375E-07 + # Final Feasible Point # + # Power Reactor Costs (1990 US$) # + First_wall_/_blanket_life_(years)_______________________________________ (fwbllife)____________________ 6.1566E+00 + Divertor_life_(years)___________________________________________________ (divlife.)____________________ 3.9769E+00 + Cost_of_electricity_(m$/kWh)____________________________________________ (coe)_________________________ 5.1257E+02 + # Detailed Costings (1990 US$) # + Acc.22_multiplier_for_Nth_of_a_kind_____________________________________ (fkind)_______________________ 1.0000E+00 + Level_of_Safety_Assurance_______________________________________________ (lsa)_________________________ 4 + # Structures and Site Facilities # + Site_improvements,_facilities,_land_(M$)________________________________ (c211)________________________ 3.5200E+01 + Reactor_building_cost_(M$)______________________________________________ (c212)________________________ 4.5238E+02 + Turbine_building_cost_(M$)______________________________________________ (c213)________________________ 3.8000E+01 + Reactor_maintenance_building_cost_(M$)__________________________________ (c2141)_______________________ 1.0307E+02 + Warm_shop_cost_(M$)_____________________________________________________ (c2142)_______________________ 5.7641E+01 + Tritium_building_cost_(M$)______________________________________________ (c215)________________________ 1.4800E+01 + Electrical_equipment_building_cost_(M$)_________________________________ (c216)________________________ 1.9736E+01 + Additional_buildings_cost_(M$)__________________________________________ (c2171)_______________________ 1.8000E+01 + Control_room_buildings_cost_(M$)________________________________________ (c2172)_______________________ 2.1000E+01 + Shop_and_warehouses_cost_(M$)___________________________________________ (c2173)_______________________ 1.1500E+01 + Cryogenic_building_cost_(M$)____________________________________________ (c2174)_______________________ 6.8891E+00 + Total_account_21_cost_(M$)______________________________________________ (c21)_________________________ 7.7822E+02 + # Reactor Systems # + First_wall_cost_(M$)____________________________________________________ (c2211)_______________________ 1.9130E+02 + Blanket_beryllium_cost_(M$)_____________________________________________ (c22121)______________________ 2.6109E+02 + Blanket_breeder_material_cost_(M$)______________________________________ (c22122)______________________ 6.3985E+02 + Blanket_stainless_steel_cost_(M$)_______________________________________ (c22123)______________________ 8.0726E+01 + Blanket_vanadium_cost_(M$)______________________________________________ (c22124)______________________ 0.0000E+00 + Blanket_total_cost_(M$)_________________________________________________ (c2212)_______________________ 9.8166E+02 + Bulk_shield_cost_(M$)___________________________________________________ (c22131)______________________ 7.8394E+01 + Penetration_shielding_cost_(M$)_________________________________________ (c22132)______________________ 7.8394E+01 + Total_shield_cost_(M$)__________________________________________________ (c2213)_______________________ 1.5679E+02 + Total_support_structure_cost_(M$)_______________________________________ (c2214)_______________________ 4.0933E+01 + Divertor_cost_(M$)______________________________________________________ (c2215)_______________________ 4.1660E+01 + Total_account_221_cost_(M$)_____________________________________________ (c221)________________________ 1.4123E+03 + # Magnets # + TF_coil_conductor_cost_(M$)_____________________________________________ (c22211)______________________ 1.3230E+02 + TF_coil_winding_cost_(M$)_______________________________________________ (c22212)______________________ 5.4263E+01 + TF_coil_case_cost_(M$)__________________________________________________ (c22213)______________________ 4.4365E+02 + TF_intercoil_structure_cost_(M$)________________________________________ (c22214)______________________ 1.5066E+02 + TF_coil_gravity_support_structure_(M$)__________________________________ (c22215)______________________ 4.4659E+01 + TF_magnet_assemblies_cost_(M$)__________________________________________ (c2221)_______________________ 8.2552E+02 + PF_coil_conductor_cost_(M$)_____________________________________________ (c22221)______________________ 4.6409E+02 + PF_coil_winding_cost_(M$)_______________________________________________ (c22222)______________________ 7.6765E+01 + PF_coil_case_cost_(M$)__________________________________________________ (c22223)______________________ 9.4861E+01 + PF_coil_support_structure_cost_(M$)_____________________________________ (c22224)______________________ 8.0235E+00 + PF_magnet_assemblies_cost_(M$)__________________________________________ (c2222)_______________________ 6.4374E+02 + Vacuum_vessel_assembly_cost_(M$)________________________________________ (c2223)_______________________ 2.5404E+02 + Total_account_222_cost_(M$)_____________________________________________ (c222)________________________ 1.7233E+03 + # Power Injection # + ECH_system_cost_(M$)____________________________________________________ (c2231)_______________________ 2.4043E+02 + Lower_hybrid_system_cost_(M$)___________________________________________ (c2232)_______________________ 0.0000E+00 + Neutral_beam_system_cost_(M$)___________________________________________ (c2233)_______________________ 0.0000E+00 + Total_account_223_cost_(M$)_____________________________________________ (c223)________________________ 2.4043E+02 + # Vacuum Systems # + High_vacuum_pumps_cost_(M$)_____________________________________________ (c2241)_______________________ 1.2480E+01 + Backing_pumps_cost_(M$)_________________________________________________ (c2242)_______________________ 4.6800E+00 + Vacuum_duct_cost_(M$)___________________________________________________ (c2243)_______________________ 2.5280E+00 + Valves_cost_(M$)________________________________________________________ (c2244)_______________________ 5.7410E+00 + Duct_shielding_cost_(M$)________________________________________________ (c2245)_______________________ 0.0000E+00 + Instrumentation_cost_(M$)_______________________________________________ (c2246)_______________________ 1.3000E+00 + Total_account_224_cost_(M$)_____________________________________________ (c224)________________________ 2.6729E+01 + # Power Conditioning # + TF_coil_power_supplies_cost_(M$)________________________________________ (c22511)______________________ 4.0144E+00 + TF_coil_breakers_cost_(M$)______________________________________________ (c22512)______________________ 3.4127E+01 + TF_coil_dump_resistors_cost_(M$)________________________________________ (c22513)______________________ 2.1322E+01 + TF_coil_instrumentation_and_control_(M$)________________________________ (c22514)______________________ 4.8000E+00 + TF_coil_bussing_cost_(M$)_______________________________________________ (c22515)______________________ 3.5267E+01 + Total,_TF_coil_power_costs_(M$)_________________________________________ (c2251)_______________________ 9.9531E+01 + PF_coil_power_supplies_cost_(M$)________________________________________ (c22521)______________________ 2.9591E+00 + PF_coil_instrumentation_and_control_(M$)________________________________ (c22522)______________________ 3.6000E+00 + PF_coil_bussing_cost_(M$)_______________________________________________ (c22523)______________________ 1.1995E+01 + PF_coil_burn_power_supplies_cost_(M$)___________________________________ (c22524)______________________ 1.2679E+00 + PF_coil_breakers_cost_(M$)______________________________________________ (c22525)______________________ 1.4709E+01 + PF_coil_dump_resistors_cost_(M$)________________________________________ (c22526)______________________ 4.3206E+00 + PF_coil_ac_breakers_cost_(M$)___________________________________________ (c22527)______________________ 9.0000E-01 + Total,_PF_coil_power_costs_(M$)_________________________________________ (c2252)_______________________ 3.9752E+01 + Total,_energy_storage_cost_(M$)_________________________________________ (c2253)_______________________ 1.6864E+01 + Total_account_225_cost_(M$)_____________________________________________ (c225)________________________ 1.5615E+02 + # Heat Transport System # + Pumps_and_piping_system_cost_(M$)_______________________________________ (cpp)_________________________ 3.6795E+01 + Primary_heat_exchanger_cost_(M$)________________________________________ (chx)_________________________ 7.1692E+01 + Total,_reactor_cooling_system_cost_(M$)_________________________________ (c2261)_______________________ 1.0849E+02 + Pumps,_piping_cost_(M$)_________________________________________________ (cppa)________________________ 2.8417E+01 + Total,_auxiliary_cooling_system_cost_(M$)_______________________________ (c2262)_______________________ 2.8417E+01 + Total,_cryogenic_system_cost_(M$)_______________________________________ (c2263)_______________________ 1.7039E+02 + Total_account_226_cost_(M$)_____________________________________________ (c226)________________________ 3.0729E+02 + # Fuel Handling System # + Fuelling_system_cost_(M$)_______________________________________________ (c2271)_______________________ 2.2300E+01 + Fuel_processing_and_purification_cost_(M$)______________________________ (c2272)_______________________ 1.0229E+02 + Atmospheric_recovery_systems_cost_(M$)__________________________________ (c2273)_______________________ 5.8088E+01 + Nuclear_building_ventilation_cost_(M$)__________________________________ (c2274)_______________________ 6.9201E+01 + Total_account_227_cost_(M$)_____________________________________________ (c227)________________________ 2.5188E+02 + # Instrumentation and Control # + Instrumentation_and_control_cost_(M$)___________________________________ (c228)________________________ 1.5000E+02 + # Maintenance Equipment # + Maintenance_equipment_cost_(M$)_________________________________________ (c229)________________________ 1.2500E+02 + # Total Account 22 Cost # + Total_account_22_cost_(M$)______________________________________________ (c22)_________________________ 4.3931E+03 + # Turbine Plant Equipment # + Turbine_plant_equipment_cost_(M$)_______________________________________ (c23)_________________________ 1.7613E+02 + # Electric Plant Equipment # + Switchyard_equipment_cost_(M$)__________________________________________ (c241)________________________ 1.8400E+01 + Transformers_cost_(M$)__________________________________________________ (c242)________________________ 8.0330E+00 + Low_voltage_equipment_cost_(M$)_________________________________________ (c243)________________________ 6.4513E+00 + Diesel_backup_equipment_cost_(M$)_______________________________________ (c244)________________________ 6.8000E+00 + Auxiliary_facilities_cost_(M$)__________________________________________ (c245)________________________ 1.5000E+00 + Total_account_24_cost_(M$)______________________________________________ (c24)_________________________ 4.1184E+01 + # Miscellaneous Plant Equipment # + Miscellaneous_plant_equipment_cost_(M$)_________________________________ (c25)_________________________ 2.5000E+01 + # Heat Rejection System # + Heat_rejection_system_cost_(M$)_________________________________________ (c26)_________________________ 4.9877E+01 + # Plant Direct Cost # + Plant_direct_cost_(M$)__________________________________________________ (cdirt)_______________________ 5.4635E+03 + # Reactor Core Cost # + Reactor_core_cost_(M$)__________________________________________________ (crctcore)____________________ 3.3761E+03 + # Indirect Cost # + Indirect_cost_(M$)______________________________________________________ (c9)__________________________ 1.8221E+03 + # Total Contingency # + Total_contingency_(M$)__________________________________________________ (ccont)_______________________ 1.4207E+03 + # Constructed Cost # + Constructed_cost_(M$)___________________________________________________ (concost)_____________________ 8.7063E+03 + # Interest during Construction # + Interest_during_construction_(M$)_______________________________________ (moneyint)____________________ 1.4365E+03 + # Total Capital Investment # + Total_capital_investment_(M$)___________________________________________ (capcost)_____________________ 1.0143E+04 + # Plant Availability # + Allowable_blanket_neutron_fluence_(MW-yr/m2)____________________________ (abktflnc)____________________ 5.0000E+00 + Allowable_divertor_heat_fluence_(MW-yr/m2)______________________________ (adivflnc)____________________ 7.0000E+00 + First_wall_/_blanket_lifetime_(years)___________________________________ (bktlife)_____________________ 6.1566E+00 OP + Divertor_lifetime_(years)_______________________________________________ (divlife)_____________________ 3.9769E+00 OP + Heating/CD_system_lifetime_(years)______________________________________ (cdrlife)_____________________ 6.1566E+00 OP + Total_plant_lifetime_(years)____________________________________________ (tlife)_______________________ 3.0000E+01 + Total_plant_availability_fraction_______________________________________ (cfactr)______________________ 8.0000E-01 + Number_of_fusion_cycles_to_reach_allowable_fw/blanket_DPA_______________ (bktcycles)___________________ 1.5787E+04 + # Plasma # + Tokamak_aspect_ratio_=_Conventional,_itart_=_0__________________________ (itart)_______________________ 0.0000E+00 + Major_radius_(m)________________________________________________________ (rmajor)______________________ 8.0000E+00 ITV + Minor_radius_(m)________________________________________________________ (rminor)______________________ 2.6667E+00 + Aspect_ratio____________________________________________________________ (aspect)______________________ 3.0000E+00 + Elongation,_X-point_(input_value_used)__________________________________ (kappa)_______________________ 1.8500E+00 + Elongation,_95%_surface_(calculated_from_kappa)_________________________ (kappa95)_____________________ 1.6518E+00 + Elongation,_area_ratio_calc.____________________________________________ (kappaa)______________________ 1.7188E+00 + Triangularity,_X-point_(input_value_used)_______________________________ (triang)______________________ 5.0000E-01 + Triangularity,_95%_surface_(calculated_from_triang)_____________________ (triang95)____________________ 3.3333E-01 + Plasma_poloidal_perimeter_(m)___________________________________________ (pperim)______________________ 2.4081E+01 + Plasma_cross-sectional_area_(m2)________________________________________ (xarea)_______________________ 3.8398E+01 + Plasma_surface_area_(m2)________________________________________________ (sarea)_______________________ 1.1738E+03 OP + Plasma_volume_(m3)______________________________________________________ (vol)_________________________ 1.8882E+03 OP + Plasma_current_scaling_law_used_________________________________________ (icurr)_______________________ 4 + Plasma_current_(MA)_____________________________________________________ (plascur/1D6)_________________ 1.6631E+01 + Current_density_profile_factor__________________________________________ (alphaj)______________________ 1.9805E+00 + Plasma_internal_inductance,_li__________________________________________ (rli)_________________________ 1.2275E+00 + Vertical_field_at_plasma_(T)____________________________________________ (bvert)_______________________ -7.4373E-01 + Vacuum_toroidal_field_at_R_(T)__________________________________________ (bt)__________________________ 5.2940E+00 ITV + Average_poloidal_field_(T)______________________________________________ (bp)__________________________ 8.6787E-01 + Total_field_(sqrt(bp^2_+_bt^2))_(T)_____________________________________ (btot)________________________ 5.3647E+00 + Safety_factor_on_axis___________________________________________________ (q0)__________________________ 1.0000E+00 + Safety_factor_at_95%_flux_surface_______________________________________ (q95)_________________________ 3.5961E+00 ITV + Cylindrical_safety_factor_(qcyl)________________________________________ (qstar)_______________________ 2.9805E+00 + Total_plasma_beta_______________________________________________________ (beta)________________________ 3.3648E-02 ITV + Total_poloidal_beta_____________________________________________________ (betap)_______________________ 1.2857E+00 OP + Total_toroidal_beta_____________________________________________________ ______________________________ 3.4553E-02 OP + Fast_alpha_beta_________________________________________________________ (betaft)______________________ 4.2236E-03 OP + Beam_ion_beta___________________________________________________________ (betanb)______________________ 0.0000E+00 OP + (Fast_alpha_+_beam_physics_variables.beta)/(thermal_physics_variables.be (gammaft)_____________________ 1.4354E-01 OP + Thermal_beta____________________________________________________________ ______________________________ 2.9425E-02 OP + Thermal_poloidal_beta___________________________________________________ ______________________________ 1.1243E+00 OP + Thermal_toroidal_physics_variables.beta_(=_beta-exp)____________________ ______________________________ 3.0215E-02 OP + 2nd_stability_physics_variables.beta_:_beta_p_/_(R/a)___________________ (eps*betap)___________________ 4.2857E-01 + 2nd_stability_physics_variables.beta_upper_limit________________________ (epbetmax)____________________ 1.3800E+00 + Beta_g_coefficient______________________________________________________ (dnbeta)______________________ 4.9099E+00 + Normalised_thermal_beta_________________________________________________ ______________________________ 2.4977E+00 + Normalised_total_beta___________________________________________________ ______________________________ 2.8562E+00 + Normalised_toroidal_beta________________________________________________ (normalised_toroidal_beta)____ 2.9330E+00 + Limit_on_thermal_beta___________________________________________________ (betalim)_____________________ 5.7842E-02 + Plasma_thermal_energy_(J)_______________________________________________ ______________________________ 9.5431E+08 OP + Total_plasma_internal_energy_(J)________________________________________ (total_plasma_internal_energy) 1.0913E+09 OP + Electron_temperature_(keV)______________________________________________ (te)__________________________ 1.2489E+01 ITV + Electron_temperature_on_axis_(keV)______________________________________ (te0)_________________________ 2.5758E+01 + Ion_temperature_(keV)___________________________________________________ (ti)__________________________ 1.2489E+01 + Ion_temperature_on_axis_(keV)___________________________________________ (ti0)_________________________ 2.5758E+01 + Electron_temp.,_density_weighted_(keV)__________________________________ (ten)_________________________ 1.3805E+01 + Electron_density_(/m3)__________________________________________________ (dene)________________________ 8.0667E+19 ITV + Electron_density_on_axis_(/m3)__________________________________________ (ne0)_________________________ 1.0610E+20 OP + Line-averaged_electron_density_(/m3)____________________________________ (dnla)________________________ 8.9334E+19 OP + Line-averaged_electron_density_/_Greenwald_density______________________ (dnla_gw)_____________________ 1.2000E+00 OP + Ion_density_(/m3)_______________________________________________________ (dnitot)______________________ 7.1669E+19 OP + Fuel_density_(/m3)______________________________________________________ (deni)________________________ 6.4831E+19 OP + Total_impurity_density_with_Z_>_2_(no_He)_(/m3)_________________________ (dnz)_________________________ 4.6503E+16 OP + Helium_ion_density_(thermalised_ions_only)_(/m3)________________________ (dnalp)_______________________ 6.7723E+18 OP + Proton_density_(/m3)____________________________________________________ (dnprot)______________________ 1.8963E+16 OP + Hot_beam_density_(/m3)__________________________________________________ (dnbeam)______________________ 0.0000E+00 OP + Density_limit_from_scaling_(/m3)________________________________________ (dnelimt)_____________________ 7.4445E+19 OP + Density_limit_(enforced)_(/m3)__________________________________________ (boundu(9)*dnelimt)___________ 7.4445E+19 OP + Helium_ion_density_(thermalised_ions_only)_/_electron_density___________ (ralpne)______________________ 8.3954E-02 ITV + H__concentration________________________________________________________ (fimp(01))____________________ 8.0392E-01 OP + He_concentration________________________________________________________ (fimp(02))____________________ 8.3954E-02 + Be_concentration________________________________________________________ (fimp(03))____________________ 0.0000E+00 + C__concentration________________________________________________________ (fimp(04))____________________ 0.0000E+00 + N__concentration________________________________________________________ (fimp(05))____________________ 0.0000E+00 + O__concentration________________________________________________________ (fimp(06))____________________ 0.0000E+00 + Ne_concentration________________________________________________________ (fimp(07))____________________ 0.0000E+00 + Si_concentration________________________________________________________ (fimp(08))____________________ 0.0000E+00 + Ar_concentration________________________________________________________ (fimp(09))____________________ 0.0000E+00 + Fe_concentration________________________________________________________ (fimp(10))____________________ 0.0000E+00 + Ni_concentration________________________________________________________ (fimp(11))____________________ 0.0000E+00 + Kr_concentration________________________________________________________ (fimp(12))____________________ 0.0000E+00 + Xe_concentration________________________________________________________ (fimp(13))____________________ 5.7149E-04 ITV + W__concentration________________________________________________________ (fimp(14))____________________ 5.0000E-06 + Average_mass_of_all_ions_(amu)__________________________________________ (aion)________________________ 2.7252E+00 OP + Effective_charge________________________________________________________ (zeff)________________________ 2.5164E+00 + Density_profile_factor__________________________________________________ (alphan)______________________ 1.0000E+00 + Plasma_profile_model____________________________________________________ (ipedestal)___________________ 1 + Density_pedestal_r/a_location___________________________________________ (rhopedn)_____________________ 9.4000E-01 + Electron_density_pedestal_height_(/m3)__________________________________ (neped)_______________________ 6.3278E+19 OP + Electron_density_at_pedestal_/_nGW______________________________________ (fgwped_out)__________________ 8.5000E-01 + Temperature_pedestal_r/a_location_______________________________________ (rhopedt)_____________________ 9.4000E-01 + Pedestal_scaling_switch_________________________________________________ (ieped)_______________________ 0 + Electron_temp._pedestal_height_(keV)____________________________________ (teped)_______________________ 5.5000E+00 + Electron_temp._at_separatrix_(keV)______________________________________ (tesep)_______________________ 1.0000E-01 + Electron_density_at_separatrix_(/m3)____________________________________ (nesep)_______________________ 3.7223E+19 + Electron_density_at_separatrix_/_nGW____________________________________ (fgwsep_out)__________________ 5.0000E-01 + Temperature_profile_index_______________________________________________ (alphat)______________________ 1.4500E+00 + Temperature_profile_index_beta__________________________________________ (tbeta)_______________________ 2.0000E+00 + Old_ASDEX_model_________________________________________________________ (dlimit(1))___________________ 5.2797E+19 OP + Borrass_ITER_model_I____________________________________________________ (dlimit(2))___________________ 1.0969E+20 OP + Borrass_ITER_model_II___________________________________________________ (dlimit(3))___________________ 4.3575E+19 OP + JET_edge_radiation_model________________________________________________ (dlimit(4))___________________ 3.0227E+21 OP + JET_simplified_model____________________________________________________ (dlimit(5))___________________ 4.3397E+20 OP + Hugill-Murakami_Mq_model________________________________________________ (dlimit(6))___________________ 6.6609E+19 OP + Greenwald_model_________________________________________________________ (dlimit(7))___________________ 7.4445E+19 OP + Deuterium_fuel_fraction_________________________________________________ (fdeut)_______________________ 5.0000E-01 + Tritium_fuel_fraction___________________________________________________ (ftrit)_______________________ 5.0000E-01 + Total_fusion_power_(MW)_________________________________________________ (powfmw)______________________ 1.6202E+03 OP + _=____D-T_fusion_power_(MW)_____________________________________________ (pdt)_________________________ 1.6182E+03 OP + __+___D-D_fusion_power_(MW)_____________________________________________ (pdd)_________________________ 1.9494E+00 OP + __+_D-He3_fusion_power_(MW)_____________________________________________ (pdhe3)_______________________ 0.0000E+00 OP + Alpha_power:_total_(MW)_________________________________________________ (palpmw)______________________ 3.2365E+02 OP + Alpha_power:_beam-plasma_(MW)___________________________________________ (palpnb)______________________ 0.0000E+00 OP + Neutron_power_(MW)______________________________________________________ (pneutmw)_____________________ 1.2953E+03 OP + Charged_particle_power_(excluding_alphas)_(MW)__________________________ (pchargemw)___________________ 1.2659E+00 OP + Total_power_deposited_in_plasma_(MW)____________________________________ (tot_power_plasma)____________ 3.8950E+02 OP + Bremsstrahlung_radiation_power_(MW)_____________________________________ (pbrempv*vol)_________________ 6.5195E+01 OP + Line_radiation_power_(MW)_______________________________________________ (plinepv*vol)_________________ 1.4609E+02 OP + Synchrotron_radiation_power_(MW)________________________________________ (psyncpv*vol)_________________ 1.5187E+01 OP + Synchrotron_wall_reflectivity_factor____________________________________ (ssync)_______________________ 6.0000E-01 + Normalised_minor_radius_defining_'core'_________________________________ (coreradius)__________________ 7.5000E-01 + Fraction_of_core_radiation_subtracted_from_P_L__________________________ (coreradiationfraction)_______ 6.0000E-01 + Radiation_power_from_inner_zone_(MW)____________________________________ (pinnerzoneradmw)_____________ 9.1650E+01 OP + Radiation_power_from_outer_zone_(MW)____________________________________ (pouterzoneradmw)_____________ 1.3482E+02 OP + Total_radiation_power_from_inside_LCFS_(MW)_____________________________ (pradmw)______________________ 2.2647E+02 OP + LCFS_radiation_fraction_=_total_radiation_in_LCFS_/_total_power_deposite (rad_fraction_LCFS)___________ 5.8144E-01 OP + Nominal_mean_radiation_load_on_inside_surface_of_reactor_(MW/m2)________ (photon_wall)_________________ 1.7749E-01 OP + Peaking_factor_for_radiation_wall_load__________________________________ (peakfactrad)_________________ 3.3300E+00 IP + Maximum_permitted_radiation_wall_load_(MW/m^2)__________________________ (maxradwallload)______________ 1.0000E+00 IP + Peak_radiation_wall_load_(MW/m^2)_______________________________________ (peakradwallload)_____________ 5.9106E-01 OP + Fast_alpha_particle_power_incident_on_the_first_wall_(MW)_______________ (palpfwmw)____________________ 1.6182E+01 OP + Nominal_mean_neutron_load_on_inside_surface_of_reactor_(MW/m2)__________ (wallmw)______________________ 1.0152E+00 OP + Power_incident_on_the_divertor_targets_(MW)_____________________________ (ptarmw)______________________ 3.2606E+01 OP + Fraction_of_power_to_the_lower_divertor_________________________________ (ftar)________________________ 1.0000E+00 IP + Outboard_side_heat_flux_decay_length_(m)________________________________ (lambdaio)____________________ 1.5700E-03 OP + Fraction_of_power_on_the_inner_targets__________________________________ (fio)_________________________ 4.1000E-01 OP + Fraction_of_power_incident_on_the_lower_inner_target____________________ (fLI)_________________________ 4.1000E-01 OP + Fraction_of_power_incident_on_the_lower_outer_target____________________ (fLO)_________________________ 5.9000E-01 OP + Power_incident_on_the_lower_inner_target_(MW)___________________________ (pLImw)_______________________ 1.3368E+01 OP + Power_incident_on_the_lower_outer_target_(MW)___________________________ (pLOmw)_______________________ 1.9237E+01 OP + Ohmic_heating_power_(MW)________________________________________________ (pohmmw)______________________ 6.2284E-01 OP + Fraction_of_alpha_power_deposited_in_plasma_____________________________ (falpha)______________________ 9.5000E-01 + Fraction_of_alpha_power_to_electrons____________________________________ (falpe)_______________________ 7.1828E-01 + Fraction_of_alpha_power_to_ions_________________________________________ (falpi)_______________________ 2.8172E-01 + Ion_transport_(MW)______________________________________________________ (ptrimw)______________________ 1.4013E+02 OP + Electron_transport_(MW)_________________________________________________ (ptremw)______________________ 1.5772E+02 OP + Injection_power_to_ions_(MW)____________________________________________ (pinjimw)_____________________ 0.0000E+00 OP + Injection_power_to_electrons_(MW)_______________________________________ (pinjemw)_____________________ 8.0143E+01 OP + Ignited_plasma_switch_(0=not_ignited,_1=ignited)________________________ (ignite)______________________ 0 + Power_into_divertor_zone_via_charged_particles_(MW)_____________________ (pdivt)_______________________ 1.6303E+02 OP + Psep_/_R_ratio_(MW/m)___________________________________________________ (pdivt/rmajor)________________ 2.0378E+01 OP + Psep_Bt_/_qAR_ratio_(MWT/m)_____________________________________________ (pdivtbt/qar)_________________ 1.0000E+01 OP + ITER_1996_scaling:_nominal_(MW)_________________________________________ (pthrmw(1))___________________ 1.2978E+02 OP + ITER_1996_scaling:_upper_bound_(MW)_____________________________________ (pthrmw(2))___________________ 2.8603E+02 OP + ITER_1996_scaling:_lower_bound_(MW)_____________________________________ (pthrmw(3))___________________ 5.8098E+01 OP + ITER_1997_scaling_(1)_(MW)______________________________________________ (pthrmw(4))___________________ 2.1452E+02 OP + ITER_1997_scaling_(2)_(MW)______________________________________________ (pthrmw(5))___________________ 1.7206E+02 OP + Martin_2008_scaling:_nominal_(MW)_______________________________________ (pthrmw(6))___________________ 9.7416E+01 OP + Martin_2008_scaling:_95%_upper_bound_(MW)_______________________________ (pthrmw(7))___________________ 1.2769E+02 OP + Martin_2008_scaling:_95%_lower_bound_(MW)_______________________________ (pthrmw(8))___________________ 6.7143E+01 OP + Snipes_2000_scaling:_nominal_(MW)_______________________________________ (pthrmw(9))___________________ 6.7785E+01 OP + Snipes_2000_scaling:_upper_bound_(MW)___________________________________ (pthrmw(10))__________________ 9.9437E+01 OP + Snipes_2000_scaling:_lower_bound_(MW)___________________________________ (pthrmw(11))__________________ 4.5839E+01 OP + Snipes_2000_scaling_(closed_divertor):_nominal_(MW)_____________________ (pthrmw(12))__________________ 3.1010E+01 OP + Snipes_2000_scaling_(closed_divertor):_upper_bound_(MW)_________________ (pthrmw(13))__________________ 4.3148E+01 OP + Snipes_2000_scaling_(closed_divertor):_lower_bound_(MW)_________________ (pthrmw(14))__________________ 2.2130E+01 OP + Hubbard_2012_L-I_threshold_-_nominal_(MW)_______________________________ (pthrmw(15))__________________ 2.7549E+01 OP + Hubbard_2012_L-I_threshold_-_lower_bound_(MW)___________________________ (pthrmw(16))__________________ 1.4319E+01 OP + Hubbard_2012_L-I_threshold_-_upper_bound_(MW)___________________________ (pthrmw(17))__________________ 5.3005E+01 OP + Hubbard_2017_L-I_threshold______________________________________________ (pthrmw(18))__________________ 2.6202E+02 OP + Martin_2008_aspect_ratio_corrected_scaling:_nominal_(MW)________________ (pthrmw(19))__________________ 9.7416E+01 OP + Martin_2008_aspect_ratio_corrected_scaling:_95%_upper_bound_(MW)________ (pthrmw(20))__________________ 1.2769E+02 OP + Martin_2008_aspect_ratio_corrected_scaling:_95%_lower_bound_(MW)________ (pthrmw(21))__________________ 6.7143E+01 OP + L-H_threshold_power_(enforced)_(MW)_____________________________________ (boundl(103)*plhthresh)_______ 9.7416E+01 OP + L-H_threshold_power_(MW)________________________________________________ (plhthresh)___________________ 9.7416E+01 OP + Confinement_H_factor____________________________________________________ (hfact)_______________________ 1.1886E+00 ITV + Global_thermal_energy_confinement_time_(s)______________________________ (taueff)______________________ 3.2037E+00 + Ion_energy_confinement_time_(s)_________________________________________ (tauei)_______________________ 3.2037E+00 + Electron_energy_confinement_time_(s)____________________________________ (tauee)_______________________ 3.2037E+00 + n.tau_=_Volume-average_electron_density_x_Energy_confinement_time_(s/m3) (dntau)_______________________ 2.5843E+20 OP + Triple_product__(keV_s/m3)______________________________________________ (dntau*te)____________________ 3.2275E+21 OP + Transport_loss_power_assumed_in_scaling_law_(MW)________________________ (powerht)_____________________ 2.9785E+02 OP + Switch_for_radiation_loss_term_usage_in_power_balance___________________ (iradloss)____________________ 1 + Radiation_power_subtracted_from_plasma_power_balance_(MW)_______________ ______________________________ 9.1650E+01 OP + Alpha_particle_confinement_time_(s)_____________________________________ (taup)________________________ 2.2270E+01 + Alpha_particle/energy_confinement_time_ratio____________________________ (taup/taueff)_________________ 6.9512E+00 + Lower_limit_on_taup/taueff______________________________________________ (taulimit)____________________ 5.0000E+00 + Total_energy_confinement_time_including_radiation_loss_(s)______________ (total_energy_conf_time)______ 2.8018E+00 + Normalized_plasma_pressure_beta_as_defined_by_McDonald_et_al____________ (beta_mcdonald)_______________ 3.4553E-02 OP + Normalized_ion_Larmor_radius____________________________________________ (rho_star)____________________ 1.9603E-03 OP + Normalized_collisionality_______________________________________________ (nu_star)_____________________ 3.7266E-03 OP + Volume_measure_of_elongation____________________________________________ (kappaa_IPB)__________________ 1.6815E+00 OP + Total_volt-second_requirement_(Wb)______________________________________ (vsstt)_______________________ 5.5616E+02 OP + Inductive_volt-seconds_(Wb)_____________________________________________ (vsind)_______________________ 2.3585E+02 OP + Ejima_coefficient_______________________________________________________ (gamma)_______________________ 3.0000E-01 + Start-up_resistive_(Wb)_________________________________________________ (vsres)_______________________ 5.0159E+01 OP + Flat-top_resistive_(Wb)_________________________________________________ (vsbrn)_______________________ 2.7015E+02 OP + bootstrap_current_fraction_multiplier___________________________________ (cboot)_______________________ 1.0000E+00 + Bootstrap_fraction_(ITER_1989)__________________________________________ (bscf_iter89)_________________ 3.7098E-01 + Bootstrap_fraction_(Sauter_et_al)_______________________________________ (bscf_sauter)_________________ 4.1920E-01 + Bootstrap_fraction_(Nevins_et_al)_______________________________________ (bscf_nevins)_________________ 3.5042E-01 + Bootstrap_fraction_(Wilson)_____________________________________________ (bscf_wilson)_________________ 4.3349E-01 + Diamagnetic_fraction_(Hender)___________________________________________ (diacf_hender)________________ 1.2017E-02 + Diamagnetic_fraction_(SCENE)____________________________________________ (diacf_scene)_________________ 1.1139E-02 + Pfirsch-Schlueter_fraction_(SCENE)______________________________________ (pscf_scene)__________________ -3.0283E-03 + Bootstrap_fraction_(enforced)___________________________________________ (bootipf.)____________________ 4.1920E-01 + Diamagnetic_fraction_(enforced)_________________________________________ (diaipf.)_____________________ 0.0000E+00 + Pfirsch-Schlueter_fraction_(enforced)___________________________________ (psipf.)______________________ 0.0000E+00 + Loop_voltage_during_burn_(V)____________________________________________ (vburn)_______________________ 3.7450E-02 OP + Plasma_resistance_(ohm)_________________________________________________ (rplas)_______________________ 3.9755E-09 OP + Resistive_diffusion_time_(s)____________________________________________ (res_time)____________________ 3.0619E+03 OP + Plasma_inductance_(H)___________________________________________________ (rlp)_________________________ 1.4181E-05 OP + Coefficient_for_sawtooth_effects_on_burn_V-s_requirement________________ (csawth)______________________ 1.0000E+00 + Ratio_of_He_and_pellet_particle_confinement_times_______________________ (tauratio)____________________ 1.0000E+00 + Fuelling_rate_(nucleus-pairs/s)_________________________________________ (qfuel)_______________________ 3.3420E+21 OP + Fuel_burn-up_rate_(reactions/s)_________________________________________ (rndfuel)_____________________ 5.7755E+20 OP + Burn-up_fraction________________________________________________________ (burnup)______________________ 1.7282E-01 + # Energy confinement times, and required H-factors : # + # Current Drive System # + Current_drive_efficiency_model__________________________________________ (iefrf)_______________________ 10 + Secondary_current_drive_efficiency_model________________________________ (iefrffix)____________________ 0 + Ratio_of_power_for_flat-top_to_start-up_(MW)____________________________ (startupratio)________________ 1.0000E+00 + Auxiliary_power_used_for_plasma_heating_only_(MW)_______________________ (pheat)_______________________ 7.5000E+01 + Power_injected_for_current_drive_(MW)___________________________________ (pcurrentdrivemw)_____________ 5.1429E+00 + Maximum_Allowed_Bootstrap_current_fraction______________________________ (bscfmax)_____________________ 9.5000E-01 + Fusion_gain_factor_Q____________________________________________________ (bigq)________________________ 2.0060E+01 OP + Auxiliary_current_drive_(A)_____________________________________________ (auxiliary_cd)________________ 2.3908E+05 OP + Current_drive_efficiency_(A/W)__________________________________________ (effcd)_______________________ 4.6488E-02 OP + Normalised_current_drive_efficiency,_gamma_(10^20_A/W-m2)_______________ (gamcd)_______________________ 3.0000E-01 OP + Wall_plug_to_injector_efficiency________________________________________ (etacd)_______________________ 5.0000E-01 + ECRH_plasma_heating_efficiency__________________________________________ (gamma_ecrh)__________________ 3.0000E-01 + Bootstrap_fraction______________________________________________________ (bootipf)_____________________ 4.1920E-01 + Diamagnetic_fraction____________________________________________________ (diaipf)______________________ 0.0000E+00 + Pfirsch-Schlueter_fraction______________________________________________ (psipf)_______________________ 0.0000E+00 + Auxiliary_current_drive_fraction________________________________________ (faccd)_______________________ 1.4376E-02 + Inductive_fraction______________________________________________________ (facoh)_______________________ 5.6642E-01 + Total___________________________________________________________________ (plasipf+faccd+facoh)_________ 1.0000E+00 + Fraction_of_the_plasma_current_produced_by_non-inductive_means__________ (fvsbrnni)____________________ 4.3358E-01 ITV + Electron_cyclotron_injected_power_(MW)__________________________________ (echpwr)______________________ 8.0143E+01 OP + Maximum_allowable_ECRH_power_(MW)_______________________________________ (pinjalw)_____________________ 2.0000E+02 + ECH_wall_plug_efficiency________________________________________________ (etaech)______________________ 5.0000E-01 + ECH_wall_plug_power_(MW)________________________________________________ (echwpow)_____________________ 1.6029E+02 OP + Total_V-s_capability_of_Central_Solenoid/PF_coils_(Wb)__________________ (abs(vstot))__________________ 5.7728E+02 + Required_volt-seconds_during_start-up_(Wb)______________________________ (vssoft)______________________ 2.8601E+02 + Available_volt-seconds_during_burn_(Wb)_________________________________ (vsmax)_______________________ 2.7014E+02 + # Times # + Initial_charge_time_for_CS_from_zero_current_(s)________________________ (tramp)_______________________ 5.0000E+02 + Plasma_current_ramp-up_time_(s)_________________________________________ (tohs)________________________ 1.6631E+02 + Heating_time_(s)________________________________________________________ (theat)_______________________ 1.0000E+01 + Burn_time_(s)___________________________________________________________ (tburn)_______________________ 7.2035E+03 OP + Reset_time_to_zero_current_for_CS_(s)___________________________________ (tqnch)_______________________ 1.6631E+02 + Time_between_pulses_(s)_________________________________________________ (tdwell)______________________ 1.8000E+03 + Total_plant_cycle_time_(s)______________________________________________ (tcycle)______________________ 9.8463E+03 OP + # Radial Build # + TF_coil_radial_placement_switch_________________________________________ (tf_in_cs)____________________ 0 + TF_coil_radial_placement_switch_________________________________________ (tf_in_cs)____________________ 0 + Machine_bore_(m)________________________________________________________ (bore)________________________ 1.9854E+00 ITV + CS_radial_thickness_(m)_________________________________________________ (ohcth)_______________________ 5.7587E-01 ITV + CS_precompression_(m)___________________________________________________ (precomp)_____________________ 6.8064E-02 + CS_precompresion_to_TF_coil_radial_gap_(m)______________________________ (gapoh)_______________________ 8.0000E-02 + TF_coil_inboard_leg_(m)_________________________________________________ (tfcth)_______________________ 9.1597E-01 ITV + TF_coil_inboard_leg_insulation_gap_(m)__________________________________ (tftsgap)_____________________ 5.0000E-02 + Thermal_shield,_inboard_(m)_____________________________________________ (thshield_ib)_________________ 5.0000E-02 + thermal_shield_to_vessel_radial_gap_(m)_________________________________ (gapds)_______________________ 2.0000E-02 + Inboard_vacuum_vessel_radial_thickness_(m)______________________________ (d_vv_in)_____________________ 3.0000E-01 + Inner_radiation_shield_radial_thickness_(m)_____________________________ (shldith)_____________________ 3.0000E-01 + Gap_(m)_________________________________________________________________ (vvblgap)_____________________ 2.0000E-02 + Inboard_blanket_radial_thickness_(m)____________________________________ (blnkith)_____________________ 7.0000E-01 + Inboard_first_wall_radial_thickness_(m)_________________________________ (fwith)_______________________ 1.8000E-02 + Inboard_scrape-off_radial_thickness_(m)_________________________________ (scrapli)_____________________ 2.5000E-01 + Outboard_scrape-off_radial_thickness_(m)________________________________ (scraplo)_____________________ 2.5000E-01 + Outboard_first_wall_radial_thickness_(m)________________________________ (fwoth)_______________________ 1.8000E-02 + Outboard_blanket_radial_thickness_(m)___________________________________ (blnkoth)_____________________ 1.0000E+00 + Outer_radiation_shield_radial_thickness_(m)_____________________________ (shldoth)_____________________ 8.0000E-01 + Outboard_vacuum_vessel_radial_thickness_(m)_____________________________ (d_vv_out)____________________ 3.0000E-01 + Vessel_to_TF_radial_gap_(m)_____________________________________________ (gapsto)______________________ 1.3720E+00 + Thermal_shield,_outboard_(m)____________________________________________ (thshield_ob)_________________ 5.0000E-02 + Gap_(m)_________________________________________________________________ (tftsgap)_____________________ 5.0000E-02 + TF_coil_outboard_leg_radial_thickness_(m)_______________________________ (tfthko)______________________ 9.1597E-01 + # Vertical Build # + Divertor_null_switch____________________________________________________ (i_single_null)_______________ 1 + Vessel_-_TF_coil_vertical_gap_(m)_______________________________________ (vgap2)_______________________ 1.6300E-01 + Topside_vacuum_vessel_radial_thickness_(m)______________________________ (d_vv_top)____________________ 3.0000E-01 + Top_radiation_shield_thickness_(m)______________________________________ (shldtth)_____________________ 6.0000E-01 + Top_blanket_vertical_thickness_(m)______________________________________ (blnktth)_____________________ 8.5000E-01 + Top_first_wall_vertical_thickness_(m)___________________________________ (fwtth)_______________________ 1.8000E-02 + Top_scrape-off_vertical_thickness_(m)___________________________________ (vgaptop)_____________________ 6.0000E-01 + Plasma_half-height_(m)__________________________________________________ (rminor*kappa)________________ 4.9333E+00 + Bottom_scrape-off_vertical_thickness_(m)________________________________ (vgap)________________________ 2.0019E+00 + Divertor_structure_vertical_thickness_(m)_______________________________ (divfix)______________________ 6.2000E-01 + Bottom_radiation_shield_thickness_(m)___________________________________ (shldlth)_____________________ 7.0000E-01 + Underside_vacuum_vessel_radial_thickness_(m)____________________________ (d_vv_bot)____________________ 3.0000E-01 + External_cryostat_thickness_(m)_________________________________________ (ddwex)_______________________ 1.5000E-01 + Ratio_of_Central_solenoid_height_to_TF_coil_internal_height_____________ (ohhghf)______________________ 9.0000E-01 + Width_of_neutral_beam_duct_where_it_passes_between_the_TF_coils_(m)_____ (beamwd)______________________ 5.8000E-01 + # Divertor build and plasma position # + Plasma_top_position,_radial_(m)_________________________________________ (ptop_radial)_________________ 6.6667E+00 + Plasma_top_position,_vertical_(m)_______________________________________ (ptop_vertical)_______________ 4.9333E+00 + Plasma_geometric_centre,_radial_(m)_____________________________________ (physics_variables.rmajor.)___ 8.0000E+00 + Plasma_geometric_centre,_vertical_(m)___________________________________ (0.0)_________________________ 0.0000E+00 + Plasma_lower_physics_variables.triangularity____________________________ (tril)________________________ 5.0000E-01 + Plasma_elongation_______________________________________________________ (physics_variables.kappa.)____ 1.8500E+00 + TF_coil_vertical_offset_(m)_____________________________________________ (tfoffset)____________________ -6.1694E-01 + Plasma_outer_arc_radius_of_curvature_(m)________________________________ (rco)_________________________ 5.0422E+00 + Plasma_inner_arc_radius_of_curvature_(m)________________________________ (rci)_________________________ 9.7933E+00 + Plasma_lower_X-pt,_radial_(m)___________________________________________ (rxpt)________________________ 6.6667E+00 + Plasma_lower_X-pt,_vertical_(m)_________________________________________ (zxpt)________________________ -4.9333E+00 + Poloidal_plane_angle_between_vertical_and_inner_leg_(rad)_______________ (thetai)______________________ 2.0820E-01 + Poloidal_plane_angle_between_vertical_and_outer_leg_(rad)_______________ (thetao)______________________ 1.0429E+00 + Poloidal_plane_angle_between_inner_leg_and_plate_(rad)__________________ (betai)_______________________ 1.0000E+00 + Poloidal_plane_angle_between_outer_leg_and_plate_(rad)__________________ (betao)_______________________ 1.0000E+00 + Inner_divertor_leg_poloidal_length_(m)__________________________________ (plsepi)______________________ 1.0000E+00 + Outer_divertor_leg_poloidal_length_(m)__________________________________ (plsepo)______________________ 1.5000E+00 + Inner_divertor_plate_length_(m)_________________________________________ (plleni)______________________ 1.0000E+00 + Outer_divertor_plate_length_(m)_________________________________________ (plleno)______________________ 1.0000E+00 + Inner_strike_point,_radial_(m)__________________________________________ (rspi)________________________ 5.6883E+00 + Inner_strike_point,_vertical_(m)________________________________________ (zspi)________________________ -5.1400E+00 + Inner_plate_top,_radial_(m)_____________________________________________ (rplti)_______________________ 5.8656E+00 + Inner_plate_top,_vertical_(m)___________________________________________ (zplti)_______________________ -4.6725E+00 + Inner_plate_bottom,_radial_(m)__________________________________________ (rplbi)_______________________ 5.5109E+00 + Inner_plate_bottom,_vertical_(m)________________________________________ (zplbi)_______________________ -5.6075E+00 + Outer_strike_point,_radial_(m)__________________________________________ (rspo)________________________ 7.4223E+00 + Outer_strike_point,_vertical_(m)________________________________________ (zspo)________________________ -6.2291E+00 + Outer_plate_top,_radial_(m)_____________________________________________ (rplto)_______________________ 7.6496E+00 + Outer_plate_top,_vertical_(m)___________________________________________ (zplto)_______________________ -5.7838E+00 + Outer_plate_bottom,_radial_(m)__________________________________________ (rplbo)_______________________ 7.1949E+00 + Outer_plate_bottom,_vertical_(m)________________________________________ (zplbo)_______________________ -6.6744E+00 + Calculated_maximum_divertor_height_(m)__________________________________ (divht)_______________________ 2.0019E+00 + # TF coils # + Allowable_maximum_shear_stress_in_TF_coil_case_(Tresca_criterion)_(Pa)__ (sig_tf_case_max)_____________ 7.5000E+08 + Allowable_maximum_shear_stress_in_TF_coil_conduit_(Tresca_criterion)_(Pa (sig_tf_wp_max)_______________ 7.5000E+08 + WP_transverse_modulus_(GPa)_____________________________________________ (eyoung_wp_trans*1.0d-9)______ 4.3534E+01 OP + WP_vertical_modulus_(GPa)_______________________________________________ (eyoung_wp_axial*1.0d-9)______ 1.1510E+02 OP + WP_transverse_Poissons_ratio____________________________________________ (poisson_wp_trans)____________ 3.0390E-01 OP + WP_vertical-transverse_Pois._rat._______________________________________ (poisson_wp_axial)____________ 3.1568E-01 OP + Radial____stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_r_max(1))_____________ 4.8849E-08 + toroidal__stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_t_max(1))_____________ -4.8724E+08 + Vertical__stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_z_max(1))_____________ 2.6028E+08 + Von-Mises_stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_vmises_max(1))________ 6.5725E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_1_(Pa)______________ (sig_tf_tresca_max(1))________ 7.4752E+08 + Radial____stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_r_max(2))_____________ -1.5411E+08 + toroidal__stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_t_max(2))_____________ -3.7861E+08 + Vertical__stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_z_max(2))_____________ 2.6028E+08 + Von-Mises_stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_vmises_max(2))________ 5.5645E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_2_(Pa)______________ (sig_tf_tresca_max(2))________ 6.3889E+08 + Radial____stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_r_max(3))_____________ 6.1398E+06 + toroidal__stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_t_max(3))_____________ -3.6314E+08 + Vertical__stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_z_max(3))_____________ 1.4510E+08 + Von-Mises_stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_vmises_max(3))________ 4.5345E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_3_(Pa)______________ (sig_tf_tresca_max(3))________ 5.0824E+08 + Maximum_radial_deflection_at_midplane_(m)_______________________________ (deflect)_____________________ -6.2714E-03 OP + Vertical_strain_on_casing_______________________________________________ (casestr)_____________________ 1.2697E-03 OP + Radial_strain_on_insulator______________________________________________ (insstrain)___________________ -7.6923E-03 OP + Conductor_technology____________________________________________________ (i_tf_sup)____________________ 1 + Superconductor_material_________________________________________________ (i_tf_sc_mat)_________________ 1 + Presence_of_TF_demountable_joints_______________________________________ (itart)_______________________ 0 + TF_inboard_leg_support_strategy_________________________________________ (i_tf_bucking)________________ 1 + Number_of_TF_coils______________________________________________________ (n_tf)________________________ 16 + Inboard_leg_centre_radius_(m)___________________________________________ (r_tf_inboard_mid)____________ 3.1673E+00 OP + Outboard_leg_centre_radius_(m)__________________________________________ (r_tf_outboard_mid)___________ 1.4985E+01 OP + Total_inboard_leg_radial_thickness_(m)__________________________________ (tfcth)_______________________ 9.1597E-01 ITV + Total_outboard_leg_radial_thickness_(m)_________________________________ (tfthko)______________________ 9.1597E-01 + Outboard_leg_toroidal_thickness_(m)_____________________________________ (tftort)______________________ 1.4145E+00 OP + Maximum_inboard_edge_height_(m)_________________________________________ (hmax)________________________ 8.8182E+00 OP + Mean_coil_circumference_(including_inboard_leg_length)_(m)______________ (tfleng)______________________ 4.7937E+01 OP + Vertical_TF_shape_______________________________________________________ (i_tf_shape)__________________ 1 + TF_coil_arc_point_0_R_(m)_______________________________________________ (xarc(1))_____________________ 3.6253E+00 + TF_coil_arc_point_0_Z_(m)_______________________________________________ (yarc(1))_____________________ 4.5506E+00 + TF_coil_arc_point_1_R_(m)_______________________________________________ (xarc(2))_____________________ 7.4667E+00 + TF_coil_arc_point_1_Z_(m)_______________________________________________ (yarc(2))_____________________ 7.5843E+00 + TF_coil_arc_point_2_R_(m)_______________________________________________ (xarc(3))_____________________ 1.4527E+01 + TF_coil_arc_point_2_Z_(m)_______________________________________________ (yarc(3))_____________________ 0.0000E+00 + TF_coil_arc_point_3_R_(m)_______________________________________________ (xarc(4))_____________________ 7.4667E+00 + TF_coil_arc_point_3_Z_(m)_______________________________________________ (yarc(4))_____________________ -8.8182E+00 + TF_coil_arc_point_4_R_(m)_______________________________________________ (xarc(5))_____________________ 3.6253E+00 + TF_coil_arc_point_4_Z_(m)_______________________________________________ (yarc(5))_____________________ -5.2909E+00 + TF_cross-section_(total)_(m2)___________________________________________ (tfareain)____________________ 1.8229E+01 + Total_steel_cross-section_(m2)__________________________________________ (a_tf_steel*n_tf)_____________ 1.2853E+01 + Total_steel_TF_fraction_________________________________________________ (f_tf_steel)__________________ 7.0508E-01 + Total_Insulation_cross-section_(total)_(m2)_____________________________ (a_tf_ins*n_tf)_______________ 8.4752E-01 + Total_Insulation_fraction_______________________________________________ (f_tf_ins)____________________ 4.6493E-02 + Casing_cross_section_area_(per_leg)_(m2)________________________________ (acasetf)_____________________ 5.6444E-01 + Inboard_leg_case_plasma_side_wall_thickness_(m)_________________________ (casthi)______________________ 6.0000E-02 + Inboard_leg_case_inboard_"nose"_thickness_(m)___________________________ (thkcas)______________________ 2.8216E-01 ITV + Inboard_leg_case_sidewall_thickness_at_its_narrowest_point_(m)__________ (casths)______________________ 5.0000E-02 + External_case_mass_per_coil_(kg)________________________________________ (whtcas)______________________ 5.5456E+05 OP + WP_cross_section_area_with_insulation_and_insertion_(per_coil)_(m2)_____ (awpc)________________________ 5.7486E-01 + WP_cross_section_area_(per_coil)_(m2)___________________________________ (aswp)________________________ 5.1696E-01 + Winding_pack_radial_thickness_(m)_______________________________________ (dr_tf_wp)____________________ 5.0416E-01 ITV + Winding_pack_toroidal_width_1_(m)_______________________________________ (wwp1)________________________ 1.1904E+00 OP + Winding_pack_toroidal_width_2_(m)_______________________________________ (wwp2)________________________ 1.0901E+00 OP + Ground_wall_insulation_thickness_(m)____________________________________ (tinstf)______________________ 8.0000E-03 + Winding_pack_insertion_gap_(m)__________________________________________ (tfinsgap)____________________ 1.0000E-02 + Steel_WP_cross-section_(total)_(m2)_____________________________________ (aswp*n_tf)___________________ 3.8217E+00 + Steel_WP_fraction_______________________________________________________ (aswp/awpc)___________________ 4.1550E-01 + Insulation_WP_fraction__________________________________________________ (aiwp/awpc)___________________ 4.7934E-02 + Cable_WP_fraction_______________________________________________________ ((awpc-aswp-aiwp)/awpc)_______ 5.3656E-01 + Turn_parametrisation____________________________________________________ (i_tf_turns_integer)__________ 0 + Number_of_turns_per_TF_coil_____________________________________________ (n_tf_turn)___________________ 1.4739E+02 OP + Width_of_turn_including_inter-turn_insulation_(m)_______________________ (t_turn_tf)___________________ 5.9223E-02 OP + Width_of_conductor_(square)_(m)_________________________________________ (t_conductor)_________________ 5.7623E-02 OP + Width_of_space_inside_conductor_(m)_____________________________________ (t_cable)_____________________ 4.1604E-02 OP + Steel_conduit_thickness_(m)_____________________________________________ (thwcndut)____________________ 8.0099E-03 ITV + Inter-turn_insulation_thickness_(m)_____________________________________ (thicndut)____________________ 8.0000E-04 + Diameter_of_central_helium_channel_in_cable_____________________________ (dhecoil)_____________________ 1.0000E-02 + internal_area_of_the_cable_space________________________________________ (acstf)_______________________ 1.6999E-03 + Coolant_fraction_in_conductor_excluding_central_channel_________________ (vftf)________________________ 3.0000E-01 + Copper_fraction_of_conductor____________________________________________ (fcutfsu)_____________________ 8.4212E-01 ITV + Superconductor_fraction_of_conductor____________________________________ (1-fcutfsu)___________________ 1.5788E-01 + Check_total_area_fractions_in_winding_pack_=_1__________________________ ______________________________ 1.0000E+00 + minimum_TF_conductor_temperature_margin__(K)____________________________ (tmargmin_tf)_________________ 1.5000E+00 + TF_conductor_temperature_margin_(K)_____________________________________ (tmargtf)_____________________ 1.5049E+00 + Elastic_properties_behavior_____________________________________________ (i_tf_cond_eyoung_axial)______ 0 + Conductor_axial_Youngs_modulus__________________________________________ (eyoung_cond_axial)___________ 0.0000E+00 + Conductor_transverse_Youngs_modulus_____________________________________ (eyoung_cond_trans)___________ 0.0000E+00 + Superconductor_mass_per_coil_(kg)_______________________________________ (whtconsc)____________________ 4.6964E+03 OP + Copper_mass_per_coil_(kg)_______________________________________________ (whtconcu)____________________ 5.8073E+04 OP + Steel_conduit_mass_per_coil_(kg)________________________________________ (whtconsh)____________________ 8.9310E+04 OP + Conduit_insulation_mass_per_coil_(kg)___________________________________ (whtconin)____________________ 2.3777E+03 OP + Total_conduit_mass_per_coil_(kg)________________________________________ (whtcon)______________________ 1.5446E+05 OP + Mass_of_each_TF_coil_(kg)_______________________________________________ (whttf/n_tf)__________________ 7.1402E+05 OP + Total_TF_coil_mass_(kg)_________________________________________________ (whttf)_______________________ 1.1424E+07 OP + Nominal_peak_field_assuming_toroidal_symmetry_(T)_______________________ (bmaxtf)______________________ 1.2178E+01 OP + Total_current_in_all_TF_coils_(MA)______________________________________ (ritfc/1.D6)__________________ 2.1176E+02 OP + TF_coil_current_(summed_over_all_coils)_(A)_____________________________ (ritfc)_______________________ 2.1176E+08 + Actual_peak_field_at_discrete_conductor_(T)_____________________________ (bmaxtfrp)____________________ 1.2636E+01 OP + Winding_pack_current_density_(A/m2)_____________________________________ (jwptf)_______________________ 2.5602E+07 OP + Inboard_leg_mid-plane_conductor_current_density_(A/m2)__________________ (oacdcp)______________________ 1.1617E+07 + Total_stored_energy_in_TF_coils_(GJ)____________________________________ (estotftgj)___________________ 1.2161E+02 OP + Inboard_vertical_tension_per_coil_(N)___________________________________ (vforce)______________________ 2.0908E+08 OP + Outboard_vertical_tension_per_coil_(N)__________________________________ (vforce_outboard)_____________ 2.0908E+08 OP + inboard_vertical_tension_fraction_(-)___________________________________ (f_vforce_inboard)____________ 5.0000E-01 OP + Centring_force_per_coil_(N/m)___________________________________________ (cforce)______________________ 8.0590E+07 OP + Max_allowed_tfcoil_variables.ripple_amplitude_at_plasma_outboard_midplan (ripmax)______________________ 6.0000E-01 + Ripple_amplitude_at_plasma_outboard_midplane_(%)________________________ (ripple)______________________ 6.0000E-01 OP + Actual_quench_time_(or_time_constant)_(s)_______________________________ (tdmptf)______________________ 1.8429E+01 ITV + Vacuum_Vessel_stress_on_quench_(Pa)_____________________________________ (vv_stress_quench)____________ 6.1442E+07 OP + Maximum_allowed_voltage_during_quench_due_to_insulation_(kV)____________ (vdalw)_______________________ 9.5837E+00 ITV + Actual_quench_voltage_(kV)______________________________________________ (vtfskv)______________________ 9.1862E+00 OP + Maximum_allowed_temp_rise_during_a_quench_(K)___________________________ (tmaxpro)_____________________ 1.5000E+02 + # Superconducting TF Coils # + Superconductor_switch___________________________________________________ (isumat)______________________ 1 + Critical_field_at_zero_temperature_and_strain_(T)_______________________ (bc20m)_______________________ 3.2970E+01 + Critical_temperature_at_zero_field_and_strain_(K)_______________________ (tc0m)________________________ 1.6060E+01 + Helium_temperature_at_peak_field_(=_superconductor_temperature)_(K)_____ (thelium)_____________________ 4.7500E+00 + Total_helium_fraction_inside_cable_space________________________________ (fhetot)______________________ 3.4620E-01 OP + Copper_fraction_of_conductor____________________________________________ (fcutfsu)_____________________ 8.4212E-01 ITV + Residual_manufacturing_strain_on_superconductor_________________________ (str_tf_con_res)______________ -5.0000E-03 + Self-consistent_strain_on_superconductor________________________________ (str_wp)______________________ 2.0730E-03 + Critical_current_density_in_superconductor_(A/m2)_______________________ (jcritsc)_____________________ 7.1337E+08 OP + Critical_current_density_in_strand_(A/m2)_______________________________ (jcritstr)____________________ 1.1263E+08 OP + Critical_current_density_in_winding_pack_(A/m2)_________________________ (jwdgcrt)_____________________ 3.5688E+07 OP + Actual_current_density_in_winding_pack_(A/m2)___________________________ (jwdgop)______________________ 2.5602E+07 OP + Minimum_allowed_temperature_margin_in_superconductor_(K)________________ (tmargmin_tf)_________________ 1.5000E+00 + Actual_temperature_margin_in_superconductor_(K)_________________________ (tmarg)_______________________ 1.5049E+00 OP + Critical_current_(A)____________________________________________________ (icrit)_______________________ 1.2517E+05 OP + Actual_current_(A)______________________________________________________ (cpttf)_______________________ 8.9795E+04 ITV + Actual_current_/_critical_current_______________________________________ (iooic)_______________________ 7.1737E-01 OP + # Central Solenoid and PF Coils # + Central_solenoid_superconductor_material________________________________ (isumatoh)____________________ 1 + Maximum_field_at_Beginning_Of_Pulse_(T)_________________________________ (bmaxoh0)_____________________ 1.4050E+01 OP + Critical_superconductor_current_density_at_BOP_(A/m2)___________________ (jscoh_bop)___________________ 3.4918E+08 OP + Critical_strand_current_density_at_BOP_(A/m2)___________________________ (jstrandoh_bop)_______________ 1.0475E+08 OP + Allowable_overall_current_density_at_BOP_(A/m2)_________________________ (rjohc0)______________________ 3.5294E+07 OP + Actual_overall_current_density_at_BOP_(A/m2)____________________________ (cohbop)______________________ 1.9126E+07 OP + Maximum_field_at_End_Of_Flattop_(T)_____________________________________ (bmaxoh)______________________ 1.3920E+01 OP + Critical_superconductor_current_density_at_EOF_(A/m2)___________________ (jscoh_eof)___________________ 3.6097E+08 OP + Critical_strand_current_density_at_EOF_(A/m2)___________________________ (jstrandoh_eof)_______________ 1.0829E+08 OP + Allowable_overall_current_density_at_EOF_(A/m2)_________________________ (rjohc)_______________________ 3.6485E+07 OP + Actual_overall_current_density_at_EOF_(A/m2)____________________________ (coheof)______________________ 2.0264E+07 ITV + CS_inside_radius_(m)____________________________________________________ (bore)________________________ 1.9854E+00 ITV + CS_thickness_(m)________________________________________________________ (ohcth)_______________________ 5.7587E-01 ITV + Gap_between_central_solenoid_and_TF_coil_(m)____________________________ (gapoh)_______________________ 8.0000E-02 + CS_overall_cross-sectional_area_(m2)____________________________________ (areaoh)______________________ 9.1407E+00 OP + CS_conductor+void_cross-sectional_area_(m2)_____________________________ (awpoh)_______________________ 4.3996E+00 OP + ___CS_conductor_cross-sectional_area_(m2)_______________________________ (awpoh*(1-vfohc))_____________ 3.0797E+00 OP + ___CS_void_cross-sectional_area_(m2)____________________________________ (awpoh*vfohc)_________________ 1.3199E+00 OP + CS_steel_cross-sectional_area_(m2)______________________________________ (areaoh-awpoh)________________ 4.7411E+00 OP + CS_steel_area_fraction__________________________________________________ (oh_steel_frac)_______________ 5.1868E-01 ITV + Switch_for_CS_stress_calculation________________________________________ (i_cs_stress)_________________ 0 + Allowable_stress_in_CS_steel_(Pa)_______________________________________ (alstroh)_____________________ 7.5000E+08 + Hoop_stress_in_CS_steel_(Pa)____________________________________________ (sig_hoop)____________________ 6.7569E+08 OP + Axial_stress_in_CS_steel_(Pa)___________________________________________ (sig_axial)___________________ -7.6205E+08 OP + Maximum_shear_stress_in_CS_steel_for_the_Tresca_criterion_(Pa)__________ (s_tresca_oh)_________________ 6.7569E+08 OP + Axial_force_in_CS_(N)___________________________________________________ (axial_force)_________________ -1.6256E+09 OP + Residual_manufacturing_strain_in_CS_superconductor_material_____________ (tfcoil_variables.str_cs_con_r -5.0000E-03 + Copper_fraction_in_strand_______________________________________________ (fcuohsu)_____________________ 7.0000E-01 + Void_(coolant)_fraction_in_conductor____________________________________ (vfohc)_______________________ 3.0000E-01 + Helium_coolant_temperature_(K)__________________________________________ (tftmp)_______________________ 4.7500E+00 + CS_temperature_margin_(K)_______________________________________________ (tmargoh)_____________________ 1.5052E+00 OP + Minimum_permitted_temperature_margin_(K)________________________________ (tmargmin_cs)_________________ 1.5000E+00 + Residual_hoop_stress_in_CS_Steel_(Pa)___________________________________ (residual_sig_hoop)___________ 2.4000E+08 + Minimum_burn_time_(s)___________________________________________________ (tbrnmn)______________________ 7.2000E+03 + Initial_vertical_crack_size_(m)_________________________________________ (t_crack_vertical)____________ 8.9000E-04 + Initial_radial_crack_size_(m)___________________________________________ (t_crack_radial)______________ 2.6700E-03 + CS_turn_area_(m)________________________________________________________ (a_oh_turn)___________________ 1.9739E-03 + CS_turn_length_(m)______________________________________________________ (l_cond_cst)__________________ 7.6953E-02 + CS_turn_internal_cable_space_radius_(m)_________________________________ (r_in_cst)____________________ 7.4740E-03 + CS_turn_width_(m)_______________________________________________________ (d_cond_cst)__________________ 2.5651E-02 + CS_structural_vertical_thickness_(m)____________________________________ (t_structural_vertical)_______ 5.3514E-03 + CS_structural_radial_thickness_(m)______________________________________ (t_structural_radial)_________ 5.3514E-03 + Allowable_number_of_cycles_till_CS_fracture_____________________________ (n_cycle)_____________________ 1.3378E+02 OP + Minimum_number_of_cycles_required_till_CS_fracture______________________ (n_cycle_min)_________________ 2.0000E+04 OP + PF_coil_superconductor_material_________________________________________ (isumatpf)____________________ 3 + Copper_fraction_in_conductor____________________________________________ (fcupfsu)_____________________ 6.9000E-01 + Maximum_permissible_tensile_stress_(MPa)________________________________ (sigpfcalw)___________________ 5.0000E+02 + JxB_hoop_force_fraction_supported_by_case_______________________________ (sigpfcf)_____________________ 6.6600E-01 + PF_coil_0_radius_(m)____________________________________________________ (rpf[0]_______________________ 5.5667E+00 + PF_coil_0_vertical_position_(m)_________________________________________ (zpf[0])______________________ 9.3603E+00 + PF_coil_0_radial_thickness_(m)__________________________________________ (pfdr(0))_____________________ 1.2727E+00 + PF_coil_0_vertical_thickness_(m)________________________________________ (pfdz(0))_____________________ 1.2727E+00 + PF_coil_0_turns_________________________________________________________ (turns[0])____________________ 4.4541E+02 + PF_coil_0_current_(MA)__________________________________________________ (ric[0])______________________ 1.7816E+01 + PF_coil_0_field_(T)_____________________________________________________ (bpf[0])______________________ 6.2280E+00 + PF_coil_1_radius_(m)____________________________________________________ (rpf[1]_______________________ 5.5667E+00 + PF_coil_1_vertical_position_(m)_________________________________________ (zpf[1])______________________ -1.0594E+01 + PF_coil_1_radial_thickness_(m)__________________________________________ (pfdr(1))_____________________ 1.3651E+00 + PF_coil_1_vertical_thickness_(m)________________________________________ (pfdz(1))_____________________ -1.3651E+00 + PF_coil_1_turns_________________________________________________________ (turns[1])____________________ 5.1248E+02 + PF_coil_1_current_(MA)__________________________________________________ (ric[1])______________________ 2.0499E+01 + PF_coil_1_field_(T)_____________________________________________________ (bpf[1])______________________ 6.6990E+00 + PF_coil_2_radius_(m)____________________________________________________ (rpf[2]_______________________ 1.6731E+01 + PF_coil_2_vertical_position_(m)_________________________________________ (zpf[2])______________________ 2.6667E+00 + PF_coil_2_radial_thickness_(m)__________________________________________ (pfdr(2))_____________________ 1.1332E+00 + PF_coil_2_vertical_thickness_(m)________________________________________ (pfdz(2))_____________________ 1.1332E+00 + PF_coil_2_turns_________________________________________________________ (turns[2])____________________ 1.9262E+02 + PF_coil_2_current_(MA)__________________________________________________ (ric[2])______________________ -7.7049E+00 + PF_coil_2_field_(T)_____________________________________________________ (bpf[2])______________________ 2.6389E+00 + PF_coil_3_radius_(m)____________________________________________________ (rpf[3]_______________________ 1.6731E+01 + PF_coil_3_vertical_position_(m)_________________________________________ (zpf[3])______________________ -2.6667E+00 + PF_coil_3_radial_thickness_(m)__________________________________________ (pfdr(3))_____________________ 1.1332E+00 + PF_coil_3_vertical_thickness_(m)________________________________________ (pfdz(3))_____________________ -1.1332E+00 + PF_coil_3_turns_________________________________________________________ (turns[3])____________________ 1.9262E+02 + PF_coil_3_current_(MA)__________________________________________________ (ric[3])______________________ -7.7049E+00 + PF_coil_3_field_(T)_____________________________________________________ (bpf[3])______________________ 2.6389E+00 + PF_coil_4_radius_(m)____________________________________________________ (rpf[4]_______________________ 1.5209E+01 + PF_coil_4_vertical_position_(m)_________________________________________ (zpf[4])______________________ 7.4667E+00 + PF_coil_4_radial_thickness_(m)__________________________________________ (pfdr(4))_____________________ 8.0773E-01 + PF_coil_4_vertical_thickness_(m)________________________________________ (pfdz(4))_____________________ 8.0773E-01 + PF_coil_4_turns_________________________________________________________ (turns[4])____________________ 1.3049E+02 + PF_coil_4_current_(MA)__________________________________________________ (ric[4])______________________ -5.2194E+00 + PF_coil_4_field_(T)_____________________________________________________ (bpf[4])______________________ 2.5737E+00 + PF_coil_5_radius_(m)____________________________________________________ (rpf[5]_______________________ 1.5209E+01 + PF_coil_5_vertical_position_(m)_________________________________________ (zpf[5])______________________ -7.4667E+00 + PF_coil_5_radial_thickness_(m)__________________________________________ (pfdr(5))_____________________ 8.0773E-01 + PF_coil_5_vertical_thickness_(m)________________________________________ (pfdz(5))_____________________ -8.0773E-01 + PF_coil_5_turns_________________________________________________________ (turns[5])____________________ 1.3049E+02 + PF_coil_5_current_(MA)__________________________________________________ (ric[5])______________________ -5.2194E+00 + PF_coil_5_field_(T)_____________________________________________________ (bpf[5])______________________ 2.5737E+00 + Central_solenoid_radius_(m)_____________________________________________ (rpf[nohc-1])_________________ 2.2734E+00 + Central_solenoid_vertical_position_(m)__________________________________ (zpf[nohc-1])_________________ 0.0000E+00 + Central_solenoid_radial_thickness_(m)___________________________________ (ohdr)________________________ 5.7587E-01 + Central_solenoid_vertical_thickness_(m)_________________________________ (ohdz)________________________ 1.5873E+01 + Central_solenoid_turns__________________________________________________ (turns[nohc-1])_______________ 4.6308E+03 + Central_solenoid_current_(MA)___________________________________________ (ric[nohc-1])_________________ -1.8523E+02 + Central_solenoid_field_(T)______________________________________________ (bpf[nohc-1])_________________ 1.4050E+01 + Sum_of_squares_of_residuals_____________________________________________ (ssq0)________________________ 3.5207E-04 OP + Smoothing_parameter_____________________________________________________ (alfapf)______________________ 5.0000E-10 + # Volt Second Consumption # + Total_volt-second_consumption_by_coils_(Wb)_____________________________ (vstot)_______________________ -5.8000E+02 OP + # Waveforms # + Ratio_of_central_solenoid_current_at_beginning_of_Pulse_/_end_of_flat-to (fcohbop)_____________________ 9.4380E-01 ITV + Ratio_of_central_solenoid_current_at_beginning_of_Flat-top_/_end_of_flat (fcohbof)_____________________ -1.4083E-01 OP + # PF Circuit Waveform Data # + Number_of_PF_circuits_including_CS_and_plasma___________________________ (ncirt)_______________________ 8 + PF_Circuit_0_Time_point_0_(A)___________________________________________ (pfc0t0)______________________ 0.0000E+00 + PF_Circuit_0_Time_point_1_(A)___________________________________________ (pfc0t1)______________________ 1.3971E+07 + PF_Circuit_0_Time_point_2_(A)___________________________________________ (pfc0t2)______________________ 1.7816E+07 + PF_Circuit_0_Time_point_3_(A)___________________________________________ (pfc0t3)______________________ 1.7816E+07 + PF_Circuit_0_Time_point_4_(A)___________________________________________ (pfc0t4)______________________ 9.2844E+05 + PF_Circuit_0_Time_point_5_(A)___________________________________________ (pfc0t5)______________________ 0.0000E+00 + PF_Circuit_1_Time_point_0_(A)___________________________________________ (pfc1t0)______________________ 0.0000E+00 + PF_Circuit_1_Time_point_1_(A)___________________________________________ (pfc1t1)______________________ 1.8269E+07 + PF_Circuit_1_Time_point_2_(A)___________________________________________ (pfc1t2)______________________ 2.0499E+07 + PF_Circuit_1_Time_point_3_(A)___________________________________________ (pfc1t3)______________________ 2.0499E+07 + PF_Circuit_1_Time_point_4_(A)___________________________________________ (pfc1t4)______________________ -1.5831E+06 + PF_Circuit_1_Time_point_5_(A)___________________________________________ (pfc1t5)______________________ 0.0000E+00 + PF_Circuit_2_Time_point_0_(A)___________________________________________ (pfc2t0)______________________ -0.0000E+00 + PF_Circuit_2_Time_point_1_(A)___________________________________________ (pfc2t1)______________________ 4.9542E+05 + PF_Circuit_2_Time_point_2_(A)___________________________________________ (pfc2t2)______________________ -7.1060E+06 + PF_Circuit_2_Time_point_3_(A)___________________________________________ (pfc2t3)______________________ -7.1060E+06 + PF_Circuit_2_Time_point_4_(A)___________________________________________ (pfc2t4)______________________ -7.7049E+06 + PF_Circuit_2_Time_point_5_(A)___________________________________________ (pfc2t5)______________________ -0.0000E+00 + PF_Circuit_3_Time_point_0_(A)___________________________________________ (pfc3t0)______________________ -0.0000E+00 + PF_Circuit_3_Time_point_1_(A)___________________________________________ (pfc3t1)______________________ 4.9542E+05 + PF_Circuit_3_Time_point_2_(A)___________________________________________ (pfc3t2)______________________ -7.1060E+06 + PF_Circuit_3_Time_point_3_(A)___________________________________________ (pfc3t3)______________________ -7.1060E+06 + PF_Circuit_3_Time_point_4_(A)___________________________________________ (pfc3t4)______________________ -7.7049E+06 + PF_Circuit_3_Time_point_5_(A)___________________________________________ (pfc3t5)______________________ -0.0000E+00 + PF_Circuit_4_Time_point_0_(A)___________________________________________ (pfc4t0)______________________ -0.0000E+00 + PF_Circuit_4_Time_point_1_(A)___________________________________________ (pfc4t1)______________________ 3.2650E+05 + PF_Circuit_4_Time_point_2_(A)___________________________________________ (pfc4t2)______________________ -4.8247E+06 + PF_Circuit_4_Time_point_3_(A)___________________________________________ (pfc4t3)______________________ -4.8247E+06 + PF_Circuit_4_Time_point_4_(A)___________________________________________ (pfc4t4)______________________ -5.2194E+06 + PF_Circuit_4_Time_point_5_(A)___________________________________________ (pfc4t5)______________________ -0.0000E+00 + PF_Circuit_5_Time_point_0_(A)___________________________________________ (pfc5t0)______________________ -0.0000E+00 + PF_Circuit_5_Time_point_1_(A)___________________________________________ (pfc5t1)______________________ 3.2650E+05 + PF_Circuit_5_Time_point_2_(A)___________________________________________ (pfc5t2)______________________ -4.8247E+06 + PF_Circuit_5_Time_point_3_(A)___________________________________________ (pfc5t3)______________________ -4.8247E+06 + PF_Circuit_5_Time_point_4_(A)___________________________________________ (pfc5t4)______________________ -5.2194E+06 + PF_Circuit_5_Time_point_5_(A)___________________________________________ (pfc5t5)______________________ -0.0000E+00 + CS_Circuit_Time_point_0_(A)_____________________________________________ (cs_t0)_______________________ -0.0000E+00 + CS_Circuit_Time_point_1_(A)_____________________________________________ (cs_t1)_______________________ 1.7482E+08 + CS_Circuit_Time_point_2_(A)_____________________________________________ (cs_t2)_______________________ 2.6086E+07 + CS_Circuit_Time_point_3_(A)_____________________________________________ (cs_t3)_______________________ 2.6086E+07 + CS_Circuit_Time_point_4_(A)_____________________________________________ (cs_t4)_______________________ -1.8523E+08 + CS_Circuit_Time_point_5_(A)_____________________________________________ (cs_t5)_______________________ -0.0000E+00 + Plasma_Time_point_0_(A)_________________________________________________ (plasmat0)____________________ 0.0000E+00 + Plasma_Time_point_1_(A)_________________________________________________ (plasmat1)____________________ 0.0000E+00 + Plasma_Time_point_2_(A)_________________________________________________ (plasmat2)____________________ 1.6631E+07 + Plasma_Time_point_3_(A)_________________________________________________ (plasmat3)____________________ 1.6631E+07 + Plasma_Time_point_4_(A)_________________________________________________ (plasmat4)____________________ 1.6631E+07 + Plasma_Time_point_5_(A)_________________________________________________ (plasmat5)____________________ 0.0000E+00 + # Support Structure # + Outer_PF_coil_fence_mass_(kg)___________________________________________ (fncmass)_____________________ 2.2924E+05 OP + Intercoil_support_structure_mass_(kg)___________________________________ (aintmass)____________________ 4.3045E+06 OP + Mass_of_cooled_components_(kg)__________________________________________ (coldmass)____________________ 3.4369E+07 OP + Gravity_support_structure_mass_(kg)_____________________________________ (clgsmass)____________________ 1.2760E+06 OP + Torus_leg_support_mass_(kg)_____________________________________________ (gsm1)________________________ 8.5820E+04 OP + Ring_beam_mass_(kg)_____________________________________________________ (gsm2)________________________ 4.0088E+05 OP + Ring_legs_mass_(kg)_____________________________________________________ (gsm3)________________________ 6.8283E+05 OP + # PF Coil Inductances # + # Nuclear Heating Magnets Before Renormalisation # + Shield_line_density_(tonne/m2)__________________________________________ (x_shield)____________________ 4.0560E+00 + Blanket_line_density_(tonne/m2)_________________________________________ (x_blanket)___________________ 2.2911E+00 + Unit_nuclear_heating_in_TF_coil_(W/GW)__________________________________ (tfc_nuc_heating)_____________ 1.4866E+04 + Total_nuclear_heating_in_TF_coil_(MW)___________________________________ (ptfnuc.)_____________________ 2.4085E-02 + powfmw__________________________________________________________________ (powfmw.)_____________________ 1.6202E+03 + total_mass_of_the_TF_coils_(kg)_________________________________________ (whttf)_______________________ 1.1424E+07 + # Pumping for primary coolant (helium) # + Pressure_drop_in_FW_and_blanket_coolant_incl._hx_and_pipes_(Pa)_________ (dp_he)_______________________ 5.5000E+05 + Fraction_of_FW_and_blanket_thermal_power_required_for_pumping___________ (fpump)_______________________ 8.9463E-02 OP + Total_power_absorbed_by_FW_&_blanket_(MW)_______________________________ (p_plasma)____________________ 1.6698E+03 OP + Inlet_temperature_of_FW_&_blanket_coolant_pump_(K)______________________ (t_in_compressor)_____________ 5.5703E+02 OP + Coolant_pump_outlet/Inlet_temperature_of_FW_&_blanket_(K)_______________ (t_in_bb)_____________________ 5.7313E+02 + Outlet_temperature_of_FW_&_blanket_(K)__________________________________ (t_out_bb)____________________ 7.7313E+02 + Mechanical_pumping_power_for_FW_and_blanket_cooling_loop_including_heat_ (htpmw_fw_blkt)_______________ 1.6407E+02 OP + Mechanical_pumping_power_for_divertor_(MW)______________________________ (htpmw_div)___________________ 1.6906E+00 OP + Mechanical_pumping_power_for_shield_and_vacuum_vessel_(MW)______________ (htpmw_shld)__________________ 7.0688E-03 OP + # First wall and blanket : CCFE HCPB model # + Titanium_beryllide_fraction_____________________________________________ (fbltibe12)___________________ 3.7500E-01 + Lithium_orthosilicate_fraction__________________________________________ (fblli2sio4)__________________ 3.7500E-01 + Steel_fraction__________________________________________________________ (fblss_ccfe)__________________ 9.7050E-02 + Coolant_fraction________________________________________________________ (vfcblkt)_____________________ 5.2950E-02 + Purge_gas_fraction______________________________________________________ (vfpblkt)_____________________ 1.0000E-01 + First_Wall_Armour_Volume_(m3)___________________________________________ (fw_armour_vol)_______________ 5.8692E+00 + First_Wall_Volume_(m3)__________________________________________________ (volfw)_______________________ 1.9807E+01 + Blanket_Volume_(m3)_____________________________________________________ (volblkt)_____________________ 1.1849E+03 + Shield_Volume_(m3)______________________________________________________ (volshld)_____________________ 7.8520E+02 + Vacuum_vessel_volume_(m3)_______________________________________________ (vdewin)______________________ 1.0178E+03 + First_Wall_Armour_Mass_(kg)_____________________________________________ (fw_armour_mass)______________ 1.1298E+05 OP + First_Wall_Mass,_excluding_armour_(kg)__________________________________ (fwmass)______________________ 1.5449E+05 OP + Blanket_Mass_-_Total(kg)________________________________________________ (whtblkt)_____________________ 2.9676E+06 OP + ____Blanket_Mass_-_TiBe12_(kg)__________________________________________ (whtbltibe12)_________________ 1.0042E+06 OP + ____Blanket_Mass_-_Li4SiO4_(kg)_________________________________________ (whtblli4sio4)________________ 1.0664E+06 OP + ____Blanket_Mass_-_Steel_(kg)___________________________________________ (whtblss)_____________________ 8.9696E+05 OP + Total_mass_of_armour,_first_wall_and_blanket_(kg)_______________________ (armour_fw_bl_mass)___________ 3.2350E+06 OP + Shield_Mass_(kg)________________________________________________________ (whtshld)_____________________ 2.4498E+06 OP + Vacuum_vessel_mass_(kg)_________________________________________________ (vvmass)______________________ 7.9388E+06 OP + Total_nuclear_heating_in_TF+PF_coils_(CS_is_negligible)_(MW)____________ (ptfnuc)______________________ 2.5118E-02 OP + Total_nuclear_heating_in_FW_(MW)________________________________________ (pnucfw)______________________ 1.6315E+02 OP + Total_nuclear_heating_in_the_blanket_(including_emult)_(MW)_____________ (pnucblkt)____________________ 1.2901E+03 OP + Total_nuclear_heating_in_the_shield_(MW)________________________________ (pnucshld)____________________ 1.4138E+00 OP + Total_nuclear_heating_in_the_divertor_(MW)______________________________ (pnucdiv)_____________________ 1.4906E+02 OP + Blanket_exponential_factor______________________________________________ (exp_blanket)_________________ 9.9936E-01 OP + Shield:_first_exponential_______________________________________________ (exp_shield1)_________________ 1.9523E-03 OP + Shield:_second_exponential______________________________________________ (exp_shield2)_________________ 2.5427E-01 OP + Solid_angle_fraction_taken_by_on_divertor_______________________________ (fdiv)________________________ 1.1500E-01 + Switch_for_plant_secondary_cycle________________________________________ (secondary_cycle)_____________ 2 + First_wall_coolant_pressure_(Pa)________________________________________ (fwpressure)__________________ 1.5500E+07 + Blanket_coolant_pressure_(Pa)___________________________________________ (blpressure)__________________ 1.5500E+07 + Allowable_nominal_neutron_fluence_at_first_wall_(MW.year/m2)____________ (abktflnc)____________________ 5.0000E+00 + No_of_inboard_blanket_modules_poloidally________________________________ (nblktmodpi)__________________ 7 + No_of_inboard_blanket_modules_toroidally________________________________ (nblktmodti)__________________ 32 + No_of_outboard_blanket_modules_poloidally_______________________________ (nblktmodpo)__________________ 8 + No_of_outboard_blanket_modules_toroidally_______________________________ (nblktmodto)__________________ 48 + Isentropic_efficiency_of_first_wall_/_blanket_coolant_pumps_____________ (etaiso)______________________ 9.0000E-01 + First_wall_area_(m2)____________________________________________________ (fwarea)______________________ 1.6044E+03 OP + Cryostat_internal_radius_(m)____________________________________________ (rdewex)______________________ 1.7798E+01 OP + Cryostat_internal_half-height_(m)_______________________________________ (zdewex)______________________ 1.5339E+01 OP + Vertical_clearance_from_TF_coil_to_cryostat_(m)_________________________ (clh1)________________________ 5.6044E+00 OP + Divertor_area_(m2)______________________________________________________ (divsur)______________________ 1.4879E+02 OP + Divertor_mass_(kg)______________________________________________________ (divmas)______________________ 3.6453E+04 OP + # Superconducting TF Coil Power Conversion # + TF_coil_current_(kA)____________________________________________________ (itfka)_______________________ 8.9795E+01 OP + Number_of_TF_coils______________________________________________________ (ntfc)________________________ 1.6000E+01 + Voltage_across_a_TF_coil_during_quench_(kV)_____________________________ (vtfskv)______________________ 9.1862E+00 OP + TF_coil_charge_time_(hours)_____________________________________________ (tchghr)______________________ 4.0000E+00 + Total_inductance_of_TF_coils_(H)________________________________________ (ltfth)_______________________ 3.0165E+01 OP + Total_resistance_of_TF_coils_(ohm)______________________________________ (rcoils)______________________ 0.0000E+00 OP + TF_coil_charging_voltage_(V)____________________________________________ (tfcv)________________________ 2.9268E+02 + Number_of_DC_circuit_breakers___________________________________________ (ntfbkr)______________________ 1.6000E+01 + Number_of_dump_resistors________________________________________________ (ndumpr)______________________ 6.4000E+01 + Resistance_per_dump_resistor_(ohm)______________________________________ (r1dump)______________________ 1.0230E-01 OP + Dump_resistor_peak_power_(MW)___________________________________________ (r1ppmw)______________________ 2.0622E+02 OP + Energy_supplied_per_dump_resistor_(MJ)__________________________________ (r1emj)_______________________ 1.9002E+03 OP + TF_coil_L/R_time_constant_(s)___________________________________________ (ttfsec)______________________ 1.8429E+01 OP + Power_supply_voltage_(V)________________________________________________ (tfpsv)_______________________ 3.0731E+02 OP + Power_supply_current_(kA)_______________________________________________ (tfpska)______________________ 9.4285E+01 OP + DC_power_supply_rating_(kW)_____________________________________________ (tfckw)_______________________ 2.8975E+04 OP + AC_power_for_charging_(kW)______________________________________________ (tfackw)______________________ 3.2194E+04 OP + TF_coil_resistive_power_(MW)____________________________________________ (rpower)______________________ 9.3902E+00 OP + TF_coil_inductive_power_(MVA)___________________________________________ (xpower)______________________ 1.6891E+01 OP + Aluminium_bus_current_density_(kA/cm2)__________________________________ (djmka)_______________________ 1.2500E-01 + Aluminium_bus_cross-sectional_area_(cm2)________________________________ (albusa)______________________ 7.1836E+02 OP + Total_length_of_TF_coil_bussing_(m)_____________________________________ (tfbusl)______________________ 3.1931E+03 OP + Aluminium_bus_weight_(tonnes)___________________________________________ (albuswt)_____________________ 6.1932E+02 OP + Total_TF_coil_bus_resistance_(ohm)______________________________________ (rtfbus)______________________ 1.1646E-03 OP + TF_coil_bus_voltage_drop_(V)____________________________________________ (vtfbus)______________________ 1.0457E+02 OP + Dump_resistor_floor_area_(m2)___________________________________________ (drarea)______________________ 4.9234E+03 OP + TF_coil_power_conversion_floor_space_(m2)_______________________________ (tfcfsp)______________________ 1.8228E+03 OP + TF_coil_power_conv._building_volume_(m3)________________________________ (tfcbv)_______________________ 1.0937E+04 OP + TF_coil_AC_inductive_power_demand_(MW)__________________________________ (xpwrmw)______________________ 1.8768E+01 OP + Total_steady_state_AC_power_demand_(MW)_________________________________ (tfacpd)______________________ 1.0434E+01 OP + # PF Coils and Central Solenoid: Power and Energy # + Number_of_PF_coil_circuits______________________________________________ (pfckts)______________________ 1.2000E+01 + Sum_of_PF_power_supply_ratings_(MVA)____________________________________ (spsmva)______________________ 3.0313E+02 OP + Total_PF_coil_circuit_bus_length_(m)____________________________________ (spfbusl)_____________________ 2.4480E+03 OP + Total_PF_coil_bus_resistive_power_(kW)__________________________________ (pfbuspwr)____________________ 9.6485E+02 OP + Total_PF_coil_resistive_power_(kW)______________________________________ (srcktpm)_____________________ 9.6485E+02 OP + Maximum_PF_coil_voltage_(kV)____________________________________________ (vpfskv)______________________ 2.0000E+01 + Efficiency_of_transfer_of_PF_stored_energy_into_or_out_of_storage_______ (etapsu)______________________ 9.0000E-01 + Maximum_stored_energy_in_poloidal_field_(MJ)____________________________ (ensxpfm)_____________________ 2.8804E+04 OP + Peak_absolute_rate_of_change_of_stored_energy_in_poloidal_field_(MW)____ (peakpoloidalpower)___________ 1.7319E+02 OP + # Vacuum System # + First_wall_outgassing_rate_(Pa_m/s)_____________________________________ (rat)_________________________ 1.3000E-08 + Total_outgassing_load_(Pa_m3/s)_________________________________________ (ogas)________________________ 1.6691E-04 OP + Base_pressure_required_(Pa)_____________________________________________ (pbase)_______________________ 5.0000E-04 + Required_N2_pump_speed_(m3/s)___________________________________________ (s(1))________________________ 3.3381E-01 OP + N2_pump_speed_provided_(m3/s)___________________________________________ (snet(1))_____________________ 2.3404E+01 OP + Plasma_chamber_volume_(m3)______________________________________________ (volume)______________________ 2.2588E+03 OP + Chamber_pressure_after_burn_(Pa)________________________________________ (pend)________________________ 1.6698E-01 OP + Chamber_pressure_before_burn_(Pa)_______________________________________ (pstart)______________________ 1.6698E-03 + Allowable_pumping_time_switch___________________________________________ (dwell_pump)__________________ 0 + Dwell_time_between_burns_(s)____________________________________________ (tdwell.)_____________________ 1.8000E+03 + CS_ramp-up_time_burns_(s)_______________________________________________ (tramp.)______________________ 5.0000E+02 + Allowable_pumping_time_between_burns_(s)________________________________ (tpump)_______________________ 1.8000E+03 + Required_D-T_pump_speed_(m3/s)__________________________________________ (s(2))________________________ 5.7790E+00 OP + D-T_pump_speed_provided_(m3/s)__________________________________________ (snet(2))_____________________ 5.6700E+01 OP + Divertor_chamber_gas_pressure_(Pa)______________________________________ (prdiv)_______________________ 3.6000E-01 + Helium_gas_fraction_in_divertor_chamber_________________________________ (fhe)_________________________ 1.7218E-01 OP + Required_helium_pump_speed_(m3/s)_______________________________________ (s(3))________________________ 3.8423E+01 OP + Helium_pump_speed_provided_(m3/s)_______________________________________ (snet(3))_____________________ 3.8423E+01 OP + D-T_fuelling_rate_(kg/s)________________________________________________ (frate)_______________________ 2.7747E-05 OP + Required_D-T_pump_speed_(m3/s)__________________________________________ (s(4))________________________ 3.8423E+01 OP + D-T_pump_speed_provided_(m3/s)__________________________________________ (snet(4))_____________________ 5.6700E+01 OP + Number_of_large_pump_ducts______________________________________________ (nduct)_______________________ 16 + Passage_diameter,_divertor_to_ducts_(m)_________________________________ (d(imax))_____________________ 4.7857E-01 OP + Passage_length_(m)______________________________________________________ (l1)__________________________ 1.7160E+00 OP + Diameter_of_ducts_(m)___________________________________________________ (dout)________________________ 5.7428E-01 OP + Duct_length,_divertor_to_elbow_(m)______________________________________ (l2)__________________________ 4.8000E+00 OP + Duct_length,_elbow_to_pumps_(m)_________________________________________ (l3)__________________________ 2.0000E+00 + Number_of_pumps_________________________________________________________ (pumpn)_______________________ 3.2000E+01 OP + # Plant Buildings System # + Internal_volume_of_reactor_building_(m3)________________________________ (vrci)________________________ 9.9708E+05 + Dist_from_centre_of_torus_to_bldg_wall_(m)______________________________ (wrbi)________________________ 3.9531E+01 + Effective_floor_area_(m2)_______________________________________________ (efloor)______________________ 3.3660E+05 + Reactor_building_volume_(m3)____________________________________________ (rbv)_________________________ 1.1310E+06 + Reactor_maintenance_building_volume_(m3)________________________________ (rmbv)________________________ 3.9641E+05 + Warmshop_volume_(m3)____________________________________________________ (wsv)_________________________ 1.2531E+05 + Tritium_building_volume_(m3)____________________________________________ (triv)________________________ 4.0000E+04 + Electrical_building_volume_(m3)_________________________________________ (elev)________________________ 5.1937E+04 + Control_building_volume_(m3)____________________________________________ (conv)________________________ 6.0000E+04 + Cryogenics_building_volume_(m3)_________________________________________ (cryv)________________________ 1.4976E+04 + Administration_building_volume_(m3)_____________________________________ (admv)________________________ 1.0000E+05 + Shops_volume_(m3)_______________________________________________________ (shov)________________________ 1.0000E+05 + Total_volume_of_nuclear_buildings_(m3)__________________________________ (volnucb)_____________________ 1.5738E+06 + # Electric Power Requirements # + Facility_base_load_(MW)_________________________________________________ (basemw)______________________ 5.0000E+00 + Divertor_coil_power_supplies_(MW)_______________________________________ (bdvmw)_______________________ 0.0000E+00 + Cryoplant_electric_power_(MW)___________________________________________ (crymw)_______________________ 3.6566E+01 OP + Primary_coolant_pumps_(MW)______________________________________________ (htpmw..)_____________________ 1.9053E+02 OP + PF_coil_power_supplies_(MW)_____________________________________________ (ppfmw)_______________________ 8.5511E+01 OP + TF_coil_power_supplies_(MW)_____________________________________________ (ptfmw)_______________________ 1.0434E+01 OP + Plasma_heating_supplies_(MW)____________________________________________ (pheatingmw)__________________ 1.6029E+02 OP + Tritium_processing_(MW)_________________________________________________ (trithtmw..)__________________ 1.5000E+01 + Vacuum_pumps__(MW)______________________________________________________ (vachtmw..)___________________ 5.0000E-01 + Total_pulsed_power_(MW)_________________________________________________ (pacpmw)______________________ 5.5432E+02 OP + Total_base_power_required_at_all_times_(MW)_____________________________ (fcsht)_______________________ 5.5490E+01 OP + # Cryogenics # + Conduction_and_radiation_heat_loads_on_cryogenic_components_(MW)________ (qss/1.0d6)___________________ 1.4779E-02 OP + Nuclear_heating_of_cryogenic_components_(MW)____________________________ (qnuc/1.0d6)__________________ 1.3000E-02 OP + AC_losses_in_cryogenic_components_(MW)__________________________________ (qac/1.0d6)___________________ 3.8170E-03 OP + Resistive_losses_in_current_leads_(MW)__________________________________ (qcl/1.0d6)___________________ 1.9539E-02 OP + 45%_allowance_for_heat_loads_in_transfer_lines,_storage_tanks_etc_(MW)__ (qmisc/1.0d6)_________________ 2.3011E-02 OP + Sum_=_Total_heat_removal_at_cryogenic_temperatures_(tfcoil_variables.tmp (helpow_+_helpow_cryal/1.0d6)_ 7.4146E-02 OP + Temperature_of_cryogenic_superconducting_components_(K)_________________ (tmpcry)______________________ 4.5000E+00 + Temperature_of_cryogenic_aluminium_components_(K)_______________________ (tcoolin)_____________________ 3.1315E+02 + Efficiency_(figure_of_merit)_of_cryogenic_plant_is_13%_of_ideal_Carnot_v ______________________________ 2.0277E-03 OP + Efficiency_(figure_of_merit)_of_cryogenic_aluminium_plant_is_40%_of_idea ______________________________ -2.0203E+00 OP + Electric_power_for_cryogenic_plant_(MW)_________________________________ (crypmw)______________________ 3.6566E+01 OP + # Plant Power / Heat Transport Balance # + Neutron_power_multiplication_in_blanket_________________________________ (emult)_______________________ 1.2690E+00 + Divertor_area_fraction_of_whole_toroid_surface__________________________ (fdiv)________________________ 1.1500E-01 + H/CD_apparatus_+_diagnostics_area_fraction______________________________ (fhcd)________________________ 0.0000E+00 + First_wall_area_fraction________________________________________________ (1-fdiv-fhcd)_________________ 8.8500E-01 + Switch_for_pumping_of_primary_coolant___________________________________ (primary_pumping)_____________ 3 + Mechanical_pumping_power_for_FW_cooling_loop_including_heat_exchanger_(M (htpmw_fw)____________________ 0.0000E+00 OP + Mechanical_pumping_power_for_blanket_cooling_loop_including_heat_exchang (htpmw_blkt)__________________ 0.0000E+00 OP + Mechanical_pumping_power_for_FW_and_blanket_cooling_loop_including_heat_ (htpmw_fw_blkt)_______________ 1.6407E+02 OP + Mechanical_pumping_power_for_divertor_(MW)______________________________ (htpmw_div)___________________ 1.6906E+00 OP + Mechanical_pumping_power_for_shield_and_vacuum_vessel_(MW)______________ (htpmw_shld)__________________ 7.0688E-03 OP + Electrical_pumping_power_for_FW_and_blanket_(MW)________________________ (htpmwe_fw_blkt)______________ 1.8858E+02 OP + Electrical_pumping_power_for_shield_(MW)________________________________ (htpmwe_shld)_________________ 8.1250E-03 OP + Electrical_pumping_power_for_divertor_(MW)______________________________ (htpmwe_div)__________________ 1.9433E+00 OP + Total_electrical_pumping_power_for_primary_coolant_(MW)_________________ (htpmw)_______________________ 1.9053E+02 OP + Coolant_pump_power_/_non-pumping_thermal_power_in_shield________________ (fpumpshld)___________________ 5.0000E-03 + Coolant_pump_power_/_non-pumping_thermal_power_in_divertor______________ (fpumpdiv)____________________ 5.0000E-03 + Electrical_efficiency_of_heat_transport_coolant_pumps___________________ (etahtp)______________________ 8.7000E-01 + Thermal_to_electric_conversion_efficiency_of_the_power_conversion_cycle_ (etath)_______________________ 4.0000E-01 + Fraction_of_total_high-grade_thermal_power_to_divertor__________________ (pdivfraction)________________ 1.5623E-01 + Total_power_leaving_reactor_(across_vacuum_vessel_boundary)_(MW)________ ______________________________ 2.0111E+03 + Heat_removal_from_cryogenic_plant_(MW)__________________________________ (crypmw)______________________ 3.6566E+01 + Heat_removal_from_facilities_(MW)_______________________________________ (fachtmw)_____________________ 5.5490E+01 + Coolant_pumping_efficiency_losses_(MW)__________________________________ (htpsecmw)____________________ 2.4769E+01 + Heat_removal_from_injection_power_(MW)__________________________________ (pinjht)______________________ 8.0143E+01 + Heat_removal_from_tritium_plant_(MW)____________________________________ (trithtmw)____________________ 1.5000E+01 + Heat_removal_from_vacuum_pumps_(MW)_____________________________________ (vachtmw)_____________________ 5.0000E-01 + TF_coil_resistive_power_(MW)____________________________________________ (tfcmw)_______________________ 0.0000E+00 + Total_low-grade_thermal_power_(MW)______________________________________ (psechtmw)____________________ 2.2417E+02 + Total_High-grade_thermal_power_(MW)_____________________________________ (pthermmw)____________________ 2.1751E+03 + Number_of_primary_heat_exchangers_______________________________________ (nphx)________________________ 3 OP + Transport_power_from_scaling_law_(MW)___________________________________ (pscalingmw)__________________ 2.9785E+02 + Radiation_power_from_inside_"coreradius"_(MW)___________________________ (pcoreradmw.)_________________ 9.1650E+01 + Total_(MW)______________________________________________________________ ______________________________ 3.8950E+02 + Alpha_power_deposited_in_plasma_(MW)____________________________________ (falpha*palpmw)_______________ 3.0746E+02 + Power_from_charged_products_of_DD_and/or_D-He3_fusion_(MW)______________ (pchargemw.)__________________ 1.2659E+00 + Ohmic_heating_(MW)______________________________________________________ (pohmmw.)_____________________ 6.2284E-01 + Injected_power_deposited_in_plasma_(MW)_________________________________ (pinjmw)______________________ 8.0143E+01 + Total_(MW)______________________________________________________________ ______________________________ 3.8950E+02 + Fusion_power_(MW)_______________________________________________________ (powfmw)______________________ 1.6202E+03 + Power_from_energy_multiplication_in_blanket_and_shield_(MW)_____________ (emultmw)_____________________ 3.0836E+02 + Injected_power_(MW)_____________________________________________________ (pinjmw.)_____________________ 8.0143E+01 + Ohmic_power_(MW)________________________________________________________ (pohmmw.)_____________________ 6.2284E-01 + Power_deposited_in_primary_coolant_by_pump_(MW)_________________________ (htpmw_mech)__________________ 1.6576E+02 + Total_(MW)______________________________________________________________ ______________________________ 2.1751E+03 + Heat_extracted_from_first_wall_and_blanket_(MW)_________________________ (pthermfw_blkt)_______________ 1.8339E+03 + Heat_extracted_from_shield__(MW)________________________________________ (pthermshld)__________________ 1.4208E+00 + Heat_extracted_from_divertor_(MW)_______________________________________ (pthermdiv)___________________ 3.3982E+02 + Nuclear_and_photon_power_lost_to_H/CD_system_(MW)_______________________ (psechcd)_____________________ 0.0000E+00 + Nuclear_power_lost_to_TF_(MW)___________________________________________ (ptfnuc)______________________ 2.5118E-02 + Total_(MW)______________________________________________________________ ______________________________ 2.1752E+03 + Net_electric_power_output(MW)___________________________________________ (pnetelmw.)___________________ 4.0001E+02 + Required_Net_electric_power_output(MW)__________________________________ (pnetelin)____________________ 4.0000E+02 + Electric_power_for_heating_and_current_drive_(MW)_______________________ (pinjwp)______________________ 1.6029E+02 + Electric_power_for_primary_coolant_pumps_(MW)___________________________ (htpmw)_______________________ 1.9053E+02 + Electric_power_for_vacuum_pumps_(MW)____________________________________ (vachtmw)_____________________ 5.0000E-01 + Electric_power_for_tritium_plant_(MW)___________________________________ (trithtmw)____________________ 1.5000E+01 + Electric_power_for_cryoplant_(MW)_______________________________________ (crypmw)______________________ 3.6566E+01 + Electric_power_for_TF_coils_(MW)________________________________________ (tfacpd)______________________ 1.0434E+01 + Electric_power_for_PF_coils_(MW)________________________________________ (pfwpmw)______________________ 1.2422E+00 + All_other_internal_electric_power_requirements_(MW)_____________________ (fachtmw)_____________________ 5.5490E+01 + Total_(MW)______________________________________________________________ (tot_plant_power)_____________ 8.7006E+02 + Total_(MW)______________________________________________________________ ______________________________ 8.7006E+02 + Gross_electrical_output*_(MW)___________________________________________ (pgrossmw)____________________ 8.7006E+02 + Fusion_power_(MW)_______________________________________________________ (powfmw)______________________ 1.6202E+03 + Power_from_energy_multiplication_in_blanket_and_shield_(MW)_____________ (emultmw)_____________________ 3.0836E+02 + Total_(MW)______________________________________________________________ ______________________________ 1.9285E+03 + Net_electrical_output_(MW) _____________________________________________ (pnetelmw)____________________ 4.0001E+02 + Heat_rejected_by_main_power_conversion_circuit_(MW)_____________________ (rejected_main)_______________ 1.3051E+03 + Heat_rejected_by_other_cooling_circuits_(MW)____________________________ (psechtmw)____________________ 2.2417E+02 + Total_(MW)______________________________________________________________ ______________________________ 1.9293E+03 + Net_electric_power_/_total_nuclear_power_(%)____________________________ (pnetelmw/(powfmw+emultmw)____ 2.0741E+01 + Net_electric_power_/_total_fusion_power_(%)_____________________________ (pnetelmw/powfmw)_____________ 2.4689E+01 + Gross_electric_power*_/_high_grade_heat_(%)_____________________________ (etath)_______________________ 4.0000E+01 + Recirculating_power_fraction____________________________________________ (cirpowfr)____________________ 5.4025E-01 + # Water usage during plant operation (secondary cooling) # + Volume_used_in_cooling_tower_(m3/day)___________________________________ (waterusetower)_______________ 5.5485E+04 OP + Volume_used_in_recirculating_water_system_(m3/day)______________________ (wateruserecirc)______________ 1.8617E+04 OP + Volume_used_in_once-through_water_system_(m3/day)_______________________ (wateruseonethru)_____________ 1.8244E+06 OP + # Errors and Warnings # + # Errors and Warnings # + PROCESS_error_status_flag_______________________________________________ (error_status)________________ 2 + Final_error_identifier__________________________________________________ (error_id)____________________ 244 + # End of PROCESS Output # + # End of PROCESS Output # + # Copy of PROCESS Input Follows # +************************************************************************************************************************ +***** ***** +***** Generic large tokamak file ***** +***** James Morris, UKAEA ***** +***** 28/06/23 ***** +***** ***** +************************************************************************* + +* Run Information * +******************* + +runtitle = Generic large tokamak + +* Figure of merit - minimise major radius +minmax = 1 + +* Error tolerance for VMCON +epsvmc = 1e-7 + +* Constraint Equations - Consistency Equations * +************************************************ + +* Beta consistency * +*------------------* +icc = 1 +ixc = 5 * beta +beta = 0.03 + +* Global power balance * +*----------------------* +icc = 2 + +* Radial build consistency * +*--------------------------* +icc = 11 + +* Constraint Equations - Limit Equations * +****************************************** + +* Density upper limit * +*---------------------* +icc = 5 +ixc = 6 * dene [m-3] +fdene = 1.2 +dene = 7.5E19 + +* Neutron wall load upper limit * +*-------------------------------* +icc = 8 +ixc = 14 * fwalld +fwalld = 1.0 +* wall load limit [MW/m2] +walalw = 2.0 + +* Fusion power upper limit * +*--------------------------* + +icc = 9 +ixc = 26 * ffuspow +* Maximum allowable value fusion power [MW] +powfmax = 3000 + +* Burn time lower limit * +*-----------------------* +icc = 13 +ixc = 21 * ftburn +* minimum burn time [s] +tbrnmn = 7200.0 + +* L-H threshold scaling * +*-----------------------* +icc = 15 +ixc = 103 * flhthresh +boundu(103) = 10.0 + +* Injection power upper limit * +*-----------------------------* +icc = 30 +ixc = 46 * fpinj +* Maximum allowable value for injected power [MW] +pinjalw = 200.0 + +* Net electric power lower limit * +*--------------------------------* +icc = 16 +ixc = 25 * fpnetel +* Minimum allowable value for net eletric power [MW] +pnetelin = 400.0 + +* Beta upper limit * +*------------------* +icc = 24 +ixc = 36 * fbetatry +fbetatry = 0.5 + +* Max TF field * +*--------------* +icc = 25 +ixc = 35 * fpeakb +* Maximum allowable value for toroidal magnetic field [T] +bmxlim = 14.0 + +* Central solenoid EOF current density upper limit * +*--------------------------------------------------* +icc = 26 +ixc = 37 * coheof [A/m2] +ixc = 38 * fjohc +boundu(38) = 1.0 +coheof = 1.5E7 +fjohc = 0.6 + +* Central solenoid BOP current density upper limit * +*--------------------------------------------------* +icc = 27 +ixc = 39 * fjohc0 +ixc = 41 * fcohbop +boundu(39) = 1.0 +fjohc0 = 0.6 +fcohbop = 0.9 + +* I_op/I_Crit TF coil limit * +*---------------------------* +icc = 33 +ixc = 50 * fiooic +boundu(50) = 1.0 +fiooic = 0.65 + +* Dump voltage upper limit * +*--------------------------* +icc = 34 +ixc = 51 * fvdump +ixc = 52 * vdalw [kV] +boundu(52) = 10.0 +fvdump = 1.0 +vdalw = 10.0 + +* J_winding pack protection * +*---------------------------* +icc = 35 +ixc = 53 * fjprot +fjprot = 1.0 + +* TF temp marg lower limit * +*--------------------------* +icc = 36 +ixc = 54 * ftmargtf +* Minimum allowable temperature margin [K] +tmargmin = 1.5 + +* CS coil temp margin lower limit * +*---------------------------------* +icc = 60 +ixc = 106 * ftmargoh +tmargmin_cs = 1.5 + +* Lower limit on taup/taueff (ratio alpha particle/energy confinement times) * +*-------------------------------------------------------------------------------* +icc = 62 +ixc = 110 * ftaulimit +taulimit = 5.0 + +* dump time constraint for VV stresses * +*--------------------------------------* +icc = 65 +ixc = 113 * fmaxvvstress +fmaxvvstress = 1.0 + +* CS stress limit * +*-----------------* +icc = 72 +ixc = 123 * foh_stress +foh_stress = 1.0 +* allowable hoop stress in Central Solenoid structural material [Pa] +alstroh = 7.5D8 + +* neped_neped_______________________normalised_residue____________________ (normres023)__________________ -1.9637E-08 + Upper_Lim._on_Psep_*_Bt_/_q_A_R___normalised_residue____________________ (normres024)__________________ 4.9789E-07 + TF_coil_case_stress_upper_limit___normalised_residue____________________ (normres025)__________________ -4.6757E-07 + TF_coil_conduit_stress_upper_lim__normalised_residue____________________ (normres026)__________________ -4.1375E-07 + # Final Feasible Point # + # Power Reactor Costs (1990 US$) # + First_wall_/_blanket_life_(years)_______________________________________ (fwbllife)____________________ 6.1566E+00 + Divertor_life_(years)___________________________________________________ (divlife.)____________________ 3.9769E+00 + Cost_of_electricity_(m$/kWh)____________________________________________ (coe)_________________________ 5.1257E+02 + # Detailed Costings (1990 US$) # + Acc.22_multiplier_for_Nth_of_a_kind_____________________________________ (fkind)_______________________ 1.0000E+00 + Level_of_Safety_Assurance_______________________________________________ (lsa)_________________________ 4 + # Structures and Site Facilities # + Site_improvements,_facilities,_land_(M$)________________________________ (c211)________________________ 3.5200E+01 + Reactor_building_cost_(M$)______________________________________________ (c212)________________________ 4.5238E+02 + Turbine_building_cost_(M$)______________________________________________ (c213)________________________ 3.8000E+01 + Reactor_maintenance_building_cost_(M$)__________________________________ (c2141)_______________________ 1.0307E+02 + Warm_shop_cost_(M$)_____________________________________________________ (c2142)_______________________ 5.7641E+01 + Tritium_building_cost_(M$)______________________________________________ (c215)________________________ 1.4800E+01 + Electrical_equipment_building_cost_(M$)_________________________________ (c216)________________________ 1.9736E+01 + Additional_buildings_cost_(M$)__________________________________________ (c2171)_______________________ 1.8000E+01 + Control_room_buildings_cost_(M$)________________________________________ (c2172)_______________________ 2.1000E+01 + Shop_and_warehouses_cost_(M$)___________________________________________ (c2173)_______________________ 1.1500E+01 + Cryogenic_building_cost_(M$)____________________________________________ (c2174)_______________________ 6.8891E+00 + Total_account_21_cost_(M$)______________________________________________ (c21)_________________________ 7.7822E+02 + # Reactor Systems # + First_wall_cost_(M$)____________________________________________________ (c2211)_______________________ 1.9130E+02 + Blanket_beryllium_cost_(M$)_____________________________________________ (c22121)______________________ 2.6109E+02 + Blanket_breeder_material_cost_(M$)______________________________________ (c22122)______________________ 6.3985E+02 + Blanket_stainless_steel_cost_(M$)_______________________________________ (c22123)______________________ 8.0726E+01 + Blanket_vanadium_cost_(M$)______________________________________________ (c22124)______________________ 0.0000E+00 + Blanket_total_cost_(M$)_________________________________________________ (c2212)_______________________ 9.8166E+02 + Bulk_shield_cost_(M$)___________________________________________________ (c22131)______________________ 7.8394E+01 + Penetration_shielding_cost_(M$)_________________________________________ (c22132)______________________ 7.8394E+01 + Total_shield_cost_(M$)__________________________________________________ (c2213)_______________________ 1.5679E+02 + Total_support_structure_cost_(M$)_______________________________________ (c2214)_______________________ 4.0933E+01 + Divertor_cost_(M$)______________________________________________________ (c2215)_______________________ 4.1660E+01 + Total_account_221_cost_(M$)_____________________________________________ (c221)________________________ 1.4123E+03 + # Magnets # + TF_coil_conductor_cost_(M$)_____________________________________________ (c22211)______________________ 1.3230E+02 + TF_coil_winding_cost_(M$)_______________________________________________ (c22212)______________________ 5.4263E+01 + TF_coil_case_cost_(M$)__________________________________________________ (c22213)______________________ 4.4365E+02 + TF_intercoil_structure_cost_(M$)________________________________________ (c22214)______________________ 1.5066E+02 + TF_coil_gravity_support_structure_(M$)__________________________________ (c22215)______________________ 4.4659E+01 + TF_magnet_assemblies_cost_(M$)__________________________________________ (c2221)_______________________ 8.2552E+02 + PF_coil_conductor_cost_(M$)_____________________________________________ (c22221)______________________ 4.6409E+02 + PF_coil_winding_cost_(M$)_______________________________________________ (c22222)______________________ 7.6765E+01 + PF_coil_case_cost_(M$)__________________________________________________ (c22223)______________________ 9.4861E+01 + PF_coil_support_structure_cost_(M$)_____________________________________ (c22224)______________________ 8.0235E+00 + PF_magnet_assemblies_cost_(M$)__________________________________________ (c2222)_______________________ 6.4374E+02 + Vacuum_vessel_assembly_cost_(M$)________________________________________ (c2223)_______________________ 2.5404E+02 + Total_account_222_cost_(M$)_____________________________________________ (c222)________________________ 1.7233E+03 + # Power Injection # + ECH_system_cost_(M$)____________________________________________________ (c2231)_______________________ 2.4043E+02 + Lower_hybrid_system_cost_(M$)___________________________________________ (c2232)_______________________ 0.0000E+00 + Neutral_beam_system_cost_(M$)___________________________________________ (c2233)_______________________ 0.0000E+00 + Total_account_223_cost_(M$)_____________________________________________ (c223)________________________ 2.4043E+02 + # Vacuum Systems # + High_vacuum_pumps_cost_(M$)_____________________________________________ (c2241)_______________________ 1.2480E+01 + Backing_pumps_cost_(M$)_________________________________________________ (c2242)_______________________ 4.6800E+00 + Vacuum_duct_cost_(M$)___________________________________________________ (c2243)_______________________ 2.5280E+00 + Valves_cost_(M$)________________________________________________________ (c2244)_______________________ 5.7410E+00 + Duct_shielding_cost_(M$)________________________________________________ (c2245)_______________________ 0.0000E+00 + Instrumentation_cost_(M$)_______________________________________________ (c2246)_______________________ 1.3000E+00 + Total_account_224_cost_(M$)_____________________________________________ (c224)________________________ 2.6729E+01 + # Power Conditioning # + TF_coil_power_supplies_cost_(M$)________________________________________ (c22511)______________________ 4.0144E+00 + TF_coil_breakers_cost_(M$)______________________________________________ (c22512)______________________ 3.4127E+01 + TF_coil_dump_resistors_cost_(M$)________________________________________ (c22513)______________________ 2.1322E+01 + TF_coil_instrumentation_and_control_(M$)________________________________ (c22514)______________________ 4.8000E+00 + TF_coil_bussing_cost_(M$)_______________________________________________ (c22515)______________________ 3.5267E+01 + Total,_TF_coil_power_costs_(M$)_________________________________________ (c2251)_______________________ 9.9531E+01 + PF_coil_power_supplies_cost_(M$)________________________________________ (c22521)______________________ 2.9591E+00 + PF_coil_instrumentation_and_control_(M$)________________________________ (c22522)______________________ 3.6000E+00 + PF_coil_bussing_cost_(M$)_______________________________________________ (c22523)______________________ 1.1995E+01 + PF_coil_burn_power_supplies_cost_(M$)___________________________________ (c22524)______________________ 1.2679E+00 + PF_coil_breakers_cost_(M$)______________________________________________ (c22525)______________________ 1.4709E+01 + PF_coil_dump_resistors_cost_(M$)________________________________________ (c22526)______________________ 4.3206E+00 + PF_coil_ac_breakers_cost_(M$)___________________________________________ (c22527)______________________ 9.0000E-01 + Total,_PF_coil_power_costs_(M$)_________________________________________ (c2252)_______________________ 3.9752E+01 + Total,_energy_storage_cost_(M$)_________________________________________ (c2253)_______________________ 1.6864E+01 + Total_account_225_cost_(M$)_____________________________________________ (c225)________________________ 1.5615E+02 + # Heat Transport System # + Pumps_and_piping_system_cost_(M$)_______________________________________ (cpp)_________________________ 3.6795E+01 + Primary_heat_exchanger_cost_(M$)________________________________________ (chx)_________________________ 7.1692E+01 + Total,_reactor_cooling_system_cost_(M$)_________________________________ (c2261)_______________________ 1.0849E+02 + Pumps,_piping_cost_(M$)_________________________________________________ (cppa)________________________ 2.8417E+01 + Total,_auxiliary_cooling_system_cost_(M$)_______________________________ (c2262)_______________________ 2.8417E+01 + Total,_cryogenic_system_cost_(M$)_______________________________________ (c2263)_______________________ 1.7039E+02 + Total_account_226_cost_(M$)_____________________________________________ (c226)________________________ 3.0729E+02 + # Fuel Handling System # + Fuelling_system_cost_(M$)_______________________________________________ (c2271)_______________________ 2.2300E+01 + Fuel_processing_and_purification_cost_(M$)______________________________ (c2272)_______________________ 1.0229E+02 + Atmospheric_recovery_systems_cost_(M$)__________________________________ (c2273)_______________________ 5.8088E+01 + Nuclear_building_ventilation_cost_(M$)__________________________________ (c2274)_______________________ 6.9201E+01 + Total_account_227_cost_(M$)_____________________________________________ (c227)________________________ 2.5188E+02 + # Instrumentation and Control # + Instrumentation_and_control_cost_(M$)___________________________________ (c228)________________________ 1.5000E+02 + # Maintenance Equipment # + Maintenance_equipment_cost_(M$)_________________________________________ (c229)________________________ 1.2500E+02 + # Total Account 22 Cost # + Total_account_22_cost_(M$)______________________________________________ (c22)_________________________ 4.3931E+03 + # Turbine Plant Equipment # + Turbine_plant_equipment_cost_(M$)_______________________________________ (c23)_________________________ 1.7613E+02 + # Electric Plant Equipment # + Switchyard_equipment_cost_(M$)__________________________________________ (c241)________________________ 1.8400E+01 + Transformers_cost_(M$)__________________________________________________ (c242)________________________ 8.0330E+00 + Low_voltage_equipment_cost_(M$)_________________________________________ (c243)________________________ 6.4513E+00 + Diesel_backup_equipment_cost_(M$)_______________________________________ (c244)________________________ 6.8000E+00 + Auxiliary_facilities_cost_(M$)__________________________________________ (c245)________________________ 1.5000E+00 + Total_account_24_cost_(M$)______________________________________________ (c24)_________________________ 4.1184E+01 + # Miscellaneous Plant Equipment # + Miscellaneous_plant_equipment_cost_(M$)_________________________________ (c25)_________________________ 2.5000E+01 + # Heat Rejection System # + Heat_rejection_system_cost_(M$)_________________________________________ (c26)_________________________ 4.9877E+01 + # Plant Direct Cost # + Plant_direct_cost_(M$)__________________________________________________ (cdirt)_______________________ 5.4635E+03 + # Reactor Core Cost # + Reactor_core_cost_(M$)__________________________________________________ (crctcore)____________________ 3.3761E+03 + # Indirect Cost # + Indirect_cost_(M$)______________________________________________________ (c9)__________________________ 1.8221E+03 + # Total Contingency # + Total_contingency_(M$)__________________________________________________ (ccont)_______________________ 1.4207E+03 + # Constructed Cost # + Constructed_cost_(M$)___________________________________________________ (concost)_____________________ 8.7063E+03 + # Interest during Construction # + Interest_during_construction_(M$)_______________________________________ (moneyint)____________________ 1.4365E+03 + # Total Capital Investment # + Total_capital_investment_(M$)___________________________________________ (capcost)_____________________ 1.0143E+04 + # Plant Availability # + Allowable_blanket_neutron_fluence_(MW-yr/m2)____________________________ (abktflnc)____________________ 5.0000E+00 + Allowable_divertor_heat_fluence_(MW-yr/m2)______________________________ (adivflnc)____________________ 7.0000E+00 + First_wall_/_blanket_lifetime_(years)___________________________________ (bktlife)_____________________ 6.1566E+00 OP + Divertor_lifetime_(years)_______________________________________________ (divlife)_____________________ 3.9769E+00 OP + Heating/CD_system_lifetime_(years)______________________________________ (cdrlife)_____________________ 6.1566E+00 OP + Total_plant_lifetime_(years)____________________________________________ (tlife)_______________________ 3.0000E+01 + Total_plant_availability_fraction_______________________________________ (cfactr)______________________ 8.0000E-01 + Number_of_fusion_cycles_to_reach_allowable_fw/blanket_DPA_______________ (bktcycles)___________________ 1.5787E+04 + # Plasma # + Tokamak_aspect_ratio_=_Conventional,_itart_=_0__________________________ (itart)_______________________ 0.0000E+00 + Major_radius_(m)________________________________________________________ (rmajor)______________________ 8.0000E+00 ITV + Minor_radius_(m)________________________________________________________ (rminor)______________________ 2.6667E+00 + Aspect_ratio____________________________________________________________ (aspect)______________________ 3.0000E+00 + Elongation,_X-point_(input_value_used)__________________________________ (kappa)_______________________ 1.8500E+00 + Elongation,_95%_surface_(calculated_from_kappa)_________________________ (kappa95)_____________________ 1.6518E+00 + Elongation,_area_ratio_calc.____________________________________________ (kappaa)______________________ 1.7188E+00 + Triangularity,_X-point_(input_value_used)_______________________________ (triang)______________________ 5.0000E-01 + Triangularity,_95%_surface_(calculated_from_triang)_____________________ (triang95)____________________ 3.3333E-01 + Plasma_poloidal_perimeter_(m)___________________________________________ (pperim)______________________ 2.4081E+01 + Plasma_cross-sectional_area_(m2)________________________________________ (xarea)_______________________ 3.8398E+01 + Plasma_surface_area_(m2)________________________________________________ (sarea)_______________________ 1.1738E+03 OP + Plasma_volume_(m3)______________________________________________________ (vol)_________________________ 1.8882E+03 OP + Plasma_current_scaling_law_used_________________________________________ (icurr)_______________________ 4 + Plasma_current_(MA)_____________________________________________________ (plascur/1D6)_________________ 1.6631E+01 + Current_density_profile_factor__________________________________________ (alphaj)______________________ 1.9805E+00 + Plasma_internal_inductance,_li__________________________________________ (rli)_________________________ 1.2275E+00 + Vertical_field_at_plasma_(T)____________________________________________ (bvert)_______________________ -7.4373E-01 + Vacuum_toroidal_field_at_R_(T)__________________________________________ (bt)__________________________ 5.2940E+00 ITV + Average_poloidal_field_(T)______________________________________________ (bp)__________________________ 8.6787E-01 + Total_field_(sqrt(bp^2_+_bt^2))_(T)_____________________________________ (btot)________________________ 5.3647E+00 + Safety_factor_on_axis___________________________________________________ (q0)__________________________ 1.0000E+00 + Safety_factor_at_95%_flux_surface_______________________________________ (q95)_________________________ 3.5961E+00 ITV + Cylindrical_safety_factor_(qcyl)________________________________________ (qstar)_______________________ 2.9805E+00 + Total_plasma_beta_______________________________________________________ (beta)________________________ 3.3648E-02 ITV + Total_poloidal_beta_____________________________________________________ (betap)_______________________ 1.2857E+00 OP + Total_toroidal_beta_____________________________________________________ ______________________________ 3.4553E-02 OP + Fast_alpha_beta_________________________________________________________ (betaft)______________________ 4.2236E-03 OP + Beam_ion_beta___________________________________________________________ (betanb)______________________ 0.0000E+00 OP + (Fast_alpha_+_beam_physics_variables.beta)/(thermal_physics_variables.be (gammaft)_____________________ 1.4354E-01 OP + Thermal_beta____________________________________________________________ ______________________________ 2.9425E-02 OP + Thermal_poloidal_beta___________________________________________________ ______________________________ 1.1243E+00 OP + Thermal_toroidal_physics_variables.beta_(=_beta-exp)____________________ ______________________________ 3.0215E-02 OP + 2nd_stability_physics_variables.beta_:_beta_p_/_(R/a)___________________ (eps*betap)___________________ 4.2857E-01 + 2nd_stability_physics_variables.beta_upper_limit________________________ (epbetmax)____________________ 1.3800E+00 + Beta_g_coefficient______________________________________________________ (dnbeta)______________________ 4.9099E+00 + Normalised_thermal_beta_________________________________________________ ______________________________ 2.4977E+00 + Normalised_total_beta___________________________________________________ ______________________________ 2.8562E+00 + Normalised_toroidal_beta________________________________________________ (normalised_toroidal_beta)____ 2.9330E+00 + Limit_on_thermal_beta___________________________________________________ (betalim)_____________________ 5.7842E-02 + Plasma_thermal_energy_(J)_______________________________________________ ______________________________ 9.5431E+08 OP + Total_plasma_internal_energy_(J)________________________________________ (total_plasma_internal_energy) 1.0913E+09 OP + Electron_temperature_(keV)______________________________________________ (te)__________________________ 1.2489E+01 ITV + Electron_temperature_on_axis_(keV)______________________________________ (te0)_________________________ 2.5758E+01 + Ion_temperature_(keV)___________________________________________________ (ti)__________________________ 1.2489E+01 + Ion_temperature_on_axis_(keV)___________________________________________ (ti0)_________________________ 2.5758E+01 + Electron_temp.,_density_weighted_(keV)__________________________________ (ten)_________________________ 1.3805E+01 + Electron_density_(/m3)__________________________________________________ (dene)________________________ 8.0667E+19 ITV + Electron_density_on_axis_(/m3)__________________________________________ (ne0)_________________________ 1.0610E+20 OP + Line-averaged_electron_density_(/m3)____________________________________ (dnla)________________________ 8.9334E+19 OP + Line-averaged_electron_density_/_Greenwald_density______________________ (dnla_gw)_____________________ 1.2000E+00 OP + Ion_density_(/m3)_______________________________________________________ (dnitot)______________________ 7.1669E+19 OP + Fuel_density_(/m3)______________________________________________________ (deni)________________________ 6.4831E+19 OP + Total_impurity_density_with_Z_>_2_(no_He)_(/m3)_________________________ (dnz)_________________________ 4.6503E+16 OP + Helium_ion_density_(thermalised_ions_only)_(/m3)________________________ (dnalp)_______________________ 6.7723E+18 OP + Proton_density_(/m3)____________________________________________________ (dnprot)______________________ 1.8963E+16 OP + Hot_beam_density_(/m3)__________________________________________________ (dnbeam)______________________ 0.0000E+00 OP + Density_limit_from_scaling_(/m3)________________________________________ (dnelimt)_____________________ 7.4445E+19 OP + Density_limit_(enforced)_(/m3)__________________________________________ (boundu(9)*dnelimt)___________ 7.4445E+19 OP + Helium_ion_density_(thermalised_ions_only)_/_electron_density___________ (ralpne)______________________ 8.3954E-02 ITV + H__concentration________________________________________________________ (fimp(01))____________________ 8.0392E-01 OP + He_concentration________________________________________________________ (fimp(02))____________________ 8.3954E-02 + Be_concentration________________________________________________________ (fimp(03))____________________ 0.0000E+00 + C__concentration________________________________________________________ (fimp(04))____________________ 0.0000E+00 + N__concentration________________________________________________________ (fimp(05))____________________ 0.0000E+00 + O__concentration________________________________________________________ (fimp(06))____________________ 0.0000E+00 + Ne_concentration________________________________________________________ (fimp(07))____________________ 0.0000E+00 + Si_concentration________________________________________________________ (fimp(08))____________________ 0.0000E+00 + Ar_concentration________________________________________________________ (fimp(09))____________________ 0.0000E+00 + Fe_concentration________________________________________________________ (fimp(10))____________________ 0.0000E+00 + Ni_concentration________________________________________________________ (fimp(11))____________________ 0.0000E+00 + Kr_concentration________________________________________________________ (fimp(12))____________________ 0.0000E+00 + Xe_concentration________________________________________________________ (fimp(13))____________________ 5.7149E-04 ITV + W__concentration________________________________________________________ (fimp(14))____________________ 5.0000E-06 + Average_mass_of_all_ions_(amu)__________________________________________ (aion)________________________ 2.7252E+00 OP + Effective_charge________________________________________________________ (zeff)________________________ 2.5164E+00 + Density_profile_factor__________________________________________________ (alphan)______________________ 1.0000E+00 + Plasma_profile_model____________________________________________________ (ipedestal)___________________ 1 + Density_pedestal_r/a_location___________________________________________ (rhopedn)_____________________ 9.4000E-01 + Electron_density_pedestal_height_(/m3)__________________________________ (neped)_______________________ 6.3278E+19 OP + Electron_density_at_pedestal_/_nGW______________________________________ (fgwped_out)__________________ 8.5000E-01 + Temperature_pedestal_r/a_location_______________________________________ (rhopedt)_____________________ 9.4000E-01 + Pedestal_scaling_switch_________________________________________________ (ieped)_______________________ 0 + Electron_temp._pedestal_height_(keV)____________________________________ (teped)_______________________ 5.5000E+00 + Electron_temp._at_separatrix_(keV)______________________________________ (tesep)_______________________ 1.0000E-01 + Electron_density_at_separatrix_(/m3)____________________________________ (nesep)_______________________ 3.7223E+19 + Electron_density_at_separatrix_/_nGW____________________________________ (fgwsep_out)__________________ 5.0000E-01 + Temperature_profile_index_______________________________________________ (alphat)______________________ 1.4500E+00 + Temperature_profile_index_beta__________________________________________ (tbeta)_______________________ 2.0000E+00 + Old_ASDEX_model_________________________________________________________ (dlimit(1))___________________ 5.2797E+19 OP + Borrass_ITER_model_I____________________________________________________ (dlimit(2))___________________ 1.0969E+20 OP + Borrass_ITER_model_II___________________________________________________ (dlimit(3))___________________ 4.3575E+19 OP + JET_edge_radiation_model________________________________________________ (dlimit(4))___________________ 3.0227E+21 OP + JET_simplified_model____________________________________________________ (dlimit(5))___________________ 4.3397E+20 OP + Hugill-Murakami_Mq_model________________________________________________ (dlimit(6))___________________ 6.6609E+19 OP + Greenwald_model_________________________________________________________ (dlimit(7))___________________ 7.4445E+19 OP + Deuterium_fuel_fraction_________________________________________________ (fdeut)_______________________ 5.0000E-01 + Tritium_fuel_fraction___________________________________________________ (ftrit)_______________________ 5.0000E-01 + Total_fusion_power_(MW)_________________________________________________ (powfmw)______________________ 1.6202E+03 OP + _=____D-T_fusion_power_(MW)_____________________________________________ (pdt)_________________________ 1.6182E+03 OP + __+___D-D_fusion_power_(MW)_____________________________________________ (pdd)_________________________ 1.9494E+00 OP + __+_D-He3_fusion_power_(MW)_____________________________________________ (pdhe3)_______________________ 0.0000E+00 OP + Alpha_power:_total_(MW)_________________________________________________ (palpmw)______________________ 3.2365E+02 OP + Alpha_power:_beam-plasma_(MW)___________________________________________ (palpnb)______________________ 0.0000E+00 OP + Neutron_power_(MW)______________________________________________________ (pneutmw)_____________________ 1.2953E+03 OP + Charged_particle_power_(excluding_alphas)_(MW)__________________________ (pchargemw)___________________ 1.2659E+00 OP + Total_power_deposited_in_plasma_(MW)____________________________________ (tot_power_plasma)____________ 3.8950E+02 OP + Bremsstrahlung_radiation_power_(MW)_____________________________________ (pbrempv*vol)_________________ 6.5195E+01 OP + Line_radiation_power_(MW)_______________________________________________ (plinepv*vol)_________________ 1.4609E+02 OP + Synchrotron_radiation_power_(MW)________________________________________ (psyncpv*vol)_________________ 1.5187E+01 OP + Synchrotron_wall_reflectivity_factor____________________________________ (ssync)_______________________ 6.0000E-01 + Normalised_minor_radius_defining_'core'_________________________________ (coreradius)__________________ 7.5000E-01 + Fraction_of_core_radiation_subtracted_from_P_L__________________________ (coreradiationfraction)_______ 6.0000E-01 + Radiation_power_from_inner_zone_(MW)____________________________________ (pinnerzoneradmw)_____________ 9.1650E+01 OP + Radiation_power_from_outer_zone_(MW)____________________________________ (pouterzoneradmw)_____________ 1.3482E+02 OP + Total_radiation_power_from_inside_LCFS_(MW)_____________________________ (pradmw)______________________ 2.2647E+02 OP + LCFS_radiation_fraction_=_total_radiation_in_LCFS_/_total_power_deposite (rad_fraction_LCFS)___________ 5.8144E-01 OP + Nominal_mean_radiation_load_on_inside_surface_of_reactor_(MW/m2)________ (photon_wall)_________________ 1.7749E-01 OP + Peaking_factor_for_radiation_wall_load__________________________________ (peakfactrad)_________________ 3.3300E+00 IP + Maximum_permitted_radiation_wall_load_(MW/m^2)__________________________ (maxradwallload)______________ 1.0000E+00 IP + Peak_radiation_wall_load_(MW/m^2)_______________________________________ (peakradwallload)_____________ 5.9106E-01 OP + Fast_alpha_particle_power_incident_on_the_first_wall_(MW)_______________ (palpfwmw)____________________ 1.6182E+01 OP + Nominal_mean_neutron_load_on_inside_surface_of_reactor_(MW/m2)__________ (wallmw)______________________ 1.0152E+00 OP + Power_incident_on_the_divertor_targets_(MW)_____________________________ (ptarmw)______________________ 3.2606E+01 OP + Fraction_of_power_to_the_lower_divertor_________________________________ (ftar)________________________ 1.0000E+00 IP + Outboard_side_heat_flux_decay_length_(m)________________________________ (lambdaio)____________________ 1.5700E-03 OP + Fraction_of_power_on_the_inner_targets__________________________________ (fio)_________________________ 4.1000E-01 OP + Fraction_of_power_incident_on_the_lower_inner_target____________________ (fLI)_________________________ 4.1000E-01 OP + Fraction_of_power_incident_on_the_lower_outer_target____________________ (fLO)_________________________ 5.9000E-01 OP + Power_incident_on_the_lower_inner_target_(MW)___________________________ (pLImw)_______________________ 1.3368E+01 OP + Power_incident_on_the_lower_outer_target_(MW)___________________________ (pLOmw)_______________________ 1.9237E+01 OP + Ohmic_heating_power_(MW)________________________________________________ (pohmmw)______________________ 6.2284E-01 OP + Fraction_of_alpha_power_deposited_in_plasma_____________________________ (falpha)______________________ 9.5000E-01 + Fraction_of_alpha_power_to_electrons____________________________________ (falpe)_______________________ 7.1828E-01 + Fraction_of_alpha_power_to_ions_________________________________________ (falpi)_______________________ 2.8172E-01 + Ion_transport_(MW)______________________________________________________ (ptrimw)______________________ 1.4013E+02 OP + Electron_transport_(MW)_________________________________________________ (ptremw)______________________ 1.5772E+02 OP + Injection_power_to_ions_(MW)____________________________________________ (pinjimw)_____________________ 0.0000E+00 OP + Injection_power_to_electrons_(MW)_______________________________________ (pinjemw)_____________________ 8.0143E+01 OP + Ignited_plasma_switch_(0=not_ignited,_1=ignited)________________________ (ignite)______________________ 0 + Power_into_divertor_zone_via_charged_particles_(MW)_____________________ (pdivt)_______________________ 1.6303E+02 OP + Psep_/_R_ratio_(MW/m)___________________________________________________ (pdivt/rmajor)________________ 2.0378E+01 OP + Psep_Bt_/_qAR_ratio_(MWT/m)_____________________________________________ (pdivtbt/qar)_________________ 1.0000E+01 OP + ITER_1996_scaling:_nominal_(MW)_________________________________________ (pthrmw(1))___________________ 1.2978E+02 OP + ITER_1996_scaling:_upper_bound_(MW)_____________________________________ (pthrmw(2))___________________ 2.8603E+02 OP + ITER_1996_scaling:_lower_bound_(MW)_____________________________________ (pthrmw(3))___________________ 5.8098E+01 OP + ITER_1997_scaling_(1)_(MW)______________________________________________ (pthrmw(4))___________________ 2.1452E+02 OP + ITER_1997_scaling_(2)_(MW)______________________________________________ (pthrmw(5))___________________ 1.7206E+02 OP + Martin_2008_scaling:_nominal_(MW)_______________________________________ (pthrmw(6))___________________ 9.7416E+01 OP + Martin_2008_scaling:_95%_upper_bound_(MW)_______________________________ (pthrmw(7))___________________ 1.2769E+02 OP + Martin_2008_scaling:_95%_lower_bound_(MW)_______________________________ (pthrmw(8))___________________ 6.7143E+01 OP + Snipes_2000_scaling:_nominal_(MW)_______________________________________ (pthrmw(9))___________________ 6.7785E+01 OP + Snipes_2000_scaling:_upper_bound_(MW)___________________________________ (pthrmw(10))__________________ 9.9437E+01 OP + Snipes_2000_scaling:_lower_bound_(MW)___________________________________ (pthrmw(11))__________________ 4.5839E+01 OP + Snipes_2000_scaling_(closed_divertor):_nominal_(MW)_____________________ (pthrmw(12))__________________ 3.1010E+01 OP + Snipes_2000_scaling_(closed_divertor):_upper_bound_(MW)_________________ (pthrmw(13))__________________ 4.3148E+01 OP + Snipes_2000_scaling_(closed_divertor):_lower_bound_(MW)_________________ (pthrmw(14))__________________ 2.2130E+01 OP + Hubbard_2012_L-I_threshold_-_nominal_(MW)_______________________________ (pthrmw(15))__________________ 2.7549E+01 OP + Hubbard_2012_L-I_threshold_-_lower_bound_(MW)___________________________ (pthrmw(16))__________________ 1.4319E+01 OP + Hubbard_2012_L-I_threshold_-_upper_bound_(MW)___________________________ (pthrmw(17))__________________ 5.3005E+01 OP + Hubbard_2017_L-I_threshold______________________________________________ (pthrmw(18))__________________ 2.6202E+02 OP + Martin_2008_aspect_ratio_corrected_scaling:_nominal_(MW)________________ (pthrmw(19))__________________ 9.7416E+01 OP + Martin_2008_aspect_ratio_corrected_scaling:_95%_upper_bound_(MW)________ (pthrmw(20))__________________ 1.2769E+02 OP + Martin_2008_aspect_ratio_corrected_scaling:_95%_lower_bound_(MW)________ (pthrmw(21))__________________ 6.7143E+01 OP + L-H_threshold_power_(enforced)_(MW)_____________________________________ (boundl(103)*plhthresh)_______ 9.7416E+01 OP + L-H_threshold_power_(MW)________________________________________________ (plhthresh)___________________ 9.7416E+01 OP + Confinement_H_factor____________________________________________________ (hfact)_______________________ 1.1886E+00 ITV + Global_thermal_energy_confinement_time_(s)______________________________ (taueff)______________________ 3.2037E+00 + Ion_energy_confinement_time_(s)_________________________________________ (tauei)_______________________ 3.2037E+00 + Electron_energy_confinement_time_(s)____________________________________ (tauee)_______________________ 3.2037E+00 + n.tau_=_Volume-average_electron_density_x_Energy_confinement_time_(s/m3) (dntau)_______________________ 2.5843E+20 OP + Triple_product__(keV_s/m3)______________________________________________ (dntau*te)____________________ 3.2275E+21 OP + Transport_loss_power_assumed_in_scaling_law_(MW)________________________ (powerht)_____________________ 2.9785E+02 OP + Switch_for_radiation_loss_term_usage_in_power_balance___________________ (iradloss)____________________ 1 + Radiation_power_subtracted_from_plasma_power_balance_(MW)_______________ ______________________________ 9.1650E+01 OP + Alpha_particle_confinement_time_(s)_____________________________________ (taup)________________________ 2.2270E+01 + Alpha_particle/energy_confinement_time_ratio____________________________ (taup/taueff)_________________ 6.9512E+00 + Lower_limit_on_taup/taueff______________________________________________ (taulimit)____________________ 5.0000E+00 + Total_energy_confinement_time_including_radiation_loss_(s)______________ (total_energy_conf_time)______ 2.8018E+00 + Normalized_plasma_pressure_beta_as_defined_by_McDonald_et_al____________ (beta_mcdonald)_______________ 3.4553E-02 OP + Normalized_ion_Larmor_radius____________________________________________ (rho_star)____________________ 1.9603E-03 OP + Normalized_collisionality_______________________________________________ (nu_star)_____________________ 3.7266E-03 OP + Volume_measure_of_elongation____________________________________________ (kappaa_IPB)__________________ 1.6815E+00 OP + Total_volt-second_requirement_(Wb)______________________________________ (vsstt)_______________________ 5.5616E+02 OP + Inductive_volt-seconds_(Wb)_____________________________________________ (vsind)_______________________ 2.3585E+02 OP + Ejima_coefficient_______________________________________________________ (gamma)_______________________ 3.0000E-01 + Start-up_resistive_(Wb)_________________________________________________ (vsres)_______________________ 5.0159E+01 OP + Flat-top_resistive_(Wb)_________________________________________________ (vsbrn)_______________________ 2.7015E+02 OP + bootstrap_current_fraction_multiplier___________________________________ (cboot)_______________________ 1.0000E+00 + Bootstrap_fraction_(ITER_1989)__________________________________________ (bscf_iter89)_________________ 3.7098E-01 + Bootstrap_fraction_(Sauter_et_al)_______________________________________ (bscf_sauter)_________________ 4.1920E-01 + Bootstrap_fraction_(Nevins_et_al)_______________________________________ (bscf_nevins)_________________ 3.5042E-01 + Bootstrap_fraction_(Wilson)_____________________________________________ (bscf_wilson)_________________ 4.3349E-01 + Diamagnetic_fraction_(Hender)___________________________________________ (diacf_hender)________________ 1.2017E-02 + Diamagnetic_fraction_(SCENE)____________________________________________ (diacf_scene)_________________ 1.1139E-02 + Pfirsch-Schlueter_fraction_(SCENE)______________________________________ (pscf_scene)__________________ -3.0283E-03 + Bootstrap_fraction_(enforced)___________________________________________ (bootipf.)____________________ 4.1920E-01 + Diamagnetic_fraction_(enforced)_________________________________________ (diaipf.)_____________________ 0.0000E+00 + Pfirsch-Schlueter_fraction_(enforced)___________________________________ (psipf.)______________________ 0.0000E+00 + Loop_voltage_during_burn_(V)____________________________________________ (vburn)_______________________ 3.7450E-02 OP + Plasma_resistance_(ohm)_________________________________________________ (rplas)_______________________ 3.9755E-09 OP + Resistive_diffusion_time_(s)____________________________________________ (res_time)____________________ 3.0619E+03 OP + Plasma_inductance_(H)___________________________________________________ (rlp)_________________________ 1.4181E-05 OP + Coefficient_for_sawtooth_effects_on_burn_V-s_requirement________________ (csawth)______________________ 1.0000E+00 + Ratio_of_He_and_pellet_particle_confinement_times_______________________ (tauratio)____________________ 1.0000E+00 + Fuelling_rate_(nucleus-pairs/s)_________________________________________ (qfuel)_______________________ 3.3420E+21 OP + Fuel_burn-up_rate_(reactions/s)_________________________________________ (rndfuel)_____________________ 5.7755E+20 OP + Burn-up_fraction________________________________________________________ (burnup)______________________ 1.7282E-01 + # Energy confinement times, and required H-factors : # + # Current Drive System # + Current_drive_efficiency_model__________________________________________ (iefrf)_______________________ 10 + Secondary_current_drive_efficiency_model________________________________ (iefrffix)____________________ 0 + Ratio_of_power_for_flat-top_to_start-up_(MW)____________________________ (startupratio)________________ 1.0000E+00 + Auxiliary_power_used_for_plasma_heating_only_(MW)_______________________ (pheat)_______________________ 7.5000E+01 + Power_injected_for_current_drive_(MW)___________________________________ (pcurrentdrivemw)_____________ 5.1429E+00 + Maximum_Allowed_Bootstrap_current_fraction______________________________ (bscfmax)_____________________ 9.5000E-01 + Fusion_gain_factor_Q____________________________________________________ (bigq)________________________ 2.0060E+01 OP + Auxiliary_current_drive_(A)_____________________________________________ (auxiliary_cd)________________ 2.3908E+05 OP + Current_drive_efficiency_(A/W)__________________________________________ (effcd)_______________________ 4.6488E-02 OP + Normalised_current_drive_efficiency,_gamma_(10^20_A/W-m2)_______________ (gamcd)_______________________ 3.0000E-01 OP + Wall_plug_to_injector_efficiency________________________________________ (etacd)_______________________ 5.0000E-01 + ECRH_plasma_heating_efficiency__________________________________________ (gamma_ecrh)__________________ 3.0000E-01 + Bootstrap_fraction______________________________________________________ (bootipf)_____________________ 4.1920E-01 + Diamagnetic_fraction____________________________________________________ (diaipf)______________________ 0.0000E+00 + Pfirsch-Schlueter_fraction______________________________________________ (psipf)_______________________ 0.0000E+00 + Auxiliary_current_drive_fraction________________________________________ (faccd)_______________________ 1.4376E-02 + Inductive_fraction______________________________________________________ (facoh)_______________________ 5.6642E-01 + Total___________________________________________________________________ (plasipf+faccd+facoh)_________ 1.0000E+00 + Fraction_of_the_plasma_current_produced_by_non-inductive_means__________ (fvsbrnni)____________________ 4.3358E-01 ITV + Electron_cyclotron_injected_power_(MW)__________________________________ (echpwr)______________________ 8.0143E+01 OP + Maximum_allowable_ECRH_power_(MW)_______________________________________ (pinjalw)_____________________ 2.0000E+02 + ECH_wall_plug_efficiency________________________________________________ (etaech)______________________ 5.0000E-01 + ECH_wall_plug_power_(MW)________________________________________________ (echwpow)_____________________ 1.6029E+02 OP + Total_V-s_capability_of_Central_Solenoid/PF_coils_(Wb)__________________ (abs(vstot))__________________ 5.7728E+02 + Required_volt-seconds_during_start-up_(Wb)______________________________ (vssoft)______________________ 2.8601E+02 + Available_volt-seconds_during_burn_(Wb)_________________________________ (vsmax)_______________________ 2.7014E+02 + # Times # + Initial_charge_time_for_CS_from_zero_current_(s)________________________ (tramp)_______________________ 5.0000E+02 + Plasma_current_ramp-up_time_(s)_________________________________________ (tohs)________________________ 1.6631E+02 + Heating_time_(s)________________________________________________________ (theat)_______________________ 1.0000E+01 + Burn_time_(s)___________________________________________________________ (tburn)_______________________ 7.2035E+03 OP + Reset_time_to_zero_current_for_CS_(s)___________________________________ (tqnch)_______________________ 1.6631E+02 + Time_between_pulses_(s)_________________________________________________ (tdwell)______________________ 1.8000E+03 + Total_plant_cycle_time_(s)______________________________________________ (tcycle)______________________ 9.8463E+03 OP + # Radial Build # + TF_coil_radial_placement_switch_________________________________________ (tf_in_cs)____________________ 0 + TF_coil_radial_placement_switch_________________________________________ (tf_in_cs)____________________ 0 + Machine_bore_(m)________________________________________________________ (bore)________________________ 1.9854E+00 ITV + CS_radial_thickness_(m)_________________________________________________ (ohcth)_______________________ 5.7587E-01 ITV + CS_precompression_(m)___________________________________________________ (precomp)_____________________ 6.8064E-02 + CS_precompresion_to_TF_coil_radial_gap_(m)______________________________ (gapoh)_______________________ 8.0000E-02 + TF_coil_inboard_leg_(m)_________________________________________________ (tfcth)_______________________ 9.1597E-01 ITV + TF_coil_inboard_leg_insulation_gap_(m)__________________________________ (tftsgap)_____________________ 5.0000E-02 + Thermal_shield,_inboard_(m)_____________________________________________ (thshield_ib)_________________ 5.0000E-02 + thermal_shield_to_vessel_radial_gap_(m)_________________________________ (gapds)_______________________ 2.0000E-02 + Inboard_vacuum_vessel_radial_thickness_(m)______________________________ (d_vv_in)_____________________ 3.0000E-01 + Inner_radiation_shield_radial_thickness_(m)_____________________________ (shldith)_____________________ 3.0000E-01 + Gap_(m)_________________________________________________________________ (vvblgap)_____________________ 2.0000E-02 + Inboard_blanket_radial_thickness_(m)____________________________________ (blnkith)_____________________ 7.0000E-01 + Inboard_first_wall_radial_thickness_(m)_________________________________ (fwith)_______________________ 1.8000E-02 + Inboard_scrape-off_radial_thickness_(m)_________________________________ (scrapli)_____________________ 2.5000E-01 + Outboard_scrape-off_radial_thickness_(m)________________________________ (scraplo)_____________________ 2.5000E-01 + Outboard_first_wall_radial_thickness_(m)________________________________ (fwoth)_______________________ 1.8000E-02 + Outboard_blanket_radial_thickness_(m)___________________________________ (blnkoth)_____________________ 1.0000E+00 + Outer_radiation_shield_radial_thickness_(m)_____________________________ (shldoth)_____________________ 8.0000E-01 + Outboard_vacuum_vessel_radial_thickness_(m)_____________________________ (d_vv_out)____________________ 3.0000E-01 + Vessel_to_TF_radial_gap_(m)_____________________________________________ (gapsto)______________________ 1.3720E+00 + Thermal_shield,_outboard_(m)____________________________________________ (thshield_ob)_________________ 5.0000E-02 + Gap_(m)_________________________________________________________________ (tftsgap)_____________________ 5.0000E-02 + TF_coil_outboard_leg_radial_thickness_(m)_______________________________ (tfthko)______________________ 9.1597E-01 + # Vertical Build # + Divertor_null_switch____________________________________________________ (i_single_null)_______________ 1 + Vessel_-_TF_coil_vertical_gap_(m)_______________________________________ (vgap2)_______________________ 1.6300E-01 + Topside_vacuum_vessel_radial_thickness_(m)______________________________ (d_vv_top)____________________ 3.0000E-01 + Top_radiation_shield_thickness_(m)______________________________________ (shldtth)_____________________ 6.0000E-01 + Top_blanket_vertical_thickness_(m)______________________________________ (blnktth)_____________________ 8.5000E-01 + Top_first_wall_vertical_thickness_(m)___________________________________ (fwtth)_______________________ 1.8000E-02 + Top_scrape-off_vertical_thickness_(m)___________________________________ (vgaptop)_____________________ 6.0000E-01 + Plasma_half-height_(m)__________________________________________________ (rminor*kappa)________________ 4.9333E+00 + Bottom_scrape-off_vertical_thickness_(m)________________________________ (vgap)________________________ 2.0019E+00 + Divertor_structure_vertical_thickness_(m)_______________________________ (divfix)______________________ 6.2000E-01 + Bottom_radiation_shield_thickness_(m)___________________________________ (shldlth)_____________________ 7.0000E-01 + Underside_vacuum_vessel_radial_thickness_(m)____________________________ (d_vv_bot)____________________ 3.0000E-01 + External_cryostat_thickness_(m)_________________________________________ (ddwex)_______________________ 1.5000E-01 + Ratio_of_Central_solenoid_height_to_TF_coil_internal_height_____________ (ohhghf)______________________ 9.0000E-01 + Width_of_neutral_beam_duct_where_it_passes_between_the_TF_coils_(m)_____ (beamwd)______________________ 5.8000E-01 + # Divertor build and plasma position # + Plasma_top_position,_radial_(m)_________________________________________ (ptop_radial)_________________ 6.6667E+00 + Plasma_top_position,_vertical_(m)_______________________________________ (ptop_vertical)_______________ 4.9333E+00 + Plasma_geometric_centre,_radial_(m)_____________________________________ (physics_variables.rmajor.)___ 8.0000E+00 + Plasma_geometric_centre,_vertical_(m)___________________________________ (0.0)_________________________ 0.0000E+00 + Plasma_lower_physics_variables.triangularity____________________________ (tril)________________________ 5.0000E-01 + Plasma_elongation_______________________________________________________ (physics_variables.kappa.)____ 1.8500E+00 + TF_coil_vertical_offset_(m)_____________________________________________ (tfoffset)____________________ -6.1694E-01 + Plasma_outer_arc_radius_of_curvature_(m)________________________________ (rco)_________________________ 5.0422E+00 + Plasma_inner_arc_radius_of_curvature_(m)________________________________ (rci)_________________________ 9.7933E+00 + Plasma_lower_X-pt,_radial_(m)___________________________________________ (rxpt)________________________ 6.6667E+00 + Plasma_lower_X-pt,_vertical_(m)_________________________________________ (zxpt)________________________ -4.9333E+00 + Poloidal_plane_angle_between_vertical_and_inner_leg_(rad)_______________ (thetai)______________________ 2.0820E-01 + Poloidal_plane_angle_between_vertical_and_outer_leg_(rad)_______________ (thetao)______________________ 1.0429E+00 + Poloidal_plane_angle_between_inner_leg_and_plate_(rad)__________________ (betai)_______________________ 1.0000E+00 + Poloidal_plane_angle_between_outer_leg_and_plate_(rad)__________________ (betao)_______________________ 1.0000E+00 + Inner_divertor_leg_poloidal_length_(m)__________________________________ (plsepi)______________________ 1.0000E+00 + Outer_divertor_leg_poloidal_length_(m)__________________________________ (plsepo)______________________ 1.5000E+00 + Inner_divertor_plate_length_(m)_________________________________________ (plleni)______________________ 1.0000E+00 + Outer_divertor_plate_length_(m)_________________________________________ (plleno)______________________ 1.0000E+00 + Inner_strike_point,_radial_(m)__________________________________________ (rspi)________________________ 5.6883E+00 + Inner_strike_point,_vertical_(m)________________________________________ (zspi)________________________ -5.1400E+00 + Inner_plate_top,_radial_(m)_____________________________________________ (rplti)_______________________ 5.8656E+00 + Inner_plate_top,_vertical_(m)___________________________________________ (zplti)_______________________ -4.6725E+00 + Inner_plate_bottom,_radial_(m)__________________________________________ (rplbi)_______________________ 5.5109E+00 + Inner_plate_bottom,_vertical_(m)________________________________________ (zplbi)_______________________ -5.6075E+00 + Outer_strike_point,_radial_(m)__________________________________________ (rspo)________________________ 7.4223E+00 + Outer_strike_point,_vertical_(m)________________________________________ (zspo)________________________ -6.2291E+00 + Outer_plate_top,_radial_(m)_____________________________________________ (rplto)_______________________ 7.6496E+00 + Outer_plate_top,_vertical_(m)___________________________________________ (zplto)_______________________ -5.7838E+00 + Outer_plate_bottom,_radial_(m)__________________________________________ (rplbo)_______________________ 7.1949E+00 + Outer_plate_bottom,_vertical_(m)________________________________________ (zplbo)_______________________ -6.6744E+00 + Calculated_maximum_divertor_height_(m)__________________________________ (divht)_______________________ 2.0019E+00 + # TF coils # + Allowable_maximum_shear_stress_in_TF_coil_case_(Tresca_criterion)_(Pa)__ (sig_tf_case_max)_____________ 7.5000E+08 + Allowable_maximum_shear_stress_in_TF_coil_conduit_(Tresca_criterion)_(Pa (sig_tf_wp_max)_______________ 7.5000E+08 + WP_transverse_modulus_(GPa)_____________________________________________ (eyoung_wp_trans*1.0d-9)______ 4.3534E+01 OP + WP_vertical_modulus_(GPa)_______________________________________________ (eyoung_wp_axial*1.0d-9)______ 1.1510E+02 OP + WP_transverse_Poissons_ratio____________________________________________ (poisson_wp_trans)____________ 3.0390E-01 OP + WP_vertical-transverse_Pois._rat._______________________________________ (poisson_wp_axial)____________ 3.1568E-01 OP + Radial____stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_r_max(1))_____________ 4.8849E-08 + toroidal__stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_t_max(1))_____________ -4.8724E+08 + Vertical__stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_z_max(1))_____________ 2.6028E+08 + Von-Mises_stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_vmises_max(1))________ 6.5725E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_1_(Pa)______________ (sig_tf_tresca_max(1))________ 7.4752E+08 + Radial____stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_r_max(2))_____________ -1.5411E+08 + toroidal__stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_t_max(2))_____________ -3.7861E+08 + Vertical__stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_z_max(2))_____________ 2.6028E+08 + Von-Mises_stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_vmises_max(2))________ 5.5645E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_2_(Pa)______________ (sig_tf_tresca_max(2))________ 6.3889E+08 + Radial____stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_r_max(3))_____________ 6.1398E+06 + toroidal__stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_t_max(3))_____________ -3.6314E+08 + Vertical__stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_z_max(3))_____________ 1.4510E+08 + Von-Mises_stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_vmises_max(3))________ 4.5345E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_3_(Pa)______________ (sig_tf_tresca_max(3))________ 5.0824E+08 + Maximum_radial_deflection_at_midplane_(m)_______________________________ (deflect)_____________________ -6.2714E-03 OP + Vertical_strain_on_casing_______________________________________________ (casestr)_____________________ 1.2697E-03 OP + Radial_strain_on_insulator______________________________________________ (insstrain)___________________ -7.6923E-03 OP + Conductor_technology____________________________________________________ (i_tf_sup)____________________ 1 + Superconductor_material_________________________________________________ (i_tf_sc_mat)_________________ 1 + Presence_of_TF_demountable_joints_______________________________________ (itart)_______________________ 0 + TF_inboard_leg_support_strategy_________________________________________ (i_tf_bucking)________________ 1 + Number_of_TF_coils______________________________________________________ (n_tf)________________________ 16 + Inboard_leg_centre_radius_(m)___________________________________________ (r_tf_inboard_mid)____________ 3.1673E+00 OP + Outboard_leg_centre_radius_(m)__________________________________________ (r_tf_outboard_mid)___________ 1.4985E+01 OP + Total_inboard_leg_radial_thickness_(m)__________________________________ (tfcth)_______________________ 9.1597E-01 ITV + Total_outboard_leg_radial_thickness_(m)_________________________________ (tfthko)______________________ 9.1597E-01 + Outboard_leg_toroidal_thickness_(m)_____________________________________ (tftort)______________________ 1.4145E+00 OP + Maximum_inboard_edge_height_(m)_________________________________________ (hmax)________________________ 8.8182E+00 OP + Mean_coil_circumference_(including_inboard_leg_length)_(m)______________ (tfleng)______________________ 4.7937E+01 OP + Vertical_TF_shape_______________________________________________________ (i_tf_shape)__________________ 1 + TF_coil_arc_point_0_R_(m)_______________________________________________ (xarc(1))_____________________ 3.6253E+00 + TF_coil_arc_point_0_Z_(m)_______________________________________________ (yarc(1))_____________________ 4.5506E+00 + TF_coil_arc_point_1_R_(m)_______________________________________________ (xarc(2))_____________________ 7.4667E+00 + TF_coil_arc_point_1_Z_(m)_______________________________________________ (yarc(2))_____________________ 7.5843E+00 + TF_coil_arc_point_2_R_(m)_______________________________________________ (xarc(3))_____________________ 1.4527E+01 + TF_coil_arc_point_2_Z_(m)_______________________________________________ (yarc(3))_____________________ 0.0000E+00 + TF_coil_arc_point_3_R_(m)_______________________________________________ (xarc(4))_____________________ 7.4667E+00 + TF_coil_arc_point_3_Z_(m)_______________________________________________ (yarc(4))_____________________ -8.8182E+00 + TF_coil_arc_point_4_R_(m)_______________________________________________ (xarc(5))_____________________ 3.6253E+00 + TF_coil_arc_point_4_Z_(m)_______________________________________________ (yarc(5))_____________________ -5.2909E+00 + TF_cross-section_(total)_(m2)___________________________________________ (tfareain)____________________ 1.8229E+01 + Total_steel_cross-section_(m2)__________________________________________ (a_tf_steel*n_tf)_____________ 1.2853E+01 + Total_steel_TF_fraction_________________________________________________ (f_tf_steel)__________________ 7.0508E-01 + Total_Insulation_cross-section_(total)_(m2)_____________________________ (a_tf_ins*n_tf)_______________ 8.4752E-01 + Total_Insulation_fraction_______________________________________________ (f_tf_ins)____________________ 4.6493E-02 + Casing_cross_section_area_(per_leg)_(m2)________________________________ (acasetf)_____________________ 5.6444E-01 + Inboard_leg_case_plasma_side_wall_thickness_(m)_________________________ (casthi)______________________ 6.0000E-02 + Inboard_leg_case_inboard_"nose"_thickness_(m)___________________________ (thkcas)______________________ 2.8216E-01 ITV + Inboard_leg_case_sidewall_thickness_at_its_narrowest_point_(m)__________ (casths)______________________ 5.0000E-02 + External_case_mass_per_coil_(kg)________________________________________ (whtcas)______________________ 5.5456E+05 OP + WP_cross_section_area_with_insulation_and_insertion_(per_coil)_(m2)_____ (awpc)________________________ 5.7486E-01 + WP_cross_section_area_(per_coil)_(m2)___________________________________ (aswp)________________________ 5.1696E-01 + Winding_pack_radial_thickness_(m)_______________________________________ (dr_tf_wp)____________________ 5.0416E-01 ITV + Winding_pack_toroidal_width_1_(m)_______________________________________ (wwp1)________________________ 1.1904E+00 OP + Winding_pack_toroidal_width_2_(m)_______________________________________ (wwp2)________________________ 1.0901E+00 OP + Ground_wall_insulation_thickness_(m)____________________________________ (tinstf)______________________ 8.0000E-03 + Winding_pack_insertion_gap_(m)__________________________________________ (tfinsgap)____________________ 1.0000E-02 + Steel_WP_cross-section_(total)_(m2)_____________________________________ (aswp*n_tf)___________________ 3.8217E+00 + Steel_WP_fraction_______________________________________________________ (aswp/awpc)___________________ 4.1550E-01 + Insulation_WP_fraction__________________________________________________ (aiwp/awpc)___________________ 4.7934E-02 + Cable_WP_fraction_______________________________________________________ ((awpc-aswp-aiwp)/awpc)_______ 5.3656E-01 + Turn_parametrisation____________________________________________________ (i_tf_turns_integer)__________ 0 + Number_of_turns_per_TF_coil_____________________________________________ (n_tf_turn)___________________ 1.4739E+02 OP + Width_of_turn_including_inter-turn_insulation_(m)_______________________ (t_turn_tf)___________________ 5.9223E-02 OP + Width_of_conductor_(square)_(m)_________________________________________ (t_conductor)_________________ 5.7623E-02 OP + Width_of_space_inside_conductor_(m)_____________________________________ (t_cable)_____________________ 4.1604E-02 OP + Steel_conduit_thickness_(m)_____________________________________________ (thwcndut)____________________ 8.0099E-03 ITV + Inter-turn_insulation_thickness_(m)_____________________________________ (thicndut)____________________ 8.0000E-04 + Diameter_of_central_helium_channel_in_cable_____________________________ (dhecoil)_____________________ 1.0000E-02 + internal_area_of_the_cable_space________________________________________ (acstf)_______________________ 1.6999E-03 + Coolant_fraction_in_conductor_excluding_central_channel_________________ (vftf)________________________ 3.0000E-01 + Copper_fraction_of_conductor____________________________________________ (fcutfsu)_____________________ 8.4212E-01 ITV + Superconductor_fraction_of_conductor____________________________________ (1-fcutfsu)___________________ 1.5788E-01 + Check_total_area_fractions_in_winding_pack_=_1__________________________ ______________________________ 1.0000E+00 + minimum_TF_conductor_temperature_margin__(K)____________________________ (tmargmin_tf)_________________ 1.5000E+00 + TF_conductor_temperature_margin_(K)_____________________________________ (tmargtf)_____________________ 1.5049E+00 + Elastic_properties_behavior_____________________________________________ (i_tf_cond_eyoung_axial)______ 0 + Conductor_axial_Youngs_modulus__________________________________________ (eyoung_cond_axial)___________ 0.0000E+00 + Conductor_transverse_Youngs_modulus_____________________________________ (eyoung_cond_trans)___________ 0.0000E+00 + Superconductor_mass_per_coil_(kg)_______________________________________ (whtconsc)____________________ 4.6964E+03 OP + Copper_mass_per_coil_(kg)_______________________________________________ (whtconcu)____________________ 5.8073E+04 OP + Steel_conduit_mass_per_coil_(kg)________________________________________ (whtconsh)____________________ 8.9310E+04 OP + Conduit_insulation_mass_per_coil_(kg)___________________________________ (whtconin)____________________ 2.3777E+03 OP + Total_conduit_mass_per_coil_(kg)________________________________________ (whtcon)______________________ 1.5446E+05 OP + Mass_of_each_TF_coil_(kg)_______________________________________________ (whttf/n_tf)__________________ 7.1402E+05 OP + Total_TF_coil_mass_(kg)_________________________________________________ (whttf)_______________________ 1.1424E+07 OP + Nominal_peak_field_assuming_toroidal_symmetry_(T)_______________________ (bmaxtf)______________________ 1.2178E+01 OP + Total_current_in_all_TF_coils_(MA)______________________________________ (ritfc/1.D6)__________________ 2.1176E+02 OP + TF_coil_current_(summed_over_all_coils)_(A)_____________________________ (ritfc)_______________________ 2.1176E+08 + Actual_peak_field_at_discrete_conductor_(T)_____________________________ (bmaxtfrp)____________________ 1.2636E+01 OP + Winding_pack_current_density_(A/m2)_____________________________________ (jwptf)_______________________ 2.5602E+07 OP + Inboard_leg_mid-plane_conductor_current_density_(A/m2)__________________ (oacdcp)______________________ 1.1617E+07 + Total_stored_energy_in_TF_coils_(GJ)____________________________________ (estotftgj)___________________ 1.2161E+02 OP + Inboard_vertical_tension_per_coil_(N)___________________________________ (vforce)______________________ 2.0908E+08 OP + Outboard_vertical_tension_per_coil_(N)__________________________________ (vforce_outboard)_____________ 2.0908E+08 OP + inboard_vertical_tension_fraction_(-)___________________________________ (f_vforce_inboard)____________ 5.0000E-01 OP + Centring_force_per_coil_(N/m)___________________________________________ (cforce)______________________ 8.0590E+07 OP + Max_allowed_tfcoil_variables.ripple_amplitude_at_plasma_outboard_midplan (ripmax)______________________ 6.0000E-01 + Ripple_amplitude_at_plasma_outboard_midplane_(%)________________________ (ripple)______________________ 6.0000E-01 OP + Actual_quench_time_(or_time_constant)_(s)_______________________________ (tdmptf)______________________ 1.8429E+01 ITV + Vacuum_Vessel_stress_on_quench_(Pa)_____________________________________ (vv_stress_quench)____________ 6.1442E+07 OP + Maximum_allowed_voltage_during_quench_due_to_insulation_(kV)____________ (vdalw)_______________________ 9.5837E+00 ITV + Actual_quench_voltage_(kV)______________________________________________ (vtfskv)______________________ 9.1862E+00 OP + Maximum_allowed_temp_rise_during_a_quench_(K)___________________________ (tmaxpro)_____________________ 1.5000E+02 + # Superconducting TF Coils # + Superconductor_switch___________________________________________________ (isumat)______________________ 1 + Critical_field_at_zero_temperature_and_strain_(T)_______________________ (bc20m)_______________________ 3.2970E+01 + Critical_temperature_at_zero_field_and_strain_(K)_______________________ (tc0m)________________________ 1.6060E+01 + Helium_temperature_at_peak_field_(=_superconductor_temperature)_(K)_____ (thelium)_____________________ 4.7500E+00 + Total_helium_fraction_inside_cable_space________________________________ (fhetot)______________________ 3.4620E-01 OP + Copper_fraction_of_conductor____________________________________________ (fcutfsu)_____________________ 8.4212E-01 ITV + Residual_manufacturing_strain_on_superconductor_________________________ (str_tf_con_res)______________ -5.0000E-03 + Self-consistent_strain_on_superconductor________________________________ (str_wp)______________________ 2.0730E-03 + Critical_current_density_in_superconductor_(A/m2)_______________________ (jcritsc)_____________________ 7.1337E+08 OP + Critical_current_density_in_strand_(A/m2)_______________________________ (jcritstr)____________________ 1.1263E+08 OP + Critical_current_density_in_winding_pack_(A/m2)_________________________ (jwdgcrt)_____________________ 3.5688E+07 OP + Actual_current_density_in_winding_pack_(A/m2)___________________________ (jwdgop)______________________ 2.5602E+07 OP + Minimum_allowed_temperature_margin_in_superconductor_(K)________________ (tmargmin_tf)_________________ 1.5000E+00 + Actual_temperature_margin_in_superconductor_(K)_________________________ (tmarg)_______________________ 1.5049E+00 OP + Critical_current_(A)____________________________________________________ (icrit)_______________________ 1.2517E+05 OP + Actual_current_(A)______________________________________________________ (cpttf)_______________________ 8.9795E+04 ITV + Actual_current_/_critical_current_______________________________________ (iooic)_______________________ 7.1737E-01 OP + # Central Solenoid and PF Coils # + Central_solenoid_superconductor_material________________________________ (isumatoh)____________________ 1 + Maximum_field_at_Beginning_Of_Pulse_(T)_________________________________ (bmaxoh0)_____________________ 1.4050E+01 OP + Critical_superconductor_current_density_at_BOP_(A/m2)___________________ (jscoh_bop)___________________ 3.4918E+08 OP + Critical_strand_current_density_at_BOP_(A/m2)___________________________ (jstrandoh_bop)_______________ 1.0475E+08 OP + Allowable_overall_current_density_at_BOP_(A/m2)_________________________ (rjohc0)______________________ 3.5294E+07 OP + Actual_overall_current_density_at_BOP_(A/m2)____________________________ (cohbop)______________________ 1.9126E+07 OP + Maximum_field_at_End_Of_Flattop_(T)_____________________________________ (bmaxoh)______________________ 1.3920E+01 OP + Critical_superconductor_current_density_at_EOF_(A/m2)___________________ (jscoh_eof)___________________ 3.6097E+08 OP + Critical_strand_current_density_at_EOF_(A/m2)___________________________ (jstrandoh_eof)_______________ 1.0829E+08 OP + Allowable_overall_current_density_at_EOF_(A/m2)_________________________ (rjohc)_______________________ 3.6485E+07 OP + Actual_overall_current_density_at_EOF_(A/m2)____________________________ (coheof)______________________ 2.0264E+07 ITV + CS_inside_radius_(m)____________________________________________________ (bore)________________________ 1.9854E+00 ITV + CS_thickness_(m)________________________________________________________ (ohcth)_______________________ 5.7587E-01 ITV + Gap_between_central_solenoid_and_TF_coil_(m)____________________________ (gapoh)_______________________ 8.0000E-02 + CS_overall_cross-sectional_area_(m2)____________________________________ (areaoh)______________________ 9.1407E+00 OP + CS_conductor+void_cross-sectional_area_(m2)_____________________________ (awpoh)_______________________ 4.3996E+00 OP + ___CS_conductor_cross-sectional_area_(m2)_______________________________ (awpoh*(1-vfohc))_____________ 3.0797E+00 OP + ___CS_void_cross-sectional_area_(m2)____________________________________ (awpoh*vfohc)_________________ 1.3199E+00 OP + CS_steel_cross-sectional_area_(m2)______________________________________ (areaoh-awpoh)________________ 4.7411E+00 OP + CS_steel_area_fraction__________________________________________________ (oh_steel_frac)_______________ 5.1868E-01 ITV + Switch_for_CS_stress_calculation________________________________________ (i_cs_stress)_________________ 0 + Allowable_stress_in_CS_steel_(Pa)_______________________________________ (alstroh)_____________________ 7.5000E+08 + Hoop_stress_in_CS_steel_(Pa)____________________________________________ (sig_hoop)____________________ 6.7569E+08 OP + Axial_stress_in_CS_steel_(Pa)___________________________________________ (sig_axial)___________________ -7.6205E+08 OP + Maximum_shear_stress_in_CS_steel_for_the_Tresca_criterion_(Pa)__________ (s_tresca_oh)_________________ 6.7569E+08 OP + Axial_force_in_CS_(N)___________________________________________________ (axial_force)_________________ -1.6256E+09 OP + Residual_manufacturing_strain_in_CS_superconductor_material_____________ (tfcoil_variables.str_cs_con_r -5.0000E-03 + Copper_fraction_in_strand_______________________________________________ (fcuohsu)_____________________ 7.0000E-01 + Void_(coolant)_fraction_in_conductor____________________________________ (vfohc)_______________________ 3.0000E-01 + Helium_coolant_temperature_(K)__________________________________________ (tftmp)_______________________ 4.7500E+00 + CS_temperature_margin_(K)_______________________________________________ (tmargoh)_____________________ 1.5052E+00 OP + Minimum_permitted_temperature_margin_(K)________________________________ (tmargmin_cs)_________________ 1.5000E+00 + Residual_hoop_stress_in_CS_Steel_(Pa)___________________________________ (residual_sig_hoop)___________ 2.4000E+08 + Minimum_burn_time_(s)___________________________________________________ (tbrnmn)______________________ 7.2000E+03 + Initial_vertical_crack_size_(m)_________________________________________ (t_crack_vertical)____________ 8.9000E-04 + Initial_radial_crack_size_(m)___________________________________________ (t_crack_radial)______________ 2.6700E-03 + CS_turn_area_(m)________________________________________________________ (a_oh_turn)___________________ 1.9739E-03 + CS_turn_length_(m)______________________________________________________ (l_cond_cst)__________________ 7.6953E-02 + CS_turn_internal_cable_space_radius_(m)_________________________________ (r_in_cst)____________________ 7.4740E-03 + CS_turn_width_(m)_______________________________________________________ (d_cond_cst)__________________ 2.5651E-02 + CS_structural_vertical_thickness_(m)____________________________________ (t_structural_vertical)_______ 5.3514E-03 + CS_structural_radial_thickness_(m)______________________________________ (t_structural_radial)_________ 5.3514E-03 + Allowable_number_of_cycles_till_CS_fracture_____________________________ (n_cycle)_____________________ 1.3378E+02 OP + Minimum_number_of_cycles_required_till_CS_fracture______________________ (n_cycle_min)_________________ 2.0000E+04 OP + PF_coil_superconductor_material_________________________________________ (isumatpf)____________________ 3 + Copper_fraction_in_conductor____________________________________________ (fcupfsu)_____________________ 6.9000E-01 + Maximum_permissible_tensile_stress_(MPa)________________________________ (sigpfcalw)___________________ 5.0000E+02 + JxB_hoop_force_fraction_supported_by_case_______________________________ (sigpfcf)_____________________ 6.6600E-01 + PF_coil_0_radius_(m)____________________________________________________ (rpf[0]_______________________ 5.5667E+00 + PF_coil_0_vertical_position_(m)_________________________________________ (zpf[0])______________________ 9.3603E+00 + PF_coil_0_radial_thickness_(m)__________________________________________ (pfdr(0))_____________________ 1.2727E+00 + PF_coil_0_vertical_thickness_(m)________________________________________ (pfdz(0))_____________________ 1.2727E+00 + PF_coil_0_turns_________________________________________________________ (turns[0])____________________ 4.4541E+02 + PF_coil_0_current_(MA)__________________________________________________ (ric[0])______________________ 1.7816E+01 + PF_coil_0_field_(T)_____________________________________________________ (bpf[0])______________________ 6.2280E+00 + PF_coil_1_radius_(m)____________________________________________________ (rpf[1]_______________________ 5.5667E+00 + PF_coil_1_vertical_position_(m)_________________________________________ (zpf[1])______________________ -1.0594E+01 + PF_coil_1_radial_thickness_(m)__________________________________________ (pfdr(1))_____________________ 1.3651E+00 + PF_coil_1_vertical_thickness_(m)________________________________________ (pfdz(1))_____________________ -1.3651E+00 + PF_coil_1_turns_________________________________________________________ (turns[1])____________________ 5.1248E+02 + PF_coil_1_current_(MA)__________________________________________________ (ric[1])______________________ 2.0499E+01 + PF_coil_1_field_(T)_____________________________________________________ (bpf[1])______________________ 6.6990E+00 + PF_coil_2_radius_(m)____________________________________________________ (rpf[2]_______________________ 1.6731E+01 + PF_coil_2_vertical_position_(m)_________________________________________ (zpf[2])______________________ 2.6667E+00 + PF_coil_2_radial_thickness_(m)__________________________________________ (pfdr(2))_____________________ 1.1332E+00 + PF_coil_2_vertical_thickness_(m)________________________________________ (pfdz(2))_____________________ 1.1332E+00 + PF_coil_2_turns_________________________________________________________ (turns[2])____________________ 1.9262E+02 + PF_coil_2_current_(MA)__________________________________________________ (ric[2])______________________ -7.7049E+00 + PF_coil_2_field_(T)_____________________________________________________ (bpf[2])______________________ 2.6389E+00 + PF_coil_3_radius_(m)____________________________________________________ (rpf[3]_______________________ 1.6731E+01 + PF_coil_3_vertical_position_(m)_________________________________________ (zpf[3])______________________ -2.6667E+00 + PF_coil_3_radial_thickness_(m)__________________________________________ (pfdr(3))_____________________ 1.1332E+00 + PF_coil_3_vertical_thickness_(m)________________________________________ (pfdz(3))_____________________ -1.1332E+00 + PF_coil_3_turns_________________________________________________________ (turns[3])____________________ 1.9262E+02 + PF_coil_3_current_(MA)__________________________________________________ (ric[3])______________________ -7.7049E+00 + PF_coil_3_field_(T)_____________________________________________________ (bpf[3])______________________ 2.6389E+00 + PF_coil_4_radius_(m)____________________________________________________ (rpf[4]_______________________ 1.5209E+01 + PF_coil_4_vertical_position_(m)_________________________________________ (zpf[4])______________________ 7.4667E+00 + PF_coil_4_radial_thickness_(m)__________________________________________ (pfdr(4))_____________________ 8.0773E-01 + PF_coil_4_vertical_thickness_(m)________________________________________ (pfdz(4))_____________________ 8.0773E-01 + PF_coil_4_turns_________________________________________________________ (turns[4])____________________ 1.3049E+02 + PF_coil_4_current_(MA)__________________________________________________ (ric[4])______________________ -5.2194E+00 + PF_coil_4_field_(T)_____________________________________________________ (bpf[4])______________________ 2.5737E+00 + PF_coil_5_radius_(m)____________________________________________________ (rpf[5]_______________________ 1.5209E+01 + PF_coil_5_vertical_position_(m)_________________________________________ (zpf[5])______________________ -7.4667E+00 + PF_coil_5_radial_thickness_(m)__________________________________________ (pfdr(5))_____________________ 8.0773E-01 + PF_coil_5_vertical_thickness_(m)________________________________________ (pfdz(5))_____________________ -8.0773E-01 + PF_coil_5_turns_________________________________________________________ (turns[5])____________________ 1.3049E+02 + PF_coil_5_current_(MA)__________________________________________________ (ric[5])______________________ -5.2194E+00 + PF_coil_5_field_(T)_____________________________________________________ (bpf[5])______________________ 2.5737E+00 + Central_solenoid_radius_(m)_____________________________________________ (rpf[nohc-1])_________________ 2.2734E+00 + Central_solenoid_vertical_position_(m)__________________________________ (zpf[nohc-1])_________________ 0.0000E+00 + Central_solenoid_radial_thickness_(m)___________________________________ (ohdr)________________________ 5.7587E-01 + Central_solenoid_vertical_thickness_(m)_________________________________ (ohdz)________________________ 1.5873E+01 + Central_solenoid_turns__________________________________________________ (turns[nohc-1])_______________ 4.6308E+03 + Central_solenoid_current_(MA)___________________________________________ (ric[nohc-1])_________________ -1.8523E+02 + Central_solenoid_field_(T)______________________________________________ (bpf[nohc-1])_________________ 1.4050E+01 + Sum_of_squares_of_residuals_____________________________________________ (ssq0)________________________ 3.5207E-04 OP + Smoothing_parameter_____________________________________________________ (alfapf)______________________ 5.0000E-10 + # Volt Second Consumption # + Total_volt-second_consumption_by_coils_(Wb)_____________________________ (vstot)_______________________ -5.8000E+02 OP + # Waveforms # + Ratio_of_central_solenoid_current_at_beginning_of_Pulse_/_end_of_flat-to (fcohbop)_____________________ 9.4380E-01 ITV + Ratio_of_central_solenoid_current_at_beginning_of_Flat-top_/_end_of_flat (fcohbof)_____________________ -1.4083E-01 OP + # PF Circuit Waveform Data # + Number_of_PF_circuits_including_CS_and_plasma___________________________ (ncirt)_______________________ 8 + PF_Circuit_0_Time_point_0_(A)___________________________________________ (pfc0t0)______________________ 0.0000E+00 + PF_Circuit_0_Time_point_1_(A)___________________________________________ (pfc0t1)______________________ 1.3971E+07 + PF_Circuit_0_Time_point_2_(A)___________________________________________ (pfc0t2)______________________ 1.7816E+07 + PF_Circuit_0_Time_point_3_(A)___________________________________________ (pfc0t3)______________________ 1.7816E+07 + PF_Circuit_0_Time_point_4_(A)___________________________________________ (pfc0t4)______________________ 9.2844E+05 + PF_Circuit_0_Time_point_5_(A)___________________________________________ (pfc0t5)______________________ 0.0000E+00 + PF_Circuit_1_Time_point_0_(A)___________________________________________ (pfc1t0)______________________ 0.0000E+00 + PF_Circuit_1_Time_point_1_(A)___________________________________________ (pfc1t1)______________________ 1.8269E+07 + PF_Circuit_1_Time_point_2_(A)___________________________________________ (pfc1t2)______________________ 2.0499E+07 + PF_Circuit_1_Time_point_3_(A)___________________________________________ (pfc1t3)______________________ 2.0499E+07 + PF_Circuit_1_Time_point_4_(A)___________________________________________ (pfc1t4)______________________ -1.5831E+06 + PF_Circuit_1_Time_point_5_(A)___________________________________________ (pfc1t5)______________________ 0.0000E+00 + PF_Circuit_2_Time_point_0_(A)___________________________________________ (pfc2t0)______________________ -0.0000E+00 + PF_Circuit_2_Time_point_1_(A)___________________________________________ (pfc2t1)______________________ 4.9542E+05 + PF_Circuit_2_Time_point_2_(A)___________________________________________ (pfc2t2)______________________ -7.1060E+06 + PF_Circuit_2_Time_point_3_(A)___________________________________________ (pfc2t3)______________________ -7.1060E+06 + PF_Circuit_2_Time_point_4_(A)___________________________________________ (pfc2t4)______________________ -7.7049E+06 + PF_Circuit_2_Time_point_5_(A)___________________________________________ (pfc2t5)______________________ -0.0000E+00 + PF_Circuit_3_Time_point_0_(A)___________________________________________ (pfc3t0)______________________ -0.0000E+00 + PF_Circuit_3_Time_point_1_(A)___________________________________________ (pfc3t1)______________________ 4.9542E+05 + PF_Circuit_3_Time_point_2_(A)___________________________________________ (pfc3t2)______________________ -7.1060E+06 + PF_Circuit_3_Time_point_3_(A)___________________________________________ (pfc3t3)______________________ -7.1060E+06 + PF_Circuit_3_Time_point_4_(A)___________________________________________ (pfc3t4)______________________ -7.7049E+06 + PF_Circuit_3_Time_point_5_(A)___________________________________________ (pfc3t5)______________________ -0.0000E+00 + PF_Circuit_4_Time_point_0_(A)___________________________________________ (pfc4t0)______________________ -0.0000E+00 + PF_Circuit_4_Time_point_1_(A)___________________________________________ (pfc4t1)______________________ 3.2650E+05 + PF_Circuit_4_Time_point_2_(A)___________________________________________ (pfc4t2)______________________ -4.8247E+06 + PF_Circuit_4_Time_point_3_(A)___________________________________________ (pfc4t3)______________________ -4.8247E+06 + PF_Circuit_4_Time_point_4_(A)___________________________________________ (pfc4t4)______________________ -5.2194E+06 + PF_Circuit_4_Time_point_5_(A)___________________________________________ (pfc4t5)______________________ -0.0000E+00 + PF_Circuit_5_Time_point_0_(A)___________________________________________ (pfc5t0)______________________ -0.0000E+00 + PF_Circuit_5_Time_point_1_(A)___________________________________________ (pfc5t1)______________________ 3.2650E+05 + PF_Circuit_5_Time_point_2_(A)___________________________________________ (pfc5t2)______________________ -4.8247E+06 + PF_Circuit_5_Time_point_3_(A)___________________________________________ (pfc5t3)______________________ -4.8247E+06 + PF_Circuit_5_Time_point_4_(A)___________________________________________ (pfc5t4)______________________ -5.2194E+06 + PF_Circuit_5_Time_point_5_(A)___________________________________________ (pfc5t5)______________________ -0.0000E+00 + CS_Circuit_Time_point_0_(A)_____________________________________________ (cs_t0)_______________________ -0.0000E+00 + CS_Circuit_Time_point_1_(A)_____________________________________________ (cs_t1)_______________________ 1.7482E+08 + CS_Circuit_Time_point_2_(A)_____________________________________________ (cs_t2)_______________________ 2.6086E+07 + CS_Circuit_Time_point_3_(A)_____________________________________________ (cs_t3)_______________________ 2.6086E+07 + CS_Circuit_Time_point_4_(A)_____________________________________________ (cs_t4)_______________________ -1.8523E+08 + CS_Circuit_Time_point_5_(A)_____________________________________________ (cs_t5)_______________________ -0.0000E+00 + Plasma_Time_point_0_(A)_________________________________________________ (plasmat0)____________________ 0.0000E+00 + Plasma_Time_point_1_(A)_________________________________________________ (plasmat1)____________________ 0.0000E+00 + Plasma_Time_point_2_(A)_________________________________________________ (plasmat2)____________________ 1.6631E+07 + Plasma_Time_point_3_(A)_________________________________________________ (plasmat3)____________________ 1.6631E+07 + Plasma_Time_point_4_(A)_________________________________________________ (plasmat4)____________________ 1.6631E+07 + Plasma_Time_point_5_(A)_________________________________________________ (plasmat5)____________________ 0.0000E+00 + # Support Structure # + Outer_PF_coil_fence_mass_(kg)___________________________________________ (fncmass)_____________________ 2.2924E+05 OP + Intercoil_support_structure_mass_(kg)___________________________________ (aintmass)____________________ 4.3045E+06 OP + Mass_of_cooled_components_(kg)__________________________________________ (coldmass)____________________ 3.4369E+07 OP + Gravity_support_structure_mass_(kg)_____________________________________ (clgsmass)____________________ 1.2760E+06 OP + Torus_leg_support_mass_(kg)_____________________________________________ (gsm1)________________________ 8.5820E+04 OP + Ring_beam_mass_(kg)_____________________________________________________ (gsm2)________________________ 4.0088E+05 OP + Ring_legs_mass_(kg)_____________________________________________________ (gsm3)________________________ 6.8283E+05 OP + # PF Coil Inductances # + # Nuclear Heating Magnets Before Renormalisation # + Shield_line_density_(tonne/m2)__________________________________________ (x_shield)____________________ 4.0560E+00 + Blanket_line_density_(tonne/m2)_________________________________________ (x_blanket)___________________ 2.2911E+00 + Unit_nuclear_heating_in_TF_coil_(W/GW)__________________________________ (tfc_nuc_heating)_____________ 1.4866E+04 + Total_nuclear_heating_in_TF_coil_(MW)___________________________________ (ptfnuc.)_____________________ 2.4085E-02 + powfmw__________________________________________________________________ (powfmw.)_____________________ 1.6202E+03 + total_mass_of_the_TF_coils_(kg)_________________________________________ (whttf)_______________________ 1.1424E+07 + # Pumping for primary coolant (helium) # + Pressure_drop_in_FW_and_blanket_coolant_incl._hx_and_pipes_(Pa)_________ (dp_he)_______________________ 5.5000E+05 + Fraction_of_FW_and_blanket_thermal_power_required_for_pumping___________ (fpump)_______________________ 8.9463E-02 OP + Total_power_absorbed_by_FW_&_blanket_(MW)_______________________________ (p_plasma)____________________ 1.6698E+03 OP + Inlet_temperature_of_FW_&_blanket_coolant_pump_(K)______________________ (t_in_compressor)_____________ 5.5703E+02 OP + Coolant_pump_outlet/Inlet_temperature_of_FW_&_blanket_(K)_______________ (t_in_bb)_____________________ 5.7313E+02 + Outlet_temperature_of_FW_&_blanket_(K)__________________________________ (t_out_bb)____________________ 7.7313E+02 + Mechanical_pumping_power_for_FW_and_blanket_cooling_loop_including_heat_ (htpmw_fw_blkt)_______________ 1.6407E+02 OP + Mechanical_pumping_power_for_divertor_(MW)______________________________ (htpmw_div)___________________ 1.6906E+00 OP + Mechanical_pumping_power_for_shield_and_vacuum_vessel_(MW)______________ (htpmw_shld)__________________ 7.0688E-03 OP + # First wall and blanket : CCFE HCPB model # + Titanium_beryllide_fraction_____________________________________________ (fbltibe12)___________________ 3.7500E-01 + Lithium_orthosilicate_fraction__________________________________________ (fblli2sio4)__________________ 3.7500E-01 + Steel_fraction__________________________________________________________ (fblss_ccfe)__________________ 9.7050E-02 + Coolant_fraction________________________________________________________ (vfcblkt)_____________________ 5.2950E-02 + Purge_gas_fraction______________________________________________________ (vfpblkt)_____________________ 1.0000E-01 + First_Wall_Armour_Volume_(m3)___________________________________________ (fw_armour_vol)_______________ 5.8692E+00 + First_Wall_Volume_(m3)__________________________________________________ (volfw)_______________________ 1.9807E+01 + Blanket_Volume_(m3)_____________________________________________________ (volblkt)_____________________ 1.1849E+03 + Shield_Volume_(m3)______________________________________________________ (volshld)_____________________ 7.8520E+02 + Vacuum_vessel_volume_(m3)_______________________________________________ (vdewin)______________________ 1.0178E+03 + First_Wall_Armour_Mass_(kg)_____________________________________________ (fw_armour_mass)______________ 1.1298E+05 OP + First_Wall_Mass,_excluding_armour_(kg)__________________________________ (fwmass)______________________ 1.5449E+05 OP + Blanket_Mass_-_Total(kg)________________________________________________ (whtblkt)_____________________ 2.9676E+06 OP + ____Blanket_Mass_-_TiBe12_(kg)__________________________________________ (whtbltibe12)_________________ 1.0042E+06 OP + ____Blanket_Mass_-_Li4SiO4_(kg)_________________________________________ (whtblli4sio4)________________ 1.0664E+06 OP + ____Blanket_Mass_-_Steel_(kg)___________________________________________ (whtblss)_____________________ 8.9696E+05 OP + Total_mass_of_armour,_first_wall_and_blanket_(kg)_______________________ (armour_fw_bl_mass)___________ 3.2350E+06 OP + Shield_Mass_(kg)________________________________________________________ (whtshld)_____________________ 2.4498E+06 OP + Vacuum_vessel_mass_(kg)_________________________________________________ (vvmass)______________________ 7.9388E+06 OP + Total_nuclear_heating_in_TF+PF_coils_(CS_is_negligible)_(MW)____________ (ptfnuc)______________________ 2.5118E-02 OP + Total_nuclear_heating_in_FW_(MW)________________________________________ (pnucfw)______________________ 1.6315E+02 OP + Total_nuclear_heating_in_the_blanket_(including_emult)_(MW)_____________ (pnucblkt)____________________ 1.2901E+03 OP + Total_nuclear_heating_in_the_shield_(MW)________________________________ (pnucshld)____________________ 1.4138E+00 OP + Total_nuclear_heating_in_the_divertor_(MW)______________________________ (pnucdiv)_____________________ 1.4906E+02 OP + Blanket_exponential_factor______________________________________________ (exp_blanket)_________________ 9.9936E-01 OP + Shield:_first_exponential_______________________________________________ (exp_shield1)_________________ 1.9523E-03 OP + Shield:_second_exponential______________________________________________ (exp_shield2)_________________ 2.5427E-01 OP + Solid_angle_fraction_taken_by_on_divertor_______________________________ (fdiv)________________________ 1.1500E-01 + Switch_for_plant_secondary_cycle________________________________________ (secondary_cycle)_____________ 2 + First_wall_coolant_pressure_(Pa)________________________________________ (fwpressure)__________________ 1.5500E+07 + Blanket_coolant_pressure_(Pa)___________________________________________ (blpressure)__________________ 1.5500E+07 + Allowable_nominal_neutron_fluence_at_first_wall_(MW.year/m2)____________ (abktflnc)____________________ 5.0000E+00 + No_of_inboard_blanket_modules_poloidally________________________________ (nblktmodpi)__________________ 7 + No_of_inboard_blanket_modules_toroidally________________________________ (nblktmodti)__________________ 32 + No_of_outboard_blanket_modules_poloidally_______________________________ (nblktmodpo)__________________ 8 + No_of_outboard_blanket_modules_toroidally_______________________________ (nblktmodto)__________________ 48 + Isentropic_efficiency_of_first_wall_/_blanket_coolant_pumps_____________ (etaiso)______________________ 9.0000E-01 + First_wall_area_(m2)____________________________________________________ (fwarea)______________________ 1.6044E+03 OP + Cryostat_internal_radius_(m)____________________________________________ (rdewex)______________________ 1.7798E+01 OP + Cryostat_internal_half-height_(m)_______________________________________ (zdewex)______________________ 1.5339E+01 OP + Vertical_clearance_from_TF_coil_to_cryostat_(m)_________________________ (clh1)________________________ 5.6044E+00 OP + Divertor_area_(m2)______________________________________________________ (divsur)______________________ 1.4879E+02 OP + Divertor_mass_(kg)______________________________________________________ (divmas)______________________ 3.6453E+04 OP + # Superconducting TF Coil Power Conversion # + TF_coil_current_(kA)____________________________________________________ (itfka)_______________________ 8.9795E+01 OP + Number_of_TF_coils______________________________________________________ (ntfc)________________________ 1.6000E+01 + Voltage_across_a_TF_coil_during_quench_(kV)_____________________________ (vtfskv)______________________ 9.1862E+00 OP + TF_coil_charge_time_(hours)_____________________________________________ (tchghr)______________________ 4.0000E+00 + Total_inductance_of_TF_coils_(H)________________________________________ (ltfth)_______________________ 3.0165E+01 OP + Total_resistance_of_TF_coils_(ohm)______________________________________ (rcoils)______________________ 0.0000E+00 OP + TF_coil_charging_voltage_(V)____________________________________________ (tfcv)________________________ 2.9268E+02 + Number_of_DC_circuit_breakers___________________________________________ (ntfbkr)______________________ 1.6000E+01 + Number_of_dump_resistors________________________________________________ (ndumpr)______________________ 6.4000E+01 + Resistance_per_dump_resistor_(ohm)______________________________________ (r1dump)______________________ 1.0230E-01 OP + Dump_resistor_peak_power_(MW)___________________________________________ (r1ppmw)______________________ 2.0622E+02 OP + Energy_supplied_per_dump_resistor_(MJ)__________________________________ (r1emj)_______________________ 1.9002E+03 OP + TF_coil_L/R_time_constant_(s)___________________________________________ (ttfsec)______________________ 1.8429E+01 OP + Power_supply_voltage_(V)________________________________________________ (tfpsv)_______________________ 3.0731E+02 OP + Power_supply_current_(kA)_______________________________________________ (tfpska)______________________ 9.4285E+01 OP + DC_power_supply_rating_(kW)_____________________________________________ (tfckw)_______________________ 2.8975E+04 OP + AC_power_for_charging_(kW)______________________________________________ (tfackw)______________________ 3.2194E+04 OP + TF_coil_resistive_power_(MW)____________________________________________ (rpower)______________________ 9.3902E+00 OP + TF_coil_inductive_power_(MVA)___________________________________________ (xpower)______________________ 1.6891E+01 OP + Aluminium_bus_current_density_(kA/cm2)__________________________________ (djmka)_______________________ 1.2500E-01 + Aluminium_bus_cross-sectional_area_(cm2)________________________________ (albusa)______________________ 7.1836E+02 OP + Total_length_of_TF_coil_bussing_(m)_____________________________________ (tfbusl)______________________ 3.1931E+03 OP + Aluminium_bus_weight_(tonnes)___________________________________________ (albuswt)_____________________ 6.1932E+02 OP + Total_TF_coil_bus_resistance_(ohm)______________________________________ (rtfbus)______________________ 1.1646E-03 OP + TF_coil_bus_voltage_drop_(V)____________________________________________ (vtfbus)______________________ 1.0457E+02 OP + Dump_resistor_floor_area_(m2)___________________________________________ (drarea)______________________ 4.9234E+03 OP + TF_coil_power_conversion_floor_space_(m2)_______________________________ (tfcfsp)______________________ 1.8228E+03 OP + TF_coil_power_conv._building_volume_(m3)________________________________ (tfcbv)_______________________ 1.0937E+04 OP + TF_coil_AC_inductive_power_demand_(MW)__________________________________ (xpwrmw)______________________ 1.8768E+01 OP + Total_steady_state_AC_power_demand_(MW)_________________________________ (tfacpd)______________________ 1.0434E+01 OP + # PF Coils and Central Solenoid: Power and Energy # + Number_of_PF_coil_circuits______________________________________________ (pfckts)______________________ 1.2000E+01 + Sum_of_PF_power_supply_ratings_(MVA)____________________________________ (spsmva)______________________ 3.0313E+02 OP + Total_PF_coil_circuit_bus_length_(m)____________________________________ (spfbusl)_____________________ 2.4480E+03 OP + Total_PF_coil_bus_resistive_power_(kW)__________________________________ (pfbuspwr)____________________ 9.6485E+02 OP + Total_PF_coil_resistive_power_(kW)______________________________________ (srcktpm)_____________________ 9.6485E+02 OP + Maximum_PF_coil_voltage_(kV)____________________________________________ (vpfskv)______________________ 2.0000E+01 + Efficiency_of_transfer_of_PF_stored_energy_into_or_out_of_storage_______ (etapsu)______________________ 9.0000E-01 + Maximum_stored_energy_in_poloidal_field_(MJ)____________________________ (ensxpfm)_____________________ 2.8804E+04 OP + Peak_absolute_rate_of_change_of_stored_energy_in_poloidal_field_(MW)____ (peakpoloidalpower)___________ 1.7319E+02 OP + # Vacuum System # + First_wall_outgassing_rate_(Pa_m/s)_____________________________________ (rat)_________________________ 1.3000E-08 + Total_outgassing_load_(Pa_m3/s)_________________________________________ (ogas)________________________ 1.6691E-04 OP + Base_pressure_required_(Pa)_____________________________________________ (pbase)_______________________ 5.0000E-04 + Required_N2_pump_speed_(m3/s)___________________________________________ (s(1))________________________ 3.3381E-01 OP + N2_pump_speed_provided_(m3/s)___________________________________________ (snet(1))_____________________ 2.3404E+01 OP + Plasma_chamber_volume_(m3)______________________________________________ (volume)______________________ 2.2588E+03 OP + Chamber_pressure_after_burn_(Pa)________________________________________ (pend)________________________ 1.6698E-01 OP + Chamber_pressure_before_burn_(Pa)_______________________________________ (pstart)______________________ 1.6698E-03 + Allowable_pumping_time_switch___________________________________________ (dwell_pump)__________________ 0 + Dwell_time_between_burns_(s)____________________________________________ (tdwell.)_____________________ 1.8000E+03 + CS_ramp-up_time_burns_(s)_______________________________________________ (tramp.)______________________ 5.0000E+02 + Allowable_pumping_time_between_burns_(s)________________________________ (tpump)_______________________ 1.8000E+03 + Required_D-T_pump_speed_(m3/s)__________________________________________ (s(2))________________________ 5.7790E+00 OP + D-T_pump_speed_provided_(m3/s)__________________________________________ (snet(2))_____________________ 5.6700E+01 OP + Divertor_chamber_gas_pressure_(Pa)______________________________________ (prdiv)_______________________ 3.6000E-01 + Helium_gas_fraction_in_divertor_chamber_________________________________ (fhe)_________________________ 1.7218E-01 OP + Required_helium_pump_speed_(m3/s)_______________________________________ (s(3))________________________ 3.8423E+01 OP + Helium_pump_speed_provided_(m3/s)_______________________________________ (snet(3))_____________________ 3.8423E+01 OP + D-T_fuelling_rate_(kg/s)________________________________________________ (frate)_______________________ 2.7747E-05 OP + Required_D-T_pump_speed_(m3/s)__________________________________________ (s(4))________________________ 3.8423E+01 OP + D-T_pump_speed_provided_(m3/s)__________________________________________ (snet(4))_____________________ 5.6700E+01 OP + Number_of_large_pump_ducts______________________________________________ (nduct)_______________________ 16 + Passage_diameter,_divertor_to_ducts_(m)_________________________________ (d(imax))_____________________ 4.7857E-01 OP + Passage_length_(m)______________________________________________________ (l1)__________________________ 1.7160E+00 OP + Diameter_of_ducts_(m)___________________________________________________ (dout)________________________ 5.7428E-01 OP + Duct_length,_divertor_to_elbow_(m)______________________________________ (l2)__________________________ 4.8000E+00 OP + Duct_length,_elbow_to_pumps_(m)_________________________________________ (l3)__________________________ 2.0000E+00 + Number_of_pumps_________________________________________________________ (pumpn)_______________________ 3.2000E+01 OP + # Plant Buildings System # + Internal_volume_of_reactor_building_(m3)________________________________ (vrci)________________________ 9.9708E+05 + Dist_from_centre_of_torus_to_bldg_wall_(m)______________________________ (wrbi)________________________ 3.9531E+01 + Effective_floor_area_(m2)_______________________________________________ (efloor)______________________ 3.3660E+05 + Reactor_building_volume_(m3)____________________________________________ (rbv)_________________________ 1.1310E+06 + Reactor_maintenance_building_volume_(m3)________________________________ (rmbv)________________________ 3.9641E+05 + Warmshop_volume_(m3)____________________________________________________ (wsv)_________________________ 1.2531E+05 + Tritium_building_volume_(m3)____________________________________________ (triv)________________________ 4.0000E+04 + Electrical_building_volume_(m3)_________________________________________ (elev)________________________ 5.1937E+04 + Control_building_volume_(m3)____________________________________________ (conv)________________________ 6.0000E+04 + Cryogenics_building_volume_(m3)_________________________________________ (cryv)________________________ 1.4976E+04 + Administration_building_volume_(m3)_____________________________________ (admv)________________________ 1.0000E+05 + Shops_volume_(m3)_______________________________________________________ (shov)________________________ 1.0000E+05 + Total_volume_of_nuclear_buildings_(m3)__________________________________ (volnucb)_____________________ 1.5738E+06 + # Electric Power Requirements # + Facility_base_load_(MW)_________________________________________________ (basemw)______________________ 5.0000E+00 + Divertor_coil_power_supplies_(MW)_______________________________________ (bdvmw)_______________________ 0.0000E+00 + Cryoplant_electric_power_(MW)___________________________________________ (crymw)_______________________ 3.6566E+01 OP + Primary_coolant_pumps_(MW)______________________________________________ (htpmw..)_____________________ 1.9053E+02 OP + PF_coil_power_supplies_(MW)_____________________________________________ (ppfmw)_______________________ 8.5511E+01 OP + TF_coil_power_supplies_(MW)_____________________________________________ (ptfmw)_______________________ 1.0434E+01 OP + Plasma_heating_supplies_(MW)____________________________________________ (pheatingmw)__________________ 1.6029E+02 OP + Tritium_processing_(MW)_________________________________________________ (trithtmw..)__________________ 1.5000E+01 + Vacuum_pumps__(MW)______________________________________________________ (vachtmw..)___________________ 5.0000E-01 + Total_pulsed_power_(MW)_________________________________________________ (pacpmw)______________________ 5.5432E+02 OP + Total_base_power_required_at_all_times_(MW)_____________________________ (fcsht)_______________________ 5.5490E+01 OP + # Cryogenics # + Conduction_and_radiation_heat_loads_on_cryogenic_components_(MW)________ (qss/1.0d6)___________________ 1.4779E-02 OP + Nuclear_heating_of_cryogenic_components_(MW)____________________________ (qnuc/1.0d6)__________________ 1.3000E-02 OP + AC_losses_in_cryogenic_components_(MW)__________________________________ (qac/1.0d6)___________________ 3.8170E-03 OP + Resistive_losses_in_current_leads_(MW)__________________________________ (qcl/1.0d6)___________________ 1.9539E-02 OP + 45%_allowance_for_heat_loads_in_transfer_lines,_storage_tanks_etc_(MW)__ (qmisc/1.0d6)_________________ 2.3011E-02 OP + Sum_=_Total_heat_removal_at_cryogenic_temperatures_(tfcoil_variables.tmp (helpow_+_helpow_cryal/1.0d6)_ 7.4146E-02 OP + Temperature_of_cryogenic_superconducting_components_(K)_________________ (tmpcry)______________________ 4.5000E+00 + Temperature_of_cryogenic_aluminium_components_(K)_______________________ (tcoolin)_____________________ 3.1315E+02 + Efficiency_(figure_of_merit)_of_cryogenic_plant_is_13%_of_ideal_Carnot_v ______________________________ 2.0277E-03 OP + Efficiency_(figure_of_merit)_of_cryogenic_aluminium_plant_is_40%_of_idea ______________________________ -2.0203E+00 OP + Electric_power_for_cryogenic_plant_(MW)_________________________________ (crypmw)______________________ 3.6566E+01 OP + # Plant Power / Heat Transport Balance # + Neutron_power_multiplication_in_blanket_________________________________ (emult)_______________________ 1.2690E+00 + Divertor_area_fraction_of_whole_toroid_surface__________________________ (fdiv)________________________ 1.1500E-01 + H/CD_apparatus_+_diagnostics_area_fraction______________________________ (fhcd)________________________ 0.0000E+00 + First_wall_area_fraction________________________________________________ (1-fdiv-fhcd)_________________ 8.8500E-01 + Switch_for_pumping_of_primary_coolant___________________________________ (primary_pumping)_____________ 3 + Mechanical_pumping_power_for_FW_cooling_loop_including_heat_exchanger_(M (htpmw_fw)____________________ 0.0000E+00 OP + Mechanical_pumping_power_for_blanket_cooling_loop_including_heat_exchang (htpmw_blkt)__________________ 0.0000E+00 OP + Mechanical_pumping_power_for_FW_and_blanket_cooling_loop_including_heat_ (htpmw_fw_blkt)_______________ 1.6407E+02 OP + Mechanical_pumping_power_for_divertor_(MW)______________________________ (htpmw_div)___________________ 1.6906E+00 OP + Mechanical_pumping_power_for_shield_and_vacuum_vessel_(MW)______________ (htpmw_shld)__________________ 7.0688E-03 OP + Electrical_pumping_power_for_FW_and_blanket_(MW)________________________ (htpmwe_fw_blkt)______________ 1.8858E+02 OP + Electrical_pumping_power_for_shield_(MW)________________________________ (htpmwe_shld)_________________ 8.1250E-03 OP + Electrical_pumping_power_for_divertor_(MW)______________________________ (htpmwe_div)__________________ 1.9433E+00 OP + Total_electrical_pumping_power_for_primary_coolant_(MW)_________________ (htpmw)_______________________ 1.9053E+02 OP + Coolant_pump_power_/_non-pumping_thermal_power_in_shield________________ (fpumpshld)___________________ 5.0000E-03 + Coolant_pump_power_/_non-pumping_thermal_power_in_divertor______________ (fpumpdiv)____________________ 5.0000E-03 + Electrical_efficiency_of_heat_transport_coolant_pumps___________________ (etahtp)______________________ 8.7000E-01 + Thermal_to_electric_conversion_efficiency_of_the_power_conversion_cycle_ (etath)_______________________ 4.0000E-01 + Fraction_of_total_high-grade_thermal_power_to_divertor__________________ (pdivfraction)________________ 1.5623E-01 + Total_power_leaving_reactor_(across_vacuum_vessel_boundary)_(MW)________ ______________________________ 2.0111E+03 + Heat_removal_from_cryogenic_plant_(MW)__________________________________ (crypmw)______________________ 3.6566E+01 + Heat_removal_from_facilities_(MW)_______________________________________ (fachtmw)_____________________ 5.5490E+01 + Coolant_pumping_efficiency_losses_(MW)__________________________________ (htpsecmw)____________________ 2.4769E+01 + Heat_removal_from_injection_power_(MW)__________________________________ (pinjht)______________________ 8.0143E+01 + Heat_removal_from_tritium_plant_(MW)____________________________________ (trithtmw)____________________ 1.5000E+01 + Heat_removal_from_vacuum_pumps_(MW)_____________________________________ (vachtmw)_____________________ 5.0000E-01 + TF_coil_resistive_power_(MW)____________________________________________ (tfcmw)_______________________ 0.0000E+00 + Total_low-grade_thermal_power_(MW)______________________________________ (psechtmw)____________________ 2.2417E+02 + Total_High-grade_thermal_power_(MW)_____________________________________ (pthermmw)____________________ 2.1751E+03 + Number_of_primary_heat_exchangers_______________________________________ (nphx)________________________ 3 OP + Transport_power_from_scaling_law_(MW)___________________________________ (pscalingmw)__________________ 2.9785E+02 + Radiation_power_from_inside_"coreradius"_(MW)___________________________ (pcoreradmw.)_________________ 9.1650E+01 + Total_(MW)______________________________________________________________ ______________________________ 3.8950E+02 + Alpha_power_deposited_in_plasma_(MW)____________________________________ (falpha*palpmw)_______________ 3.0746E+02 + Power_from_charged_products_of_DD_and/or_D-He3_fusion_(MW)______________ (pchargemw.)__________________ 1.2659E+00 + Ohmic_heating_(MW)______________________________________________________ (pohmmw.)_____________________ 6.2284E-01 + Injected_power_deposited_in_plasma_(MW)_________________________________ (pinjmw)______________________ 8.0143E+01 + Total_(MW)______________________________________________________________ ______________________________ 3.8950E+02 + Fusion_power_(MW)_______________________________________________________ (powfmw)______________________ 1.6202E+03 + Power_from_energy_multiplication_in_blanket_and_shield_(MW)_____________ (emultmw)_____________________ 3.0836E+02 + Injected_power_(MW)_____________________________________________________ (pinjmw.)_____________________ 8.0143E+01 + Ohmic_power_(MW)________________________________________________________ (pohmmw.)_____________________ 6.2284E-01 + Power_deposited_in_primary_coolant_by_pump_(MW)_________________________ (htpmw_mech)__________________ 1.6576E+02 + Total_(MW)______________________________________________________________ ______________________________ 2.1751E+03 + Heat_extracted_from_first_wall_and_blanket_(MW)_________________________ (pthermfw_blkt)_______________ 1.8339E+03 + Heat_extracted_from_shield__(MW)________________________________________ (pthermshld)__________________ 1.4208E+00 + Heat_extracted_from_divertor_(MW)_______________________________________ (pthermdiv)___________________ 3.3982E+02 + Nuclear_and_photon_power_lost_to_H/CD_system_(MW)_______________________ (psechcd)_____________________ 0.0000E+00 + Nuclear_power_lost_to_TF_(MW)___________________________________________ (ptfnuc)______________________ 2.5118E-02 + Total_(MW)______________________________________________________________ ______________________________ 2.1752E+03 + Net_electric_power_output(MW)___________________________________________ (pnetelmw.)___________________ 4.0001E+02 + Required_Net_electric_power_output(MW)__________________________________ (pnetelin)____________________ 4.0000E+02 + Electric_power_for_heating_and_current_drive_(MW)_______________________ (pinjwp)______________________ 1.6029E+02 + Electric_power_for_primary_coolant_pumps_(MW)___________________________ (htpmw)_______________________ 1.9053E+02 + Electric_power_for_vacuum_pumps_(MW)____________________________________ (vachtmw)_____________________ 5.0000E-01 + Electric_power_for_tritium_plant_(MW)___________________________________ (trithtmw)____________________ 1.5000E+01 + Electric_power_for_cryoplant_(MW)_______________________________________ (crypmw)______________________ 3.6566E+01 + Electric_power_for_TF_coils_(MW)________________________________________ (tfacpd)______________________ 1.0434E+01 + Electric_power_for_PF_coils_(MW)________________________________________ (pfwpmw)______________________ 1.2422E+00 + All_other_internal_electric_power_requirements_(MW)_____________________ (fachtmw)_____________________ 5.5490E+01 + Total_(MW)______________________________________________________________ (tot_plant_power)_____________ 8.7006E+02 + Total_(MW)______________________________________________________________ ______________________________ 8.7006E+02 + Gross_electrical_output*_(MW)___________________________________________ (pgrossmw)____________________ 8.7006E+02 + Fusion_power_(MW)_______________________________________________________ (powfmw)______________________ 1.6202E+03 + Power_from_energy_multiplication_in_blanket_and_shield_(MW)_____________ (emultmw)_____________________ 3.0836E+02 + Total_(MW)______________________________________________________________ ______________________________ 1.9285E+03 + Net_electrical_output_(MW) _____________________________________________ (pnetelmw)____________________ 4.0001E+02 + Heat_rejected_by_main_power_conversion_circuit_(MW)_____________________ (rejected_main)_______________ 1.3051E+03 + Heat_rejected_by_other_cooling_circuits_(MW)____________________________ (psechtmw)____________________ 2.2417E+02 + Total_(MW)______________________________________________________________ ______________________________ 1.9293E+03 + Net_electric_power_/_total_nuclear_power_(%)____________________________ (pnetelmw/(powfmw+emultmw)____ 2.0741E+01 + Net_electric_power_/_total_fusion_power_(%)_____________________________ (pnetelmw/powfmw)_____________ 2.4689E+01 + Gross_electric_power*_/_high_grade_heat_(%)_____________________________ (etath)_______________________ 4.0000E+01 + Recirculating_power_fraction____________________________________________ (cirpowfr)____________________ 5.4025E-01 + # Water usage during plant operation (secondary cooling) # + Volume_used_in_cooling_tower_(m3/day)___________________________________ (waterusetower)_______________ 5.5485E+04 OP + Volume_used_in_recirculating_water_system_(m3/day)______________________ (wateruserecirc)______________ 1.8617E+04 OP + Volume_used_in_once-through_water_system_(m3/day)_______________________ (wateruseonethru)_____________ 1.8244E+06 OP + # Errors and Warnings # + # Errors and Warnings # + PROCESS_error_status_flag_______________________________________________ (error_status)________________ 2 + Final_error_identifier__________________________________________________ (error_id)____________________ 244 + # End of PROCESS Output # + # End of PROCESS Output # + # Copy of PROCESS Input Follows # +************************************************************************************************************************ +***** ***** +***** Generic large tokamak file ***** +***** James Morris, UKAEA ***** +***** 28/06/23 ***** +***** ***** +************************************************************************* + +* Run Information * +******************* + +runtitle = Generic large tokamak + +* Figure of merit - minimise major radius +minmax = 1 + +* Error tolerance for VMCON +epsvmc = 1e-7 + +* Constraint Equations - Consistency Equations * +************************************************ + +* Beta consistency * +*------------------* +icc = 1 +ixc = 5 * beta +beta = 0.03 + +* Global power balance * +*----------------------* +icc = 2 + +* Radial build consistency * +*--------------------------* +icc = 11 + +* Constraint Equations - Limit Equations * +****************************************** + +* Density upper limit * +*---------------------* +icc = 5 +ixc = 6 * dene [m-3] +fdene = 1.2 +dene = 7.5E19 + +* Neutron wall load upper limit * +*-------------------------------* +icc = 8 +ixc = 14 * fwalld +fwalld = 1.0 +* wall load limit [MW/m2] +walalw = 2.0 + +* Fusion power upper limit * +*--------------------------* + +icc = 9 +ixc = 26 * ffuspow +* Maximum allowable value fusion power [MW] +powfmax = 3000 + +* Burn time lower limit * +*-----------------------* +icc = 13 +ixc = 21 * ftburn +* minimum burn time [s] +tbrnmn = 7200.0 + +* L-H threshold scaling * +*-----------------------* +icc = 15 +ixc = 103 * flhthresh +boundu(103) = 10.0 + +* Injection power upper limit * +*-----------------------------* +icc = 30 +ixc = 46 * fpinj +* Maximum allowable value for injected power [MW] +pinjalw = 200.0 + +* Net electric power lower limit * +*--------------------------------* +icc = 16 +ixc = 25 * fpnetel +* Minimum allowable value for net eletric power [MW] +pnetelin = 400.0 + +* Beta upper limit * +*------------------* +icc = 24 +ixc = 36 * fbetatry +fbetatry = 0.5 + +* Max TF field * +*--------------* +icc = 25 +ixc = 35 * fpeakb +* Maximum allowable value for toroidal magnetic field [T] +bmxlim = 14.0 + +* Central solenoid EOF current density upper limit * +*--------------------------------------------------* +icc = 26 +ixc = 37 * coheof [A/m2] +ixc = 38 * fjohc +boundu(38) = 1.0 +coheof = 1.5E7 +fjohc = 0.6 + +* Central solenoid BOP current density upper limit * +*--------------------------------------------------* +icc = 27 +ixc = 39 * fjohc0 +ixc = 41 * fcohbop +boundu(39) = 1.0 +fjohc0 = 0.6 +fcohbop = 0.9 + +* I_op/I_Crit TF coil limit * +*---------------------------* +icc = 33 +ixc = 50 * fiooic +boundu(50) = 1.0 +fiooic = 0.65 + +* Dump voltage upper limit * +*--------------------------* +icc = 34 +ixc = 51 * fvdump +ixc = 52 * vdalw [kV] +boundu(52) = 10.0 +fvdump = 1.0 +vdalw = 10.0 + +* J_winding pack protection * +*---------------------------* +icc = 35 +ixc = 53 * fjprot +fjprot = 1.0 + +* TF temp marg lower limit * +*--------------------------* +icc = 36 +ixc = 54 * ftmargtf +* Minimum allowable temperature margin [K] +tmargmin = 1.5 + +* CS coil temp margin lower limit * +*---------------------------------* +icc = 60 +ixc = 106 * ftmargoh +tmargmin_cs = 1.5 + +* Lower limit on taup/taueff (ratio alpha particle/energy confinement times) * +*-------------------------------------------------------------------------------* +icc = 62 +ixc = 110 * ftaulimit +taulimit = 5.0 + +* dump time constraint for VV stresses * +*--------------------------------------* +icc = 65 +ixc = 113 * fmaxvvstress +fmaxvvstress = 1.0 + +* CS stress limit * +*-----------------* +icc = 72 +ixc = 123 * foh_stress +foh_stress = 1.0 +* allowable hoop stress in Central Solenoid structural material [Pa] +alstroh = 7.5D8 + +* neped_neped_______________________normalised_residue____________________ (normres023)__________________ -1.9637E-08 + Upper_Lim._on_Psep_*_Bt_/_q_A_R___normalised_residue____________________ (normres024)__________________ 4.9789E-07 + TF_coil_case_stress_upper_limit___normalised_residue____________________ (normres025)__________________ -4.6757E-07 + TF_coil_conduit_stress_upper_lim__normalised_residue____________________ (normres026)__________________ -4.1375E-07 + # Final Feasible Point # + # Power Reactor Costs (1990 US$) # + First_wall_/_blanket_life_(years)_______________________________________ (fwbllife)____________________ 6.1566E+00 + Divertor_life_(years)___________________________________________________ (divlife.)____________________ 3.9769E+00 + Cost_of_electricity_(m$/kWh)____________________________________________ (coe)_________________________ 5.1257E+02 + # Detailed Costings (1990 US$) # + Acc.22_multiplier_for_Nth_of_a_kind_____________________________________ (fkind)_______________________ 1.0000E+00 + Level_of_Safety_Assurance_______________________________________________ (lsa)_________________________ 4 + # Structures and Site Facilities # + Site_improvements,_facilities,_land_(M$)________________________________ (c211)________________________ 3.5200E+01 + Reactor_building_cost_(M$)______________________________________________ (c212)________________________ 4.5238E+02 + Turbine_building_cost_(M$)______________________________________________ (c213)________________________ 3.8000E+01 + Reactor_maintenance_building_cost_(M$)__________________________________ (c2141)_______________________ 1.0307E+02 + Warm_shop_cost_(M$)_____________________________________________________ (c2142)_______________________ 5.7641E+01 + Tritium_building_cost_(M$)______________________________________________ (c215)________________________ 1.4800E+01 + Electrical_equipment_building_cost_(M$)_________________________________ (c216)________________________ 1.9736E+01 + Additional_buildings_cost_(M$)__________________________________________ (c2171)_______________________ 1.8000E+01 + Control_room_buildings_cost_(M$)________________________________________ (c2172)_______________________ 2.1000E+01 + Shop_and_warehouses_cost_(M$)___________________________________________ (c2173)_______________________ 1.1500E+01 + Cryogenic_building_cost_(M$)____________________________________________ (c2174)_______________________ 6.8891E+00 + Total_account_21_cost_(M$)______________________________________________ (c21)_________________________ 7.7822E+02 + # Reactor Systems # + First_wall_cost_(M$)____________________________________________________ (c2211)_______________________ 1.9130E+02 + Blanket_beryllium_cost_(M$)_____________________________________________ (c22121)______________________ 2.6109E+02 + Blanket_breeder_material_cost_(M$)______________________________________ (c22122)______________________ 6.3985E+02 + Blanket_stainless_steel_cost_(M$)_______________________________________ (c22123)______________________ 8.0726E+01 + Blanket_vanadium_cost_(M$)______________________________________________ (c22124)______________________ 0.0000E+00 + Blanket_total_cost_(M$)_________________________________________________ (c2212)_______________________ 9.8166E+02 + Bulk_shield_cost_(M$)___________________________________________________ (c22131)______________________ 7.8394E+01 + Penetration_shielding_cost_(M$)_________________________________________ (c22132)______________________ 7.8394E+01 + Total_shield_cost_(M$)__________________________________________________ (c2213)_______________________ 1.5679E+02 + Total_support_structure_cost_(M$)_______________________________________ (c2214)_______________________ 4.0933E+01 + Divertor_cost_(M$)______________________________________________________ (c2215)_______________________ 4.1660E+01 + Total_account_221_cost_(M$)_____________________________________________ (c221)________________________ 1.4123E+03 + # Magnets # + TF_coil_conductor_cost_(M$)_____________________________________________ (c22211)______________________ 1.3230E+02 + TF_coil_winding_cost_(M$)_______________________________________________ (c22212)______________________ 5.4263E+01 + TF_coil_case_cost_(M$)__________________________________________________ (c22213)______________________ 4.4365E+02 + TF_intercoil_structure_cost_(M$)________________________________________ (c22214)______________________ 1.5066E+02 + TF_coil_gravity_support_structure_(M$)__________________________________ (c22215)______________________ 4.4659E+01 + TF_magnet_assemblies_cost_(M$)__________________________________________ (c2221)_______________________ 8.2552E+02 + PF_coil_conductor_cost_(M$)_____________________________________________ (c22221)______________________ 4.6409E+02 + PF_coil_winding_cost_(M$)_______________________________________________ (c22222)______________________ 7.6765E+01 + PF_coil_case_cost_(M$)__________________________________________________ (c22223)______________________ 9.4861E+01 + PF_coil_support_structure_cost_(M$)_____________________________________ (c22224)______________________ 8.0235E+00 + PF_magnet_assemblies_cost_(M$)__________________________________________ (c2222)_______________________ 6.4374E+02 + Vacuum_vessel_assembly_cost_(M$)________________________________________ (c2223)_______________________ 2.5404E+02 + Total_account_222_cost_(M$)_____________________________________________ (c222)________________________ 1.7233E+03 + # Power Injection # + ECH_system_cost_(M$)____________________________________________________ (c2231)_______________________ 2.4043E+02 + Lower_hybrid_system_cost_(M$)___________________________________________ (c2232)_______________________ 0.0000E+00 + Neutral_beam_system_cost_(M$)___________________________________________ (c2233)_______________________ 0.0000E+00 + Total_account_223_cost_(M$)_____________________________________________ (c223)________________________ 2.4043E+02 + # Vacuum Systems # + High_vacuum_pumps_cost_(M$)_____________________________________________ (c2241)_______________________ 1.2480E+01 + Backing_pumps_cost_(M$)_________________________________________________ (c2242)_______________________ 4.6800E+00 + Vacuum_duct_cost_(M$)___________________________________________________ (c2243)_______________________ 2.5280E+00 + Valves_cost_(M$)________________________________________________________ (c2244)_______________________ 5.7410E+00 + Duct_shielding_cost_(M$)________________________________________________ (c2245)_______________________ 0.0000E+00 + Instrumentation_cost_(M$)_______________________________________________ (c2246)_______________________ 1.3000E+00 + Total_account_224_cost_(M$)_____________________________________________ (c224)________________________ 2.6729E+01 + # Power Conditioning # + TF_coil_power_supplies_cost_(M$)________________________________________ (c22511)______________________ 4.0144E+00 + TF_coil_breakers_cost_(M$)______________________________________________ (c22512)______________________ 3.4127E+01 + TF_coil_dump_resistors_cost_(M$)________________________________________ (c22513)______________________ 2.1322E+01 + TF_coil_instrumentation_and_control_(M$)________________________________ (c22514)______________________ 4.8000E+00 + TF_coil_bussing_cost_(M$)_______________________________________________ (c22515)______________________ 3.5267E+01 + Total,_TF_coil_power_costs_(M$)_________________________________________ (c2251)_______________________ 9.9531E+01 + PF_coil_power_supplies_cost_(M$)________________________________________ (c22521)______________________ 2.9591E+00 + PF_coil_instrumentation_and_control_(M$)________________________________ (c22522)______________________ 3.6000E+00 + PF_coil_bussing_cost_(M$)_______________________________________________ (c22523)______________________ 1.1995E+01 + PF_coil_burn_power_supplies_cost_(M$)___________________________________ (c22524)______________________ 1.2679E+00 + PF_coil_breakers_cost_(M$)______________________________________________ (c22525)______________________ 1.4709E+01 + PF_coil_dump_resistors_cost_(M$)________________________________________ (c22526)______________________ 4.3206E+00 + PF_coil_ac_breakers_cost_(M$)___________________________________________ (c22527)______________________ 9.0000E-01 + Total,_PF_coil_power_costs_(M$)_________________________________________ (c2252)_______________________ 3.9752E+01 + Total,_energy_storage_cost_(M$)_________________________________________ (c2253)_______________________ 1.6864E+01 + Total_account_225_cost_(M$)_____________________________________________ (c225)________________________ 1.5615E+02 + # Heat Transport System # + Pumps_and_piping_system_cost_(M$)_______________________________________ (cpp)_________________________ 3.6795E+01 + Primary_heat_exchanger_cost_(M$)________________________________________ (chx)_________________________ 7.1692E+01 + Total,_reactor_cooling_system_cost_(M$)_________________________________ (c2261)_______________________ 1.0849E+02 + Pumps,_piping_cost_(M$)_________________________________________________ (cppa)________________________ 2.8417E+01 + Total,_auxiliary_cooling_system_cost_(M$)_______________________________ (c2262)_______________________ 2.8417E+01 + Total,_cryogenic_system_cost_(M$)_______________________________________ (c2263)_______________________ 1.7039E+02 + Total_account_226_cost_(M$)_____________________________________________ (c226)________________________ 3.0729E+02 + # Fuel Handling System # + Fuelling_system_cost_(M$)_______________________________________________ (c2271)_______________________ 2.2300E+01 + Fuel_processing_and_purification_cost_(M$)______________________________ (c2272)_______________________ 1.0229E+02 + Atmospheric_recovery_systems_cost_(M$)__________________________________ (c2273)_______________________ 5.8088E+01 + Nuclear_building_ventilation_cost_(M$)__________________________________ (c2274)_______________________ 6.9201E+01 + Total_account_227_cost_(M$)_____________________________________________ (c227)________________________ 2.5188E+02 + # Instrumentation and Control # + Instrumentation_and_control_cost_(M$)___________________________________ (c228)________________________ 1.5000E+02 + # Maintenance Equipment # + Maintenance_equipment_cost_(M$)_________________________________________ (c229)________________________ 1.2500E+02 + # Total Account 22 Cost # + Total_account_22_cost_(M$)______________________________________________ (c22)_________________________ 4.3931E+03 + # Turbine Plant Equipment # + Turbine_plant_equipment_cost_(M$)_______________________________________ (c23)_________________________ 1.7613E+02 + # Electric Plant Equipment # + Switchyard_equipment_cost_(M$)__________________________________________ (c241)________________________ 1.8400E+01 + Transformers_cost_(M$)__________________________________________________ (c242)________________________ 8.0330E+00 + Low_voltage_equipment_cost_(M$)_________________________________________ (c243)________________________ 6.4513E+00 + Diesel_backup_equipment_cost_(M$)_______________________________________ (c244)________________________ 6.8000E+00 + Auxiliary_facilities_cost_(M$)__________________________________________ (c245)________________________ 1.5000E+00 + Total_account_24_cost_(M$)______________________________________________ (c24)_________________________ 4.1184E+01 + # Miscellaneous Plant Equipment # + Miscellaneous_plant_equipment_cost_(M$)_________________________________ (c25)_________________________ 2.5000E+01 + # Heat Rejection System # + Heat_rejection_system_cost_(M$)_________________________________________ (c26)_________________________ 4.9877E+01 + # Plant Direct Cost # + Plant_direct_cost_(M$)__________________________________________________ (cdirt)_______________________ 5.4635E+03 + # Reactor Core Cost # + Reactor_core_cost_(M$)__________________________________________________ (crctcore)____________________ 3.3761E+03 + # Indirect Cost # + Indirect_cost_(M$)______________________________________________________ (c9)__________________________ 1.8221E+03 + # Total Contingency # + Total_contingency_(M$)__________________________________________________ (ccont)_______________________ 1.4207E+03 + # Constructed Cost # + Constructed_cost_(M$)___________________________________________________ (concost)_____________________ 8.7063E+03 + # Interest during Construction # + Interest_during_construction_(M$)_______________________________________ (moneyint)____________________ 1.4365E+03 + # Total Capital Investment # + Total_capital_investment_(M$)___________________________________________ (capcost)_____________________ 1.0143E+04 + # Plant Availability # + Allowable_blanket_neutron_fluence_(MW-yr/m2)____________________________ (abktflnc)____________________ 5.0000E+00 + Allowable_divertor_heat_fluence_(MW-yr/m2)______________________________ (adivflnc)____________________ 7.0000E+00 + First_wall_/_blanket_lifetime_(years)___________________________________ (bktlife)_____________________ 6.1566E+00 OP + Divertor_lifetime_(years)_______________________________________________ (divlife)_____________________ 3.9769E+00 OP + Heating/CD_system_lifetime_(years)______________________________________ (cdrlife)_____________________ 6.1566E+00 OP + Total_plant_lifetime_(years)____________________________________________ (tlife)_______________________ 3.0000E+01 + Total_plant_availability_fraction_______________________________________ (cfactr)______________________ 8.0000E-01 + Number_of_fusion_cycles_to_reach_allowable_fw/blanket_DPA_______________ (bktcycles)___________________ 1.5787E+04 + # Plasma # + Tokamak_aspect_ratio_=_Conventional,_itart_=_0__________________________ (itart)_______________________ 0.0000E+00 + Major_radius_(m)________________________________________________________ (rmajor)______________________ 8.0000E+00 ITV + Minor_radius_(m)________________________________________________________ (rminor)______________________ 2.6667E+00 + Aspect_ratio____________________________________________________________ (aspect)______________________ 3.0000E+00 + Elongation,_X-point_(input_value_used)__________________________________ (kappa)_______________________ 1.8500E+00 + Elongation,_95%_surface_(calculated_from_kappa)_________________________ (kappa95)_____________________ 1.6518E+00 + Elongation,_area_ratio_calc.____________________________________________ (kappaa)______________________ 1.7188E+00 + Triangularity,_X-point_(input_value_used)_______________________________ (triang)______________________ 5.0000E-01 + Triangularity,_95%_surface_(calculated_from_triang)_____________________ (triang95)____________________ 3.3333E-01 + Plasma_poloidal_perimeter_(m)___________________________________________ (pperim)______________________ 2.4081E+01 + Plasma_cross-sectional_area_(m2)________________________________________ (xarea)_______________________ 3.8398E+01 + Plasma_surface_area_(m2)________________________________________________ (sarea)_______________________ 1.1738E+03 OP + Plasma_volume_(m3)______________________________________________________ (vol)_________________________ 1.8882E+03 OP + Plasma_current_scaling_law_used_________________________________________ (icurr)_______________________ 4 + Plasma_current_(MA)_____________________________________________________ (plascur/1D6)_________________ 1.6631E+01 + Current_density_profile_factor__________________________________________ (alphaj)______________________ 1.9805E+00 + Plasma_internal_inductance,_li__________________________________________ (rli)_________________________ 1.2275E+00 + Vertical_field_at_plasma_(T)____________________________________________ (bvert)_______________________ -7.4373E-01 + Vacuum_toroidal_field_at_R_(T)__________________________________________ (bt)__________________________ 5.2940E+00 ITV + Average_poloidal_field_(T)______________________________________________ (bp)__________________________ 8.6787E-01 + Total_field_(sqrt(bp^2_+_bt^2))_(T)_____________________________________ (btot)________________________ 5.3647E+00 + Safety_factor_on_axis___________________________________________________ (q0)__________________________ 1.0000E+00 + Safety_factor_at_95%_flux_surface_______________________________________ (q95)_________________________ 3.5961E+00 ITV + Cylindrical_safety_factor_(qcyl)________________________________________ (qstar)_______________________ 2.9805E+00 + Total_plasma_beta_______________________________________________________ (beta)________________________ 3.3648E-02 ITV + Total_poloidal_beta_____________________________________________________ (betap)_______________________ 1.2857E+00 OP + Total_toroidal_beta_____________________________________________________ ______________________________ 3.4553E-02 OP + Fast_alpha_beta_________________________________________________________ (betaft)______________________ 4.2236E-03 OP + Beam_ion_beta___________________________________________________________ (betanb)______________________ 0.0000E+00 OP + (Fast_alpha_+_beam_physics_variables.beta)/(thermal_physics_variables.be (gammaft)_____________________ 1.4354E-01 OP + Thermal_beta____________________________________________________________ ______________________________ 2.9425E-02 OP + Thermal_poloidal_beta___________________________________________________ ______________________________ 1.1243E+00 OP + Thermal_toroidal_physics_variables.beta_(=_beta-exp)____________________ ______________________________ 3.0215E-02 OP + 2nd_stability_physics_variables.beta_:_beta_p_/_(R/a)___________________ (eps*betap)___________________ 4.2857E-01 + 2nd_stability_physics_variables.beta_upper_limit________________________ (epbetmax)____________________ 1.3800E+00 + Beta_g_coefficient______________________________________________________ (dnbeta)______________________ 4.9099E+00 + Normalised_thermal_beta_________________________________________________ ______________________________ 2.4977E+00 + Normalised_total_beta___________________________________________________ ______________________________ 2.8562E+00 + Normalised_toroidal_beta________________________________________________ (normalised_toroidal_beta)____ 2.9330E+00 + Limit_on_thermal_beta___________________________________________________ (betalim)_____________________ 5.7842E-02 + Plasma_thermal_energy_(J)_______________________________________________ ______________________________ 9.5431E+08 OP + Total_plasma_internal_energy_(J)________________________________________ (total_plasma_internal_energy) 1.0913E+09 OP + Electron_temperature_(keV)______________________________________________ (te)__________________________ 1.2489E+01 ITV + Electron_temperature_on_axis_(keV)______________________________________ (te0)_________________________ 2.5758E+01 + Ion_temperature_(keV)___________________________________________________ (ti)__________________________ 1.2489E+01 + Ion_temperature_on_axis_(keV)___________________________________________ (ti0)_________________________ 2.5758E+01 + Electron_temp.,_density_weighted_(keV)__________________________________ (ten)_________________________ 1.3805E+01 + Electron_density_(/m3)__________________________________________________ (dene)________________________ 8.0667E+19 ITV + Electron_density_on_axis_(/m3)__________________________________________ (ne0)_________________________ 1.0610E+20 OP + Line-averaged_electron_density_(/m3)____________________________________ (dnla)________________________ 8.9334E+19 OP + Line-averaged_electron_density_/_Greenwald_density______________________ (dnla_gw)_____________________ 1.2000E+00 OP + Ion_density_(/m3)_______________________________________________________ (dnitot)______________________ 7.1669E+19 OP + Fuel_density_(/m3)______________________________________________________ (deni)________________________ 6.4831E+19 OP + Total_impurity_density_with_Z_>_2_(no_He)_(/m3)_________________________ (dnz)_________________________ 4.6503E+16 OP + Helium_ion_density_(thermalised_ions_only)_(/m3)________________________ (dnalp)_______________________ 6.7723E+18 OP + Proton_density_(/m3)____________________________________________________ (dnprot)______________________ 1.8963E+16 OP + Hot_beam_density_(/m3)__________________________________________________ (dnbeam)______________________ 0.0000E+00 OP + Density_limit_from_scaling_(/m3)________________________________________ (dnelimt)_____________________ 7.4445E+19 OP + Density_limit_(enforced)_(/m3)__________________________________________ (boundu(9)*dnelimt)___________ 7.4445E+19 OP + Helium_ion_density_(thermalised_ions_only)_/_electron_density___________ (ralpne)______________________ 8.3954E-02 ITV + H__concentration________________________________________________________ (fimp(01))____________________ 8.0392E-01 OP + He_concentration________________________________________________________ (fimp(02))____________________ 8.3954E-02 + Be_concentration________________________________________________________ (fimp(03))____________________ 0.0000E+00 + C__concentration________________________________________________________ (fimp(04))____________________ 0.0000E+00 + N__concentration________________________________________________________ (fimp(05))____________________ 0.0000E+00 + O__concentration________________________________________________________ (fimp(06))____________________ 0.0000E+00 + Ne_concentration________________________________________________________ (fimp(07))____________________ 0.0000E+00 + Si_concentration________________________________________________________ (fimp(08))____________________ 0.0000E+00 + Ar_concentration________________________________________________________ (fimp(09))____________________ 0.0000E+00 + Fe_concentration________________________________________________________ (fimp(10))____________________ 0.0000E+00 + Ni_concentration________________________________________________________ (fimp(11))____________________ 0.0000E+00 + Kr_concentration________________________________________________________ (fimp(12))____________________ 0.0000E+00 + Xe_concentration________________________________________________________ (fimp(13))____________________ 5.7149E-04 ITV + W__concentration________________________________________________________ (fimp(14))____________________ 5.0000E-06 + Average_mass_of_all_ions_(amu)__________________________________________ (aion)________________________ 2.7252E+00 OP + Effective_charge________________________________________________________ (zeff)________________________ 2.5164E+00 + Density_profile_factor__________________________________________________ (alphan)______________________ 1.0000E+00 + Plasma_profile_model____________________________________________________ (ipedestal)___________________ 1 + Density_pedestal_r/a_location___________________________________________ (rhopedn)_____________________ 9.4000E-01 + Electron_density_pedestal_height_(/m3)__________________________________ (neped)_______________________ 6.3278E+19 OP + Electron_density_at_pedestal_/_nGW______________________________________ (fgwped_out)__________________ 8.5000E-01 + Temperature_pedestal_r/a_location_______________________________________ (rhopedt)_____________________ 9.4000E-01 + Pedestal_scaling_switch_________________________________________________ (ieped)_______________________ 0 + Electron_temp._pedestal_height_(keV)____________________________________ (teped)_______________________ 5.5000E+00 + Electron_temp._at_separatrix_(keV)______________________________________ (tesep)_______________________ 1.0000E-01 + Electron_density_at_separatrix_(/m3)____________________________________ (nesep)_______________________ 3.7223E+19 + Electron_density_at_separatrix_/_nGW____________________________________ (fgwsep_out)__________________ 5.0000E-01 + Temperature_profile_index_______________________________________________ (alphat)______________________ 1.4500E+00 + Temperature_profile_index_beta__________________________________________ (tbeta)_______________________ 2.0000E+00 + Old_ASDEX_model_________________________________________________________ (dlimit(1))___________________ 5.2797E+19 OP + Borrass_ITER_model_I____________________________________________________ (dlimit(2))___________________ 1.0969E+20 OP + Borrass_ITER_model_II___________________________________________________ (dlimit(3))___________________ 4.3575E+19 OP + JET_edge_radiation_model________________________________________________ (dlimit(4))___________________ 3.0227E+21 OP + JET_simplified_model____________________________________________________ (dlimit(5))___________________ 4.3397E+20 OP + Hugill-Murakami_Mq_model________________________________________________ (dlimit(6))___________________ 6.6609E+19 OP + Greenwald_model_________________________________________________________ (dlimit(7))___________________ 7.4445E+19 OP + Deuterium_fuel_fraction_________________________________________________ (fdeut)_______________________ 5.0000E-01 + Tritium_fuel_fraction___________________________________________________ (ftrit)_______________________ 5.0000E-01 + Total_fusion_power_(MW)_________________________________________________ (powfmw)______________________ 1.6202E+03 OP + _=____D-T_fusion_power_(MW)_____________________________________________ (pdt)_________________________ 1.6182E+03 OP + __+___D-D_fusion_power_(MW)_____________________________________________ (pdd)_________________________ 1.9494E+00 OP + __+_D-He3_fusion_power_(MW)_____________________________________________ (pdhe3)_______________________ 0.0000E+00 OP + Alpha_power:_total_(MW)_________________________________________________ (palpmw)______________________ 3.2365E+02 OP + Alpha_power:_beam-plasma_(MW)___________________________________________ (palpnb)______________________ 0.0000E+00 OP + Neutron_power_(MW)______________________________________________________ (pneutmw)_____________________ 1.2953E+03 OP + Charged_particle_power_(excluding_alphas)_(MW)__________________________ (pchargemw)___________________ 1.2659E+00 OP + Total_power_deposited_in_plasma_(MW)____________________________________ (tot_power_plasma)____________ 3.8950E+02 OP + Bremsstrahlung_radiation_power_(MW)_____________________________________ (pbrempv*vol)_________________ 6.5195E+01 OP + Line_radiation_power_(MW)_______________________________________________ (plinepv*vol)_________________ 1.4609E+02 OP + Synchrotron_radiation_power_(MW)________________________________________ (psyncpv*vol)_________________ 1.5187E+01 OP + Synchrotron_wall_reflectivity_factor____________________________________ (ssync)_______________________ 6.0000E-01 + Normalised_minor_radius_defining_'core'_________________________________ (coreradius)__________________ 7.5000E-01 + Fraction_of_core_radiation_subtracted_from_P_L__________________________ (coreradiationfraction)_______ 6.0000E-01 + Radiation_power_from_inner_zone_(MW)____________________________________ (pinnerzoneradmw)_____________ 9.1650E+01 OP + Radiation_power_from_outer_zone_(MW)____________________________________ (pouterzoneradmw)_____________ 1.3482E+02 OP + Total_radiation_power_from_inside_LCFS_(MW)_____________________________ (pradmw)______________________ 2.2647E+02 OP + LCFS_radiation_fraction_=_total_radiation_in_LCFS_/_total_power_deposite (rad_fraction_LCFS)___________ 5.8144E-01 OP + Nominal_mean_radiation_load_on_inside_surface_of_reactor_(MW/m2)________ (photon_wall)_________________ 1.7749E-01 OP + Peaking_factor_for_radiation_wall_load__________________________________ (peakfactrad)_________________ 3.3300E+00 IP + Maximum_permitted_radiation_wall_load_(MW/m^2)__________________________ (maxradwallload)______________ 1.0000E+00 IP + Peak_radiation_wall_load_(MW/m^2)_______________________________________ (peakradwallload)_____________ 5.9106E-01 OP + Fast_alpha_particle_power_incident_on_the_first_wall_(MW)_______________ (palpfwmw)____________________ 1.6182E+01 OP + Nominal_mean_neutron_load_on_inside_surface_of_reactor_(MW/m2)__________ (wallmw)______________________ 1.0152E+00 OP + Power_incident_on_the_divertor_targets_(MW)_____________________________ (ptarmw)______________________ 3.2606E+01 OP + Fraction_of_power_to_the_lower_divertor_________________________________ (ftar)________________________ 1.0000E+00 IP + Outboard_side_heat_flux_decay_length_(m)________________________________ (lambdaio)____________________ 1.5700E-03 OP + Fraction_of_power_on_the_inner_targets__________________________________ (fio)_________________________ 4.1000E-01 OP + Fraction_of_power_incident_on_the_lower_inner_target____________________ (fLI)_________________________ 4.1000E-01 OP + Fraction_of_power_incident_on_the_lower_outer_target____________________ (fLO)_________________________ 5.9000E-01 OP + Power_incident_on_the_lower_inner_target_(MW)___________________________ (pLImw)_______________________ 1.3368E+01 OP + Power_incident_on_the_lower_outer_target_(MW)___________________________ (pLOmw)_______________________ 1.9237E+01 OP + Ohmic_heating_power_(MW)________________________________________________ (pohmmw)______________________ 6.2284E-01 OP + Fraction_of_alpha_power_deposited_in_plasma_____________________________ (falpha)______________________ 9.5000E-01 + Fraction_of_alpha_power_to_electrons____________________________________ (falpe)_______________________ 7.1828E-01 + Fraction_of_alpha_power_to_ions_________________________________________ (falpi)_______________________ 2.8172E-01 + Ion_transport_(MW)______________________________________________________ (ptrimw)______________________ 1.4013E+02 OP + Electron_transport_(MW)_________________________________________________ (ptremw)______________________ 1.5772E+02 OP + Injection_power_to_ions_(MW)____________________________________________ (pinjimw)_____________________ 0.0000E+00 OP + Injection_power_to_electrons_(MW)_______________________________________ (pinjemw)_____________________ 8.0143E+01 OP + Ignited_plasma_switch_(0=not_ignited,_1=ignited)________________________ (ignite)______________________ 0 + Power_into_divertor_zone_via_charged_particles_(MW)_____________________ (pdivt)_______________________ 1.6303E+02 OP + Psep_/_R_ratio_(MW/m)___________________________________________________ (pdivt/rmajor)________________ 2.0378E+01 OP + Psep_Bt_/_qAR_ratio_(MWT/m)_____________________________________________ (pdivtbt/qar)_________________ 1.0000E+01 OP + ITER_1996_scaling:_nominal_(MW)_________________________________________ (pthrmw(1))___________________ 1.2978E+02 OP + ITER_1996_scaling:_upper_bound_(MW)_____________________________________ (pthrmw(2))___________________ 2.8603E+02 OP + ITER_1996_scaling:_lower_bound_(MW)_____________________________________ (pthrmw(3))___________________ 5.8098E+01 OP + ITER_1997_scaling_(1)_(MW)______________________________________________ (pthrmw(4))___________________ 2.1452E+02 OP + ITER_1997_scaling_(2)_(MW)______________________________________________ (pthrmw(5))___________________ 1.7206E+02 OP + Martin_2008_scaling:_nominal_(MW)_______________________________________ (pthrmw(6))___________________ 9.7416E+01 OP + Martin_2008_scaling:_95%_upper_bound_(MW)_______________________________ (pthrmw(7))___________________ 1.2769E+02 OP + Martin_2008_scaling:_95%_lower_bound_(MW)_______________________________ (pthrmw(8))___________________ 6.7143E+01 OP + Snipes_2000_scaling:_nominal_(MW)_______________________________________ (pthrmw(9))___________________ 6.7785E+01 OP + Snipes_2000_scaling:_upper_bound_(MW)___________________________________ (pthrmw(10))__________________ 9.9437E+01 OP + Snipes_2000_scaling:_lower_bound_(MW)___________________________________ (pthrmw(11))__________________ 4.5839E+01 OP + Snipes_2000_scaling_(closed_divertor):_nominal_(MW)_____________________ (pthrmw(12))__________________ 3.1010E+01 OP + Snipes_2000_scaling_(closed_divertor):_upper_bound_(MW)_________________ (pthrmw(13))__________________ 4.3148E+01 OP + Snipes_2000_scaling_(closed_divertor):_lower_bound_(MW)_________________ (pthrmw(14))__________________ 2.2130E+01 OP + Hubbard_2012_L-I_threshold_-_nominal_(MW)_______________________________ (pthrmw(15))__________________ 2.7549E+01 OP + Hubbard_2012_L-I_threshold_-_lower_bound_(MW)___________________________ (pthrmw(16))__________________ 1.4319E+01 OP + Hubbard_2012_L-I_threshold_-_upper_bound_(MW)___________________________ (pthrmw(17))__________________ 5.3005E+01 OP + Hubbard_2017_L-I_threshold______________________________________________ (pthrmw(18))__________________ 2.6202E+02 OP + Martin_2008_aspect_ratio_corrected_scaling:_nominal_(MW)________________ (pthrmw(19))__________________ 9.7416E+01 OP + Martin_2008_aspect_ratio_corrected_scaling:_95%_upper_bound_(MW)________ (pthrmw(20))__________________ 1.2769E+02 OP + Martin_2008_aspect_ratio_corrected_scaling:_95%_lower_bound_(MW)________ (pthrmw(21))__________________ 6.7143E+01 OP + L-H_threshold_power_(enforced)_(MW)_____________________________________ (boundl(103)*plhthresh)_______ 9.7416E+01 OP + L-H_threshold_power_(MW)________________________________________________ (plhthresh)___________________ 9.7416E+01 OP + Confinement_H_factor____________________________________________________ (hfact)_______________________ 1.1886E+00 ITV + Global_thermal_energy_confinement_time_(s)______________________________ (taueff)______________________ 3.2037E+00 + Ion_energy_confinement_time_(s)_________________________________________ (tauei)_______________________ 3.2037E+00 + Electron_energy_confinement_time_(s)____________________________________ (tauee)_______________________ 3.2037E+00 + n.tau_=_Volume-average_electron_density_x_Energy_confinement_time_(s/m3) (dntau)_______________________ 2.5843E+20 OP + Triple_product__(keV_s/m3)______________________________________________ (dntau*te)____________________ 3.2275E+21 OP + Transport_loss_power_assumed_in_scaling_law_(MW)________________________ (powerht)_____________________ 2.9785E+02 OP + Switch_for_radiation_loss_term_usage_in_power_balance___________________ (iradloss)____________________ 1 + Radiation_power_subtracted_from_plasma_power_balance_(MW)_______________ ______________________________ 9.1650E+01 OP + Alpha_particle_confinement_time_(s)_____________________________________ (taup)________________________ 2.2270E+01 + Alpha_particle/energy_confinement_time_ratio____________________________ (taup/taueff)_________________ 6.9512E+00 + Lower_limit_on_taup/taueff______________________________________________ (taulimit)____________________ 5.0000E+00 + Total_energy_confinement_time_including_radiation_loss_(s)______________ (total_energy_conf_time)______ 2.8018E+00 + Normalized_plasma_pressure_beta_as_defined_by_McDonald_et_al____________ (beta_mcdonald)_______________ 3.4553E-02 OP + Normalized_ion_Larmor_radius____________________________________________ (rho_star)____________________ 1.9603E-03 OP + Normalized_collisionality_______________________________________________ (nu_star)_____________________ 3.7266E-03 OP + Volume_measure_of_elongation____________________________________________ (kappaa_IPB)__________________ 1.6815E+00 OP + Total_volt-second_requirement_(Wb)______________________________________ (vsstt)_______________________ 5.5616E+02 OP + Inductive_volt-seconds_(Wb)_____________________________________________ (vsind)_______________________ 2.3585E+02 OP + Ejima_coefficient_______________________________________________________ (gamma)_______________________ 3.0000E-01 + Start-up_resistive_(Wb)_________________________________________________ (vsres)_______________________ 5.0159E+01 OP + Flat-top_resistive_(Wb)_________________________________________________ (vsbrn)_______________________ 2.7015E+02 OP + bootstrap_current_fraction_multiplier___________________________________ (cboot)_______________________ 1.0000E+00 + Bootstrap_fraction_(ITER_1989)__________________________________________ (bscf_iter89)_________________ 3.7098E-01 + Bootstrap_fraction_(Sauter_et_al)_______________________________________ (bscf_sauter)_________________ 4.1920E-01 + Bootstrap_fraction_(Nevins_et_al)_______________________________________ (bscf_nevins)_________________ 3.5042E-01 + Bootstrap_fraction_(Wilson)_____________________________________________ (bscf_wilson)_________________ 4.3349E-01 + Diamagnetic_fraction_(Hender)___________________________________________ (diacf_hender)________________ 1.2017E-02 + Diamagnetic_fraction_(SCENE)____________________________________________ (diacf_scene)_________________ 1.1139E-02 + Pfirsch-Schlueter_fraction_(SCENE)______________________________________ (pscf_scene)__________________ -3.0283E-03 + Bootstrap_fraction_(enforced)___________________________________________ (bootipf.)____________________ 4.1920E-01 + Diamagnetic_fraction_(enforced)_________________________________________ (diaipf.)_____________________ 0.0000E+00 + Pfirsch-Schlueter_fraction_(enforced)___________________________________ (psipf.)______________________ 0.0000E+00 + Loop_voltage_during_burn_(V)____________________________________________ (vburn)_______________________ 3.7450E-02 OP + Plasma_resistance_(ohm)_________________________________________________ (rplas)_______________________ 3.9755E-09 OP + Resistive_diffusion_time_(s)____________________________________________ (res_time)____________________ 3.0619E+03 OP + Plasma_inductance_(H)___________________________________________________ (rlp)_________________________ 1.4181E-05 OP + Coefficient_for_sawtooth_effects_on_burn_V-s_requirement________________ (csawth)______________________ 1.0000E+00 + Ratio_of_He_and_pellet_particle_confinement_times_______________________ (tauratio)____________________ 1.0000E+00 + Fuelling_rate_(nucleus-pairs/s)_________________________________________ (qfuel)_______________________ 3.3420E+21 OP + Fuel_burn-up_rate_(reactions/s)_________________________________________ (rndfuel)_____________________ 5.7755E+20 OP + Burn-up_fraction________________________________________________________ (burnup)______________________ 1.7282E-01 + # Energy confinement times, and required H-factors : # + # Current Drive System # + Current_drive_efficiency_model__________________________________________ (iefrf)_______________________ 10 + Secondary_current_drive_efficiency_model________________________________ (iefrffix)____________________ 0 + Ratio_of_power_for_flat-top_to_start-up_(MW)____________________________ (startupratio)________________ 1.0000E+00 + Auxiliary_power_used_for_plasma_heating_only_(MW)_______________________ (pheat)_______________________ 7.5000E+01 + Power_injected_for_current_drive_(MW)___________________________________ (pcurrentdrivemw)_____________ 5.1429E+00 + Maximum_Allowed_Bootstrap_current_fraction______________________________ (bscfmax)_____________________ 9.5000E-01 + Fusion_gain_factor_Q____________________________________________________ (bigq)________________________ 2.0060E+01 OP + Auxiliary_current_drive_(A)_____________________________________________ (auxiliary_cd)________________ 2.3908E+05 OP + Current_drive_efficiency_(A/W)__________________________________________ (effcd)_______________________ 4.6488E-02 OP + Normalised_current_drive_efficiency,_gamma_(10^20_A/W-m2)_______________ (gamcd)_______________________ 3.0000E-01 OP + Wall_plug_to_injector_efficiency________________________________________ (etacd)_______________________ 5.0000E-01 + ECRH_plasma_heating_efficiency__________________________________________ (gamma_ecrh)__________________ 3.0000E-01 + Bootstrap_fraction______________________________________________________ (bootipf)_____________________ 4.1920E-01 + Diamagnetic_fraction____________________________________________________ (diaipf)______________________ 0.0000E+00 + Pfirsch-Schlueter_fraction______________________________________________ (psipf)_______________________ 0.0000E+00 + Auxiliary_current_drive_fraction________________________________________ (faccd)_______________________ 1.4376E-02 + Inductive_fraction______________________________________________________ (facoh)_______________________ 5.6642E-01 + Total___________________________________________________________________ (plasipf+faccd+facoh)_________ 1.0000E+00 + Fraction_of_the_plasma_current_produced_by_non-inductive_means__________ (fvsbrnni)____________________ 4.3358E-01 ITV + Electron_cyclotron_injected_power_(MW)__________________________________ (echpwr)______________________ 8.0143E+01 OP + Maximum_allowable_ECRH_power_(MW)_______________________________________ (pinjalw)_____________________ 2.0000E+02 + ECH_wall_plug_efficiency________________________________________________ (etaech)______________________ 5.0000E-01 + ECH_wall_plug_power_(MW)________________________________________________ (echwpow)_____________________ 1.6029E+02 OP + Total_V-s_capability_of_Central_Solenoid/PF_coils_(Wb)__________________ (abs(vstot))__________________ 5.7728E+02 + Required_volt-seconds_during_start-up_(Wb)______________________________ (vssoft)______________________ 2.8601E+02 + Available_volt-seconds_during_burn_(Wb)_________________________________ (vsmax)_______________________ 2.7014E+02 + # Times # + Initial_charge_time_for_CS_from_zero_current_(s)________________________ (tramp)_______________________ 5.0000E+02 + Plasma_current_ramp-up_time_(s)_________________________________________ (tohs)________________________ 1.6631E+02 + Heating_time_(s)________________________________________________________ (theat)_______________________ 1.0000E+01 + Burn_time_(s)___________________________________________________________ (tburn)_______________________ 7.2035E+03 OP + Reset_time_to_zero_current_for_CS_(s)___________________________________ (tqnch)_______________________ 1.6631E+02 + Time_between_pulses_(s)_________________________________________________ (tdwell)______________________ 1.8000E+03 + Total_plant_cycle_time_(s)______________________________________________ (tcycle)______________________ 9.8463E+03 OP + # Radial Build # + TF_coil_radial_placement_switch_________________________________________ (tf_in_cs)____________________ 0 + TF_coil_radial_placement_switch_________________________________________ (tf_in_cs)____________________ 0 + Machine_bore_(m)________________________________________________________ (bore)________________________ 1.9854E+00 ITV + CS_radial_thickness_(m)_________________________________________________ (ohcth)_______________________ 5.7587E-01 ITV + CS_precompression_(m)___________________________________________________ (precomp)_____________________ 6.8064E-02 + CS_precompresion_to_TF_coil_radial_gap_(m)______________________________ (gapoh)_______________________ 8.0000E-02 + TF_coil_inboard_leg_(m)_________________________________________________ (tfcth)_______________________ 9.1597E-01 ITV + TF_coil_inboard_leg_insulation_gap_(m)__________________________________ (tftsgap)_____________________ 5.0000E-02 + Thermal_shield,_inboard_(m)_____________________________________________ (thshield_ib)_________________ 5.0000E-02 + thermal_shield_to_vessel_radial_gap_(m)_________________________________ (gapds)_______________________ 2.0000E-02 + Inboard_vacuum_vessel_radial_thickness_(m)______________________________ (d_vv_in)_____________________ 3.0000E-01 + Inner_radiation_shield_radial_thickness_(m)_____________________________ (shldith)_____________________ 3.0000E-01 + Gap_(m)_________________________________________________________________ (vvblgap)_____________________ 2.0000E-02 + Inboard_blanket_radial_thickness_(m)____________________________________ (blnkith)_____________________ 7.0000E-01 + Inboard_first_wall_radial_thickness_(m)_________________________________ (fwith)_______________________ 1.8000E-02 + Inboard_scrape-off_radial_thickness_(m)_________________________________ (scrapli)_____________________ 2.5000E-01 + Outboard_scrape-off_radial_thickness_(m)________________________________ (scraplo)_____________________ 2.5000E-01 + Outboard_first_wall_radial_thickness_(m)________________________________ (fwoth)_______________________ 1.8000E-02 + Outboard_blanket_radial_thickness_(m)___________________________________ (blnkoth)_____________________ 1.0000E+00 + Outer_radiation_shield_radial_thickness_(m)_____________________________ (shldoth)_____________________ 8.0000E-01 + Outboard_vacuum_vessel_radial_thickness_(m)_____________________________ (d_vv_out)____________________ 3.0000E-01 + Vessel_to_TF_radial_gap_(m)_____________________________________________ (gapsto)______________________ 1.3720E+00 + Thermal_shield,_outboard_(m)____________________________________________ (thshield_ob)_________________ 5.0000E-02 + Gap_(m)_________________________________________________________________ (tftsgap)_____________________ 5.0000E-02 + TF_coil_outboard_leg_radial_thickness_(m)_______________________________ (tfthko)______________________ 9.1597E-01 + # Vertical Build # + Divertor_null_switch____________________________________________________ (i_single_null)_______________ 1 + Vessel_-_TF_coil_vertical_gap_(m)_______________________________________ (vgap2)_______________________ 1.6300E-01 + Topside_vacuum_vessel_radial_thickness_(m)______________________________ (d_vv_top)____________________ 3.0000E-01 + Top_radiation_shield_thickness_(m)______________________________________ (shldtth)_____________________ 6.0000E-01 + Top_blanket_vertical_thickness_(m)______________________________________ (blnktth)_____________________ 8.5000E-01 + Top_first_wall_vertical_thickness_(m)___________________________________ (fwtth)_______________________ 1.8000E-02 + Top_scrape-off_vertical_thickness_(m)___________________________________ (vgaptop)_____________________ 6.0000E-01 + Plasma_half-height_(m)__________________________________________________ (rminor*kappa)________________ 4.9333E+00 + Bottom_scrape-off_vertical_thickness_(m)________________________________ (vgap)________________________ 2.0019E+00 + Divertor_structure_vertical_thickness_(m)_______________________________ (divfix)______________________ 6.2000E-01 + Bottom_radiation_shield_thickness_(m)___________________________________ (shldlth)_____________________ 7.0000E-01 + Underside_vacuum_vessel_radial_thickness_(m)____________________________ (d_vv_bot)____________________ 3.0000E-01 + External_cryostat_thickness_(m)_________________________________________ (ddwex)_______________________ 1.5000E-01 + Ratio_of_Central_solenoid_height_to_TF_coil_internal_height_____________ (ohhghf)______________________ 9.0000E-01 + Width_of_neutral_beam_duct_where_it_passes_between_the_TF_coils_(m)_____ (beamwd)______________________ 5.8000E-01 + # Divertor build and plasma position # + Plasma_top_position,_radial_(m)_________________________________________ (ptop_radial)_________________ 6.6667E+00 + Plasma_top_position,_vertical_(m)_______________________________________ (ptop_vertical)_______________ 4.9333E+00 + Plasma_geometric_centre,_radial_(m)_____________________________________ (physics_variables.rmajor.)___ 8.0000E+00 + Plasma_geometric_centre,_vertical_(m)___________________________________ (0.0)_________________________ 0.0000E+00 + Plasma_lower_physics_variables.triangularity____________________________ (tril)________________________ 5.0000E-01 + Plasma_elongation_______________________________________________________ (physics_variables.kappa.)____ 1.8500E+00 + TF_coil_vertical_offset_(m)_____________________________________________ (tfoffset)____________________ -6.1694E-01 + Plasma_outer_arc_radius_of_curvature_(m)________________________________ (rco)_________________________ 5.0422E+00 + Plasma_inner_arc_radius_of_curvature_(m)________________________________ (rci)_________________________ 9.7933E+00 + Plasma_lower_X-pt,_radial_(m)___________________________________________ (rxpt)________________________ 6.6667E+00 + Plasma_lower_X-pt,_vertical_(m)_________________________________________ (zxpt)________________________ -4.9333E+00 + Poloidal_plane_angle_between_vertical_and_inner_leg_(rad)_______________ (thetai)______________________ 2.0820E-01 + Poloidal_plane_angle_between_vertical_and_outer_leg_(rad)_______________ (thetao)______________________ 1.0429E+00 + Poloidal_plane_angle_between_inner_leg_and_plate_(rad)__________________ (betai)_______________________ 1.0000E+00 + Poloidal_plane_angle_between_outer_leg_and_plate_(rad)__________________ (betao)_______________________ 1.0000E+00 + Inner_divertor_leg_poloidal_length_(m)__________________________________ (plsepi)______________________ 1.0000E+00 + Outer_divertor_leg_poloidal_length_(m)__________________________________ (plsepo)______________________ 1.5000E+00 + Inner_divertor_plate_length_(m)_________________________________________ (plleni)______________________ 1.0000E+00 + Outer_divertor_plate_length_(m)_________________________________________ (plleno)______________________ 1.0000E+00 + Inner_strike_point,_radial_(m)__________________________________________ (rspi)________________________ 5.6883E+00 + Inner_strike_point,_vertical_(m)________________________________________ (zspi)________________________ -5.1400E+00 + Inner_plate_top,_radial_(m)_____________________________________________ (rplti)_______________________ 5.8656E+00 + Inner_plate_top,_vertical_(m)___________________________________________ (zplti)_______________________ -4.6725E+00 + Inner_plate_bottom,_radial_(m)__________________________________________ (rplbi)_______________________ 5.5109E+00 + Inner_plate_bottom,_vertical_(m)________________________________________ (zplbi)_______________________ -5.6075E+00 + Outer_strike_point,_radial_(m)__________________________________________ (rspo)________________________ 7.4223E+00 + Outer_strike_point,_vertical_(m)________________________________________ (zspo)________________________ -6.2291E+00 + Outer_plate_top,_radial_(m)_____________________________________________ (rplto)_______________________ 7.6496E+00 + Outer_plate_top,_vertical_(m)___________________________________________ (zplto)_______________________ -5.7838E+00 + Outer_plate_bottom,_radial_(m)__________________________________________ (rplbo)_______________________ 7.1949E+00 + Outer_plate_bottom,_vertical_(m)________________________________________ (zplbo)_______________________ -6.6744E+00 + Calculated_maximum_divertor_height_(m)__________________________________ (divht)_______________________ 2.0019E+00 + # TF coils # + Allowable_maximum_shear_stress_in_TF_coil_case_(Tresca_criterion)_(Pa)__ (sig_tf_case_max)_____________ 7.5000E+08 + Allowable_maximum_shear_stress_in_TF_coil_conduit_(Tresca_criterion)_(Pa (sig_tf_wp_max)_______________ 7.5000E+08 + WP_transverse_modulus_(GPa)_____________________________________________ (eyoung_wp_trans*1.0d-9)______ 4.3534E+01 OP + WP_vertical_modulus_(GPa)_______________________________________________ (eyoung_wp_axial*1.0d-9)______ 1.1510E+02 OP + WP_transverse_Poissons_ratio____________________________________________ (poisson_wp_trans)____________ 3.0390E-01 OP + WP_vertical-transverse_Pois._rat._______________________________________ (poisson_wp_axial)____________ 3.1568E-01 OP + Radial____stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_r_max(1))_____________ 4.8849E-08 + toroidal__stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_t_max(1))_____________ -4.8724E+08 + Vertical__stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_z_max(1))_____________ 2.6028E+08 + Von-Mises_stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_vmises_max(1))________ 6.5725E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_1_(Pa)______________ (sig_tf_tresca_max(1))________ 7.4752E+08 + Radial____stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_r_max(2))_____________ -1.5411E+08 + toroidal__stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_t_max(2))_____________ -3.7861E+08 + Vertical__stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_z_max(2))_____________ 2.6028E+08 + Von-Mises_stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_vmises_max(2))________ 5.5645E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_2_(Pa)______________ (sig_tf_tresca_max(2))________ 6.3889E+08 + Radial____stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_r_max(3))_____________ 6.1398E+06 + toroidal__stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_t_max(3))_____________ -3.6314E+08 + Vertical__stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_z_max(3))_____________ 1.4510E+08 + Von-Mises_stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_vmises_max(3))________ 4.5345E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_3_(Pa)______________ (sig_tf_tresca_max(3))________ 5.0824E+08 + Maximum_radial_deflection_at_midplane_(m)_______________________________ (deflect)_____________________ -6.2714E-03 OP + Vertical_strain_on_casing_______________________________________________ (casestr)_____________________ 1.2697E-03 OP + Radial_strain_on_insulator______________________________________________ (insstrain)___________________ -7.6923E-03 OP + Conductor_technology____________________________________________________ (i_tf_sup)____________________ 1 + Superconductor_material_________________________________________________ (i_tf_sc_mat)_________________ 1 + Presence_of_TF_demountable_joints_______________________________________ (itart)_______________________ 0 + TF_inboard_leg_support_strategy_________________________________________ (i_tf_bucking)________________ 1 + Number_of_TF_coils______________________________________________________ (n_tf)________________________ 16 + Inboard_leg_centre_radius_(m)___________________________________________ (r_tf_inboard_mid)____________ 3.1673E+00 OP + Outboard_leg_centre_radius_(m)__________________________________________ (r_tf_outboard_mid)___________ 1.4985E+01 OP + Total_inboard_leg_radial_thickness_(m)__________________________________ (tfcth)_______________________ 9.1597E-01 ITV + Total_outboard_leg_radial_thickness_(m)_________________________________ (tfthko)______________________ 9.1597E-01 + Outboard_leg_toroidal_thickness_(m)_____________________________________ (tftort)______________________ 1.4145E+00 OP + Maximum_inboard_edge_height_(m)_________________________________________ (hmax)________________________ 8.8182E+00 OP + Mean_coil_circumference_(including_inboard_leg_length)_(m)______________ (tfleng)______________________ 4.7937E+01 OP + Vertical_TF_shape_______________________________________________________ (i_tf_shape)__________________ 1 + TF_coil_arc_point_0_R_(m)_______________________________________________ (xarc(1))_____________________ 3.6253E+00 + TF_coil_arc_point_0_Z_(m)_______________________________________________ (yarc(1))_____________________ 4.5506E+00 + TF_coil_arc_point_1_R_(m)_______________________________________________ (xarc(2))_____________________ 7.4667E+00 + TF_coil_arc_point_1_Z_(m)_______________________________________________ (yarc(2))_____________________ 7.5843E+00 + TF_coil_arc_point_2_R_(m)_______________________________________________ (xarc(3))_____________________ 1.4527E+01 + TF_coil_arc_point_2_Z_(m)_______________________________________________ (yarc(3))_____________________ 0.0000E+00 + TF_coil_arc_point_3_R_(m)_______________________________________________ (xarc(4))_____________________ 7.4667E+00 + TF_coil_arc_point_3_Z_(m)_______________________________________________ (yarc(4))_____________________ -8.8182E+00 + TF_coil_arc_point_4_R_(m)_______________________________________________ (xarc(5))_____________________ 3.6253E+00 + TF_coil_arc_point_4_Z_(m)_______________________________________________ (yarc(5))_____________________ -5.2909E+00 + TF_cross-section_(total)_(m2)___________________________________________ (tfareain)____________________ 1.8229E+01 + Total_steel_cross-section_(m2)__________________________________________ (a_tf_steel*n_tf)_____________ 1.2853E+01 + Total_steel_TF_fraction_________________________________________________ (f_tf_steel)__________________ 7.0508E-01 + Total_Insulation_cross-section_(total)_(m2)_____________________________ (a_tf_ins*n_tf)_______________ 8.4752E-01 + Total_Insulation_fraction_______________________________________________ (f_tf_ins)____________________ 4.6493E-02 + Casing_cross_section_area_(per_leg)_(m2)________________________________ (acasetf)_____________________ 5.6444E-01 + Inboard_leg_case_plasma_side_wall_thickness_(m)_________________________ (casthi)______________________ 6.0000E-02 + Inboard_leg_case_inboard_"nose"_thickness_(m)___________________________ (thkcas)______________________ 2.8216E-01 ITV + Inboard_leg_case_sidewall_thickness_at_its_narrowest_point_(m)__________ (casths)______________________ 5.0000E-02 + External_case_mass_per_coil_(kg)________________________________________ (whtcas)______________________ 5.5456E+05 OP + WP_cross_section_area_with_insulation_and_insertion_(per_coil)_(m2)_____ (awpc)________________________ 5.7486E-01 + WP_cross_section_area_(per_coil)_(m2)___________________________________ (aswp)________________________ 5.1696E-01 + Winding_pack_radial_thickness_(m)_______________________________________ (dr_tf_wp)____________________ 5.0416E-01 ITV + Winding_pack_toroidal_width_1_(m)_______________________________________ (wwp1)________________________ 1.1904E+00 OP + Winding_pack_toroidal_width_2_(m)_______________________________________ (wwp2)________________________ 1.0901E+00 OP + Ground_wall_insulation_thickness_(m)____________________________________ (tinstf)______________________ 8.0000E-03 + Winding_pack_insertion_gap_(m)__________________________________________ (tfinsgap)____________________ 1.0000E-02 + Steel_WP_cross-section_(total)_(m2)_____________________________________ (aswp*n_tf)___________________ 3.8217E+00 + Steel_WP_fraction_______________________________________________________ (aswp/awpc)___________________ 4.1550E-01 + Insulation_WP_fraction__________________________________________________ (aiwp/awpc)___________________ 4.7934E-02 + Cable_WP_fraction_______________________________________________________ ((awpc-aswp-aiwp)/awpc)_______ 5.3656E-01 + Turn_parametrisation____________________________________________________ (i_tf_turns_integer)__________ 0 + Number_of_turns_per_TF_coil_____________________________________________ (n_tf_turn)___________________ 1.4739E+02 OP + Width_of_turn_including_inter-turn_insulation_(m)_______________________ (t_turn_tf)___________________ 5.9223E-02 OP + Width_of_conductor_(square)_(m)_________________________________________ (t_conductor)_________________ 5.7623E-02 OP + Width_of_space_inside_conductor_(m)_____________________________________ (t_cable)_____________________ 4.1604E-02 OP + Steel_conduit_thickness_(m)_____________________________________________ (thwcndut)____________________ 8.0099E-03 ITV + Inter-turn_insulation_thickness_(m)_____________________________________ (thicndut)____________________ 8.0000E-04 + Diameter_of_central_helium_channel_in_cable_____________________________ (dhecoil)_____________________ 1.0000E-02 + internal_area_of_the_cable_space________________________________________ (acstf)_______________________ 1.6999E-03 + Coolant_fraction_in_conductor_excluding_central_channel_________________ (vftf)________________________ 3.0000E-01 + Copper_fraction_of_conductor____________________________________________ (fcutfsu)_____________________ 8.4212E-01 ITV + Superconductor_fraction_of_conductor____________________________________ (1-fcutfsu)___________________ 1.5788E-01 + Check_total_area_fractions_in_winding_pack_=_1__________________________ ______________________________ 1.0000E+00 + minimum_TF_conductor_temperature_margin__(K)____________________________ (tmargmin_tf)_________________ 1.5000E+00 + TF_conductor_temperature_margin_(K)_____________________________________ (tmargtf)_____________________ 1.5049E+00 + Elastic_properties_behavior_____________________________________________ (i_tf_cond_eyoung_axial)______ 0 + Conductor_axial_Youngs_modulus__________________________________________ (eyoung_cond_axial)___________ 0.0000E+00 + Conductor_transverse_Youngs_modulus_____________________________________ (eyoung_cond_trans)___________ 0.0000E+00 + Superconductor_mass_per_coil_(kg)_______________________________________ (whtconsc)____________________ 4.6964E+03 OP + Copper_mass_per_coil_(kg)_______________________________________________ (whtconcu)____________________ 5.8073E+04 OP + Steel_conduit_mass_per_coil_(kg)________________________________________ (whtconsh)____________________ 8.9310E+04 OP + Conduit_insulation_mass_per_coil_(kg)___________________________________ (whtconin)____________________ 2.3777E+03 OP + Total_conduit_mass_per_coil_(kg)________________________________________ (whtcon)______________________ 1.5446E+05 OP + Mass_of_each_TF_coil_(kg)_______________________________________________ (whttf/n_tf)__________________ 7.1402E+05 OP + Total_TF_coil_mass_(kg)_________________________________________________ (whttf)_______________________ 1.1424E+07 OP + Nominal_peak_field_assuming_toroidal_symmetry_(T)_______________________ (bmaxtf)______________________ 1.2178E+01 OP + Total_current_in_all_TF_coils_(MA)______________________________________ (ritfc/1.D6)__________________ 2.1176E+02 OP + TF_coil_current_(summed_over_all_coils)_(A)_____________________________ (ritfc)_______________________ 2.1176E+08 + Actual_peak_field_at_discrete_conductor_(T)_____________________________ (bmaxtfrp)____________________ 1.2636E+01 OP + Winding_pack_current_density_(A/m2)_____________________________________ (jwptf)_______________________ 2.5602E+07 OP + Inboard_leg_mid-plane_conductor_current_density_(A/m2)__________________ (oacdcp)______________________ 1.1617E+07 + Total_stored_energy_in_TF_coils_(GJ)____________________________________ (estotftgj)___________________ 1.2161E+02 OP + Inboard_vertical_tension_per_coil_(N)___________________________________ (vforce)______________________ 2.0908E+08 OP + Outboard_vertical_tension_per_coil_(N)__________________________________ (vforce_outboard)_____________ 2.0908E+08 OP + inboard_vertical_tension_fraction_(-)___________________________________ (f_vforce_inboard)____________ 5.0000E-01 OP + Centring_force_per_coil_(N/m)___________________________________________ (cforce)______________________ 8.0590E+07 OP + Max_allowed_tfcoil_variables.ripple_amplitude_at_plasma_outboard_midplan (ripmax)______________________ 6.0000E-01 + Ripple_amplitude_at_plasma_outboard_midplane_(%)________________________ (ripple)______________________ 6.0000E-01 OP + Actual_quench_time_(or_time_constant)_(s)_______________________________ (tdmptf)______________________ 1.8429E+01 ITV + Vacuum_Vessel_stress_on_quench_(Pa)_____________________________________ (vv_stress_quench)____________ 6.1442E+07 OP + Maximum_allowed_voltage_during_quench_due_to_insulation_(kV)____________ (vdalw)_______________________ 9.5837E+00 ITV + Actual_quench_voltage_(kV)______________________________________________ (vtfskv)______________________ 9.1862E+00 OP + Maximum_allowed_temp_rise_during_a_quench_(K)___________________________ (tmaxpro)_____________________ 1.5000E+02 + # Superconducting TF Coils # + Superconductor_switch___________________________________________________ (isumat)______________________ 1 + Critical_field_at_zero_temperature_and_strain_(T)_______________________ (bc20m)_______________________ 3.2970E+01 + Critical_temperature_at_zero_field_and_strain_(K)_______________________ (tc0m)________________________ 1.6060E+01 + Helium_temperature_at_peak_field_(=_superconductor_temperature)_(K)_____ (thelium)_____________________ 4.7500E+00 + Total_helium_fraction_inside_cable_space________________________________ (fhetot)______________________ 3.4620E-01 OP + Copper_fraction_of_conductor____________________________________________ (fcutfsu)_____________________ 8.4212E-01 ITV + Residual_manufacturing_strain_on_superconductor_________________________ (str_tf_con_res)______________ -5.0000E-03 + Self-consistent_strain_on_superconductor________________________________ (str_wp)______________________ 2.0730E-03 + Critical_current_density_in_superconductor_(A/m2)_______________________ (jcritsc)_____________________ 7.1337E+08 OP + Critical_current_density_in_strand_(A/m2)_______________________________ (jcritstr)____________________ 1.1263E+08 OP + Critical_current_density_in_winding_pack_(A/m2)_________________________ (jwdgcrt)_____________________ 3.5688E+07 OP + Actual_current_density_in_winding_pack_(A/m2)___________________________ (jwdgop)______________________ 2.5602E+07 OP + Minimum_allowed_temperature_margin_in_superconductor_(K)________________ (tmargmin_tf)_________________ 1.5000E+00 + Actual_temperature_margin_in_superconductor_(K)_________________________ (tmarg)_______________________ 1.5049E+00 OP + Critical_current_(A)____________________________________________________ (icrit)_______________________ 1.2517E+05 OP + Actual_current_(A)______________________________________________________ (cpttf)_______________________ 8.9795E+04 ITV + Actual_current_/_critical_current_______________________________________ (iooic)_______________________ 7.1737E-01 OP + # Central Solenoid and PF Coils # + Central_solenoid_superconductor_material________________________________ (isumatoh)____________________ 1 + Maximum_field_at_Beginning_Of_Pulse_(T)_________________________________ (bmaxoh0)_____________________ 1.4050E+01 OP + Critical_superconductor_current_density_at_BOP_(A/m2)___________________ (jscoh_bop)___________________ 3.4918E+08 OP + Critical_strand_current_density_at_BOP_(A/m2)___________________________ (jstrandoh_bop)_______________ 1.0475E+08 OP + Allowable_overall_current_density_at_BOP_(A/m2)_________________________ (rjohc0)______________________ 3.5294E+07 OP + Actual_overall_current_density_at_BOP_(A/m2)____________________________ (cohbop)______________________ 1.9126E+07 OP + Maximum_field_at_End_Of_Flattop_(T)_____________________________________ (bmaxoh)______________________ 1.3920E+01 OP + Critical_superconductor_current_density_at_EOF_(A/m2)___________________ (jscoh_eof)___________________ 3.6097E+08 OP + Critical_strand_current_density_at_EOF_(A/m2)___________________________ (jstrandoh_eof)_______________ 1.0829E+08 OP + Allowable_overall_current_density_at_EOF_(A/m2)_________________________ (rjohc)_______________________ 3.6485E+07 OP + Actual_overall_current_density_at_EOF_(A/m2)____________________________ (coheof)______________________ 2.0264E+07 ITV + CS_inside_radius_(m)____________________________________________________ (bore)________________________ 1.9854E+00 ITV + CS_thickness_(m)________________________________________________________ (ohcth)_______________________ 5.7587E-01 ITV + Gap_between_central_solenoid_and_TF_coil_(m)____________________________ (gapoh)_______________________ 8.0000E-02 + CS_overall_cross-sectional_area_(m2)____________________________________ (areaoh)______________________ 9.1407E+00 OP + CS_conductor+void_cross-sectional_area_(m2)_____________________________ (awpoh)_______________________ 4.3996E+00 OP + ___CS_conductor_cross-sectional_area_(m2)_______________________________ (awpoh*(1-vfohc))_____________ 3.0797E+00 OP + ___CS_void_cross-sectional_area_(m2)____________________________________ (awpoh*vfohc)_________________ 1.3199E+00 OP + CS_steel_cross-sectional_area_(m2)______________________________________ (areaoh-awpoh)________________ 4.7411E+00 OP + CS_steel_area_fraction__________________________________________________ (oh_steel_frac)_______________ 5.1868E-01 ITV + Switch_for_CS_stress_calculation________________________________________ (i_cs_stress)_________________ 0 + Allowable_stress_in_CS_steel_(Pa)_______________________________________ (alstroh)_____________________ 7.5000E+08 + Hoop_stress_in_CS_steel_(Pa)____________________________________________ (sig_hoop)____________________ 6.7569E+08 OP + Axial_stress_in_CS_steel_(Pa)___________________________________________ (sig_axial)___________________ -7.6205E+08 OP + Maximum_shear_stress_in_CS_steel_for_the_Tresca_criterion_(Pa)__________ (s_tresca_oh)_________________ 6.7569E+08 OP + Axial_force_in_CS_(N)___________________________________________________ (axial_force)_________________ -1.6256E+09 OP + Residual_manufacturing_strain_in_CS_superconductor_material_____________ (tfcoil_variables.str_cs_con_r -5.0000E-03 + Copper_fraction_in_strand_______________________________________________ (fcuohsu)_____________________ 7.0000E-01 + Void_(coolant)_fraction_in_conductor____________________________________ (vfohc)_______________________ 3.0000E-01 + Helium_coolant_temperature_(K)__________________________________________ (tftmp)_______________________ 4.7500E+00 + CS_temperature_margin_(K)_______________________________________________ (tmargoh)_____________________ 1.5052E+00 OP + Minimum_permitted_temperature_margin_(K)________________________________ (tmargmin_cs)_________________ 1.5000E+00 + Residual_hoop_stress_in_CS_Steel_(Pa)___________________________________ (residual_sig_hoop)___________ 2.4000E+08 + Minimum_burn_time_(s)___________________________________________________ (tbrnmn)______________________ 7.2000E+03 + Initial_vertical_crack_size_(m)_________________________________________ (t_crack_vertical)____________ 8.9000E-04 + Initial_radial_crack_size_(m)___________________________________________ (t_crack_radial)______________ 2.6700E-03 + CS_turn_area_(m)________________________________________________________ (a_oh_turn)___________________ 1.9739E-03 + CS_turn_length_(m)______________________________________________________ (l_cond_cst)__________________ 7.6953E-02 + CS_turn_internal_cable_space_radius_(m)_________________________________ (r_in_cst)____________________ 7.4740E-03 + CS_turn_width_(m)_______________________________________________________ (d_cond_cst)__________________ 2.5651E-02 + CS_structural_vertical_thickness_(m)____________________________________ (t_structural_vertical)_______ 5.3514E-03 + CS_structural_radial_thickness_(m)______________________________________ (t_structural_radial)_________ 5.3514E-03 + Allowable_number_of_cycles_till_CS_fracture_____________________________ (n_cycle)_____________________ 1.3378E+02 OP + Minimum_number_of_cycles_required_till_CS_fracture______________________ (n_cycle_min)_________________ 2.0000E+04 OP + PF_coil_superconductor_material_________________________________________ (isumatpf)____________________ 3 + Copper_fraction_in_conductor____________________________________________ (fcupfsu)_____________________ 6.9000E-01 + Maximum_permissible_tensile_stress_(MPa)________________________________ (sigpfcalw)___________________ 5.0000E+02 + JxB_hoop_force_fraction_supported_by_case_______________________________ (sigpfcf)_____________________ 6.6600E-01 + PF_coil_0_radius_(m)____________________________________________________ (rpf[0]_______________________ 5.5667E+00 + PF_coil_0_vertical_position_(m)_________________________________________ (zpf[0])______________________ 9.3603E+00 + PF_coil_0_radial_thickness_(m)__________________________________________ (pfdr(0))_____________________ 1.2727E+00 + PF_coil_0_vertical_thickness_(m)________________________________________ (pfdz(0))_____________________ 1.2727E+00 + PF_coil_0_turns_________________________________________________________ (turns[0])____________________ 4.4541E+02 + PF_coil_0_current_(MA)__________________________________________________ (ric[0])______________________ 1.7816E+01 + PF_coil_0_field_(T)_____________________________________________________ (bpf[0])______________________ 6.2280E+00 + PF_coil_1_radius_(m)____________________________________________________ (rpf[1]_______________________ 5.5667E+00 + PF_coil_1_vertical_position_(m)_________________________________________ (zpf[1])______________________ -1.0594E+01 + PF_coil_1_radial_thickness_(m)__________________________________________ (pfdr(1))_____________________ 1.3651E+00 + PF_coil_1_vertical_thickness_(m)________________________________________ (pfdz(1))_____________________ -1.3651E+00 + PF_coil_1_turns_________________________________________________________ (turns[1])____________________ 5.1248E+02 + PF_coil_1_current_(MA)__________________________________________________ (ric[1])______________________ 2.0499E+01 + PF_coil_1_field_(T)_____________________________________________________ (bpf[1])______________________ 6.6990E+00 + PF_coil_2_radius_(m)____________________________________________________ (rpf[2]_______________________ 1.6731E+01 + PF_coil_2_vertical_position_(m)_________________________________________ (zpf[2])______________________ 2.6667E+00 + PF_coil_2_radial_thickness_(m)__________________________________________ (pfdr(2))_____________________ 1.1332E+00 + PF_coil_2_vertical_thickness_(m)________________________________________ (pfdz(2))_____________________ 1.1332E+00 + PF_coil_2_turns_________________________________________________________ (turns[2])____________________ 1.9262E+02 + PF_coil_2_current_(MA)__________________________________________________ (ric[2])______________________ -7.7049E+00 + PF_coil_2_field_(T)_____________________________________________________ (bpf[2])______________________ 2.6389E+00 + PF_coil_3_radius_(m)____________________________________________________ (rpf[3]_______________________ 1.6731E+01 + PF_coil_3_vertical_position_(m)_________________________________________ (zpf[3])______________________ -2.6667E+00 + PF_coil_3_radial_thickness_(m)__________________________________________ (pfdr(3))_____________________ 1.1332E+00 + PF_coil_3_vertical_thickness_(m)________________________________________ (pfdz(3))_____________________ -1.1332E+00 + PF_coil_3_turns_________________________________________________________ (turns[3])____________________ 1.9262E+02 + PF_coil_3_current_(MA)__________________________________________________ (ric[3])______________________ -7.7049E+00 + PF_coil_3_field_(T)_____________________________________________________ (bpf[3])______________________ 2.6389E+00 + PF_coil_4_radius_(m)____________________________________________________ (rpf[4]_______________________ 1.5209E+01 + PF_coil_4_vertical_position_(m)_________________________________________ (zpf[4])______________________ 7.4667E+00 + PF_coil_4_radial_thickness_(m)__________________________________________ (pfdr(4))_____________________ 8.0773E-01 + PF_coil_4_vertical_thickness_(m)________________________________________ (pfdz(4))_____________________ 8.0773E-01 + PF_coil_4_turns_________________________________________________________ (turns[4])____________________ 1.3049E+02 + PF_coil_4_current_(MA)__________________________________________________ (ric[4])______________________ -5.2194E+00 + PF_coil_4_field_(T)_____________________________________________________ (bpf[4])______________________ 2.5737E+00 + PF_coil_5_radius_(m)____________________________________________________ (rpf[5]_______________________ 1.5209E+01 + PF_coil_5_vertical_position_(m)_________________________________________ (zpf[5])______________________ -7.4667E+00 + PF_coil_5_radial_thickness_(m)__________________________________________ (pfdr(5))_____________________ 8.0773E-01 + PF_coil_5_vertical_thickness_(m)________________________________________ (pfdz(5))_____________________ -8.0773E-01 + PF_coil_5_turns_________________________________________________________ (turns[5])____________________ 1.3049E+02 + PF_coil_5_current_(MA)__________________________________________________ (ric[5])______________________ -5.2194E+00 + PF_coil_5_field_(T)_____________________________________________________ (bpf[5])______________________ 2.5737E+00 + Central_solenoid_radius_(m)_____________________________________________ (rpf[nohc-1])_________________ 2.2734E+00 + Central_solenoid_vertical_position_(m)__________________________________ (zpf[nohc-1])_________________ 0.0000E+00 + Central_solenoid_radial_thickness_(m)___________________________________ (ohdr)________________________ 5.7587E-01 + Central_solenoid_vertical_thickness_(m)_________________________________ (ohdz)________________________ 1.5873E+01 + Central_solenoid_turns__________________________________________________ (turns[nohc-1])_______________ 4.6308E+03 + Central_solenoid_current_(MA)___________________________________________ (ric[nohc-1])_________________ -1.8523E+02 + Central_solenoid_field_(T)______________________________________________ (bpf[nohc-1])_________________ 1.4050E+01 + Sum_of_squares_of_residuals_____________________________________________ (ssq0)________________________ 3.5207E-04 OP + Smoothing_parameter_____________________________________________________ (alfapf)______________________ 5.0000E-10 + # Volt Second Consumption # + Total_volt-second_consumption_by_coils_(Wb)_____________________________ (vstot)_______________________ -5.8000E+02 OP + # Waveforms # + Ratio_of_central_solenoid_current_at_beginning_of_Pulse_/_end_of_flat-to (fcohbop)_____________________ 9.4380E-01 ITV + Ratio_of_central_solenoid_current_at_beginning_of_Flat-top_/_end_of_flat (fcohbof)_____________________ -1.4083E-01 OP + # PF Circuit Waveform Data # + Number_of_PF_circuits_including_CS_and_plasma___________________________ (ncirt)_______________________ 8 + PF_Circuit_0_Time_point_0_(A)___________________________________________ (pfc0t0)______________________ 0.0000E+00 + PF_Circuit_0_Time_point_1_(A)___________________________________________ (pfc0t1)______________________ 1.3971E+07 + PF_Circuit_0_Time_point_2_(A)___________________________________________ (pfc0t2)______________________ 1.7816E+07 + PF_Circuit_0_Time_point_3_(A)___________________________________________ (pfc0t3)______________________ 1.7816E+07 + PF_Circuit_0_Time_point_4_(A)___________________________________________ (pfc0t4)______________________ 9.2844E+05 + PF_Circuit_0_Time_point_5_(A)___________________________________________ (pfc0t5)______________________ 0.0000E+00 + PF_Circuit_1_Time_point_0_(A)___________________________________________ (pfc1t0)______________________ 0.0000E+00 + PF_Circuit_1_Time_point_1_(A)___________________________________________ (pfc1t1)______________________ 1.8269E+07 + PF_Circuit_1_Time_point_2_(A)___________________________________________ (pfc1t2)______________________ 2.0499E+07 + PF_Circuit_1_Time_point_3_(A)___________________________________________ (pfc1t3)______________________ 2.0499E+07 + PF_Circuit_1_Time_point_4_(A)___________________________________________ (pfc1t4)______________________ -1.5831E+06 + PF_Circuit_1_Time_point_5_(A)___________________________________________ (pfc1t5)______________________ 0.0000E+00 + PF_Circuit_2_Time_point_0_(A)___________________________________________ (pfc2t0)______________________ -0.0000E+00 + PF_Circuit_2_Time_point_1_(A)___________________________________________ (pfc2t1)______________________ 4.9542E+05 + PF_Circuit_2_Time_point_2_(A)___________________________________________ (pfc2t2)______________________ -7.1060E+06 + PF_Circuit_2_Time_point_3_(A)___________________________________________ (pfc2t3)______________________ -7.1060E+06 + PF_Circuit_2_Time_point_4_(A)___________________________________________ (pfc2t4)______________________ -7.7049E+06 + PF_Circuit_2_Time_point_5_(A)___________________________________________ (pfc2t5)______________________ -0.0000E+00 + PF_Circuit_3_Time_point_0_(A)___________________________________________ (pfc3t0)______________________ -0.0000E+00 + PF_Circuit_3_Time_point_1_(A)___________________________________________ (pfc3t1)______________________ 4.9542E+05 + PF_Circuit_3_Time_point_2_(A)___________________________________________ (pfc3t2)______________________ -7.1060E+06 + PF_Circuit_3_Time_point_3_(A)___________________________________________ (pfc3t3)______________________ -7.1060E+06 + PF_Circuit_3_Time_point_4_(A)___________________________________________ (pfc3t4)______________________ -7.7049E+06 + PF_Circuit_3_Time_point_5_(A)___________________________________________ (pfc3t5)______________________ -0.0000E+00 + PF_Circuit_4_Time_point_0_(A)___________________________________________ (pfc4t0)______________________ -0.0000E+00 + PF_Circuit_4_Time_point_1_(A)___________________________________________ (pfc4t1)______________________ 3.2650E+05 + PF_Circuit_4_Time_point_2_(A)___________________________________________ (pfc4t2)______________________ -4.8247E+06 + PF_Circuit_4_Time_point_3_(A)___________________________________________ (pfc4t3)______________________ -4.8247E+06 + PF_Circuit_4_Time_point_4_(A)___________________________________________ (pfc4t4)______________________ -5.2194E+06 + PF_Circuit_4_Time_point_5_(A)___________________________________________ (pfc4t5)______________________ -0.0000E+00 + PF_Circuit_5_Time_point_0_(A)___________________________________________ (pfc5t0)______________________ -0.0000E+00 + PF_Circuit_5_Time_point_1_(A)___________________________________________ (pfc5t1)______________________ 3.2650E+05 + PF_Circuit_5_Time_point_2_(A)___________________________________________ (pfc5t2)______________________ -4.8247E+06 + PF_Circuit_5_Time_point_3_(A)___________________________________________ (pfc5t3)______________________ -4.8247E+06 + PF_Circuit_5_Time_point_4_(A)___________________________________________ (pfc5t4)______________________ -5.2194E+06 + PF_Circuit_5_Time_point_5_(A)___________________________________________ (pfc5t5)______________________ -0.0000E+00 + CS_Circuit_Time_point_0_(A)_____________________________________________ (cs_t0)_______________________ -0.0000E+00 + CS_Circuit_Time_point_1_(A)_____________________________________________ (cs_t1)_______________________ 1.7482E+08 + CS_Circuit_Time_point_2_(A)_____________________________________________ (cs_t2)_______________________ 2.6086E+07 + CS_Circuit_Time_point_3_(A)_____________________________________________ (cs_t3)_______________________ 2.6086E+07 + CS_Circuit_Time_point_4_(A)_____________________________________________ (cs_t4)_______________________ -1.8523E+08 + CS_Circuit_Time_point_5_(A)_____________________________________________ (cs_t5)_______________________ -0.0000E+00 + Plasma_Time_point_0_(A)_________________________________________________ (plasmat0)____________________ 0.0000E+00 + Plasma_Time_point_1_(A)_________________________________________________ (plasmat1)____________________ 0.0000E+00 + Plasma_Time_point_2_(A)_________________________________________________ (plasmat2)____________________ 1.6631E+07 + Plasma_Time_point_3_(A)_________________________________________________ (plasmat3)____________________ 1.6631E+07 + Plasma_Time_point_4_(A)_________________________________________________ (plasmat4)____________________ 1.6631E+07 + Plasma_Time_point_5_(A)_________________________________________________ (plasmat5)____________________ 0.0000E+00 + # Support Structure # + Outer_PF_coil_fence_mass_(kg)___________________________________________ (fncmass)_____________________ 2.2924E+05 OP + Intercoil_support_structure_mass_(kg)___________________________________ (aintmass)____________________ 4.3045E+06 OP + Mass_of_cooled_components_(kg)__________________________________________ (coldmass)____________________ 3.4369E+07 OP + Gravity_support_structure_mass_(kg)_____________________________________ (clgsmass)____________________ 1.2760E+06 OP + Torus_leg_support_mass_(kg)_____________________________________________ (gsm1)________________________ 8.5820E+04 OP + Ring_beam_mass_(kg)_____________________________________________________ (gsm2)________________________ 4.0088E+05 OP + Ring_legs_mass_(kg)_____________________________________________________ (gsm3)________________________ 6.8283E+05 OP + # PF Coil Inductances # + # Nuclear Heating Magnets Before Renormalisation # + Shield_line_density_(tonne/m2)__________________________________________ (x_shield)____________________ 4.0560E+00 + Blanket_line_density_(tonne/m2)_________________________________________ (x_blanket)___________________ 2.2911E+00 + Unit_nuclear_heating_in_TF_coil_(W/GW)__________________________________ (tfc_nuc_heating)_____________ 1.4866E+04 + Total_nuclear_heating_in_TF_coil_(MW)___________________________________ (ptfnuc.)_____________________ 2.4085E-02 + powfmw__________________________________________________________________ (powfmw.)_____________________ 1.6202E+03 + total_mass_of_the_TF_coils_(kg)_________________________________________ (whttf)_______________________ 1.1424E+07 + # Pumping for primary coolant (helium) # + Pressure_drop_in_FW_and_blanket_coolant_incl._hx_and_pipes_(Pa)_________ (dp_he)_______________________ 5.5000E+05 + Fraction_of_FW_and_blanket_thermal_power_required_for_pumping___________ (fpump)_______________________ 8.9463E-02 OP + Total_power_absorbed_by_FW_&_blanket_(MW)_______________________________ (p_plasma)____________________ 1.6698E+03 OP + Inlet_temperature_of_FW_&_blanket_coolant_pump_(K)______________________ (t_in_compressor)_____________ 5.5703E+02 OP + Coolant_pump_outlet/Inlet_temperature_of_FW_&_blanket_(K)_______________ (t_in_bb)_____________________ 5.7313E+02 + Outlet_temperature_of_FW_&_blanket_(K)__________________________________ (t_out_bb)____________________ 7.7313E+02 + Mechanical_pumping_power_for_FW_and_blanket_cooling_loop_including_heat_ (htpmw_fw_blkt)_______________ 1.6407E+02 OP + Mechanical_pumping_power_for_divertor_(MW)______________________________ (htpmw_div)___________________ 1.6906E+00 OP + Mechanical_pumping_power_for_shield_and_vacuum_vessel_(MW)______________ (htpmw_shld)__________________ 7.0688E-03 OP + # First wall and blanket : CCFE HCPB model # + Titanium_beryllide_fraction_____________________________________________ (fbltibe12)___________________ 3.7500E-01 + Lithium_orthosilicate_fraction__________________________________________ (fblli2sio4)__________________ 3.7500E-01 + Steel_fraction__________________________________________________________ (fblss_ccfe)__________________ 9.7050E-02 + Coolant_fraction________________________________________________________ (vfcblkt)_____________________ 5.2950E-02 + Purge_gas_fraction______________________________________________________ (vfpblkt)_____________________ 1.0000E-01 + First_Wall_Armour_Volume_(m3)___________________________________________ (fw_armour_vol)_______________ 5.8692E+00 + First_Wall_Volume_(m3)__________________________________________________ (volfw)_______________________ 1.9807E+01 + Blanket_Volume_(m3)_____________________________________________________ (volblkt)_____________________ 1.1849E+03 + Shield_Volume_(m3)______________________________________________________ (volshld)_____________________ 7.8520E+02 + Vacuum_vessel_volume_(m3)_______________________________________________ (vdewin)______________________ 1.0178E+03 + First_Wall_Armour_Mass_(kg)_____________________________________________ (fw_armour_mass)______________ 1.1298E+05 OP + First_Wall_Mass,_excluding_armour_(kg)__________________________________ (fwmass)______________________ 1.5449E+05 OP + Blanket_Mass_-_Total(kg)________________________________________________ (whtblkt)_____________________ 2.9676E+06 OP + ____Blanket_Mass_-_TiBe12_(kg)__________________________________________ (whtbltibe12)_________________ 1.0042E+06 OP + ____Blanket_Mass_-_Li4SiO4_(kg)_________________________________________ (whtblli4sio4)________________ 1.0664E+06 OP + ____Blanket_Mass_-_Steel_(kg)___________________________________________ (whtblss)_____________________ 8.9696E+05 OP + Total_mass_of_armour,_first_wall_and_blanket_(kg)_______________________ (armour_fw_bl_mass)___________ 3.2350E+06 OP + Shield_Mass_(kg)________________________________________________________ (whtshld)_____________________ 2.4498E+06 OP + Vacuum_vessel_mass_(kg)_________________________________________________ (vvmass)______________________ 7.9388E+06 OP + Total_nuclear_heating_in_TF+PF_coils_(CS_is_negligible)_(MW)____________ (ptfnuc)______________________ 2.5118E-02 OP + Total_nuclear_heating_in_FW_(MW)________________________________________ (pnucfw)______________________ 1.6315E+02 OP + Total_nuclear_heating_in_the_blanket_(including_emult)_(MW)_____________ (pnucblkt)____________________ 1.2901E+03 OP + Total_nuclear_heating_in_the_shield_(MW)________________________________ (pnucshld)____________________ 1.4138E+00 OP + Total_nuclear_heating_in_the_divertor_(MW)______________________________ (pnucdiv)_____________________ 1.4906E+02 OP + Blanket_exponential_factor______________________________________________ (exp_blanket)_________________ 9.9936E-01 OP + Shield:_first_exponential_______________________________________________ (exp_shield1)_________________ 1.9523E-03 OP + Shield:_second_exponential______________________________________________ (exp_shield2)_________________ 2.5427E-01 OP + Solid_angle_fraction_taken_by_on_divertor_______________________________ (fdiv)________________________ 1.1500E-01 + Switch_for_plant_secondary_cycle________________________________________ (secondary_cycle)_____________ 2 + First_wall_coolant_pressure_(Pa)________________________________________ (fwpressure)__________________ 1.5500E+07 + Blanket_coolant_pressure_(Pa)___________________________________________ (blpressure)__________________ 1.5500E+07 + Allowable_nominal_neutron_fluence_at_first_wall_(MW.year/m2)____________ (abktflnc)____________________ 5.0000E+00 + No_of_inboard_blanket_modules_poloidally________________________________ (nblktmodpi)__________________ 7 + No_of_inboard_blanket_modules_toroidally________________________________ (nblktmodti)__________________ 32 + No_of_outboard_blanket_modules_poloidally_______________________________ (nblktmodpo)__________________ 8 + No_of_outboard_blanket_modules_toroidally_______________________________ (nblktmodto)__________________ 48 + Isentropic_efficiency_of_first_wall_/_blanket_coolant_pumps_____________ (etaiso)______________________ 9.0000E-01 + First_wall_area_(m2)____________________________________________________ (fwarea)______________________ 1.6044E+03 OP + Cryostat_internal_radius_(m)____________________________________________ (rdewex)______________________ 1.7798E+01 OP + Cryostat_internal_half-height_(m)_______________________________________ (zdewex)______________________ 1.5339E+01 OP + Vertical_clearance_from_TF_coil_to_cryostat_(m)_________________________ (clh1)________________________ 5.6044E+00 OP + Divertor_area_(m2)______________________________________________________ (divsur)______________________ 1.4879E+02 OP + Divertor_mass_(kg)______________________________________________________ (divmas)______________________ 3.6453E+04 OP + # Superconducting TF Coil Power Conversion # + TF_coil_current_(kA)____________________________________________________ (itfka)_______________________ 8.9795E+01 OP + Number_of_TF_coils______________________________________________________ (ntfc)________________________ 1.6000E+01 + Voltage_across_a_TF_coil_during_quench_(kV)_____________________________ (vtfskv)______________________ 9.1862E+00 OP + TF_coil_charge_time_(hours)_____________________________________________ (tchghr)______________________ 4.0000E+00 + Total_inductance_of_TF_coils_(H)________________________________________ (ltfth)_______________________ 3.0165E+01 OP + Total_resistance_of_TF_coils_(ohm)______________________________________ (rcoils)______________________ 0.0000E+00 OP + TF_coil_charging_voltage_(V)____________________________________________ (tfcv)________________________ 2.9268E+02 + Number_of_DC_circuit_breakers___________________________________________ (ntfbkr)______________________ 1.6000E+01 + Number_of_dump_resistors________________________________________________ (ndumpr)______________________ 6.4000E+01 + Resistance_per_dump_resistor_(ohm)______________________________________ (r1dump)______________________ 1.0230E-01 OP + Dump_resistor_peak_power_(MW)___________________________________________ (r1ppmw)______________________ 2.0622E+02 OP + Energy_supplied_per_dump_resistor_(MJ)__________________________________ (r1emj)_______________________ 1.9002E+03 OP + TF_coil_L/R_time_constant_(s)___________________________________________ (ttfsec)______________________ 1.8429E+01 OP + Power_supply_voltage_(V)________________________________________________ (tfpsv)_______________________ 3.0731E+02 OP + Power_supply_current_(kA)_______________________________________________ (tfpska)______________________ 9.4285E+01 OP + DC_power_supply_rating_(kW)_____________________________________________ (tfckw)_______________________ 2.8975E+04 OP + AC_power_for_charging_(kW)______________________________________________ (tfackw)______________________ 3.2194E+04 OP + TF_coil_resistive_power_(MW)____________________________________________ (rpower)______________________ 9.3902E+00 OP + TF_coil_inductive_power_(MVA)___________________________________________ (xpower)______________________ 1.6891E+01 OP + Aluminium_bus_current_density_(kA/cm2)__________________________________ (djmka)_______________________ 1.2500E-01 + Aluminium_bus_cross-sectional_area_(cm2)________________________________ (albusa)______________________ 7.1836E+02 OP + Total_length_of_TF_coil_bussing_(m)_____________________________________ (tfbusl)______________________ 3.1931E+03 OP + Aluminium_bus_weight_(tonnes)___________________________________________ (albuswt)_____________________ 6.1932E+02 OP + Total_TF_coil_bus_resistance_(ohm)______________________________________ (rtfbus)______________________ 1.1646E-03 OP + TF_coil_bus_voltage_drop_(V)____________________________________________ (vtfbus)______________________ 1.0457E+02 OP + Dump_resistor_floor_area_(m2)___________________________________________ (drarea)______________________ 4.9234E+03 OP + TF_coil_power_conversion_floor_space_(m2)_______________________________ (tfcfsp)______________________ 1.8228E+03 OP + TF_coil_power_conv._building_volume_(m3)________________________________ (tfcbv)_______________________ 1.0937E+04 OP + TF_coil_AC_inductive_power_demand_(MW)__________________________________ (xpwrmw)______________________ 1.8768E+01 OP + Total_steady_state_AC_power_demand_(MW)_________________________________ (tfacpd)______________________ 1.0434E+01 OP + # PF Coils and Central Solenoid: Power and Energy # + Number_of_PF_coil_circuits______________________________________________ (pfckts)______________________ 1.2000E+01 + Sum_of_PF_power_supply_ratings_(MVA)____________________________________ (spsmva)______________________ 3.0313E+02 OP + Total_PF_coil_circuit_bus_length_(m)____________________________________ (spfbusl)_____________________ 2.4480E+03 OP + Total_PF_coil_bus_resistive_power_(kW)__________________________________ (pfbuspwr)____________________ 9.6485E+02 OP + Total_PF_coil_resistive_power_(kW)______________________________________ (srcktpm)_____________________ 9.6485E+02 OP + Maximum_PF_coil_voltage_(kV)____________________________________________ (vpfskv)______________________ 2.0000E+01 + Efficiency_of_transfer_of_PF_stored_energy_into_or_out_of_storage_______ (etapsu)______________________ 9.0000E-01 + Maximum_stored_energy_in_poloidal_field_(MJ)____________________________ (ensxpfm)_____________________ 2.8804E+04 OP + Peak_absolute_rate_of_change_of_stored_energy_in_poloidal_field_(MW)____ (peakpoloidalpower)___________ 1.7319E+02 OP + # Vacuum System # + First_wall_outgassing_rate_(Pa_m/s)_____________________________________ (rat)_________________________ 1.3000E-08 + Total_outgassing_load_(Pa_m3/s)_________________________________________ (ogas)________________________ 1.6691E-04 OP + Base_pressure_required_(Pa)_____________________________________________ (pbase)_______________________ 5.0000E-04 + Required_N2_pump_speed_(m3/s)___________________________________________ (s(1))________________________ 3.3381E-01 OP + N2_pump_speed_provided_(m3/s)___________________________________________ (snet(1))_____________________ 2.3404E+01 OP + Plasma_chamber_volume_(m3)______________________________________________ (volume)______________________ 2.2588E+03 OP + Chamber_pressure_after_burn_(Pa)________________________________________ (pend)________________________ 1.6698E-01 OP + Chamber_pressure_before_burn_(Pa)_______________________________________ (pstart)______________________ 1.6698E-03 + Allowable_pumping_time_switch___________________________________________ (dwell_pump)__________________ 0 + Dwell_time_between_burns_(s)____________________________________________ (tdwell.)_____________________ 1.8000E+03 + CS_ramp-up_time_burns_(s)_______________________________________________ (tramp.)______________________ 5.0000E+02 + Allowable_pumping_time_between_burns_(s)________________________________ (tpump)_______________________ 1.8000E+03 + Required_D-T_pump_speed_(m3/s)__________________________________________ (s(2))________________________ 5.7790E+00 OP + D-T_pump_speed_provided_(m3/s)__________________________________________ (snet(2))_____________________ 5.6700E+01 OP + Divertor_chamber_gas_pressure_(Pa)______________________________________ (prdiv)_______________________ 3.6000E-01 + Helium_gas_fraction_in_divertor_chamber_________________________________ (fhe)_________________________ 1.7218E-01 OP + Required_helium_pump_speed_(m3/s)_______________________________________ (s(3))________________________ 3.8423E+01 OP + Helium_pump_speed_provided_(m3/s)_______________________________________ (snet(3))_____________________ 3.8423E+01 OP + D-T_fuelling_rate_(kg/s)________________________________________________ (frate)_______________________ 2.7747E-05 OP + Required_D-T_pump_speed_(m3/s)__________________________________________ (s(4))________________________ 3.8423E+01 OP + D-T_pump_speed_provided_(m3/s)__________________________________________ (snet(4))_____________________ 5.6700E+01 OP + Number_of_large_pump_ducts______________________________________________ (nduct)_______________________ 16 + Passage_diameter,_divertor_to_ducts_(m)_________________________________ (d(imax))_____________________ 4.7857E-01 OP + Passage_length_(m)______________________________________________________ (l1)__________________________ 1.7160E+00 OP + Diameter_of_ducts_(m)___________________________________________________ (dout)________________________ 5.7428E-01 OP + Duct_length,_divertor_to_elbow_(m)______________________________________ (l2)__________________________ 4.8000E+00 OP + Duct_length,_elbow_to_pumps_(m)_________________________________________ (l3)__________________________ 2.0000E+00 + Number_of_pumps_________________________________________________________ (pumpn)_______________________ 3.2000E+01 OP + # Plant Buildings System # + Internal_volume_of_reactor_building_(m3)________________________________ (vrci)________________________ 9.9708E+05 + Dist_from_centre_of_torus_to_bldg_wall_(m)______________________________ (wrbi)________________________ 3.9531E+01 + Effective_floor_area_(m2)_______________________________________________ (efloor)______________________ 3.3660E+05 + Reactor_building_volume_(m3)____________________________________________ (rbv)_________________________ 1.1310E+06 + Reactor_maintenance_building_volume_(m3)________________________________ (rmbv)________________________ 3.9641E+05 + Warmshop_volume_(m3)____________________________________________________ (wsv)_________________________ 1.2531E+05 + Tritium_building_volume_(m3)____________________________________________ (triv)________________________ 4.0000E+04 + Electrical_building_volume_(m3)_________________________________________ (elev)________________________ 5.1937E+04 + Control_building_volume_(m3)____________________________________________ (conv)________________________ 6.0000E+04 + Cryogenics_building_volume_(m3)_________________________________________ (cryv)________________________ 1.4976E+04 + Administration_building_volume_(m3)_____________________________________ (admv)________________________ 1.0000E+05 + Shops_volume_(m3)_______________________________________________________ (shov)________________________ 1.0000E+05 + Total_volume_of_nuclear_buildings_(m3)__________________________________ (volnucb)_____________________ 1.5738E+06 + # Electric Power Requirements # + Facility_base_load_(MW)_________________________________________________ (basemw)______________________ 5.0000E+00 + Divertor_coil_power_supplies_(MW)_______________________________________ (bdvmw)_______________________ 0.0000E+00 + Cryoplant_electric_power_(MW)___________________________________________ (crymw)_______________________ 3.6566E+01 OP + Primary_coolant_pumps_(MW)______________________________________________ (htpmw..)_____________________ 1.9053E+02 OP + PF_coil_power_supplies_(MW)_____________________________________________ (ppfmw)_______________________ 8.5511E+01 OP + TF_coil_power_supplies_(MW)_____________________________________________ (ptfmw)_______________________ 1.0434E+01 OP + Plasma_heating_supplies_(MW)____________________________________________ (pheatingmw)__________________ 1.6029E+02 OP + Tritium_processing_(MW)_________________________________________________ (trithtmw..)__________________ 1.5000E+01 + Vacuum_pumps__(MW)______________________________________________________ (vachtmw..)___________________ 5.0000E-01 + Total_pulsed_power_(MW)_________________________________________________ (pacpmw)______________________ 5.5432E+02 OP + Total_base_power_required_at_all_times_(MW)_____________________________ (fcsht)_______________________ 5.5490E+01 OP + # Cryogenics # + Conduction_and_radiation_heat_loads_on_cryogenic_components_(MW)________ (qss/1.0d6)___________________ 1.4779E-02 OP + Nuclear_heating_of_cryogenic_components_(MW)____________________________ (qnuc/1.0d6)__________________ 1.3000E-02 OP + AC_losses_in_cryogenic_components_(MW)__________________________________ (qac/1.0d6)___________________ 3.8170E-03 OP + Resistive_losses_in_current_leads_(MW)__________________________________ (qcl/1.0d6)___________________ 1.9539E-02 OP + 45%_allowance_for_heat_loads_in_transfer_lines,_storage_tanks_etc_(MW)__ (qmisc/1.0d6)_________________ 2.3011E-02 OP + Sum_=_Total_heat_removal_at_cryogenic_temperatures_(tfcoil_variables.tmp (helpow_+_helpow_cryal/1.0d6)_ 7.4146E-02 OP + Temperature_of_cryogenic_superconducting_components_(K)_________________ (tmpcry)______________________ 4.5000E+00 + Temperature_of_cryogenic_aluminium_components_(K)_______________________ (tcoolin)_____________________ 3.1315E+02 + Efficiency_(figure_of_merit)_of_cryogenic_plant_is_13%_of_ideal_Carnot_v ______________________________ 2.0277E-03 OP + Efficiency_(figure_of_merit)_of_cryogenic_aluminium_plant_is_40%_of_idea ______________________________ -2.0203E+00 OP + Electric_power_for_cryogenic_plant_(MW)_________________________________ (crypmw)______________________ 3.6566E+01 OP + # Plant Power / Heat Transport Balance # + Neutron_power_multiplication_in_blanket_________________________________ (emult)_______________________ 1.2690E+00 + Divertor_area_fraction_of_whole_toroid_surface__________________________ (fdiv)________________________ 1.1500E-01 + H/CD_apparatus_+_diagnostics_area_fraction______________________________ (fhcd)________________________ 0.0000E+00 + First_wall_area_fraction________________________________________________ (1-fdiv-fhcd)_________________ 8.8500E-01 + Switch_for_pumping_of_primary_coolant___________________________________ (primary_pumping)_____________ 3 + Mechanical_pumping_power_for_FW_cooling_loop_including_heat_exchanger_(M (htpmw_fw)____________________ 0.0000E+00 OP + Mechanical_pumping_power_for_blanket_cooling_loop_including_heat_exchang (htpmw_blkt)__________________ 0.0000E+00 OP + Mechanical_pumping_power_for_FW_and_blanket_cooling_loop_including_heat_ (htpmw_fw_blkt)_______________ 1.6407E+02 OP + Mechanical_pumping_power_for_divertor_(MW)______________________________ (htpmw_div)___________________ 1.6906E+00 OP + Mechanical_pumping_power_for_shield_and_vacuum_vessel_(MW)______________ (htpmw_shld)__________________ 7.0688E-03 OP + Electrical_pumping_power_for_FW_and_blanket_(MW)________________________ (htpmwe_fw_blkt)______________ 1.8858E+02 OP + Electrical_pumping_power_for_shield_(MW)________________________________ (htpmwe_shld)_________________ 8.1250E-03 OP + Electrical_pumping_power_for_divertor_(MW)______________________________ (htpmwe_div)__________________ 1.9433E+00 OP + Total_electrical_pumping_power_for_primary_coolant_(MW)_________________ (htpmw)_______________________ 1.9053E+02 OP + Coolant_pump_power_/_non-pumping_thermal_power_in_shield________________ (fpumpshld)___________________ 5.0000E-03 + Coolant_pump_power_/_non-pumping_thermal_power_in_divertor______________ (fpumpdiv)____________________ 5.0000E-03 + Electrical_efficiency_of_heat_transport_coolant_pumps___________________ (etahtp)______________________ 8.7000E-01 + Thermal_to_electric_conversion_efficiency_of_the_power_conversion_cycle_ (etath)_______________________ 4.0000E-01 + Fraction_of_total_high-grade_thermal_power_to_divertor__________________ (pdivfraction)________________ 1.5623E-01 + Total_power_leaving_reactor_(across_vacuum_vessel_boundary)_(MW)________ ______________________________ 2.0111E+03 + Heat_removal_from_cryogenic_plant_(MW)__________________________________ (crypmw)______________________ 3.6566E+01 + Heat_removal_from_facilities_(MW)_______________________________________ (fachtmw)_____________________ 5.5490E+01 + Coolant_pumping_efficiency_losses_(MW)__________________________________ (htpsecmw)____________________ 2.4769E+01 + Heat_removal_from_injection_power_(MW)__________________________________ (pinjht)______________________ 8.0143E+01 + Heat_removal_from_tritium_plant_(MW)____________________________________ (trithtmw)____________________ 1.5000E+01 + Heat_removal_from_vacuum_pumps_(MW)_____________________________________ (vachtmw)_____________________ 5.0000E-01 + TF_coil_resistive_power_(MW)____________________________________________ (tfcmw)_______________________ 0.0000E+00 + Total_low-grade_thermal_power_(MW)______________________________________ (psechtmw)____________________ 2.2417E+02 + Total_High-grade_thermal_power_(MW)_____________________________________ (pthermmw)____________________ 2.1751E+03 + Number_of_primary_heat_exchangers_______________________________________ (nphx)________________________ 3 OP + Transport_power_from_scaling_law_(MW)___________________________________ (pscalingmw)__________________ 2.9785E+02 + Radiation_power_from_inside_"coreradius"_(MW)___________________________ (pcoreradmw.)_________________ 9.1650E+01 + Total_(MW)______________________________________________________________ ______________________________ 3.8950E+02 + Alpha_power_deposited_in_plasma_(MW)____________________________________ (falpha*palpmw)_______________ 3.0746E+02 + Power_from_charged_products_of_DD_and/or_D-He3_fusion_(MW)______________ (pchargemw.)__________________ 1.2659E+00 + Ohmic_heating_(MW)______________________________________________________ (pohmmw.)_____________________ 6.2284E-01 + Injected_power_deposited_in_plasma_(MW)_________________________________ (pinjmw)______________________ 8.0143E+01 + Total_(MW)______________________________________________________________ ______________________________ 3.8950E+02 + Fusion_power_(MW)_______________________________________________________ (powfmw)______________________ 1.6202E+03 + Power_from_energy_multiplication_in_blanket_and_shield_(MW)_____________ (emultmw)_____________________ 3.0836E+02 + Injected_power_(MW)_____________________________________________________ (pinjmw.)_____________________ 8.0143E+01 + Ohmic_power_(MW)________________________________________________________ (pohmmw.)_____________________ 6.2284E-01 + Power_deposited_in_primary_coolant_by_pump_(MW)_________________________ (htpmw_mech)__________________ 1.6576E+02 + Total_(MW)______________________________________________________________ ______________________________ 2.1751E+03 + Heat_extracted_from_first_wall_and_blanket_(MW)_________________________ (pthermfw_blkt)_______________ 1.8339E+03 + Heat_extracted_from_shield__(MW)________________________________________ (pthermshld)__________________ 1.4208E+00 + Heat_extracted_from_divertor_(MW)_______________________________________ (pthermdiv)___________________ 3.3982E+02 + Nuclear_and_photon_power_lost_to_H/CD_system_(MW)_______________________ (psechcd)_____________________ 0.0000E+00 + Nuclear_power_lost_to_TF_(MW)___________________________________________ (ptfnuc)______________________ 2.5118E-02 + Total_(MW)______________________________________________________________ ______________________________ 2.1752E+03 + Net_electric_power_output(MW)___________________________________________ (pnetelmw.)___________________ 4.0001E+02 + Required_Net_electric_power_output(MW)__________________________________ (pnetelin)____________________ 4.0000E+02 + Electric_power_for_heating_and_current_drive_(MW)_______________________ (pinjwp)______________________ 1.6029E+02 + Electric_power_for_primary_coolant_pumps_(MW)___________________________ (htpmw)_______________________ 1.9053E+02 + Electric_power_for_vacuum_pumps_(MW)____________________________________ (vachtmw)_____________________ 5.0000E-01 + Electric_power_for_tritium_plant_(MW)___________________________________ (trithtmw)____________________ 1.5000E+01 + Electric_power_for_cryoplant_(MW)_______________________________________ (crypmw)______________________ 3.6566E+01 + Electric_power_for_TF_coils_(MW)________________________________________ (tfacpd)______________________ 1.0434E+01 + Electric_power_for_PF_coils_(MW)________________________________________ (pfwpmw)______________________ 1.2422E+00 + All_other_internal_electric_power_requirements_(MW)_____________________ (fachtmw)_____________________ 5.5490E+01 + Total_(MW)______________________________________________________________ (tot_plant_power)_____________ 8.7006E+02 + Total_(MW)______________________________________________________________ ______________________________ 8.7006E+02 + Gross_electrical_output*_(MW)___________________________________________ (pgrossmw)____________________ 8.7006E+02 + Fusion_power_(MW)_______________________________________________________ (powfmw)______________________ 1.6202E+03 + Power_from_energy_multiplication_in_blanket_and_shield_(MW)_____________ (emultmw)_____________________ 3.0836E+02 + Total_(MW)______________________________________________________________ ______________________________ 1.9285E+03 + Net_electrical_output_(MW) _____________________________________________ (pnetelmw)____________________ 4.0001E+02 + Heat_rejected_by_main_power_conversion_circuit_(MW)_____________________ (rejected_main)_______________ 1.3051E+03 + Heat_rejected_by_other_cooling_circuits_(MW)____________________________ (psechtmw)____________________ 2.2417E+02 + Total_(MW)______________________________________________________________ ______________________________ 1.9293E+03 + Net_electric_power_/_total_nuclear_power_(%)____________________________ (pnetelmw/(powfmw+emultmw)____ 2.0741E+01 + Net_electric_power_/_total_fusion_power_(%)_____________________________ (pnetelmw/powfmw)_____________ 2.4689E+01 + Gross_electric_power*_/_high_grade_heat_(%)_____________________________ (etath)_______________________ 4.0000E+01 + Recirculating_power_fraction____________________________________________ (cirpowfr)____________________ 5.4025E-01 + # Water usage during plant operation (secondary cooling) # + Volume_used_in_cooling_tower_(m3/day)___________________________________ (waterusetower)_______________ 5.5485E+04 OP + Volume_used_in_recirculating_water_system_(m3/day)______________________ (wateruserecirc)______________ 1.8617E+04 OP + Volume_used_in_once-through_water_system_(m3/day)_______________________ (wateruseonethru)_____________ 1.8244E+06 OP + # Errors and Warnings # + # Errors and Warnings # + PROCESS_error_status_flag_______________________________________________ (error_status)________________ 2 + Final_error_identifier__________________________________________________ (error_id)____________________ 244 + # End of PROCESS Output # + # End of PROCESS Output # + # Copy of PROCESS Input Follows # +************************************************************************************************************************ +***** ***** +***** Generic large tokamak file ***** +***** James Morris, UKAEA ***** +***** 28/06/23 ***** +***** ***** +************************************************************************* + +* Run Information * +******************* + +runtitle = Generic large tokamak + +* Figure of merit - minimise major radius +minmax = 1 + +* Error tolerance for VMCON +epsvmc = 1e-7 + +* Constraint Equations - Consistency Equations * +************************************************ + +* Beta consistency * +*------------------* +icc = 1 +ixc = 5 * beta +beta = 0.03 + +* Global power balance * +*----------------------* +icc = 2 + +* Radial build consistency * +*--------------------------* +icc = 11 + +* Constraint Equations - Limit Equations * +****************************************** + +* Density upper limit * +*---------------------* +icc = 5 +ixc = 6 * dene [m-3] +fdene = 1.2 +dene = 7.5E19 + +* Neutron wall load upper limit * +*-------------------------------* +icc = 8 +ixc = 14 * fwalld +fwalld = 1.0 +* wall load limit [MW/m2] +walalw = 2.0 + +* Fusion power upper limit * +*--------------------------* + +icc = 9 +ixc = 26 * ffuspow +* Maximum allowable value fusion power [MW] +powfmax = 3000 + +* Burn time lower limit * +*-----------------------* +icc = 13 +ixc = 21 * ftburn +* minimum burn time [s] +tbrnmn = 7200.0 + +* L-H threshold scaling * +*-----------------------* +icc = 15 +ixc = 103 * flhthresh +boundu(103) = 10.0 + +* Injection power upper limit * +*-----------------------------* +icc = 30 +ixc = 46 * fpinj +* Maximum allowable value for injected power [MW] +pinjalw = 200.0 + +* Net electric power lower limit * +*--------------------------------* +icc = 16 +ixc = 25 * fpnetel +* Minimum allowable value for net eletric power [MW] +pnetelin = 400.0 + +* Beta upper limit * +*------------------* +icc = 24 +ixc = 36 * fbetatry +fbetatry = 0.5 + +* Max TF field * +*--------------* +icc = 25 +ixc = 35 * fpeakb +* Maximum allowable value for toroidal magnetic field [T] +bmxlim = 14.0 + +* Central solenoid EOF current density upper limit * +*--------------------------------------------------* +icc = 26 +ixc = 37 * coheof [A/m2] +ixc = 38 * fjohc +boundu(38) = 1.0 +coheof = 1.5E7 +fjohc = 0.6 + +* Central solenoid BOP current density upper limit * +*--------------------------------------------------* +icc = 27 +ixc = 39 * fjohc0 +ixc = 41 * fcohbop +boundu(39) = 1.0 +fjohc0 = 0.6 +fcohbop = 0.9 + +* I_op/I_Crit TF coil limit * +*---------------------------* +icc = 33 +ixc = 50 * fiooic +boundu(50) = 1.0 +fiooic = 0.65 + +* Dump voltage upper limit * +*--------------------------* +icc = 34 +ixc = 51 * fvdump +ixc = 52 * vdalw [kV] +boundu(52) = 10.0 +fvdump = 1.0 +vdalw = 10.0 + +* J_winding pack protection * +*---------------------------* +icc = 35 +ixc = 53 * fjprot +fjprot = 1.0 + +* TF temp marg lower limit * +*--------------------------* +icc = 36 +ixc = 54 * ftmargtf +* Minimum allowable temperature margin [K] +tmargmin = 1.5 + +* CS coil temp margin lower limit * +*---------------------------------* +icc = 60 +ixc = 106 * ftmargoh +tmargmin_cs = 1.5 + +* Lower limit on taup/taueff (ratio alpha particle/energy confinement times) * +*-------------------------------------------------------------------------------* +icc = 62 +ixc = 110 * ftaulimit +taulimit = 5.0 + +* dump time constraint for VV stresses * +*--------------------------------------* +icc = 65 +ixc = 113 * fmaxvvstress +fmaxvvstress = 1.0 + +* CS stress limit * +*-----------------* +icc = 72 +ixc = 123 * foh_stress +foh_stress = 1.0 +* allowable hoop stress in Central Solenoid structural material [Pa] +alstroh = 7.5D8 + +* neped List[RunMetadata]: + """Return runs metadata. + + :param temp_data: temporary dir containing data files + :type temp_data: Path + :return: list of solutions and their tags + :rtype: List[RunMetadata] + """ + run_metadata = [ + RunMetadata(temp_data / "large_tokamak_1_MFILE.DAT", "large tokamak 1"), + RunMetadata(temp_data / "large_tokamak_2_MFILE.DAT", "large tokamak 2"), + RunMetadata(temp_data / "large_tokamak_3_MFILE.DAT", "large tokamak 3"), + ] + + return run_metadata + + +def test_plot_mfile_solutions(run_metadata: Sequence[RunMetadata]): + """Plot three mfile solutions and their differences using RunMetadata objects. + + :param run_metadata: run_metadata for plotting + :type run_metadata: Sequence[RunMetadata] + """ + + results_df = plot_mfile_solutions( + runs_metadata=run_metadata, plot_title="3 large tokamak solutions" + ) + + # Check shape of solution df as evidence of plotting without error + assert results_df.shape == (3, 93) From 4973fa33d79698a33c53ed409ece1b679c6e2154 Mon Sep 17 00:00:00 2001 From: Jonathan Maddock <78556175+jonmaddock@users.noreply.github.com> Date: Tue, 5 Mar 2024 17:14:40 +0000 Subject: [PATCH 03/13] Add optional RMS error plot --- examples/data/large_tokamak_4_MFILE.DAT | 1801 +++++++++++++++++++++++ examples/plot_solutions.ipynb | 265 +++- process/io/plot_solutions.py | 79 +- 3 files changed, 2115 insertions(+), 30 deletions(-) create mode 100644 examples/data/large_tokamak_4_MFILE.DAT diff --git a/examples/data/large_tokamak_4_MFILE.DAT b/examples/data/large_tokamak_4_MFILE.DAT new file mode 100644 index 0000000000..a17cfcfef8 --- /dev/null +++ b/examples/data/large_tokamak_4_MFILE.DAT @@ -0,0 +1,1801 @@ + # PROCESS # + # Power Reactor Optimisation Code # + # PROCESS # + # Power Reactor Optimisation Code # + PROCESS_version_number__________________________________________________ (procver)_____________________ "3.0.2 R" + Date_of_run_____________________________________________________________ (date)________________________ "08/02/2024" + Time_of_run_____________________________________________________________ (time)________________________ "10:56" + User____________________________________________________________________ (username)____________________ "timothyn" + PROCESS_run_title_______________________________________________________ (runtitle)____________________ "Generic large tokamak + PROCESS_tag_number______________________________________________________ (tagno)_______________________ "v3.0.2-7-gec9530fb1" + PROCESS_git_branch_name_________________________________________________ (branch_name)_________________ "3033-inequality-constraint-for-injected-power-coded-with-the-wrong-signbug" + PROCESS_last_commit_message_____________________________________________ (commsg)______________________ "Merge branch |main| into 3033-inequality-constraint-for-injected-power-coded-with-the-wrong-signbug + Input_filename__________________________________________________________ (fileprefix)__________________ "/private/var/folders/2c/5k4t0wm94jxdmnqwdvn_h59r0000gq/T/pytest-of-timothynunn/pytest-56/test_scenario_large_tokamak_0/IN.DAT " + # Numerics # + VMCON_error_flag________________________________________________________ (ifail)_______________________ 1 + # PROCESS found a feasible solution # + Number_of_iteration_variables___________________________________________ (nvar)________________________ 45 + Number_of_constraints_(total)___________________________________________ (neqns+nineqns)_______________ 26 + Optimisation_switch_____________________________________________________ (ioptimz)_____________________ 1 + Figure_of_merit_switch__________________________________________________ (minmax)______________________ 1 + Objective_function_name_________________________________________________ (objf_name)___________________ "major radius" + Square_root_of_the_sum_of_squares_of_the_constraint_residuals___________ (sqsumsq)_____________________ 1.8713E-04 OP + VMCON_convergence_parameter_____________________________________________ (convergence_parameter)_______ 0.0000E+00 OP + Normalised_objective_function___________________________________________ (norm_objf)___________________ 1.5200E+00 OP + Number_of_VMCON_iterations______________________________________________ (nviter)______________________ 0 OP + beta____________________________________________________________________ (itvar001)____________________ 3.3648E-02 + beta_(final_value/initial_value)________________________________________ (xcm001)______________________ 1.1216E+00 + beta_(range_normalised)_________________________________________________ (nitvar001)___________________ 3.2681E-02 + dene____________________________________________________________________ (itvar002)____________________ 8.0667E+19 + dene_(final_value/initial_value)________________________________________ (xcm002)______________________ 1.0756E+00 + dene_(range_normalised)_________________________________________________ (nitvar002)___________________ 7.1381E-02 + fwalld__________________________________________________________________ (itvar003)____________________ 5.0758E-01 + fwalld_(final_value/initial_value)______________________________________ (xcm003)______________________ 5.0758E-01 + fwalld_(range_normalised)_______________________________________________ (nitvar003)___________________ 5.0709E-01 + ffuspow_________________________________________________________________ (itvar004)____________________ 5.4006E-01 + ffuspow_(final_value/initial_value)_____________________________________ (xcm004)______________________ 5.5006E-01 + ffuspow_(range_normalised)______________________________________________ (nitvar004)___________________ 5.3960E-01 + ftburn__________________________________________________________________ (itvar005)____________________ 9.9940E-01 + ftburn_(final_value/initial_value)______________________________________ (xcm005)______________________ 9.7940E-01 + ftburn_(range_normalised)_______________________________________________ (nitvar005)___________________ 9.9940E-01 + flhthresh_______________________________________________________________ (itvar006)____________________ 1.6735E+00 + flhthresh_(final_value/initial_value)___________________________________ (xcm006)______________________ 1.5735E+00 + flhthresh_(range_normalised)____________________________________________ (nitvar006)___________________ 7.4836E-02 + fpinj___________________________________________________________________ (itvar007)____________________ 4.0071E-01 + fpinj_(final_value/initial_value)_______________________________________ (xcm007)______________________ 3.8071E-01 + fpinj_(range_normalised)________________________________________________ (nitvar007)___________________ 4.0011E-01 + fpnetel_________________________________________________________________ (itvar008)____________________ 1.0000E+00 + fpnetel_(final_value/initial_value)_____________________________________ (xcm008)______________________ 1.0000E+00 + fpnetel_(range_normalised)______________________________________________ (nitvar008)___________________ 1.0000E+00 + fbetatry________________________________________________________________ (itvar009)____________________ 5.0870E-01 + fbetatry_(final_value/initial_value)____________________________________ (xcm009)______________________ 1.0174E+00 + fbetatry_(range_normalised)_____________________________________________ (nitvar009)___________________ 5.0821E-01 + fpeakb__________________________________________________________________ (itvar010)____________________ 8.6988E-01 + fpeakb_(final_value/initial_value)______________________________________ (xcm010)______________________ 8.4988E-01 + fpeakb_(range_normalised)_______________________________________________ (nitvar010)___________________ 8.6975E-01 + coheof__________________________________________________________________ (itvar011)____________________ 2.0264E+07 + coheof_(final_value/initial_value)______________________________________ (xcm011)______________________ 1.3510E+00 + coheof_(range_normalised)_______________________________________________ (nitvar011)___________________ 2.0185E-01 + fjohc___________________________________________________________________ (itvar012)____________________ 5.5541E-01 + fjohc_(final_value/initial_value)_______________________________________ (xcm012)______________________ 9.7569E-01 + fjohc_(range_normalised)________________________________________________ (nitvar012)___________________ 5.5092E-01 + fjohc0__________________________________________________________________ (itvar013)____________________ 5.4190E-01 + fjohc0_(final_value/initial_value)______________________________________ (xcm013)______________________ 9.0316E-01 + fjohc0_(range_normalised)_______________________________________________ (nitvar013)___________________ 5.4144E-01 + fcohbop_________________________________________________________________ (itvar014)____________________ 9.4380E-01 + fcohbop_(final_value/initial_value)_____________________________________ (xcm014)______________________ 1.0487E+00 + fcohbop_(range_normalised)______________________________________________ (nitvar014)___________________ 9.4374E-01 + fiooic__________________________________________________________________ (itvar015)____________________ 7.1737E-01 + fiooic_(final_value/initial_value)______________________________________ (xcm015)______________________ 1.1036E+00 + fiooic_(range_normalised)_______________________________________________ (nitvar015)___________________ 7.1709E-01 + fvdump__________________________________________________________________ (itvar016)____________________ 9.5837E-01 + fvdump_(final_value/initial_value)______________________________________ (xcm016)______________________ 9.5837E-01 + fvdump_(range_normalised)_______________________________________________ (nitvar016)___________________ 9.5833E-01 + vdalw___________________________________________________________________ (itvar017)____________________ 9.5837E+00 + vdalw_(final_value/initial_value)_______________________________________ (xcm017)______________________ 9.8837E-01 + vdalw_(range_normalised)________________________________________________ (nitvar017)___________________ 9.5837E-01 + fjprot__________________________________________________________________ (itvar018)____________________ 9.9639E-01 + fjprot_(final_value/initial_value)______________________________________ (xcm018)______________________ 9.9639E-01 + fjprot_(range_normalised)_______________________________________________ (nitvar018)___________________ 9.9639E-01 + ftmargtf________________________________________________________________ (itvar019)____________________ 9.9673E-01 + ftmargtf_(final_value/initial_value)____________________________________ (xcm019)______________________ 9.2673E-01 + ftmargtf_(range_normalised)_____________________________________________ (nitvar019)___________________ 9.9672E-01 + ftmargoh________________________________________________________________ (itvar020)____________________ 9.9653E-01 + ftmargoh_(final_value/initial_value)____________________________________ (xcm020)______________________ 9.9653E-01 + ftmargoh_(range_normalised)_____________________________________________ (nitvar020)___________________ 9.9652E-01 + ftaulimit_______________________________________________________________ (itvar021)____________________ 7.1930E-01 + ftaulimit_(final_value/initial_value)___________________________________ (xcm021)______________________ 7.1930E-01 + ftaulimit_(range_normalised)____________________________________________ (nitvar021)___________________ 7.1902E-01 + fmaxvvstress____________________________________________________________ (itvar022)____________________ 4.2966E-01 + fmaxvvstress_(final_value/initial_value)________________________________ (xcm022)______________________ 4.2966E-01 + fmaxvvstress_(range_normalised)_________________________________________ (nitvar022)___________________ 4.2909E-01 + foh_stress______________________________________________________________ (itvar023)____________________ 9.0092E-01 + foh_stress_(final_value/initial_value)__________________________________ (xcm023)______________________ 9.3092E-01 + foh_stress_(range_normalised)___________________________________________ (nitvar023)___________________ 9.0082E-01 + fne0____________________________________________________________________ (itvar024)____________________ 5.9638E-01 + fne0_(final_value/initial_value)________________________________________ (xcm024)______________________ 4.9638E-01 + fne0_(range_normalised)_________________________________________________ (nitvar024)___________________ 5.9598E-01 + fpsepbqar_______________________________________________________________ (itvar025)____________________ 1.0000E+00 + fpsepbqar_(final_value/initial_value)___________________________________ (xcm025)______________________ 1.0000E+00 + fpsepbqar_(range_normalised)____________________________________________ (nitvar025)___________________ 1.0000E+00 + fstrcase________________________________________________________________ (itvar026)____________________ 9.9670E-01 + fstrcase_(final_value/initial_value)____________________________________ (xcm026)______________________ 9.3970E-01 + fstrcase_(range_normalised)_____________________________________________ (nitvar026)___________________ 9.9670E-01 + fstrcond________________________________________________________________ (itvar027)____________________ 8.5185E-01 + fstrcond_(final_value/initial_value)____________________________________ (xcm027)______________________ 8.5185E-01 + fstrcond_(range_normalised)_____________________________________________ (nitvar027)___________________ 8.5171E-01 + bt______________________________________________________________________ (itvar028)____________________ 5.2940E+00 + bt_(final_value/initial_value)__________________________________________ (xcm028)______________________ 9.2877E-01 + bt_(range_normalised)___________________________________________________ (nitvar028)___________________ 1.7619E-01 + rmajor__________________________________________________________________ (itvar029)____________________ 8.0000E+00 + rmajor_(final_value/initial_value)______________________________________ (xcm029)______________________ 1.0000E+00 + rmajor_(range_normalised)_______________________________________________ (nitvar029)___________________ 0.0000E+00 + te______________________________________________________________________ (itvar030)____________________ 1.2489E+01 + te_(final_value/initial_value)__________________________________________ (xcm030)______________________ 1.0407E+00 + te_(range_normalised)___________________________________________________ (nitvar030)___________________ 7.3903E-02 + hfact___________________________________________________________________ (itvar031)____________________ 1.1886E+00 + hfact_(final_value/initial_value)_______________________________________ (xcm031)______________________ 1.0805E+00 + hfact_(range_normalised)________________________________________________ (nitvar031)___________________ 9.8961E-01 + tfcth___________________________________________________________________ (itvar032)____________________ 1.2000E+00 + tfcth_(final_value/initial_value)_______________________________________ (xcm032)______________________ 1.0000E+00 + tfcth_(range_normalised)________________________________________________ (nitvar032)___________________ 1.1628E-01 + ohcth___________________________________________________________________ (itvar033)____________________ 5.7587E-01 + ohcth_(final_value/initial_value)_______________________________________ (xcm033)______________________ 1.0517E+00 + ohcth_(range_normalised)________________________________________________ (nitvar033)___________________ 2.8441E-02 + q_______________________________________________________________________ (itvar034)____________________ 3.5961E+00 + q_(final_value/initial_value)___________________________________________ (xcm034)______________________ 1.0275E+00 + q_(range_normalised)____________________________________________________ (nitvar034)___________________ 1.2684E-02 + bore____________________________________________________________________ (itvar035)____________________ 1.9854E+00 + bore_(final_value/initial_value)________________________________________ (xcm035)______________________ 9.9271E-01 + bore_(range_normalised)_________________________________________________ (nitvar035)___________________ 1.9045E-01 + fvsbrnni________________________________________________________________ (itvar036)____________________ 4.3358E-01 + fvsbrnni_(final_value/initial_value)____________________________________ (xcm036)______________________ 1.0839E+00 + fvsbrnni_(range_normalised)_____________________________________________ (nitvar036)___________________ 4.3301E-01 + tdmptf__________________________________________________________________ (itvar037)____________________ 1.8429E+01 + tdmptf_(final_value/initial_value)______________________________________ (xcm037)______________________ 7.3716E-01 + tdmptf_(range_normalised)_______________________________________________ (nitvar037)___________________ 1.8347E-01 + thkcas__________________________________________________________________ (itvar038)____________________ 2.8216E-01 + thkcas_(final_value/initial_value)______________________________________ (xcm038)______________________ 5.6431E-01 + thkcas_(range_normalised)_______________________________________________ (nitvar038)___________________ 2.4437E-01 + thwcndut________________________________________________________________ (itvar039)____________________ 8.0099E-03 + thwcndut_(final_value/initial_value)____________________________________ (xcm039)______________________ 1.0012E+00 + thwcndut_(range_normalised)_____________________________________________ (nitvar039)___________________ 1.0716E-04 + fcutfsu_________________________________________________________________ (itvar040)____________________ 8.4212E-01 + fcutfsu_(final_value/initial_value)_____________________________________ (xcm040)______________________ 1.0526E+00 + fcutfsu_(range_normalised)______________________________________________ (nitvar040)___________________ 7.7755E-01 + cpttf___________________________________________________________________ (itvar041)____________________ 8.9795E+04 + cpttf_(final_value/initial_value)_______________________________________ (xcm041)______________________ 1.3815E+00 + cpttf_(range_normalised)________________________________________________ (nitvar041)___________________ 9.9182E-01 + ralpne__________________________________________________________________ (itvar042)____________________ 8.3954E-02 + ralpne_(final_value/initial_value)______________________________________ (xcm042)______________________ 8.3954E-01 + ralpne_(range_normalised)_______________________________________________ (nitvar042)___________________ 6.7908E-01 + oh_steel_frac___________________________________________________________ (itvar043)____________________ 5.1868E-01 + oh_steel_frac_(final_value/initial_value)_______________________________ (xcm043)______________________ 6.4835E-01 + oh_steel_frac_(range_normalised)________________________________________ (nitvar043)___________________ 5.4550E-01 + fimp(13)________________________________________________________________ (itvar044)____________________ 5.7149E-04 + fimp(13)_(final_value/initial_value)____________________________________ (xcm044)______________________ 1.5039E+00 + fimp(13)_(range_normalised)_____________________________________________ (nitvar044)___________________ 5.7148E-02 + dr_tf_wp________________________________________________________________ (itvar045)____________________ 5.0416E-01 + dr_tf_wp_(final_value/initial_value)____________________________________ (xcm045)______________________ 1.0083E+00 + dr_tf_wp_(range_normalised)_____________________________________________ (nitvar045)___________________ 6.5100E-02 + Beta_consistency__________________normalised_residue____________________ (normres001)__________________ 6.5770E-07 + Global_power_balance_consistency__normalised_residue____________________ (normres002)__________________ 1.2292E-07 + Radial_build_consistency__________normalised_residue____________________ (normres003)__________________ -7.3085E-11 + Density_upper_limit_______________normalised_residue____________________ (normres004)__________________ 1.6272E-08 + Neutron_wall_load_upper_limit_____normalised_residue____________________ (normres005)__________________ 1.4241E-07 + Fusion_power_upper_limit__________normalised_residue____________________ (normres006)__________________ 2.6565E-07 + Burn_time_lower_limit_____________normalised_residue____________________ (normres007)__________________ -1.2011E-04 + L-H_power_threshold_limit_________normalised_residue____________________ (normres008)__________________ -3.0891E-07 + Injection_power_upper_limit_______normalised_residue____________________ (normres009)__________________ 2.4418E-07 + Net_electric_power_lower_limit____normalised_residue____________________ (normres010)__________________ 1.5045E-05 + Beta_upper_limit__________________normalised_residue____________________ (normres011)__________________ 2.4702E-07 + Peak_toroidal_field_upper_limit___normalised_residue____________________ (normres012)__________________ 2.5809E-09 + CS_coil_EOF_current_density_limit_normalised_residue____________________ (normres013)__________________ -8.4245E-08 + CS_coil_BOP_current_density_limit_normalised_residue____________________ (normres014)__________________ 1.9393E-09 + I_op_/_I_critical_(TF_coil)_______normalised_residue____________________ (normres015)__________________ -3.8375E-07 + Dump_voltage_upper_limit__________normalised_residue____________________ (normres016)__________________ -1.5214E-04 + J_winding_pack/J_protection_limit_normalised_residue____________________ (normres017)__________________ -2.9894E-07 + TF_coil_temp._margin_lower_limit__normalised_residue____________________ (normres018)__________________ -1.0631E-06 + CS_temperature_margin_lower_limit_normalised_residue____________________ (normres019)__________________ 8.0251E-08 + taup/taueff_______________________normalised_residue____________________ (normres020)__________________ -1.8772E-08 + Dump_time_set_by_VV_stress________normalised_residue____________________ (normres021)__________________ -1.0026E-07 + CS_Tresca_yield_criterion_________normalised_residue____________________ (normres022)__________________ -1.6044E-07 + ne0_>_neped_______________________normalised_residue____________________ (normres023)__________________ -1.9637E-08 + Upper_Lim._on_Psep_*_Bt_/_q_A_R___normalised_residue____________________ (normres024)__________________ 4.9789E-07 + TF_coil_case_stress_upper_limit___normalised_residue____________________ (normres025)__________________ -4.6757E-07 + TF_coil_conduit_stress_upper_lim__normalised_residue____________________ (normres026)__________________ -4.1375E-07 + # Final Feasible Point # + # Power Reactor Costs (1990 US$) # + First_wall_/_blanket_life_(years)_______________________________________ (fwbllife)____________________ 6.1566E+00 + Divertor_life_(years)___________________________________________________ (divlife.)____________________ 3.9769E+00 + Cost_of_electricity_(m$/kWh)____________________________________________ (coe)_________________________ 5.1257E+02 + # Detailed Costings (1990 US$) # + Acc.22_multiplier_for_Nth_of_a_kind_____________________________________ (fkind)_______________________ 1.0000E+00 + Level_of_Safety_Assurance_______________________________________________ (lsa)_________________________ 4 + # Structures and Site Facilities # + Site_improvements,_facilities,_land_(M$)________________________________ (c211)________________________ 3.5200E+01 + Reactor_building_cost_(M$)______________________________________________ (c212)________________________ 4.5238E+02 + Turbine_building_cost_(M$)______________________________________________ (c213)________________________ 3.8000E+01 + Reactor_maintenance_building_cost_(M$)__________________________________ (c2141)_______________________ 1.0307E+02 + Warm_shop_cost_(M$)_____________________________________________________ (c2142)_______________________ 5.7641E+01 + Tritium_building_cost_(M$)______________________________________________ (c215)________________________ 1.4800E+01 + Electrical_equipment_building_cost_(M$)_________________________________ (c216)________________________ 1.9736E+01 + Additional_buildings_cost_(M$)__________________________________________ (c2171)_______________________ 1.8000E+01 + Control_room_buildings_cost_(M$)________________________________________ (c2172)_______________________ 2.1000E+01 + Shop_and_warehouses_cost_(M$)___________________________________________ (c2173)_______________________ 1.1500E+01 + Cryogenic_building_cost_(M$)____________________________________________ (c2174)_______________________ 6.8891E+00 + Total_account_21_cost_(M$)______________________________________________ (c21)_________________________ 7.7822E+02 + # Reactor Systems # + First_wall_cost_(M$)____________________________________________________ (c2211)_______________________ 1.9130E+02 + Blanket_beryllium_cost_(M$)_____________________________________________ (c22121)______________________ 2.6109E+02 + Blanket_breeder_material_cost_(M$)______________________________________ (c22122)______________________ 6.3985E+02 + Blanket_stainless_steel_cost_(M$)_______________________________________ (c22123)______________________ 8.0726E+01 + Blanket_vanadium_cost_(M$)______________________________________________ (c22124)______________________ 0.0000E+00 + Blanket_total_cost_(M$)_________________________________________________ (c2212)_______________________ 9.8166E+02 + Bulk_shield_cost_(M$)___________________________________________________ (c22131)______________________ 7.8394E+01 + Penetration_shielding_cost_(M$)_________________________________________ (c22132)______________________ 7.8394E+01 + Total_shield_cost_(M$)__________________________________________________ (c2213)_______________________ 1.5679E+02 + Total_support_structure_cost_(M$)_______________________________________ (c2214)_______________________ 4.0933E+01 + Divertor_cost_(M$)______________________________________________________ (c2215)_______________________ 4.1660E+01 + Total_account_221_cost_(M$)_____________________________________________ (c221)________________________ 1.4123E+03 + # Magnets # + TF_coil_conductor_cost_(M$)_____________________________________________ (c22211)______________________ 1.3230E+02 + TF_coil_winding_cost_(M$)_______________________________________________ (c22212)______________________ 5.4263E+01 + TF_coil_case_cost_(M$)__________________________________________________ (c22213)______________________ 4.4365E+02 + TF_intercoil_structure_cost_(M$)________________________________________ (c22214)______________________ 1.5066E+02 + TF_coil_gravity_support_structure_(M$)__________________________________ (c22215)______________________ 4.4659E+01 + TF_magnet_assemblies_cost_(M$)__________________________________________ (c2221)_______________________ 8.2552E+02 + PF_coil_conductor_cost_(M$)_____________________________________________ (c22221)______________________ 4.6409E+02 + PF_coil_winding_cost_(M$)_______________________________________________ (c22222)______________________ 7.6765E+01 + PF_coil_case_cost_(M$)__________________________________________________ (c22223)______________________ 9.4861E+01 + PF_coil_support_structure_cost_(M$)_____________________________________ (c22224)______________________ 8.0235E+00 + PF_magnet_assemblies_cost_(M$)__________________________________________ (c2222)_______________________ 6.4374E+02 + Vacuum_vessel_assembly_cost_(M$)________________________________________ (c2223)_______________________ 2.5404E+02 + Total_account_222_cost_(M$)_____________________________________________ (c222)________________________ 1.7233E+03 + # Power Injection # + ECH_system_cost_(M$)____________________________________________________ (c2231)_______________________ 2.4043E+02 + Lower_hybrid_system_cost_(M$)___________________________________________ (c2232)_______________________ 0.0000E+00 + Neutral_beam_system_cost_(M$)___________________________________________ (c2233)_______________________ 0.0000E+00 + Total_account_223_cost_(M$)_____________________________________________ (c223)________________________ 2.4043E+02 + # Vacuum Systems # + High_vacuum_pumps_cost_(M$)_____________________________________________ (c2241)_______________________ 1.2480E+01 + Backing_pumps_cost_(M$)_________________________________________________ (c2242)_______________________ 4.6800E+00 + Vacuum_duct_cost_(M$)___________________________________________________ (c2243)_______________________ 2.5280E+00 + Valves_cost_(M$)________________________________________________________ (c2244)_______________________ 5.7410E+00 + Duct_shielding_cost_(M$)________________________________________________ (c2245)_______________________ 0.0000E+00 + Instrumentation_cost_(M$)_______________________________________________ (c2246)_______________________ 1.3000E+00 + Total_account_224_cost_(M$)_____________________________________________ (c224)________________________ 2.6729E+01 + # Power Conditioning # + TF_coil_power_supplies_cost_(M$)________________________________________ (c22511)______________________ 4.0144E+00 + TF_coil_breakers_cost_(M$)______________________________________________ (c22512)______________________ 3.4127E+01 + TF_coil_dump_resistors_cost_(M$)________________________________________ (c22513)______________________ 2.1322E+01 + TF_coil_instrumentation_and_control_(M$)________________________________ (c22514)______________________ 4.8000E+00 + TF_coil_bussing_cost_(M$)_______________________________________________ (c22515)______________________ 3.5267E+01 + Total,_TF_coil_power_costs_(M$)_________________________________________ (c2251)_______________________ 9.9531E+01 + PF_coil_power_supplies_cost_(M$)________________________________________ (c22521)______________________ 2.9591E+00 + PF_coil_instrumentation_and_control_(M$)________________________________ (c22522)______________________ 3.6000E+00 + PF_coil_bussing_cost_(M$)_______________________________________________ (c22523)______________________ 1.1995E+01 + PF_coil_burn_power_supplies_cost_(M$)___________________________________ (c22524)______________________ 1.2679E+00 + PF_coil_breakers_cost_(M$)______________________________________________ (c22525)______________________ 1.4709E+01 + PF_coil_dump_resistors_cost_(M$)________________________________________ (c22526)______________________ 4.3206E+00 + PF_coil_ac_breakers_cost_(M$)___________________________________________ (c22527)______________________ 9.0000E-01 + Total,_PF_coil_power_costs_(M$)_________________________________________ (c2252)_______________________ 3.9752E+01 + Total,_energy_storage_cost_(M$)_________________________________________ (c2253)_______________________ 1.6864E+01 + Total_account_225_cost_(M$)_____________________________________________ (c225)________________________ 1.5615E+02 + # Heat Transport System # + Pumps_and_piping_system_cost_(M$)_______________________________________ (cpp)_________________________ 3.6795E+01 + Primary_heat_exchanger_cost_(M$)________________________________________ (chx)_________________________ 7.1692E+01 + Total,_reactor_cooling_system_cost_(M$)_________________________________ (c2261)_______________________ 1.0849E+02 + Pumps,_piping_cost_(M$)_________________________________________________ (cppa)________________________ 2.8417E+01 + Total,_auxiliary_cooling_system_cost_(M$)_______________________________ (c2262)_______________________ 2.8417E+01 + Total,_cryogenic_system_cost_(M$)_______________________________________ (c2263)_______________________ 1.7039E+02 + Total_account_226_cost_(M$)_____________________________________________ (c226)________________________ 3.0729E+02 + # Fuel Handling System # + Fuelling_system_cost_(M$)_______________________________________________ (c2271)_______________________ 2.2300E+01 + Fuel_processing_and_purification_cost_(M$)______________________________ (c2272)_______________________ 1.0229E+02 + Atmospheric_recovery_systems_cost_(M$)__________________________________ (c2273)_______________________ 5.8088E+01 + Nuclear_building_ventilation_cost_(M$)__________________________________ (c2274)_______________________ 6.9201E+01 + Total_account_227_cost_(M$)_____________________________________________ (c227)________________________ 2.5188E+02 + # Instrumentation and Control # + Instrumentation_and_control_cost_(M$)___________________________________ (c228)________________________ 1.5000E+02 + # Maintenance Equipment # + Maintenance_equipment_cost_(M$)_________________________________________ (c229)________________________ 1.2500E+02 + # Total Account 22 Cost # + Total_account_22_cost_(M$)______________________________________________ (c22)_________________________ 4.3931E+03 + # Turbine Plant Equipment # + Turbine_plant_equipment_cost_(M$)_______________________________________ (c23)_________________________ 1.7613E+02 + # Electric Plant Equipment # + Switchyard_equipment_cost_(M$)__________________________________________ (c241)________________________ 1.8400E+01 + Transformers_cost_(M$)__________________________________________________ (c242)________________________ 8.0330E+00 + Low_voltage_equipment_cost_(M$)_________________________________________ (c243)________________________ 6.4513E+00 + Diesel_backup_equipment_cost_(M$)_______________________________________ (c244)________________________ 6.8000E+00 + Auxiliary_facilities_cost_(M$)__________________________________________ (c245)________________________ 1.5000E+00 + Total_account_24_cost_(M$)______________________________________________ (c24)_________________________ 4.1184E+01 + # Miscellaneous Plant Equipment # + Miscellaneous_plant_equipment_cost_(M$)_________________________________ (c25)_________________________ 2.5000E+01 + # Heat Rejection System # + Heat_rejection_system_cost_(M$)_________________________________________ (c26)_________________________ 4.9877E+01 + # Plant Direct Cost # + Plant_direct_cost_(M$)__________________________________________________ (cdirt)_______________________ 5.4635E+03 + # Reactor Core Cost # + Reactor_core_cost_(M$)__________________________________________________ (crctcore)____________________ 3.3761E+03 + # Indirect Cost # + Indirect_cost_(M$)______________________________________________________ (c9)__________________________ 1.8221E+03 + # Total Contingency # + Total_contingency_(M$)__________________________________________________ (ccont)_______________________ 1.4207E+03 + # Constructed Cost # + Constructed_cost_(M$)___________________________________________________ (concost)_____________________ 8.7063E+03 + # Interest during Construction # + Interest_during_construction_(M$)_______________________________________ (moneyint)____________________ 1.4365E+03 + # Total Capital Investment # + Total_capital_investment_(M$)___________________________________________ (capcost)_____________________ 1.0143E+04 + # Plant Availability # + Allowable_blanket_neutron_fluence_(MW-yr/m2)____________________________ (abktflnc)____________________ 5.0000E+00 + Allowable_divertor_heat_fluence_(MW-yr/m2)______________________________ (adivflnc)____________________ 7.0000E+00 + First_wall_/_blanket_lifetime_(years)___________________________________ (bktlife)_____________________ 6.1566E+00 OP + Divertor_lifetime_(years)_______________________________________________ (divlife)_____________________ 3.9769E+00 OP + Heating/CD_system_lifetime_(years)______________________________________ (cdrlife)_____________________ 6.1566E+00 OP + Total_plant_lifetime_(years)____________________________________________ (tlife)_______________________ 3.0000E+01 + Total_plant_availability_fraction_______________________________________ (cfactr)______________________ 8.0000E-01 + Number_of_fusion_cycles_to_reach_allowable_fw/blanket_DPA_______________ (bktcycles)___________________ 1.5787E+04 + # Plasma # + Tokamak_aspect_ratio_=_Conventional,_itart_=_0__________________________ (itart)_______________________ 0.0000E+00 + Major_radius_(m)________________________________________________________ (rmajor)______________________ 8.0000E+00 ITV + Minor_radius_(m)________________________________________________________ (rminor)______________________ 2.6667E+00 + Aspect_ratio____________________________________________________________ (aspect)______________________ 3.0000E+00 + Elongation,_X-point_(input_value_used)__________________________________ (kappa)_______________________ 1.8500E+00 + Elongation,_95%_surface_(calculated_from_kappa)_________________________ (kappa95)_____________________ 1.6518E+00 + Elongation,_area_ratio_calc.____________________________________________ (kappaa)______________________ 1.7188E+00 + Triangularity,_X-point_(input_value_used)_______________________________ (triang)______________________ 5.0000E-01 + Triangularity,_95%_surface_(calculated_from_triang)_____________________ (triang95)____________________ 3.3333E-01 + Plasma_poloidal_perimeter_(m)___________________________________________ (pperim)______________________ 2.4081E+01 + Plasma_cross-sectional_area_(m2)________________________________________ (xarea)_______________________ 3.8398E+01 + Plasma_surface_area_(m2)________________________________________________ (sarea)_______________________ 1.1738E+03 OP + Plasma_volume_(m3)______________________________________________________ (vol)_________________________ 1.8882E+03 OP + Plasma_current_scaling_law_used_________________________________________ (icurr)_______________________ 4 + Plasma_current_(MA)_____________________________________________________ (plascur/1D6)_________________ 1.6631E+01 + Current_density_profile_factor__________________________________________ (alphaj)______________________ 1.9805E+00 + Plasma_internal_inductance,_li__________________________________________ (rli)_________________________ 1.2275E+00 + Vertical_field_at_plasma_(T)____________________________________________ (bvert)_______________________ -7.4373E-01 + Vacuum_toroidal_field_at_R_(T)__________________________________________ (bt)__________________________ 5.2940E+00 ITV + Average_poloidal_field_(T)______________________________________________ (bp)__________________________ 8.6787E-01 + Total_field_(sqrt(bp^2_+_bt^2))_(T)_____________________________________ (btot)________________________ 5.3647E+00 + Safety_factor_on_axis___________________________________________________ (q0)__________________________ 1.0000E+00 + Safety_factor_at_95%_flux_surface_______________________________________ (q95)_________________________ 3.5961E+00 ITV + Cylindrical_safety_factor_(qcyl)________________________________________ (qstar)_______________________ 2.9805E+00 + Total_plasma_beta_______________________________________________________ (beta)________________________ 3.3648E-02 ITV + Total_poloidal_beta_____________________________________________________ (betap)_______________________ 1.2857E+00 OP + Total_toroidal_beta_____________________________________________________ ______________________________ 3.4553E-02 OP + Fast_alpha_beta_________________________________________________________ (betaft)______________________ 4.2236E-03 OP + Beam_ion_beta___________________________________________________________ (betanb)______________________ 0.0000E+00 OP + (Fast_alpha_+_beam_physics_variables.beta)/(thermal_physics_variables.be (gammaft)_____________________ 1.4354E-01 OP + Thermal_beta____________________________________________________________ ______________________________ 2.9425E-02 OP + Thermal_poloidal_beta___________________________________________________ ______________________________ 1.1243E+00 OP + Thermal_toroidal_physics_variables.beta_(=_beta-exp)____________________ ______________________________ 3.0215E-02 OP + 2nd_stability_physics_variables.beta_:_beta_p_/_(R/a)___________________ (eps*betap)___________________ 4.2857E-01 + 2nd_stability_physics_variables.beta_upper_limit________________________ (epbetmax)____________________ 1.3800E+00 + Beta_g_coefficient______________________________________________________ (dnbeta)______________________ 4.9099E+00 + Normalised_thermal_beta_________________________________________________ ______________________________ 2.4977E+00 + Normalised_total_beta___________________________________________________ ______________________________ 2.8562E+00 + Normalised_toroidal_beta________________________________________________ (normalised_toroidal_beta)____ 2.9330E+00 + Limit_on_thermal_beta___________________________________________________ (betalim)_____________________ 5.7842E-02 + Plasma_thermal_energy_(J)_______________________________________________ ______________________________ 9.5431E+08 OP + Total_plasma_internal_energy_(J)________________________________________ (total_plasma_internal_energy) 1.0913E+09 OP + Electron_temperature_(keV)______________________________________________ (te)__________________________ 1.2489E+01 ITV + Electron_temperature_on_axis_(keV)______________________________________ (te0)_________________________ 2.5758E+01 + Ion_temperature_(keV)___________________________________________________ (ti)__________________________ 1.2489E+01 + Ion_temperature_on_axis_(keV)___________________________________________ (ti0)_________________________ 2.5758E+01 + Electron_temp.,_density_weighted_(keV)__________________________________ (ten)_________________________ 1.3805E+01 + Electron_density_(/m3)__________________________________________________ (dene)________________________ 8.0667E+19 ITV + Electron_density_on_axis_(/m3)__________________________________________ (ne0)_________________________ 1.0610E+20 OP + Line-averaged_electron_density_(/m3)____________________________________ (dnla)________________________ 8.9334E+19 OP + Line-averaged_electron_density_/_Greenwald_density______________________ (dnla_gw)_____________________ 1.2000E+00 OP + Ion_density_(/m3)_______________________________________________________ (dnitot)______________________ 7.1669E+19 OP + Fuel_density_(/m3)______________________________________________________ (deni)________________________ 6.4831E+19 OP + Total_impurity_density_with_Z_>_2_(no_He)_(/m3)_________________________ (dnz)_________________________ 4.6503E+16 OP + Helium_ion_density_(thermalised_ions_only)_(/m3)________________________ (dnalp)_______________________ 6.7723E+18 OP + Proton_density_(/m3)____________________________________________________ (dnprot)______________________ 1.8963E+16 OP + Hot_beam_density_(/m3)__________________________________________________ (dnbeam)______________________ 0.0000E+00 OP + Density_limit_from_scaling_(/m3)________________________________________ (dnelimt)_____________________ 7.4445E+19 OP + Density_limit_(enforced)_(/m3)__________________________________________ (boundu(9)*dnelimt)___________ 7.4445E+19 OP + Helium_ion_density_(thermalised_ions_only)_/_electron_density___________ (ralpne)______________________ 8.3954E-02 ITV + H__concentration________________________________________________________ (fimp(01))____________________ 8.0392E-01 OP + He_concentration________________________________________________________ (fimp(02))____________________ 8.3954E-02 + Be_concentration________________________________________________________ (fimp(03))____________________ 0.0000E+00 + C__concentration________________________________________________________ (fimp(04))____________________ 0.0000E+00 + N__concentration________________________________________________________ (fimp(05))____________________ 0.0000E+00 + O__concentration________________________________________________________ (fimp(06))____________________ 0.0000E+00 + Ne_concentration________________________________________________________ (fimp(07))____________________ 0.0000E+00 + Si_concentration________________________________________________________ (fimp(08))____________________ 0.0000E+00 + Ar_concentration________________________________________________________ (fimp(09))____________________ 0.0000E+00 + Fe_concentration________________________________________________________ (fimp(10))____________________ 0.0000E+00 + Ni_concentration________________________________________________________ (fimp(11))____________________ 0.0000E+00 + Kr_concentration________________________________________________________ (fimp(12))____________________ 0.0000E+00 + Xe_concentration________________________________________________________ (fimp(13))____________________ 5.7149E-04 ITV + W__concentration________________________________________________________ (fimp(14))____________________ 5.0000E-06 + Average_mass_of_all_ions_(amu)__________________________________________ (aion)________________________ 2.7252E+00 OP + Effective_charge________________________________________________________ (zeff)________________________ 2.5164E+00 + Density_profile_factor__________________________________________________ (alphan)______________________ 1.0000E+00 + Plasma_profile_model____________________________________________________ (ipedestal)___________________ 1 + Density_pedestal_r/a_location___________________________________________ (rhopedn)_____________________ 9.4000E-01 + Electron_density_pedestal_height_(/m3)__________________________________ (neped)_______________________ 6.3278E+19 OP + Electron_density_at_pedestal_/_nGW______________________________________ (fgwped_out)__________________ 8.5000E-01 + Temperature_pedestal_r/a_location_______________________________________ (rhopedt)_____________________ 9.4000E-01 + Pedestal_scaling_switch_________________________________________________ (ieped)_______________________ 0 + Electron_temp._pedestal_height_(keV)____________________________________ (teped)_______________________ 5.5000E+00 + Electron_temp._at_separatrix_(keV)______________________________________ (tesep)_______________________ 1.0000E-01 + Electron_density_at_separatrix_(/m3)____________________________________ (nesep)_______________________ 3.7223E+19 + Electron_density_at_separatrix_/_nGW____________________________________ (fgwsep_out)__________________ 5.0000E-01 + Temperature_profile_index_______________________________________________ (alphat)______________________ 1.4500E+00 + Temperature_profile_index_beta__________________________________________ (tbeta)_______________________ 2.0000E+00 + Old_ASDEX_model_________________________________________________________ (dlimit(1))___________________ 5.2797E+19 OP + Borrass_ITER_model_I____________________________________________________ (dlimit(2))___________________ 1.0969E+20 OP + Borrass_ITER_model_II___________________________________________________ (dlimit(3))___________________ 4.3575E+19 OP + JET_edge_radiation_model________________________________________________ (dlimit(4))___________________ 3.0227E+21 OP + JET_simplified_model____________________________________________________ (dlimit(5))___________________ 4.3397E+20 OP + Hugill-Murakami_Mq_model________________________________________________ (dlimit(6))___________________ 6.6609E+19 OP + Greenwald_model_________________________________________________________ (dlimit(7))___________________ 7.4445E+19 OP + Deuterium_fuel_fraction_________________________________________________ (fdeut)_______________________ 5.0000E-01 + Tritium_fuel_fraction___________________________________________________ (ftrit)_______________________ 5.0000E-01 + Total_fusion_power_(MW)_________________________________________________ (powfmw)______________________ 1.6202E+03 OP + _=____D-T_fusion_power_(MW)_____________________________________________ (pdt)_________________________ 1.6182E+03 OP + __+___D-D_fusion_power_(MW)_____________________________________________ (pdd)_________________________ 1.9494E+00 OP + __+_D-He3_fusion_power_(MW)_____________________________________________ (pdhe3)_______________________ 0.0000E+00 OP + Alpha_power:_total_(MW)_________________________________________________ (palpmw)______________________ 3.2365E+02 OP + Alpha_power:_beam-plasma_(MW)___________________________________________ (palpnb)______________________ 0.0000E+00 OP + Neutron_power_(MW)______________________________________________________ (pneutmw)_____________________ 1.2953E+03 OP + Charged_particle_power_(excluding_alphas)_(MW)__________________________ (pchargemw)___________________ 1.2659E+00 OP + Total_power_deposited_in_plasma_(MW)____________________________________ (tot_power_plasma)____________ 3.8950E+02 OP + Bremsstrahlung_radiation_power_(MW)_____________________________________ (pbrempv*vol)_________________ 6.5195E+01 OP + Line_radiation_power_(MW)_______________________________________________ (plinepv*vol)_________________ 1.4609E+02 OP + Synchrotron_radiation_power_(MW)________________________________________ (psyncpv*vol)_________________ 1.5187E+01 OP + Synchrotron_wall_reflectivity_factor____________________________________ (ssync)_______________________ 6.0000E-01 + Normalised_minor_radius_defining_'core'_________________________________ (coreradius)__________________ 7.5000E-01 + Fraction_of_core_radiation_subtracted_from_P_L__________________________ (coreradiationfraction)_______ 6.0000E-01 + Radiation_power_from_inner_zone_(MW)____________________________________ (pinnerzoneradmw)_____________ 9.1650E+01 OP + Radiation_power_from_outer_zone_(MW)____________________________________ (pouterzoneradmw)_____________ 1.3482E+02 OP + Total_radiation_power_from_inside_LCFS_(MW)_____________________________ (pradmw)______________________ 2.2647E+02 OP + LCFS_radiation_fraction_=_total_radiation_in_LCFS_/_total_power_deposite (rad_fraction_LCFS)___________ 5.8144E-01 OP + Nominal_mean_radiation_load_on_inside_surface_of_reactor_(MW/m2)________ (photon_wall)_________________ 1.7749E-01 OP + Peaking_factor_for_radiation_wall_load__________________________________ (peakfactrad)_________________ 3.3300E+00 IP + Maximum_permitted_radiation_wall_load_(MW/m^2)__________________________ (maxradwallload)______________ 1.0000E+00 IP + Peak_radiation_wall_load_(MW/m^2)_______________________________________ (peakradwallload)_____________ 5.9106E-01 OP + Fast_alpha_particle_power_incident_on_the_first_wall_(MW)_______________ (palpfwmw)____________________ 1.6182E+01 OP + Nominal_mean_neutron_load_on_inside_surface_of_reactor_(MW/m2)__________ (wallmw)______________________ 1.0152E+00 OP + Power_incident_on_the_divertor_targets_(MW)_____________________________ (ptarmw)______________________ 3.2606E+01 OP + Fraction_of_power_to_the_lower_divertor_________________________________ (ftar)________________________ 1.0000E+00 IP + Outboard_side_heat_flux_decay_length_(m)________________________________ (lambdaio)____________________ 1.5700E-03 OP + Fraction_of_power_on_the_inner_targets__________________________________ (fio)_________________________ 4.1000E-01 OP + Fraction_of_power_incident_on_the_lower_inner_target____________________ (fLI)_________________________ 4.1000E-01 OP + Fraction_of_power_incident_on_the_lower_outer_target____________________ (fLO)_________________________ 5.9000E-01 OP + Power_incident_on_the_lower_inner_target_(MW)___________________________ (pLImw)_______________________ 1.3368E+01 OP + Power_incident_on_the_lower_outer_target_(MW)___________________________ (pLOmw)_______________________ 1.9237E+01 OP + Ohmic_heating_power_(MW)________________________________________________ (pohmmw)______________________ 6.2284E-01 OP + Fraction_of_alpha_power_deposited_in_plasma_____________________________ (falpha)______________________ 9.5000E-01 + Fraction_of_alpha_power_to_electrons____________________________________ (falpe)_______________________ 7.1828E-01 + Fraction_of_alpha_power_to_ions_________________________________________ (falpi)_______________________ 2.8172E-01 + Ion_transport_(MW)______________________________________________________ (ptrimw)______________________ 1.4013E+02 OP + Electron_transport_(MW)_________________________________________________ (ptremw)______________________ 1.5772E+02 OP + Injection_power_to_ions_(MW)____________________________________________ (pinjimw)_____________________ 0.0000E+00 OP + Injection_power_to_electrons_(MW)_______________________________________ (pinjemw)_____________________ 8.0143E+01 OP + Ignited_plasma_switch_(0=not_ignited,_1=ignited)________________________ (ignite)______________________ 0 + Power_into_divertor_zone_via_charged_particles_(MW)_____________________ (pdivt)_______________________ 1.6303E+02 OP + Psep_/_R_ratio_(MW/m)___________________________________________________ (pdivt/rmajor)________________ 2.0378E+01 OP + Psep_Bt_/_qAR_ratio_(MWT/m)_____________________________________________ (pdivtbt/qar)_________________ 1.0000E+01 OP + ITER_1996_scaling:_nominal_(MW)_________________________________________ (pthrmw(1))___________________ 1.2978E+02 OP + ITER_1996_scaling:_upper_bound_(MW)_____________________________________ (pthrmw(2))___________________ 2.8603E+02 OP + ITER_1996_scaling:_lower_bound_(MW)_____________________________________ (pthrmw(3))___________________ 5.8098E+01 OP + ITER_1997_scaling_(1)_(MW)______________________________________________ (pthrmw(4))___________________ 2.1452E+02 OP + ITER_1997_scaling_(2)_(MW)______________________________________________ (pthrmw(5))___________________ 1.7206E+02 OP + Martin_2008_scaling:_nominal_(MW)_______________________________________ (pthrmw(6))___________________ 9.7416E+01 OP + Martin_2008_scaling:_95%_upper_bound_(MW)_______________________________ (pthrmw(7))___________________ 1.2769E+02 OP + Martin_2008_scaling:_95%_lower_bound_(MW)_______________________________ (pthrmw(8))___________________ 6.7143E+01 OP + Snipes_2000_scaling:_nominal_(MW)_______________________________________ (pthrmw(9))___________________ 6.7785E+01 OP + Snipes_2000_scaling:_upper_bound_(MW)___________________________________ (pthrmw(10))__________________ 9.9437E+01 OP + Snipes_2000_scaling:_lower_bound_(MW)___________________________________ (pthrmw(11))__________________ 4.5839E+01 OP + Snipes_2000_scaling_(closed_divertor):_nominal_(MW)_____________________ (pthrmw(12))__________________ 3.1010E+01 OP + Snipes_2000_scaling_(closed_divertor):_upper_bound_(MW)_________________ (pthrmw(13))__________________ 4.3148E+01 OP + Snipes_2000_scaling_(closed_divertor):_lower_bound_(MW)_________________ (pthrmw(14))__________________ 2.2130E+01 OP + Hubbard_2012_L-I_threshold_-_nominal_(MW)_______________________________ (pthrmw(15))__________________ 2.7549E+01 OP + Hubbard_2012_L-I_threshold_-_lower_bound_(MW)___________________________ (pthrmw(16))__________________ 1.4319E+01 OP + Hubbard_2012_L-I_threshold_-_upper_bound_(MW)___________________________ (pthrmw(17))__________________ 5.3005E+01 OP + Hubbard_2017_L-I_threshold______________________________________________ (pthrmw(18))__________________ 2.6202E+02 OP + Martin_2008_aspect_ratio_corrected_scaling:_nominal_(MW)________________ (pthrmw(19))__________________ 9.7416E+01 OP + Martin_2008_aspect_ratio_corrected_scaling:_95%_upper_bound_(MW)________ (pthrmw(20))__________________ 1.2769E+02 OP + Martin_2008_aspect_ratio_corrected_scaling:_95%_lower_bound_(MW)________ (pthrmw(21))__________________ 6.7143E+01 OP + L-H_threshold_power_(enforced)_(MW)_____________________________________ (boundl(103)*plhthresh)_______ 9.7416E+01 OP + L-H_threshold_power_(MW)________________________________________________ (plhthresh)___________________ 9.7416E+01 OP + Confinement_H_factor____________________________________________________ (hfact)_______________________ 1.1886E+00 ITV + Global_thermal_energy_confinement_time_(s)______________________________ (taueff)______________________ 3.2037E+00 + Ion_energy_confinement_time_(s)_________________________________________ (tauei)_______________________ 3.2037E+00 + Electron_energy_confinement_time_(s)____________________________________ (tauee)_______________________ 3.2037E+00 + n.tau_=_Volume-average_electron_density_x_Energy_confinement_time_(s/m3) (dntau)_______________________ 2.5843E+20 OP + Triple_product__(keV_s/m3)______________________________________________ (dntau*te)____________________ 3.2275E+21 OP + Transport_loss_power_assumed_in_scaling_law_(MW)________________________ (powerht)_____________________ 2.9785E+02 OP + Switch_for_radiation_loss_term_usage_in_power_balance___________________ (iradloss)____________________ 1 + Radiation_power_subtracted_from_plasma_power_balance_(MW)_______________ ______________________________ 9.1650E+01 OP + Alpha_particle_confinement_time_(s)_____________________________________ (taup)________________________ 2.2270E+01 + Alpha_particle/energy_confinement_time_ratio____________________________ (taup/taueff)_________________ 6.9512E+00 + Lower_limit_on_taup/taueff______________________________________________ (taulimit)____________________ 5.0000E+00 + Total_energy_confinement_time_including_radiation_loss_(s)______________ (total_energy_conf_time)______ 2.8018E+00 + Normalized_plasma_pressure_beta_as_defined_by_McDonald_et_al____________ (beta_mcdonald)_______________ 3.4553E-02 OP + Normalized_ion_Larmor_radius____________________________________________ (rho_star)____________________ 1.9603E-03 OP + Normalized_collisionality_______________________________________________ (nu_star)_____________________ 3.7266E-03 OP + Volume_measure_of_elongation____________________________________________ (kappaa_IPB)__________________ 1.6815E+00 OP + Total_volt-second_requirement_(Wb)______________________________________ (vsstt)_______________________ 5.5616E+02 OP + Inductive_volt-seconds_(Wb)_____________________________________________ (vsind)_______________________ 2.3585E+02 OP + Ejima_coefficient_______________________________________________________ (gamma)_______________________ 3.0000E-01 + Start-up_resistive_(Wb)_________________________________________________ (vsres)_______________________ 5.0159E+01 OP + Flat-top_resistive_(Wb)_________________________________________________ (vsbrn)_______________________ 2.7015E+02 OP + bootstrap_current_fraction_multiplier___________________________________ (cboot)_______________________ 1.0000E+00 + Bootstrap_fraction_(ITER_1989)__________________________________________ (bscf_iter89)_________________ 3.7098E-01 + Bootstrap_fraction_(Sauter_et_al)_______________________________________ (bscf_sauter)_________________ 4.1920E-01 + Bootstrap_fraction_(Nevins_et_al)_______________________________________ (bscf_nevins)_________________ 3.5042E-01 + Bootstrap_fraction_(Wilson)_____________________________________________ (bscf_wilson)_________________ 4.3349E-01 + Diamagnetic_fraction_(Hender)___________________________________________ (diacf_hender)________________ 1.2017E-02 + Diamagnetic_fraction_(SCENE)____________________________________________ (diacf_scene)_________________ 1.1139E-02 + Pfirsch-Schlueter_fraction_(SCENE)______________________________________ (pscf_scene)__________________ -3.0283E-03 + Bootstrap_fraction_(enforced)___________________________________________ (bootipf.)____________________ 4.1920E-01 + Diamagnetic_fraction_(enforced)_________________________________________ (diaipf.)_____________________ 0.0000E+00 + Pfirsch-Schlueter_fraction_(enforced)___________________________________ (psipf.)______________________ 0.0000E+00 + Loop_voltage_during_burn_(V)____________________________________________ (vburn)_______________________ 3.7450E-02 OP + Plasma_resistance_(ohm)_________________________________________________ (rplas)_______________________ 3.9755E-09 OP + Resistive_diffusion_time_(s)____________________________________________ (res_time)____________________ 3.0619E+03 OP + Plasma_inductance_(H)___________________________________________________ (rlp)_________________________ 1.4181E-05 OP + Coefficient_for_sawtooth_effects_on_burn_V-s_requirement________________ (csawth)______________________ 1.0000E+00 + Ratio_of_He_and_pellet_particle_confinement_times_______________________ (tauratio)____________________ 1.0000E+00 + Fuelling_rate_(nucleus-pairs/s)_________________________________________ (qfuel)_______________________ 3.3420E+21 OP + Fuel_burn-up_rate_(reactions/s)_________________________________________ (rndfuel)_____________________ 5.7755E+20 OP + Burn-up_fraction________________________________________________________ (burnup)______________________ 1.7282E-01 + # Energy confinement times, and required H-factors : # + # Current Drive System # + Current_drive_efficiency_model__________________________________________ (iefrf)_______________________ 10 + Secondary_current_drive_efficiency_model________________________________ (iefrffix)____________________ 0 + Ratio_of_power_for_flat-top_to_start-up_(MW)____________________________ (startupratio)________________ 1.0000E+00 + Auxiliary_power_used_for_plasma_heating_only_(MW)_______________________ (pheat)_______________________ 7.5000E+01 + Power_injected_for_current_drive_(MW)___________________________________ (pcurrentdrivemw)_____________ 5.1429E+00 + Maximum_Allowed_Bootstrap_current_fraction______________________________ (bscfmax)_____________________ 9.5000E-01 + Fusion_gain_factor_Q____________________________________________________ (bigq)________________________ 2.0060E+01 OP + Auxiliary_current_drive_(A)_____________________________________________ (auxiliary_cd)________________ 2.3908E+05 OP + Current_drive_efficiency_(A/W)__________________________________________ (effcd)_______________________ 4.6488E-02 OP + Normalised_current_drive_efficiency,_gamma_(10^20_A/W-m2)_______________ (gamcd)_______________________ 3.0000E-01 OP + Wall_plug_to_injector_efficiency________________________________________ (etacd)_______________________ 5.0000E-01 + ECRH_plasma_heating_efficiency__________________________________________ (gamma_ecrh)__________________ 3.0000E-01 + Bootstrap_fraction______________________________________________________ (bootipf)_____________________ 4.1920E-01 + Diamagnetic_fraction____________________________________________________ (diaipf)______________________ 0.0000E+00 + Pfirsch-Schlueter_fraction______________________________________________ (psipf)_______________________ 0.0000E+00 + Auxiliary_current_drive_fraction________________________________________ (faccd)_______________________ 1.4376E-02 + Inductive_fraction______________________________________________________ (facoh)_______________________ 5.6642E-01 + Total___________________________________________________________________ (plasipf+faccd+facoh)_________ 1.0000E+00 + Fraction_of_the_plasma_current_produced_by_non-inductive_means__________ (fvsbrnni)____________________ 4.3358E-01 ITV + Electron_cyclotron_injected_power_(MW)__________________________________ (echpwr)______________________ 8.0143E+01 OP + Maximum_allowable_ECRH_power_(MW)_______________________________________ (pinjalw)_____________________ 2.0000E+02 + ECH_wall_plug_efficiency________________________________________________ (etaech)______________________ 5.0000E-01 + ECH_wall_plug_power_(MW)________________________________________________ (echwpow)_____________________ 1.6029E+02 OP + Total_V-s_capability_of_Central_Solenoid/PF_coils_(Wb)__________________ (abs(vstot))__________________ 5.7728E+02 + Required_volt-seconds_during_start-up_(Wb)______________________________ (vssoft)______________________ 2.8601E+02 + Available_volt-seconds_during_burn_(Wb)_________________________________ (vsmax)_______________________ 2.7014E+02 + # Times # + Initial_charge_time_for_CS_from_zero_current_(s)________________________ (tramp)_______________________ 5.0000E+02 + Plasma_current_ramp-up_time_(s)_________________________________________ (tohs)________________________ 1.6631E+02 + Heating_time_(s)________________________________________________________ (theat)_______________________ 1.0000E+01 + Burn_time_(s)___________________________________________________________ (tburn)_______________________ 7.2035E+03 OP + Reset_time_to_zero_current_for_CS_(s)___________________________________ (tqnch)_______________________ 1.6631E+02 + Time_between_pulses_(s)_________________________________________________ (tdwell)______________________ 1.8000E+03 + Total_plant_cycle_time_(s)______________________________________________ (tcycle)______________________ 9.8463E+03 OP + # Radial Build # + TF_coil_radial_placement_switch_________________________________________ (tf_in_cs)____________________ 0 + TF_coil_radial_placement_switch_________________________________________ (tf_in_cs)____________________ 0 + Machine_bore_(m)________________________________________________________ (bore)________________________ 1.9854E+00 ITV + CS_radial_thickness_(m)_________________________________________________ (ohcth)_______________________ 5.7587E-01 ITV + CS_precompression_(m)___________________________________________________ (precomp)_____________________ 6.8064E-02 + CS_precompresion_to_TF_coil_radial_gap_(m)______________________________ (gapoh)_______________________ 8.0000E-02 + TF_coil_inboard_leg_(m)_________________________________________________ (tfcth)_______________________ 9.1597E-01 ITV + TF_coil_inboard_leg_insulation_gap_(m)__________________________________ (tftsgap)_____________________ 5.0000E-02 + Thermal_shield,_inboard_(m)_____________________________________________ (thshield_ib)_________________ 5.0000E-02 + thermal_shield_to_vessel_radial_gap_(m)_________________________________ (gapds)_______________________ 2.0000E-02 + Inboard_vacuum_vessel_radial_thickness_(m)______________________________ (d_vv_in)_____________________ 3.0000E-01 + Inner_radiation_shield_radial_thickness_(m)_____________________________ (shldith)_____________________ 3.0000E-01 + Gap_(m)_________________________________________________________________ (vvblgap)_____________________ 2.0000E-02 + Inboard_blanket_radial_thickness_(m)____________________________________ (blnkith)_____________________ 7.0000E-01 + Inboard_first_wall_radial_thickness_(m)_________________________________ (fwith)_______________________ 1.8000E-02 + Inboard_scrape-off_radial_thickness_(m)_________________________________ (scrapli)_____________________ 2.5000E-01 + Outboard_scrape-off_radial_thickness_(m)________________________________ (scraplo)_____________________ 2.5000E-01 + Outboard_first_wall_radial_thickness_(m)________________________________ (fwoth)_______________________ 1.8000E-02 + Outboard_blanket_radial_thickness_(m)___________________________________ (blnkoth)_____________________ 1.0000E+00 + Outer_radiation_shield_radial_thickness_(m)_____________________________ (shldoth)_____________________ 8.0000E-01 + Outboard_vacuum_vessel_radial_thickness_(m)_____________________________ (d_vv_out)____________________ 3.0000E-01 + Vessel_to_TF_radial_gap_(m)_____________________________________________ (gapsto)______________________ 1.3720E+00 + Thermal_shield,_outboard_(m)____________________________________________ (thshield_ob)_________________ 5.0000E-02 + Gap_(m)_________________________________________________________________ (tftsgap)_____________________ 5.0000E-02 + TF_coil_outboard_leg_radial_thickness_(m)_______________________________ (tfthko)______________________ 9.1597E-01 + # Vertical Build # + Divertor_null_switch____________________________________________________ (i_single_null)_______________ 1 + Vessel_-_TF_coil_vertical_gap_(m)_______________________________________ (vgap2)_______________________ 1.6300E-01 + Topside_vacuum_vessel_radial_thickness_(m)______________________________ (d_vv_top)____________________ 3.0000E-01 + Top_radiation_shield_thickness_(m)______________________________________ (shldtth)_____________________ 6.0000E-01 + Top_blanket_vertical_thickness_(m)______________________________________ (blnktth)_____________________ 8.5000E-01 + Top_first_wall_vertical_thickness_(m)___________________________________ (fwtth)_______________________ 1.8000E-02 + Top_scrape-off_vertical_thickness_(m)___________________________________ (vgaptop)_____________________ 6.0000E-01 + Plasma_half-height_(m)__________________________________________________ (rminor*kappa)________________ 4.9333E+00 + Bottom_scrape-off_vertical_thickness_(m)________________________________ (vgap)________________________ 2.0019E+00 + Divertor_structure_vertical_thickness_(m)_______________________________ (divfix)______________________ 6.2000E-01 + Bottom_radiation_shield_thickness_(m)___________________________________ (shldlth)_____________________ 7.0000E-01 + Underside_vacuum_vessel_radial_thickness_(m)____________________________ (d_vv_bot)____________________ 3.0000E-01 + External_cryostat_thickness_(m)_________________________________________ (ddwex)_______________________ 1.5000E-01 + Ratio_of_Central_solenoid_height_to_TF_coil_internal_height_____________ (ohhghf)______________________ 9.0000E-01 + Width_of_neutral_beam_duct_where_it_passes_between_the_TF_coils_(m)_____ (beamwd)______________________ 5.8000E-01 + # Divertor build and plasma position # + Plasma_top_position,_radial_(m)_________________________________________ (ptop_radial)_________________ 6.6667E+00 + Plasma_top_position,_vertical_(m)_______________________________________ (ptop_vertical)_______________ 4.9333E+00 + Plasma_geometric_centre,_radial_(m)_____________________________________ (physics_variables.rmajor.)___ 8.0000E+00 + Plasma_geometric_centre,_vertical_(m)___________________________________ (0.0)_________________________ 0.0000E+00 + Plasma_lower_physics_variables.triangularity____________________________ (tril)________________________ 5.0000E-01 + Plasma_elongation_______________________________________________________ (physics_variables.kappa.)____ 1.8500E+00 + TF_coil_vertical_offset_(m)_____________________________________________ (tfoffset)____________________ -6.1694E-01 + Plasma_outer_arc_radius_of_curvature_(m)________________________________ (rco)_________________________ 5.0422E+00 + Plasma_inner_arc_radius_of_curvature_(m)________________________________ (rci)_________________________ 9.7933E+00 + Plasma_lower_X-pt,_radial_(m)___________________________________________ (rxpt)________________________ 6.6667E+00 + Plasma_lower_X-pt,_vertical_(m)_________________________________________ (zxpt)________________________ -4.9333E+00 + Poloidal_plane_angle_between_vertical_and_inner_leg_(rad)_______________ (thetai)______________________ 2.0820E-01 + Poloidal_plane_angle_between_vertical_and_outer_leg_(rad)_______________ (thetao)______________________ 1.0429E+00 + Poloidal_plane_angle_between_inner_leg_and_plate_(rad)__________________ (betai)_______________________ 1.0000E+00 + Poloidal_plane_angle_between_outer_leg_and_plate_(rad)__________________ (betao)_______________________ 1.0000E+00 + Inner_divertor_leg_poloidal_length_(m)__________________________________ (plsepi)______________________ 1.0000E+00 + Outer_divertor_leg_poloidal_length_(m)__________________________________ (plsepo)______________________ 1.5000E+00 + Inner_divertor_plate_length_(m)_________________________________________ (plleni)______________________ 1.0000E+00 + Outer_divertor_plate_length_(m)_________________________________________ (plleno)______________________ 1.0000E+00 + Inner_strike_point,_radial_(m)__________________________________________ (rspi)________________________ 5.6883E+00 + Inner_strike_point,_vertical_(m)________________________________________ (zspi)________________________ -5.1400E+00 + Inner_plate_top,_radial_(m)_____________________________________________ (rplti)_______________________ 5.8656E+00 + Inner_plate_top,_vertical_(m)___________________________________________ (zplti)_______________________ -4.6725E+00 + Inner_plate_bottom,_radial_(m)__________________________________________ (rplbi)_______________________ 5.5109E+00 + Inner_plate_bottom,_vertical_(m)________________________________________ (zplbi)_______________________ -5.6075E+00 + Outer_strike_point,_radial_(m)__________________________________________ (rspo)________________________ 7.4223E+00 + Outer_strike_point,_vertical_(m)________________________________________ (zspo)________________________ -6.2291E+00 + Outer_plate_top,_radial_(m)_____________________________________________ (rplto)_______________________ 7.6496E+00 + Outer_plate_top,_vertical_(m)___________________________________________ (zplto)_______________________ -5.7838E+00 + Outer_plate_bottom,_radial_(m)__________________________________________ (rplbo)_______________________ 7.1949E+00 + Outer_plate_bottom,_vertical_(m)________________________________________ (zplbo)_______________________ -6.6744E+00 + Calculated_maximum_divertor_height_(m)__________________________________ (divht)_______________________ 2.0019E+00 + # TF coils # + Allowable_maximum_shear_stress_in_TF_coil_case_(Tresca_criterion)_(Pa)__ (sig_tf_case_max)_____________ 7.5000E+08 + Allowable_maximum_shear_stress_in_TF_coil_conduit_(Tresca_criterion)_(Pa (sig_tf_wp_max)_______________ 7.5000E+08 + WP_transverse_modulus_(GPa)_____________________________________________ (eyoung_wp_trans*1.0d-9)______ 4.3534E+01 OP + WP_vertical_modulus_(GPa)_______________________________________________ (eyoung_wp_axial*1.0d-9)______ 1.1510E+02 OP + WP_transverse_Poissons_ratio____________________________________________ (poisson_wp_trans)____________ 3.0390E-01 OP + WP_vertical-transverse_Pois._rat._______________________________________ (poisson_wp_axial)____________ 3.1568E-01 OP + Radial____stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_r_max(1))_____________ 4.8849E-08 + toroidal__stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_t_max(1))_____________ -4.8724E+08 + Vertical__stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_z_max(1))_____________ 2.6028E+08 + Von-Mises_stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_vmises_max(1))________ 6.5725E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_1_(Pa)______________ (sig_tf_tresca_max(1))________ 7.4752E+08 + Radial____stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_r_max(2))_____________ -1.5411E+08 + toroidal__stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_t_max(2))_____________ -3.7861E+08 + Vertical__stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_z_max(2))_____________ 2.6028E+08 + Von-Mises_stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_vmises_max(2))________ 5.5645E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_2_(Pa)______________ (sig_tf_tresca_max(2))________ 6.3889E+08 + Radial____stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_r_max(3))_____________ 6.1398E+06 + toroidal__stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_t_max(3))_____________ -3.6314E+08 + Vertical__stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_z_max(3))_____________ 1.4510E+08 + Von-Mises_stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_vmises_max(3))________ 4.5345E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_3_(Pa)______________ (sig_tf_tresca_max(3))________ 5.0824E+08 + Maximum_radial_deflection_at_midplane_(m)_______________________________ (deflect)_____________________ -6.2714E-03 OP + Vertical_strain_on_casing_______________________________________________ (casestr)_____________________ 1.2697E-03 OP + Radial_strain_on_insulator______________________________________________ (insstrain)___________________ -7.6923E-03 OP + Conductor_technology____________________________________________________ (i_tf_sup)____________________ 1 + Superconductor_material_________________________________________________ (i_tf_sc_mat)_________________ 1 + Presence_of_TF_demountable_joints_______________________________________ (itart)_______________________ 0 + TF_inboard_leg_support_strategy_________________________________________ (i_tf_bucking)________________ 1 + Number_of_TF_coils______________________________________________________ (n_tf)________________________ 16 + Inboard_leg_centre_radius_(m)___________________________________________ (r_tf_inboard_mid)____________ 3.1673E+00 OP + Outboard_leg_centre_radius_(m)__________________________________________ (r_tf_outboard_mid)___________ 1.4985E+01 OP + Total_inboard_leg_radial_thickness_(m)__________________________________ (tfcth)_______________________ 9.1597E-01 ITV + Total_outboard_leg_radial_thickness_(m)_________________________________ (tfthko)______________________ 9.1597E-01 + Outboard_leg_toroidal_thickness_(m)_____________________________________ (tftort)______________________ 1.4145E+00 OP + Maximum_inboard_edge_height_(m)_________________________________________ (hmax)________________________ 8.8182E+00 OP + Mean_coil_circumference_(including_inboard_leg_length)_(m)______________ (tfleng)______________________ 4.7937E+01 OP + Vertical_TF_shape_______________________________________________________ (i_tf_shape)__________________ 1 + TF_coil_arc_point_0_R_(m)_______________________________________________ (xarc(1))_____________________ 3.6253E+00 + TF_coil_arc_point_0_Z_(m)_______________________________________________ (yarc(1))_____________________ 4.5506E+00 + TF_coil_arc_point_1_R_(m)_______________________________________________ (xarc(2))_____________________ 7.4667E+00 + TF_coil_arc_point_1_Z_(m)_______________________________________________ (yarc(2))_____________________ 7.5843E+00 + TF_coil_arc_point_2_R_(m)_______________________________________________ (xarc(3))_____________________ 1.4527E+01 + TF_coil_arc_point_2_Z_(m)_______________________________________________ (yarc(3))_____________________ 0.0000E+00 + TF_coil_arc_point_3_R_(m)_______________________________________________ (xarc(4))_____________________ 7.4667E+00 + TF_coil_arc_point_3_Z_(m)_______________________________________________ (yarc(4))_____________________ -8.8182E+00 + TF_coil_arc_point_4_R_(m)_______________________________________________ (xarc(5))_____________________ 3.6253E+00 + TF_coil_arc_point_4_Z_(m)_______________________________________________ (yarc(5))_____________________ -5.2909E+00 + TF_cross-section_(total)_(m2)___________________________________________ (tfareain)____________________ 1.8229E+01 + Total_steel_cross-section_(m2)__________________________________________ (a_tf_steel*n_tf)_____________ 1.2853E+01 + Total_steel_TF_fraction_________________________________________________ (f_tf_steel)__________________ 7.0508E-01 + Total_Insulation_cross-section_(total)_(m2)_____________________________ (a_tf_ins*n_tf)_______________ 8.4752E-01 + Total_Insulation_fraction_______________________________________________ (f_tf_ins)____________________ 4.6493E-02 + Casing_cross_section_area_(per_leg)_(m2)________________________________ (acasetf)_____________________ 5.6444E-01 + Inboard_leg_case_plasma_side_wall_thickness_(m)_________________________ (casthi)______________________ 6.0000E-02 + Inboard_leg_case_inboard_"nose"_thickness_(m)___________________________ (thkcas)______________________ 2.8216E-01 ITV + Inboard_leg_case_sidewall_thickness_at_its_narrowest_point_(m)__________ (casths)______________________ 5.0000E-02 + External_case_mass_per_coil_(kg)________________________________________ (whtcas)______________________ 5.5456E+05 OP + WP_cross_section_area_with_insulation_and_insertion_(per_coil)_(m2)_____ (awpc)________________________ 5.7486E-01 + WP_cross_section_area_(per_coil)_(m2)___________________________________ (aswp)________________________ 5.1696E-01 + Winding_pack_radial_thickness_(m)_______________________________________ (dr_tf_wp)____________________ 5.0416E-01 ITV + Winding_pack_toroidal_width_1_(m)_______________________________________ (wwp1)________________________ 1.1904E+00 OP + Winding_pack_toroidal_width_2_(m)_______________________________________ (wwp2)________________________ 1.0901E+00 OP + Ground_wall_insulation_thickness_(m)____________________________________ (tinstf)______________________ 8.0000E-03 + Winding_pack_insertion_gap_(m)__________________________________________ (tfinsgap)____________________ 1.0000E-02 + Steel_WP_cross-section_(total)_(m2)_____________________________________ (aswp*n_tf)___________________ 3.8217E+00 + Steel_WP_fraction_______________________________________________________ (aswp/awpc)___________________ 4.1550E-01 + Insulation_WP_fraction__________________________________________________ (aiwp/awpc)___________________ 4.7934E-02 + Cable_WP_fraction_______________________________________________________ ((awpc-aswp-aiwp)/awpc)_______ 5.3656E-01 + Turn_parametrisation____________________________________________________ (i_tf_turns_integer)__________ 0 + Number_of_turns_per_TF_coil_____________________________________________ (n_tf_turn)___________________ 1.4739E+02 OP + Width_of_turn_including_inter-turn_insulation_(m)_______________________ (t_turn_tf)___________________ 5.9223E-02 OP + Width_of_conductor_(square)_(m)_________________________________________ (t_conductor)_________________ 5.7623E-02 OP + Width_of_space_inside_conductor_(m)_____________________________________ (t_cable)_____________________ 4.1604E-02 OP + Steel_conduit_thickness_(m)_____________________________________________ (thwcndut)____________________ 8.0099E-03 ITV + Inter-turn_insulation_thickness_(m)_____________________________________ (thicndut)____________________ 8.0000E-04 + Diameter_of_central_helium_channel_in_cable_____________________________ (dhecoil)_____________________ 1.0000E-02 + internal_area_of_the_cable_space________________________________________ (acstf)_______________________ 1.6999E-03 + Coolant_fraction_in_conductor_excluding_central_channel_________________ (vftf)________________________ 3.0000E-01 + Copper_fraction_of_conductor____________________________________________ (fcutfsu)_____________________ 8.4212E-01 ITV + Superconductor_fraction_of_conductor____________________________________ (1-fcutfsu)___________________ 1.5788E-01 + Check_total_area_fractions_in_winding_pack_=_1__________________________ ______________________________ 1.0000E+00 + minimum_TF_conductor_temperature_margin__(K)____________________________ (tmargmin_tf)_________________ 1.5000E+00 + TF_conductor_temperature_margin_(K)_____________________________________ (tmargtf)_____________________ 1.5049E+00 + Elastic_properties_behavior_____________________________________________ (i_tf_cond_eyoung_axial)______ 0 + Conductor_axial_Youngs_modulus__________________________________________ (eyoung_cond_axial)___________ 0.0000E+00 + Conductor_transverse_Youngs_modulus_____________________________________ (eyoung_cond_trans)___________ 0.0000E+00 + Superconductor_mass_per_coil_(kg)_______________________________________ (whtconsc)____________________ 4.6964E+03 OP + Copper_mass_per_coil_(kg)_______________________________________________ (whtconcu)____________________ 5.8073E+04 OP + Steel_conduit_mass_per_coil_(kg)________________________________________ (whtconsh)____________________ 8.9310E+04 OP + Conduit_insulation_mass_per_coil_(kg)___________________________________ (whtconin)____________________ 2.3777E+03 OP + Total_conduit_mass_per_coil_(kg)________________________________________ (whtcon)______________________ 1.5446E+05 OP + Mass_of_each_TF_coil_(kg)_______________________________________________ (whttf/n_tf)__________________ 7.1402E+05 OP + Total_TF_coil_mass_(kg)_________________________________________________ (whttf)_______________________ 1.1424E+07 OP + Nominal_peak_field_assuming_toroidal_symmetry_(T)_______________________ (bmaxtf)______________________ 1.2178E+01 OP + Total_current_in_all_TF_coils_(MA)______________________________________ (ritfc/1.D6)__________________ 2.1176E+02 OP + TF_coil_current_(summed_over_all_coils)_(A)_____________________________ (ritfc)_______________________ 2.1176E+08 + Actual_peak_field_at_discrete_conductor_(T)_____________________________ (bmaxtfrp)____________________ 1.2636E+01 OP + Winding_pack_current_density_(A/m2)_____________________________________ (jwptf)_______________________ 2.5602E+07 OP + Inboard_leg_mid-plane_conductor_current_density_(A/m2)__________________ (oacdcp)______________________ 1.1617E+07 + Total_stored_energy_in_TF_coils_(GJ)____________________________________ (estotftgj)___________________ 1.2161E+02 OP + Inboard_vertical_tension_per_coil_(N)___________________________________ (vforce)______________________ 2.0908E+08 OP + Outboard_vertical_tension_per_coil_(N)__________________________________ (vforce_outboard)_____________ 2.0908E+08 OP + inboard_vertical_tension_fraction_(-)___________________________________ (f_vforce_inboard)____________ 5.0000E-01 OP + Centring_force_per_coil_(N/m)___________________________________________ (cforce)______________________ 8.0590E+07 OP + Max_allowed_tfcoil_variables.ripple_amplitude_at_plasma_outboard_midplan (ripmax)______________________ 6.0000E-01 + Ripple_amplitude_at_plasma_outboard_midplane_(%)________________________ (ripple)______________________ 6.0000E-01 OP + Actual_quench_time_(or_time_constant)_(s)_______________________________ (tdmptf)______________________ 1.8429E+01 ITV + Vacuum_Vessel_stress_on_quench_(Pa)_____________________________________ (vv_stress_quench)____________ 6.1442E+07 OP + Maximum_allowed_voltage_during_quench_due_to_insulation_(kV)____________ (vdalw)_______________________ 9.5837E+00 ITV + Actual_quench_voltage_(kV)______________________________________________ (vtfskv)______________________ 9.1862E+00 OP + Maximum_allowed_temp_rise_during_a_quench_(K)___________________________ (tmaxpro)_____________________ 1.5000E+02 + # Superconducting TF Coils # + Superconductor_switch___________________________________________________ (isumat)______________________ 1 + Critical_field_at_zero_temperature_and_strain_(T)_______________________ (bc20m)_______________________ 3.2970E+01 + Critical_temperature_at_zero_field_and_strain_(K)_______________________ (tc0m)________________________ 1.6060E+01 + Helium_temperature_at_peak_field_(=_superconductor_temperature)_(K)_____ (thelium)_____________________ 4.7500E+00 + Total_helium_fraction_inside_cable_space________________________________ (fhetot)______________________ 3.4620E-01 OP + Copper_fraction_of_conductor____________________________________________ (fcutfsu)_____________________ 8.4212E-01 ITV + Residual_manufacturing_strain_on_superconductor_________________________ (str_tf_con_res)______________ -5.0000E-03 + Self-consistent_strain_on_superconductor________________________________ (str_wp)______________________ 2.0730E-03 + Critical_current_density_in_superconductor_(A/m2)_______________________ (jcritsc)_____________________ 7.1337E+08 OP + Critical_current_density_in_strand_(A/m2)_______________________________ (jcritstr)____________________ 1.1263E+08 OP + Critical_current_density_in_winding_pack_(A/m2)_________________________ (jwdgcrt)_____________________ 3.5688E+07 OP + Actual_current_density_in_winding_pack_(A/m2)___________________________ (jwdgop)______________________ 2.5602E+07 OP + Minimum_allowed_temperature_margin_in_superconductor_(K)________________ (tmargmin_tf)_________________ 1.5000E+00 + Actual_temperature_margin_in_superconductor_(K)_________________________ (tmarg)_______________________ 1.5049E+00 OP + Critical_current_(A)____________________________________________________ (icrit)_______________________ 1.2517E+05 OP + Actual_current_(A)______________________________________________________ (cpttf)_______________________ 8.9795E+04 ITV + Actual_current_/_critical_current_______________________________________ (iooic)_______________________ 7.1737E-01 OP + # Central Solenoid and PF Coils # + Central_solenoid_superconductor_material________________________________ (isumatoh)____________________ 1 + Maximum_field_at_Beginning_Of_Pulse_(T)_________________________________ (bmaxoh0)_____________________ 1.4050E+01 OP + Critical_superconductor_current_density_at_BOP_(A/m2)___________________ (jscoh_bop)___________________ 3.4918E+08 OP + Critical_strand_current_density_at_BOP_(A/m2)___________________________ (jstrandoh_bop)_______________ 1.0475E+08 OP + Allowable_overall_current_density_at_BOP_(A/m2)_________________________ (rjohc0)______________________ 3.5294E+07 OP + Actual_overall_current_density_at_BOP_(A/m2)____________________________ (cohbop)______________________ 1.9126E+07 OP + Maximum_field_at_End_Of_Flattop_(T)_____________________________________ (bmaxoh)______________________ 1.3920E+01 OP + Critical_superconductor_current_density_at_EOF_(A/m2)___________________ (jscoh_eof)___________________ 3.6097E+08 OP + Critical_strand_current_density_at_EOF_(A/m2)___________________________ (jstrandoh_eof)_______________ 1.0829E+08 OP + Allowable_overall_current_density_at_EOF_(A/m2)_________________________ (rjohc)_______________________ 3.6485E+07 OP + Actual_overall_current_density_at_EOF_(A/m2)____________________________ (coheof)______________________ 2.0264E+07 ITV + CS_inside_radius_(m)____________________________________________________ (bore)________________________ 1.9854E+00 ITV + CS_thickness_(m)________________________________________________________ (ohcth)_______________________ 5.7587E-01 ITV + Gap_between_central_solenoid_and_TF_coil_(m)____________________________ (gapoh)_______________________ 8.0000E-02 + CS_overall_cross-sectional_area_(m2)____________________________________ (areaoh)______________________ 9.1407E+00 OP + CS_conductor+void_cross-sectional_area_(m2)_____________________________ (awpoh)_______________________ 4.3996E+00 OP + ___CS_conductor_cross-sectional_area_(m2)_______________________________ (awpoh*(1-vfohc))_____________ 3.0797E+00 OP + ___CS_void_cross-sectional_area_(m2)____________________________________ (awpoh*vfohc)_________________ 1.3199E+00 OP + CS_steel_cross-sectional_area_(m2)______________________________________ (areaoh-awpoh)________________ 4.7411E+00 OP + CS_steel_area_fraction__________________________________________________ (oh_steel_frac)_______________ 5.1868E-01 ITV + Switch_for_CS_stress_calculation________________________________________ (i_cs_stress)_________________ 0 + Allowable_stress_in_CS_steel_(Pa)_______________________________________ (alstroh)_____________________ 7.5000E+08 + Hoop_stress_in_CS_steel_(Pa)____________________________________________ (sig_hoop)____________________ 6.7569E+08 OP + Axial_stress_in_CS_steel_(Pa)___________________________________________ (sig_axial)___________________ -7.6205E+08 OP + Maximum_shear_stress_in_CS_steel_for_the_Tresca_criterion_(Pa)__________ (s_tresca_oh)_________________ 6.7569E+08 OP + Axial_force_in_CS_(N)___________________________________________________ (axial_force)_________________ -1.6256E+09 OP + Residual_manufacturing_strain_in_CS_superconductor_material_____________ (tfcoil_variables.str_cs_con_r -5.0000E-03 + Copper_fraction_in_strand_______________________________________________ (fcuohsu)_____________________ 7.0000E-01 + Void_(coolant)_fraction_in_conductor____________________________________ (vfohc)_______________________ 3.0000E-01 + Helium_coolant_temperature_(K)__________________________________________ (tftmp)_______________________ 4.7500E+00 + CS_temperature_margin_(K)_______________________________________________ (tmargoh)_____________________ 1.5052E+00 OP + Minimum_permitted_temperature_margin_(K)________________________________ (tmargmin_cs)_________________ 1.5000E+00 + Residual_hoop_stress_in_CS_Steel_(Pa)___________________________________ (residual_sig_hoop)___________ 2.4000E+08 + Minimum_burn_time_(s)___________________________________________________ (tbrnmn)______________________ 7.2000E+03 + Initial_vertical_crack_size_(m)_________________________________________ (t_crack_vertical)____________ 8.9000E-04 + Initial_radial_crack_size_(m)___________________________________________ (t_crack_radial)______________ 2.6700E-03 + CS_turn_area_(m)________________________________________________________ (a_oh_turn)___________________ 1.9739E-03 + CS_turn_length_(m)______________________________________________________ (l_cond_cst)__________________ 7.6953E-02 + CS_turn_internal_cable_space_radius_(m)_________________________________ (r_in_cst)____________________ 7.4740E-03 + CS_turn_width_(m)_______________________________________________________ (d_cond_cst)__________________ 2.5651E-02 + CS_structural_vertical_thickness_(m)____________________________________ (t_structural_vertical)_______ 5.3514E-03 + CS_structural_radial_thickness_(m)______________________________________ (t_structural_radial)_________ 5.3514E-03 + Allowable_number_of_cycles_till_CS_fracture_____________________________ (n_cycle)_____________________ 1.3378E+02 OP + Minimum_number_of_cycles_required_till_CS_fracture______________________ (n_cycle_min)_________________ 2.0000E+04 OP + PF_coil_superconductor_material_________________________________________ (isumatpf)____________________ 3 + Copper_fraction_in_conductor____________________________________________ (fcupfsu)_____________________ 6.9000E-01 + Maximum_permissible_tensile_stress_(MPa)________________________________ (sigpfcalw)___________________ 5.0000E+02 + JxB_hoop_force_fraction_supported_by_case_______________________________ (sigpfcf)_____________________ 6.6600E-01 + PF_coil_0_radius_(m)____________________________________________________ (rpf[0]_______________________ 5.5667E+00 + PF_coil_0_vertical_position_(m)_________________________________________ (zpf[0])______________________ 9.3603E+00 + PF_coil_0_radial_thickness_(m)__________________________________________ (pfdr(0))_____________________ 1.2727E+00 + PF_coil_0_vertical_thickness_(m)________________________________________ (pfdz(0))_____________________ 1.2727E+00 + PF_coil_0_turns_________________________________________________________ (turns[0])____________________ 4.4541E+02 + PF_coil_0_current_(MA)__________________________________________________ (ric[0])______________________ 1.7816E+01 + PF_coil_0_field_(T)_____________________________________________________ (bpf[0])______________________ 6.2280E+00 + PF_coil_1_radius_(m)____________________________________________________ (rpf[1]_______________________ 5.5667E+00 + PF_coil_1_vertical_position_(m)_________________________________________ (zpf[1])______________________ -1.0594E+01 + PF_coil_1_radial_thickness_(m)__________________________________________ (pfdr(1))_____________________ 1.3651E+00 + PF_coil_1_vertical_thickness_(m)________________________________________ (pfdz(1))_____________________ -1.3651E+00 + PF_coil_1_turns_________________________________________________________ (turns[1])____________________ 5.1248E+02 + PF_coil_1_current_(MA)__________________________________________________ (ric[1])______________________ 2.0499E+01 + PF_coil_1_field_(T)_____________________________________________________ (bpf[1])______________________ 6.6990E+00 + PF_coil_2_radius_(m)____________________________________________________ (rpf[2]_______________________ 1.6731E+01 + PF_coil_2_vertical_position_(m)_________________________________________ (zpf[2])______________________ 2.6667E+00 + PF_coil_2_radial_thickness_(m)__________________________________________ (pfdr(2))_____________________ 1.1332E+00 + PF_coil_2_vertical_thickness_(m)________________________________________ (pfdz(2))_____________________ 1.1332E+00 + PF_coil_2_turns_________________________________________________________ (turns[2])____________________ 1.9262E+02 + PF_coil_2_current_(MA)__________________________________________________ (ric[2])______________________ -7.7049E+00 + PF_coil_2_field_(T)_____________________________________________________ (bpf[2])______________________ 2.6389E+00 + PF_coil_3_radius_(m)____________________________________________________ (rpf[3]_______________________ 1.6731E+01 + PF_coil_3_vertical_position_(m)_________________________________________ (zpf[3])______________________ -2.6667E+00 + PF_coil_3_radial_thickness_(m)__________________________________________ (pfdr(3))_____________________ 1.1332E+00 + PF_coil_3_vertical_thickness_(m)________________________________________ (pfdz(3))_____________________ -1.1332E+00 + PF_coil_3_turns_________________________________________________________ (turns[3])____________________ 1.9262E+02 + PF_coil_3_current_(MA)__________________________________________________ (ric[3])______________________ -7.7049E+00 + PF_coil_3_field_(T)_____________________________________________________ (bpf[3])______________________ 2.6389E+00 + PF_coil_4_radius_(m)____________________________________________________ (rpf[4]_______________________ 1.5209E+01 + PF_coil_4_vertical_position_(m)_________________________________________ (zpf[4])______________________ 7.4667E+00 + PF_coil_4_radial_thickness_(m)__________________________________________ (pfdr(4))_____________________ 8.0773E-01 + PF_coil_4_vertical_thickness_(m)________________________________________ (pfdz(4))_____________________ 8.0773E-01 + PF_coil_4_turns_________________________________________________________ (turns[4])____________________ 1.3049E+02 + PF_coil_4_current_(MA)__________________________________________________ (ric[4])______________________ -5.2194E+00 + PF_coil_4_field_(T)_____________________________________________________ (bpf[4])______________________ 2.5737E+00 + PF_coil_5_radius_(m)____________________________________________________ (rpf[5]_______________________ 1.5209E+01 + PF_coil_5_vertical_position_(m)_________________________________________ (zpf[5])______________________ -7.4667E+00 + PF_coil_5_radial_thickness_(m)__________________________________________ (pfdr(5))_____________________ 8.0773E-01 + PF_coil_5_vertical_thickness_(m)________________________________________ (pfdz(5))_____________________ -8.0773E-01 + PF_coil_5_turns_________________________________________________________ (turns[5])____________________ 1.3049E+02 + PF_coil_5_current_(MA)__________________________________________________ (ric[5])______________________ -5.2194E+00 + PF_coil_5_field_(T)_____________________________________________________ (bpf[5])______________________ 2.5737E+00 + Central_solenoid_radius_(m)_____________________________________________ (rpf[nohc-1])_________________ 2.2734E+00 + Central_solenoid_vertical_position_(m)__________________________________ (zpf[nohc-1])_________________ 0.0000E+00 + Central_solenoid_radial_thickness_(m)___________________________________ (ohdr)________________________ 5.7587E-01 + Central_solenoid_vertical_thickness_(m)_________________________________ (ohdz)________________________ 1.5873E+01 + Central_solenoid_turns__________________________________________________ (turns[nohc-1])_______________ 4.6308E+03 + Central_solenoid_current_(MA)___________________________________________ (ric[nohc-1])_________________ -1.8523E+02 + Central_solenoid_field_(T)______________________________________________ (bpf[nohc-1])_________________ 1.4050E+01 + Sum_of_squares_of_residuals_____________________________________________ (ssq0)________________________ 3.5207E-04 OP + Smoothing_parameter_____________________________________________________ (alfapf)______________________ 5.0000E-10 + # Volt Second Consumption # + Total_volt-second_consumption_by_coils_(Wb)_____________________________ (vstot)_______________________ -5.8000E+02 OP + # Waveforms # + Ratio_of_central_solenoid_current_at_beginning_of_Pulse_/_end_of_flat-to (fcohbop)_____________________ 9.4380E-01 ITV + Ratio_of_central_solenoid_current_at_beginning_of_Flat-top_/_end_of_flat (fcohbof)_____________________ -1.4083E-01 OP + # PF Circuit Waveform Data # + Number_of_PF_circuits_including_CS_and_plasma___________________________ (ncirt)_______________________ 8 + PF_Circuit_0_Time_point_0_(A)___________________________________________ (pfc0t0)______________________ 0.0000E+00 + PF_Circuit_0_Time_point_1_(A)___________________________________________ (pfc0t1)______________________ 1.3971E+07 + PF_Circuit_0_Time_point_2_(A)___________________________________________ (pfc0t2)______________________ 1.7816E+07 + PF_Circuit_0_Time_point_3_(A)___________________________________________ (pfc0t3)______________________ 1.7816E+07 + PF_Circuit_0_Time_point_4_(A)___________________________________________ (pfc0t4)______________________ 9.2844E+05 + PF_Circuit_0_Time_point_5_(A)___________________________________________ (pfc0t5)______________________ 0.0000E+00 + PF_Circuit_1_Time_point_0_(A)___________________________________________ (pfc1t0)______________________ 0.0000E+00 + PF_Circuit_1_Time_point_1_(A)___________________________________________ (pfc1t1)______________________ 1.8269E+07 + PF_Circuit_1_Time_point_2_(A)___________________________________________ (pfc1t2)______________________ 2.0499E+07 + PF_Circuit_1_Time_point_3_(A)___________________________________________ (pfc1t3)______________________ 2.0499E+07 + PF_Circuit_1_Time_point_4_(A)___________________________________________ (pfc1t4)______________________ -1.5831E+06 + PF_Circuit_1_Time_point_5_(A)___________________________________________ (pfc1t5)______________________ 0.0000E+00 + PF_Circuit_2_Time_point_0_(A)___________________________________________ (pfc2t0)______________________ -0.0000E+00 + PF_Circuit_2_Time_point_1_(A)___________________________________________ (pfc2t1)______________________ 4.9542E+05 + PF_Circuit_2_Time_point_2_(A)___________________________________________ (pfc2t2)______________________ -7.1060E+06 + PF_Circuit_2_Time_point_3_(A)___________________________________________ (pfc2t3)______________________ -7.1060E+06 + PF_Circuit_2_Time_point_4_(A)___________________________________________ (pfc2t4)______________________ -7.7049E+06 + PF_Circuit_2_Time_point_5_(A)___________________________________________ (pfc2t5)______________________ -0.0000E+00 + PF_Circuit_3_Time_point_0_(A)___________________________________________ (pfc3t0)______________________ -0.0000E+00 + PF_Circuit_3_Time_point_1_(A)___________________________________________ (pfc3t1)______________________ 4.9542E+05 + PF_Circuit_3_Time_point_2_(A)___________________________________________ (pfc3t2)______________________ -7.1060E+06 + PF_Circuit_3_Time_point_3_(A)___________________________________________ (pfc3t3)______________________ -7.1060E+06 + PF_Circuit_3_Time_point_4_(A)___________________________________________ (pfc3t4)______________________ -7.7049E+06 + PF_Circuit_3_Time_point_5_(A)___________________________________________ (pfc3t5)______________________ -0.0000E+00 + PF_Circuit_4_Time_point_0_(A)___________________________________________ (pfc4t0)______________________ -0.0000E+00 + PF_Circuit_4_Time_point_1_(A)___________________________________________ (pfc4t1)______________________ 3.2650E+05 + PF_Circuit_4_Time_point_2_(A)___________________________________________ (pfc4t2)______________________ -4.8247E+06 + PF_Circuit_4_Time_point_3_(A)___________________________________________ (pfc4t3)______________________ -4.8247E+06 + PF_Circuit_4_Time_point_4_(A)___________________________________________ (pfc4t4)______________________ -5.2194E+06 + PF_Circuit_4_Time_point_5_(A)___________________________________________ (pfc4t5)______________________ -0.0000E+00 + PF_Circuit_5_Time_point_0_(A)___________________________________________ (pfc5t0)______________________ -0.0000E+00 + PF_Circuit_5_Time_point_1_(A)___________________________________________ (pfc5t1)______________________ 3.2650E+05 + PF_Circuit_5_Time_point_2_(A)___________________________________________ (pfc5t2)______________________ -4.8247E+06 + PF_Circuit_5_Time_point_3_(A)___________________________________________ (pfc5t3)______________________ -4.8247E+06 + PF_Circuit_5_Time_point_4_(A)___________________________________________ (pfc5t4)______________________ -5.2194E+06 + PF_Circuit_5_Time_point_5_(A)___________________________________________ (pfc5t5)______________________ -0.0000E+00 + CS_Circuit_Time_point_0_(A)_____________________________________________ (cs_t0)_______________________ -0.0000E+00 + CS_Circuit_Time_point_1_(A)_____________________________________________ (cs_t1)_______________________ 1.7482E+08 + CS_Circuit_Time_point_2_(A)_____________________________________________ (cs_t2)_______________________ 2.6086E+07 + CS_Circuit_Time_point_3_(A)_____________________________________________ (cs_t3)_______________________ 2.6086E+07 + CS_Circuit_Time_point_4_(A)_____________________________________________ (cs_t4)_______________________ -1.8523E+08 + CS_Circuit_Time_point_5_(A)_____________________________________________ (cs_t5)_______________________ -0.0000E+00 + Plasma_Time_point_0_(A)_________________________________________________ (plasmat0)____________________ 0.0000E+00 + Plasma_Time_point_1_(A)_________________________________________________ (plasmat1)____________________ 0.0000E+00 + Plasma_Time_point_2_(A)_________________________________________________ (plasmat2)____________________ 1.6631E+07 + Plasma_Time_point_3_(A)_________________________________________________ (plasmat3)____________________ 1.6631E+07 + Plasma_Time_point_4_(A)_________________________________________________ (plasmat4)____________________ 1.6631E+07 + Plasma_Time_point_5_(A)_________________________________________________ (plasmat5)____________________ 0.0000E+00 + # Support Structure # + Outer_PF_coil_fence_mass_(kg)___________________________________________ (fncmass)_____________________ 2.2924E+05 OP + Intercoil_support_structure_mass_(kg)___________________________________ (aintmass)____________________ 4.3045E+06 OP + Mass_of_cooled_components_(kg)__________________________________________ (coldmass)____________________ 3.4369E+07 OP + Gravity_support_structure_mass_(kg)_____________________________________ (clgsmass)____________________ 1.2760E+06 OP + Torus_leg_support_mass_(kg)_____________________________________________ (gsm1)________________________ 8.5820E+04 OP + Ring_beam_mass_(kg)_____________________________________________________ (gsm2)________________________ 4.0088E+05 OP + Ring_legs_mass_(kg)_____________________________________________________ (gsm3)________________________ 6.8283E+05 OP + # PF Coil Inductances # + # Nuclear Heating Magnets Before Renormalisation # + Shield_line_density_(tonne/m2)__________________________________________ (x_shield)____________________ 4.0560E+00 + Blanket_line_density_(tonne/m2)_________________________________________ (x_blanket)___________________ 2.2911E+00 + Unit_nuclear_heating_in_TF_coil_(W/GW)__________________________________ (tfc_nuc_heating)_____________ 1.4866E+04 + Total_nuclear_heating_in_TF_coil_(MW)___________________________________ (ptfnuc.)_____________________ 2.4085E-02 + powfmw__________________________________________________________________ (powfmw.)_____________________ 1.6202E+03 + total_mass_of_the_TF_coils_(kg)_________________________________________ (whttf)_______________________ 1.1424E+07 + # Pumping for primary coolant (helium) # + Pressure_drop_in_FW_and_blanket_coolant_incl._hx_and_pipes_(Pa)_________ (dp_he)_______________________ 5.5000E+05 + Fraction_of_FW_and_blanket_thermal_power_required_for_pumping___________ (fpump)_______________________ 8.9463E-02 OP + Total_power_absorbed_by_FW_&_blanket_(MW)_______________________________ (p_plasma)____________________ 1.6698E+03 OP + Inlet_temperature_of_FW_&_blanket_coolant_pump_(K)______________________ (t_in_compressor)_____________ 5.5703E+02 OP + Coolant_pump_outlet/Inlet_temperature_of_FW_&_blanket_(K)_______________ (t_in_bb)_____________________ 5.7313E+02 + Outlet_temperature_of_FW_&_blanket_(K)__________________________________ (t_out_bb)____________________ 7.7313E+02 + Mechanical_pumping_power_for_FW_and_blanket_cooling_loop_including_heat_ (htpmw_fw_blkt)_______________ 1.6407E+02 OP + Mechanical_pumping_power_for_divertor_(MW)______________________________ (htpmw_div)___________________ 1.6906E+00 OP + Mechanical_pumping_power_for_shield_and_vacuum_vessel_(MW)______________ (htpmw_shld)__________________ 7.0688E-03 OP + # First wall and blanket : CCFE HCPB model # + Titanium_beryllide_fraction_____________________________________________ (fbltibe12)___________________ 3.7500E-01 + Lithium_orthosilicate_fraction__________________________________________ (fblli2sio4)__________________ 3.7500E-01 + Steel_fraction__________________________________________________________ (fblss_ccfe)__________________ 9.7050E-02 + Coolant_fraction________________________________________________________ (vfcblkt)_____________________ 5.2950E-02 + Purge_gas_fraction______________________________________________________ (vfpblkt)_____________________ 1.0000E-01 + First_Wall_Armour_Volume_(m3)___________________________________________ (fw_armour_vol)_______________ 5.8692E+00 + First_Wall_Volume_(m3)__________________________________________________ (volfw)_______________________ 1.9807E+01 + Blanket_Volume_(m3)_____________________________________________________ (volblkt)_____________________ 1.1849E+03 + Shield_Volume_(m3)______________________________________________________ (volshld)_____________________ 7.8520E+02 + Vacuum_vessel_volume_(m3)_______________________________________________ (vdewin)______________________ 1.0178E+03 + First_Wall_Armour_Mass_(kg)_____________________________________________ (fw_armour_mass)______________ 1.1298E+05 OP + First_Wall_Mass,_excluding_armour_(kg)__________________________________ (fwmass)______________________ 1.5449E+05 OP + Blanket_Mass_-_Total(kg)________________________________________________ (whtblkt)_____________________ 2.9676E+06 OP + ____Blanket_Mass_-_TiBe12_(kg)__________________________________________ (whtbltibe12)_________________ 1.0042E+06 OP + ____Blanket_Mass_-_Li4SiO4_(kg)_________________________________________ (whtblli4sio4)________________ 1.0664E+06 OP + ____Blanket_Mass_-_Steel_(kg)___________________________________________ (whtblss)_____________________ 8.9696E+05 OP + Total_mass_of_armour,_first_wall_and_blanket_(kg)_______________________ (armour_fw_bl_mass)___________ 3.2350E+06 OP + Shield_Mass_(kg)________________________________________________________ (whtshld)_____________________ 2.4498E+06 OP + Vacuum_vessel_mass_(kg)_________________________________________________ (vvmass)______________________ 7.9388E+06 OP + Total_nuclear_heating_in_TF+PF_coils_(CS_is_negligible)_(MW)____________ (ptfnuc)______________________ 2.5118E-02 OP + Total_nuclear_heating_in_FW_(MW)________________________________________ (pnucfw)______________________ 1.6315E+02 OP + Total_nuclear_heating_in_the_blanket_(including_emult)_(MW)_____________ (pnucblkt)____________________ 1.2901E+03 OP + Total_nuclear_heating_in_the_shield_(MW)________________________________ (pnucshld)____________________ 1.4138E+00 OP + Total_nuclear_heating_in_the_divertor_(MW)______________________________ (pnucdiv)_____________________ 1.4906E+02 OP + Blanket_exponential_factor______________________________________________ (exp_blanket)_________________ 9.9936E-01 OP + Shield:_first_exponential_______________________________________________ (exp_shield1)_________________ 1.9523E-03 OP + Shield:_second_exponential______________________________________________ (exp_shield2)_________________ 2.5427E-01 OP + Solid_angle_fraction_taken_by_on_divertor_______________________________ (fdiv)________________________ 1.1500E-01 + Switch_for_plant_secondary_cycle________________________________________ (secondary_cycle)_____________ 2 + First_wall_coolant_pressure_(Pa)________________________________________ (fwpressure)__________________ 1.5500E+07 + Blanket_coolant_pressure_(Pa)___________________________________________ (blpressure)__________________ 1.5500E+07 + Allowable_nominal_neutron_fluence_at_first_wall_(MW.year/m2)____________ (abktflnc)____________________ 5.0000E+00 + No_of_inboard_blanket_modules_poloidally________________________________ (nblktmodpi)__________________ 7 + No_of_inboard_blanket_modules_toroidally________________________________ (nblktmodti)__________________ 32 + No_of_outboard_blanket_modules_poloidally_______________________________ (nblktmodpo)__________________ 8 + No_of_outboard_blanket_modules_toroidally_______________________________ (nblktmodto)__________________ 48 + Isentropic_efficiency_of_first_wall_/_blanket_coolant_pumps_____________ (etaiso)______________________ 9.0000E-01 + First_wall_area_(m2)____________________________________________________ (fwarea)______________________ 1.6044E+03 OP + Cryostat_internal_radius_(m)____________________________________________ (rdewex)______________________ 1.7798E+01 OP + Cryostat_internal_half-height_(m)_______________________________________ (zdewex)______________________ 1.5339E+01 OP + Vertical_clearance_from_TF_coil_to_cryostat_(m)_________________________ (clh1)________________________ 5.6044E+00 OP + Divertor_area_(m2)______________________________________________________ (divsur)______________________ 1.4879E+02 OP + Divertor_mass_(kg)______________________________________________________ (divmas)______________________ 3.6453E+04 OP + # Superconducting TF Coil Power Conversion # + TF_coil_current_(kA)____________________________________________________ (itfka)_______________________ 8.9795E+01 OP + Number_of_TF_coils______________________________________________________ (ntfc)________________________ 1.6000E+01 + Voltage_across_a_TF_coil_during_quench_(kV)_____________________________ (vtfskv)______________________ 9.1862E+00 OP + TF_coil_charge_time_(hours)_____________________________________________ (tchghr)______________________ 4.0000E+00 + Total_inductance_of_TF_coils_(H)________________________________________ (ltfth)_______________________ 3.0165E+01 OP + Total_resistance_of_TF_coils_(ohm)______________________________________ (rcoils)______________________ 0.0000E+00 OP + TF_coil_charging_voltage_(V)____________________________________________ (tfcv)________________________ 2.9268E+02 + Number_of_DC_circuit_breakers___________________________________________ (ntfbkr)______________________ 1.6000E+01 + Number_of_dump_resistors________________________________________________ (ndumpr)______________________ 6.4000E+01 + Resistance_per_dump_resistor_(ohm)______________________________________ (r1dump)______________________ 1.0230E-01 OP + Dump_resistor_peak_power_(MW)___________________________________________ (r1ppmw)______________________ 2.0622E+02 OP + Energy_supplied_per_dump_resistor_(MJ)__________________________________ (r1emj)_______________________ 1.9002E+03 OP + TF_coil_L/R_time_constant_(s)___________________________________________ (ttfsec)______________________ 1.8429E+01 OP + Power_supply_voltage_(V)________________________________________________ (tfpsv)_______________________ 3.0731E+02 OP + Power_supply_current_(kA)_______________________________________________ (tfpska)______________________ 9.4285E+01 OP + DC_power_supply_rating_(kW)_____________________________________________ (tfckw)_______________________ 2.8975E+04 OP + AC_power_for_charging_(kW)______________________________________________ (tfackw)______________________ 3.2194E+04 OP + TF_coil_resistive_power_(MW)____________________________________________ (rpower)______________________ 9.3902E+00 OP + TF_coil_inductive_power_(MVA)___________________________________________ (xpower)______________________ 1.6891E+01 OP + Aluminium_bus_current_density_(kA/cm2)__________________________________ (djmka)_______________________ 1.2500E-01 + Aluminium_bus_cross-sectional_area_(cm2)________________________________ (albusa)______________________ 7.1836E+02 OP + Total_length_of_TF_coil_bussing_(m)_____________________________________ (tfbusl)______________________ 3.1931E+03 OP + Aluminium_bus_weight_(tonnes)___________________________________________ (albuswt)_____________________ 6.1932E+02 OP + Total_TF_coil_bus_resistance_(ohm)______________________________________ (rtfbus)______________________ 1.1646E-03 OP + TF_coil_bus_voltage_drop_(V)____________________________________________ (vtfbus)______________________ 1.0457E+02 OP + Dump_resistor_floor_area_(m2)___________________________________________ (drarea)______________________ 4.9234E+03 OP + TF_coil_power_conversion_floor_space_(m2)_______________________________ (tfcfsp)______________________ 1.8228E+03 OP + TF_coil_power_conv._building_volume_(m3)________________________________ (tfcbv)_______________________ 1.0937E+04 OP + TF_coil_AC_inductive_power_demand_(MW)__________________________________ (xpwrmw)______________________ 1.8768E+01 OP + Total_steady_state_AC_power_demand_(MW)_________________________________ (tfacpd)______________________ 1.0434E+01 OP + # PF Coils and Central Solenoid: Power and Energy # + Number_of_PF_coil_circuits______________________________________________ (pfckts)______________________ 1.2000E+01 + Sum_of_PF_power_supply_ratings_(MVA)____________________________________ (spsmva)______________________ 3.0313E+02 OP + Total_PF_coil_circuit_bus_length_(m)____________________________________ (spfbusl)_____________________ 2.4480E+03 OP + Total_PF_coil_bus_resistive_power_(kW)__________________________________ (pfbuspwr)____________________ 9.6485E+02 OP + Total_PF_coil_resistive_power_(kW)______________________________________ (srcktpm)_____________________ 9.6485E+02 OP + Maximum_PF_coil_voltage_(kV)____________________________________________ (vpfskv)______________________ 2.0000E+01 + Efficiency_of_transfer_of_PF_stored_energy_into_or_out_of_storage_______ (etapsu)______________________ 9.0000E-01 + Maximum_stored_energy_in_poloidal_field_(MJ)____________________________ (ensxpfm)_____________________ 2.8804E+04 OP + Peak_absolute_rate_of_change_of_stored_energy_in_poloidal_field_(MW)____ (peakpoloidalpower)___________ 1.7319E+02 OP + # Vacuum System # + First_wall_outgassing_rate_(Pa_m/s)_____________________________________ (rat)_________________________ 1.3000E-08 + Total_outgassing_load_(Pa_m3/s)_________________________________________ (ogas)________________________ 1.6691E-04 OP + Base_pressure_required_(Pa)_____________________________________________ (pbase)_______________________ 5.0000E-04 + Required_N2_pump_speed_(m3/s)___________________________________________ (s(1))________________________ 3.3381E-01 OP + N2_pump_speed_provided_(m3/s)___________________________________________ (snet(1))_____________________ 2.3404E+01 OP + Plasma_chamber_volume_(m3)______________________________________________ (volume)______________________ 2.2588E+03 OP + Chamber_pressure_after_burn_(Pa)________________________________________ (pend)________________________ 1.6698E-01 OP + Chamber_pressure_before_burn_(Pa)_______________________________________ (pstart)______________________ 1.6698E-03 + Allowable_pumping_time_switch___________________________________________ (dwell_pump)__________________ 0 + Dwell_time_between_burns_(s)____________________________________________ (tdwell.)_____________________ 1.8000E+03 + CS_ramp-up_time_burns_(s)_______________________________________________ (tramp.)______________________ 5.0000E+02 + Allowable_pumping_time_between_burns_(s)________________________________ (tpump)_______________________ 1.8000E+03 + Required_D-T_pump_speed_(m3/s)__________________________________________ (s(2))________________________ 5.7790E+00 OP + D-T_pump_speed_provided_(m3/s)__________________________________________ (snet(2))_____________________ 5.6700E+01 OP + Divertor_chamber_gas_pressure_(Pa)______________________________________ (prdiv)_______________________ 3.6000E-01 + Helium_gas_fraction_in_divertor_chamber_________________________________ (fhe)_________________________ 1.7218E-01 OP + Required_helium_pump_speed_(m3/s)_______________________________________ (s(3))________________________ 3.8423E+01 OP + Helium_pump_speed_provided_(m3/s)_______________________________________ (snet(3))_____________________ 3.8423E+01 OP + D-T_fuelling_rate_(kg/s)________________________________________________ (frate)_______________________ 2.7747E-05 OP + Required_D-T_pump_speed_(m3/s)__________________________________________ (s(4))________________________ 3.8423E+01 OP + D-T_pump_speed_provided_(m3/s)__________________________________________ (snet(4))_____________________ 5.6700E+01 OP + Number_of_large_pump_ducts______________________________________________ (nduct)_______________________ 16 + Passage_diameter,_divertor_to_ducts_(m)_________________________________ (d(imax))_____________________ 4.7857E-01 OP + Passage_length_(m)______________________________________________________ (l1)__________________________ 1.7160E+00 OP + Diameter_of_ducts_(m)___________________________________________________ (dout)________________________ 5.7428E-01 OP + Duct_length,_divertor_to_elbow_(m)______________________________________ (l2)__________________________ 4.8000E+00 OP + Duct_length,_elbow_to_pumps_(m)_________________________________________ (l3)__________________________ 2.0000E+00 + Number_of_pumps_________________________________________________________ (pumpn)_______________________ 3.2000E+01 OP + # Plant Buildings System # + Internal_volume_of_reactor_building_(m3)________________________________ (vrci)________________________ 9.9708E+05 + Dist_from_centre_of_torus_to_bldg_wall_(m)______________________________ (wrbi)________________________ 3.9531E+01 + Effective_floor_area_(m2)_______________________________________________ (efloor)______________________ 3.3660E+05 + Reactor_building_volume_(m3)____________________________________________ (rbv)_________________________ 1.1310E+06 + Reactor_maintenance_building_volume_(m3)________________________________ (rmbv)________________________ 3.9641E+05 + Warmshop_volume_(m3)____________________________________________________ (wsv)_________________________ 1.2531E+05 + Tritium_building_volume_(m3)____________________________________________ (triv)________________________ 4.0000E+04 + Electrical_building_volume_(m3)_________________________________________ (elev)________________________ 5.1937E+04 + Control_building_volume_(m3)____________________________________________ (conv)________________________ 6.0000E+04 + Cryogenics_building_volume_(m3)_________________________________________ (cryv)________________________ 1.4976E+04 + Administration_building_volume_(m3)_____________________________________ (admv)________________________ 1.0000E+05 + Shops_volume_(m3)_______________________________________________________ (shov)________________________ 1.0000E+05 + Total_volume_of_nuclear_buildings_(m3)__________________________________ (volnucb)_____________________ 1.5738E+06 + # Electric Power Requirements # + Facility_base_load_(MW)_________________________________________________ (basemw)______________________ 5.0000E+00 + Divertor_coil_power_supplies_(MW)_______________________________________ (bdvmw)_______________________ 0.0000E+00 + Cryoplant_electric_power_(MW)___________________________________________ (crymw)_______________________ 3.6566E+01 OP + Primary_coolant_pumps_(MW)______________________________________________ (htpmw..)_____________________ 1.9053E+02 OP + PF_coil_power_supplies_(MW)_____________________________________________ (ppfmw)_______________________ 8.5511E+01 OP + TF_coil_power_supplies_(MW)_____________________________________________ (ptfmw)_______________________ 1.0434E+01 OP + Plasma_heating_supplies_(MW)____________________________________________ (pheatingmw)__________________ 1.6029E+02 OP + Tritium_processing_(MW)_________________________________________________ (trithtmw..)__________________ 1.5000E+01 + Vacuum_pumps__(MW)______________________________________________________ (vachtmw..)___________________ 5.0000E-01 + Total_pulsed_power_(MW)_________________________________________________ (pacpmw)______________________ 5.5432E+02 OP + Total_base_power_required_at_all_times_(MW)_____________________________ (fcsht)_______________________ 5.5490E+01 OP + # Cryogenics # + Conduction_and_radiation_heat_loads_on_cryogenic_components_(MW)________ (qss/1.0d6)___________________ 1.4779E-02 OP + Nuclear_heating_of_cryogenic_components_(MW)____________________________ (qnuc/1.0d6)__________________ 1.3000E-02 OP + AC_losses_in_cryogenic_components_(MW)__________________________________ (qac/1.0d6)___________________ 3.8170E-03 OP + Resistive_losses_in_current_leads_(MW)__________________________________ (qcl/1.0d6)___________________ 1.9539E-02 OP + 45%_allowance_for_heat_loads_in_transfer_lines,_storage_tanks_etc_(MW)__ (qmisc/1.0d6)_________________ 2.3011E-02 OP + Sum_=_Total_heat_removal_at_cryogenic_temperatures_(tfcoil_variables.tmp (helpow_+_helpow_cryal/1.0d6)_ 7.4146E-02 OP + Temperature_of_cryogenic_superconducting_components_(K)_________________ (tmpcry)______________________ 4.5000E+00 + Temperature_of_cryogenic_aluminium_components_(K)_______________________ (tcoolin)_____________________ 3.1315E+02 + Efficiency_(figure_of_merit)_of_cryogenic_plant_is_13%_of_ideal_Carnot_v ______________________________ 2.0277E-03 OP + Efficiency_(figure_of_merit)_of_cryogenic_aluminium_plant_is_40%_of_idea ______________________________ -2.0203E+00 OP + Electric_power_for_cryogenic_plant_(MW)_________________________________ (crypmw)______________________ 3.6566E+01 OP + # Plant Power / Heat Transport Balance # + Neutron_power_multiplication_in_blanket_________________________________ (emult)_______________________ 1.2690E+00 + Divertor_area_fraction_of_whole_toroid_surface__________________________ (fdiv)________________________ 1.1500E-01 + H/CD_apparatus_+_diagnostics_area_fraction______________________________ (fhcd)________________________ 0.0000E+00 + First_wall_area_fraction________________________________________________ (1-fdiv-fhcd)_________________ 8.8500E-01 + Switch_for_pumping_of_primary_coolant___________________________________ (primary_pumping)_____________ 3 + Mechanical_pumping_power_for_FW_cooling_loop_including_heat_exchanger_(M (htpmw_fw)____________________ 0.0000E+00 OP + Mechanical_pumping_power_for_blanket_cooling_loop_including_heat_exchang (htpmw_blkt)__________________ 0.0000E+00 OP + Mechanical_pumping_power_for_FW_and_blanket_cooling_loop_including_heat_ (htpmw_fw_blkt)_______________ 1.6407E+02 OP + Mechanical_pumping_power_for_divertor_(MW)______________________________ (htpmw_div)___________________ 1.6906E+00 OP + Mechanical_pumping_power_for_shield_and_vacuum_vessel_(MW)______________ (htpmw_shld)__________________ 7.0688E-03 OP + Electrical_pumping_power_for_FW_and_blanket_(MW)________________________ (htpmwe_fw_blkt)______________ 1.8858E+02 OP + Electrical_pumping_power_for_shield_(MW)________________________________ (htpmwe_shld)_________________ 8.1250E-03 OP + Electrical_pumping_power_for_divertor_(MW)______________________________ (htpmwe_div)__________________ 1.9433E+00 OP + Total_electrical_pumping_power_for_primary_coolant_(MW)_________________ (htpmw)_______________________ 1.9053E+02 OP + Coolant_pump_power_/_non-pumping_thermal_power_in_shield________________ (fpumpshld)___________________ 5.0000E-03 + Coolant_pump_power_/_non-pumping_thermal_power_in_divertor______________ (fpumpdiv)____________________ 5.0000E-03 + Electrical_efficiency_of_heat_transport_coolant_pumps___________________ (etahtp)______________________ 8.7000E-01 + Thermal_to_electric_conversion_efficiency_of_the_power_conversion_cycle_ (etath)_______________________ 4.0000E-01 + Fraction_of_total_high-grade_thermal_power_to_divertor__________________ (pdivfraction)________________ 1.5623E-01 + Total_power_leaving_reactor_(across_vacuum_vessel_boundary)_(MW)________ ______________________________ 2.0111E+03 + Heat_removal_from_cryogenic_plant_(MW)__________________________________ (crypmw)______________________ 3.6566E+01 + Heat_removal_from_facilities_(MW)_______________________________________ (fachtmw)_____________________ 5.5490E+01 + Coolant_pumping_efficiency_losses_(MW)__________________________________ (htpsecmw)____________________ 2.4769E+01 + Heat_removal_from_injection_power_(MW)__________________________________ (pinjht)______________________ 8.0143E+01 + Heat_removal_from_tritium_plant_(MW)____________________________________ (trithtmw)____________________ 1.5000E+01 + Heat_removal_from_vacuum_pumps_(MW)_____________________________________ (vachtmw)_____________________ 5.0000E-01 + TF_coil_resistive_power_(MW)____________________________________________ (tfcmw)_______________________ 0.0000E+00 + Total_low-grade_thermal_power_(MW)______________________________________ (psechtmw)____________________ 2.2417E+02 + Total_High-grade_thermal_power_(MW)_____________________________________ (pthermmw)____________________ 2.1751E+03 + Number_of_primary_heat_exchangers_______________________________________ (nphx)________________________ 3 OP + Transport_power_from_scaling_law_(MW)___________________________________ (pscalingmw)__________________ 2.9785E+02 + Radiation_power_from_inside_"coreradius"_(MW)___________________________ (pcoreradmw.)_________________ 9.1650E+01 + Total_(MW)______________________________________________________________ ______________________________ 3.8950E+02 + Alpha_power_deposited_in_plasma_(MW)____________________________________ (falpha*palpmw)_______________ 3.0746E+02 + Power_from_charged_products_of_DD_and/or_D-He3_fusion_(MW)______________ (pchargemw.)__________________ 1.2659E+00 + Ohmic_heating_(MW)______________________________________________________ (pohmmw.)_____________________ 6.2284E-01 + Injected_power_deposited_in_plasma_(MW)_________________________________ (pinjmw)______________________ 8.0143E+01 + Total_(MW)______________________________________________________________ ______________________________ 3.8950E+02 + Fusion_power_(MW)_______________________________________________________ (powfmw)______________________ 1.6202E+03 + Power_from_energy_multiplication_in_blanket_and_shield_(MW)_____________ (emultmw)_____________________ 3.0836E+02 + Injected_power_(MW)_____________________________________________________ (pinjmw.)_____________________ 8.0143E+01 + Ohmic_power_(MW)________________________________________________________ (pohmmw.)_____________________ 6.2284E-01 + Power_deposited_in_primary_coolant_by_pump_(MW)_________________________ (htpmw_mech)__________________ 1.6576E+02 + Total_(MW)______________________________________________________________ ______________________________ 2.1751E+03 + Heat_extracted_from_first_wall_and_blanket_(MW)_________________________ (pthermfw_blkt)_______________ 1.8339E+03 + Heat_extracted_from_shield__(MW)________________________________________ (pthermshld)__________________ 1.4208E+00 + Heat_extracted_from_divertor_(MW)_______________________________________ (pthermdiv)___________________ 3.3982E+02 + Nuclear_and_photon_power_lost_to_H/CD_system_(MW)_______________________ (psechcd)_____________________ 0.0000E+00 + Nuclear_power_lost_to_TF_(MW)___________________________________________ (ptfnuc)______________________ 2.5118E-02 + Total_(MW)______________________________________________________________ ______________________________ 2.1752E+03 + Net_electric_power_output(MW)___________________________________________ (pnetelmw.)___________________ 4.0001E+02 + Required_Net_electric_power_output(MW)__________________________________ (pnetelin)____________________ 4.0000E+02 + Electric_power_for_heating_and_current_drive_(MW)_______________________ (pinjwp)______________________ 1.6029E+02 + Electric_power_for_primary_coolant_pumps_(MW)___________________________ (htpmw)_______________________ 1.9053E+02 + Electric_power_for_vacuum_pumps_(MW)____________________________________ (vachtmw)_____________________ 5.0000E-01 + Electric_power_for_tritium_plant_(MW)___________________________________ (trithtmw)____________________ 1.5000E+01 + Electric_power_for_cryoplant_(MW)_______________________________________ (crypmw)______________________ 3.6566E+01 + Electric_power_for_TF_coils_(MW)________________________________________ (tfacpd)______________________ 1.0434E+01 + Electric_power_for_PF_coils_(MW)________________________________________ (pfwpmw)______________________ 1.2422E+00 + All_other_internal_electric_power_requirements_(MW)_____________________ (fachtmw)_____________________ 5.5490E+01 + Total_(MW)______________________________________________________________ (tot_plant_power)_____________ 8.7006E+02 + Total_(MW)______________________________________________________________ ______________________________ 8.7006E+02 + Gross_electrical_output*_(MW)___________________________________________ (pgrossmw)____________________ 8.7006E+02 + Fusion_power_(MW)_______________________________________________________ (powfmw)______________________ 1.6202E+03 + Power_from_energy_multiplication_in_blanket_and_shield_(MW)_____________ (emultmw)_____________________ 3.0836E+02 + Total_(MW)______________________________________________________________ ______________________________ 1.9285E+03 + Net_electrical_output_(MW) _____________________________________________ (pnetelmw)____________________ 4.0001E+02 + Heat_rejected_by_main_power_conversion_circuit_(MW)_____________________ (rejected_main)_______________ 1.3051E+03 + Heat_rejected_by_other_cooling_circuits_(MW)____________________________ (psechtmw)____________________ 2.2417E+02 + Total_(MW)______________________________________________________________ ______________________________ 1.9293E+03 + Net_electric_power_/_total_nuclear_power_(%)____________________________ (pnetelmw/(powfmw+emultmw)____ 2.0741E+01 + Net_electric_power_/_total_fusion_power_(%)_____________________________ (pnetelmw/powfmw)_____________ 2.4689E+01 + Gross_electric_power*_/_high_grade_heat_(%)_____________________________ (etath)_______________________ 4.0000E+01 + Recirculating_power_fraction____________________________________________ (cirpowfr)____________________ 5.4025E-01 + # Water usage during plant operation (secondary cooling) # + Volume_used_in_cooling_tower_(m3/day)___________________________________ (waterusetower)_______________ 5.5485E+04 OP + Volume_used_in_recirculating_water_system_(m3/day)______________________ (wateruserecirc)______________ 1.8617E+04 OP + Volume_used_in_once-through_water_system_(m3/day)_______________________ (wateruseonethru)_____________ 1.8244E+06 OP + # Errors and Warnings # + # Errors and Warnings # + PROCESS_error_status_flag_______________________________________________ (error_status)________________ 2 + Final_error_identifier__________________________________________________ (error_id)____________________ 244 + # End of PROCESS Output # + # End of PROCESS Output # + # Copy of PROCESS Input Follows # +************************************************************************************************************************ +***** ***** +***** Generic large tokamak file ***** +***** James Morris, UKAEA ***** +***** 28/06/23 ***** +***** ***** +************************************************************************* + +* Run Information * +******************* + +runtitle = Generic large tokamak + +* Figure of merit - minimise major radius +minmax = 1 + +* Error tolerance for VMCON +epsvmc = 1e-7 + +* Constraint Equations - Consistency Equations * +************************************************ + +* Beta consistency * +*------------------* +icc = 1 +ixc = 5 * beta +beta = 0.03 + +* Global power balance * +*----------------------* +icc = 2 + +* Radial build consistency * +*--------------------------* +icc = 11 + +* Constraint Equations - Limit Equations * +****************************************** + +* Density upper limit * +*---------------------* +icc = 5 +ixc = 6 * dene [m-3] +fdene = 1.2 +dene = 7.5E19 + +* Neutron wall load upper limit * +*-------------------------------* +icc = 8 +ixc = 14 * fwalld +fwalld = 1.0 +* wall load limit [MW/m2] +walalw = 2.0 + +* Fusion power upper limit * +*--------------------------* + +icc = 9 +ixc = 26 * ffuspow +* Maximum allowable value fusion power [MW] +powfmax = 3000 + +* Burn time lower limit * +*-----------------------* +icc = 13 +ixc = 21 * ftburn +* minimum burn time [s] +tbrnmn = 7200.0 + +* L-H threshold scaling * +*-----------------------* +icc = 15 +ixc = 103 * flhthresh +boundu(103) = 10.0 + +* Injection power upper limit * +*-----------------------------* +icc = 30 +ixc = 46 * fpinj +* Maximum allowable value for injected power [MW] +pinjalw = 200.0 + +* Net electric power lower limit * +*--------------------------------* +icc = 16 +ixc = 25 * fpnetel +* Minimum allowable value for net eletric power [MW] +pnetelin = 400.0 + +* Beta upper limit * +*------------------* +icc = 24 +ixc = 36 * fbetatry +fbetatry = 0.5 + +* Max TF field * +*--------------* +icc = 25 +ixc = 35 * fpeakb +* Maximum allowable value for toroidal magnetic field [T] +bmxlim = 14.0 + +* Central solenoid EOF current density upper limit * +*--------------------------------------------------* +icc = 26 +ixc = 37 * coheof [A/m2] +ixc = 38 * fjohc +boundu(38) = 1.0 +coheof = 1.5E7 +fjohc = 0.6 + +* Central solenoid BOP current density upper limit * +*--------------------------------------------------* +icc = 27 +ixc = 39 * fjohc0 +ixc = 41 * fcohbop +boundu(39) = 1.0 +fjohc0 = 0.6 +fcohbop = 0.9 + +* I_op/I_Crit TF coil limit * +*---------------------------* +icc = 33 +ixc = 50 * fiooic +boundu(50) = 1.0 +fiooic = 0.65 + +* Dump voltage upper limit * +*--------------------------* +icc = 34 +ixc = 51 * fvdump +ixc = 52 * vdalw [kV] +boundu(52) = 10.0 +fvdump = 1.0 +vdalw = 10.0 + +* J_winding pack protection * +*---------------------------* +icc = 35 +ixc = 53 * fjprot +fjprot = 1.0 + +* TF temp marg lower limit * +*--------------------------* +icc = 36 +ixc = 54 * ftmargtf +* Minimum allowable temperature margin [K] +tmargmin = 1.5 + +* CS coil temp margin lower limit * +*---------------------------------* +icc = 60 +ixc = 106 * ftmargoh +tmargmin_cs = 1.5 + +* Lower limit on taup/taueff (ratio alpha particle/energy confinement times) * +*-------------------------------------------------------------------------------* +icc = 62 +ixc = 110 * ftaulimit +taulimit = 5.0 + +* dump time constraint for VV stresses * +*--------------------------------------* +icc = 65 +ixc = 113 * fmaxvvstress +fmaxvvstress = 1.0 + +* CS stress limit * +*-----------------* +icc = 72 +ixc = 123 * foh_stress +foh_stress = 1.0 +* allowable hoop stress in Central Solenoid structural material [Pa] +alstroh = 7.5D8 + +* neped" + "
" ] }, "metadata": {}, @@ -176,7 +167,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -297,15 +288,15 @@ "[2 rows x 93 columns]" ] }, - "execution_count": 8, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", 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" + "
" ] }, "metadata": {}, @@ -336,7 +327,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -457,15 +448,15 @@ "[2 rows x 93 columns]" ] }, - "execution_count": 9, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" + "
" ] }, "metadata": {}, @@ -493,7 +484,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -642,15 +633,15 @@ "[3 rows x 93 columns]" ] }, - "execution_count": 10, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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" ] }, "metadata": {}, @@ -671,6 +662,226 @@ " normalising_tag=\"large tokamak 1\",\n", ")" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## RMS Errors\n", + "\n", + "Plot RMS errors of multiple solutions relative to a reference solution." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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tagobjf_namenorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...itvar041_namexcm041itvar042_namexcm042itvar043_namexcm043itvar044_namexcm044itvar045_namexcm045
0large tokamak 1major radius1.60beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
1large tokamak 2major radius1.63beta1.3216dene1.0756fwalld0.51758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.1083
2large tokamak 3major radius1.50beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
3large tokamak 4major radius1.52beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
\n", + "

4 rows × 93 columns

\n", + "
" + ], + "text/plain": [ + " tag objf_name norm_objf itvar001_name xcm001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", + "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", + "2 large tokamak 3 major radius 1.50 beta 1.1216 \n", + "3 large tokamak 4 major radius 1.52 beta 1.1216 \n", + "\n", + " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", + "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", + "2 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "3 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "\n", + " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", + "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "2 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "3 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "\n", + " itvar044_name xcm044 itvar045_name xcm045 \n", + "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", + "2 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "3 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "\n", + "[4 rows x 93 columns]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "runs_metadata = [\n", + " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", + " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", + " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", + " RunMetadata(data_dir / \"large_tokamak_4_MFILE.DAT\", \"large tokamak 4\"),\n", + "]\n", + "\n", + "plot_mfile_solutions(\n", + " runs_metadata,\n", + " \"3 large tokamak solutions, normalised by large tokamak 1, with RMS errors\",\n", + " normalise=True,\n", + " normalising_tag=\"large tokamak 1\",\n", + " rmse=True,\n", + ")" + ] } ], "metadata": { diff --git a/process/io/plot_solutions.py b/process/io/plot_solutions.py index 94d2863e0d..e88bd2717c 100644 --- a/process/io/plot_solutions.py +++ b/process/io/plot_solutions.py @@ -12,6 +12,7 @@ from pathlib import Path import pandas as pd +import numpy as np import matplotlib.pyplot as plt import logging import seaborn as sns @@ -49,6 +50,7 @@ def plot_mfile_solutions( plot_title: str, normalise: Optional[bool] = False, normalising_tag: Optional[str] = None, + rmse: Optional[bool] = False, ) -> pd.DataFrame: """Plot multiple solutions, optionally normalised by a given solution. @@ -60,6 +62,8 @@ def plot_mfile_solutions( :type normalise: Optional[bool], optional :param normalising_tag: tag for solution to normalise with, defaults to None :type normalising_tag: str, optional + :param rmse: plot RMS errors relative to reference solution, defaults to False + :type rmse: bool, optional """ # TODO Should return ax too? # Create dataframe from runs metadata: mfile data with a tag for each run @@ -74,13 +78,21 @@ def plot_mfile_solutions( filtered_results_df, normalising_tag=normalising_tag ) else: - # Don't perform any processing of results + # Don't perform any processing of optimisation parameters plot_results_df = filtered_results_df + if rmse: + # Calcualte RMS errors relative to normalising tag solution + rmse_df = _rms_errors(results_df=results_df, normalising_tag=normalising_tag) + else: + # Don't plot RMS errors + rmse_df = None + _plot_solutions( plot_results_df, plot_title=plot_title, normalise=normalise, + rmse_df=rmse_df, normalising_tag=normalising_tag, ) @@ -244,7 +256,11 @@ def _filter_vars_of_interest( def _plot_solutions( - diffs_df: pd.DataFrame, plot_title: str, normalise: bool, normalising_tag: str + diffs_df: pd.DataFrame, + plot_title: str, + normalise: bool, + normalising_tag: str, + rmse_df: pd.DataFrame, ): """Plot multiple solutions, optionally normalised by a given solution. @@ -256,6 +272,8 @@ def _plot_solutions( :type normalise: bool :param normalising_tag: tag for normalising solution :type normalising_tag: str + :param rmse_df: RMS errors relative to reference solution + :type rmse_df: pd.DataFrame """ # Separate optimisation parameters and objective dfs opt_params_df = diffs_df.filter( @@ -296,7 +314,12 @@ def _plot_solutions( ) # Separate optimisation parameters and objective function subplots - fig, ax = plt.subplots(ncols=2, width_ratios=[7, 1]) + # Include space for RMS errors or not + if rmse_df is not None: + fig, ax = plt.subplots(ncols=3, width_ratios=[8, 1, 1]) + else: + fig, ax = plt.subplots(ncols=2, width_ratios=[8, 1]) + fig.set_size_inches(10, 6) fig.suptitle(plot_title) # Strip plot for optimisation parameters @@ -344,5 +367,55 @@ def _plot_solutions( ax[1].set_xlabel("Objective\nfunction") + if rmse_df is not None: + rmse_df_melt = rmse_df.melt(id_vars=TAG) + sns.stripplot( + data=rmse_df_melt, + x="variable", + y="value", + hue=TAG, + jitter=True, + ax=ax[2], + ) + ax[2].set_ylabel("") + ax[2].set_xlabel("RMS error") + ax[2].get_legend().remove() + # TODO Make colours consistent + # Ensure title doesn't overlap plots fig.tight_layout() + + +def _rms_errors( + results_df: pd.DataFrame, normalising_tag: Optional[str] = None +) -> pd.DataFrame: + """Calculate RMS errors between different solutions. + + Summarise solution differences in single number. + :param results_df: df containing multiple solutions + :type results_df: pandas.DataFrame + :param normalising_tag: tag to calculate percentage changes against, defaults to None + :type normalising_tag: str, optional + :return: RMS errors for each solution + :rtype: pandas.DataFrame + """ + normalising_soln, non_normalising_solns = _separate_norm_solution( + results_df, normalising_tag + ) + # Reference solution to calculate RMS errors against + ref_soln_opt_params = _filter_opt_params(normalising_soln) + # Solutions that need RMS errors calculating + solns_opt_params_to_rms = _filter_opt_params(non_normalising_solns) + + ref_soln_opt_params_np = ref_soln_opt_params.to_numpy() + solns_opt_params_to_rms_np = solns_opt_params_to_rms.to_numpy() + + rmses = np.sqrt( + np.mean((solns_opt_params_to_rms_np - ref_soln_opt_params_np) ** 2, axis=1) + ) + + # Create df of tags and rmses + tag_series = non_normalising_solns["tag"].reset_index(drop=True) + rmse_series = pd.Series(rmses, name="rmse") + rmse_df = pd.concat([tag_series, rmse_series], axis=1) + return rmse_df From 5e48d131fcdbe19a70d0cb32d257d87e963f43c8 Mon Sep 17 00:00:00 2001 From: Jonathan Maddock <78556175+jonmaddock@users.noreply.github.com> Date: Wed, 6 Mar 2024 12:08:14 +0000 Subject: [PATCH 04/13] Ensure legend is matched in RMS error plot --- examples/plot_solutions.ipynb | 45 +++++++++++++++++++++-------------- process/io/plot_solutions.py | 27 +++++++++++++-------- 2 files changed, 44 insertions(+), 28 deletions(-) diff --git a/examples/plot_solutions.ipynb b/examples/plot_solutions.ipynb index ff138d4396..66970fc62b 100644 --- a/examples/plot_solutions.ipynb +++ b/examples/plot_solutions.ipynb @@ -12,9 +12,18 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 36, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], "source": [ "# Reload Process each time (keep editable install up-to-date)\n", "%load_ext autoreload\n", @@ -35,7 +44,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 37, "metadata": {}, "outputs": [ { @@ -128,7 +137,7 @@ "[1 rows x 93 columns]" ] }, - "execution_count": 2, + "execution_count": 37, "metadata": {}, "output_type": "execute_result" }, @@ -167,7 +176,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 38, "metadata": {}, "outputs": [ { @@ -288,13 +297,13 @@ "[2 rows x 93 columns]" ] }, - "execution_count": 3, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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kO74/6fnss8+YNWsWnTp1omzZsly7do1PPvkEX19f2rVrZ/PxRETkAeCoac1FRCRnadKkiQFk+Lib9JbwWrFihVG9enXDw8PDCA4ONiZNmmTMmTMnzXJTQUFBRvv27dM9bnR0tNG+fXvD09PTKFy4sPHqq68aS5YsMQDj119/teq7a9cuo3PnzkbBggUNd3d3IygoyOjatauxZs2au+b/9ttvjcqVKxsuLi5ploj66quvjNDQUMPd3d3w9/c3evToYZw6dcpq/38uhXXbhQsXjMqVKxvFihUzDh8+bBiGYcyePdsoV66c4e7ublSsWNGYO3duuu8dYLzwwgtWbbeXr/r3slm3l7tavHixpW3//v1Gy5YtDW9vb6NQoUJG//79jT/++CPNuWU2979duHDBeOGFF4yKFSsaXl5ehp+fn1GvXj3j66+/TtP3gw8+MCpWrGi4uroaRYsWNQYMGGBcvnw5zfv3zyW8DMMw/vrrL+Oxxx4z8uXLZxQoUMB47rnnjL1796Y5h5SUFOPFF180ChcubJhMJqv3kn8t4WUYhrFz506jTZs2hre3t5EvXz6jWbNmxpYtW6z63F7C699Lc/17abGdO3ca3bp1M0qVKmW4u7sbRYoUMR555BFj+/bt6b5vIiLy4DMZRjozrYiIiORg06ZNY/DgwZw6dYrAwEBHxxERERGxUJEtIiI52o0bN6xmHr958yahoaGkpqZy6NAhByYTERERSUv3ZIuISI7WuXNnSpUqRc2aNbl69SoLFizgzz//ZOHChY6OJiIiIpKGimwREcnR2rRpw6effsrChQtJTU2lcuXKLFq0iCeeeMLR0URERETS0HBxERERERERETvROtkiIiIiIiIidqIiW0RERERERMROVGSLiIiIiIiI2ImKbBERERERERE7UZEtIiIiIiIiYicqskVERERERETsREW2iIiIiIiIiJ2oyBYRERERERGxExXZIiIiIiIiInaiIltERERERETETlRki4iIiIiIiNiJimwRERERERERO1GRLSIiIiIiImInKrJFRERERERE7ERFtoiIiIiIiIidqMgWERERERERsRMXRwfIbmazmTNnzuDj44PJZHJ0HBERERGRPMEwDK5du0bx4sVxctK1vvuluiZ72fLzm+eK7DNnzlCyZElHxxARERERyZNOnjxJiRIlHB0j11Nd4xiZ+fnNc0W2j48PcOvN8fX1TbdPcnIyP/30E61bt8bV1dXm13D0/spgn/1zQoYH4RxyQoYH4RxyQoYH4RxyQoYH4RxyQgadgzLYa39lsM/+mTlGXFwcJUuWtPw9LvcnM3WN2I8tP795rsi+PZTC19f3jkV2vnz58PX1vedfUo7cXxnss39OyPAgnENOyPAgnENOyPAgnENOyPAgnENOyKBzUAZ77a8M9tnflmNoaLN9ZKauEfvLzM+vboYQERERERERsRMV2SIiIiIiIiJ2oiJbRERERERExE7y3D3ZIiIiIg+q1NRUkpOTM90/OTkZFxcXbt68SWpq6j295v0ew9H7K4N99heRv6nIFhEREcnlDMMgNjaWK1eu2LxfsWLFOHny5D1PRnW/x3D0/spgn/1vH8PHxwfDMO5pf5EHhYpsERERkVzu/PnzXLt2jSJFipAvX75MF0lms5n4+Hi8vb1xcrq3uwjv9xiO3l8Z7LO/YRjEx8eTmJjI+fPntQ625GkqskVERERyMZPJRFxcHEWLFqVgwYI27Ws2m0lKSsLDw+O+isP7OYaj91cG++wP4O7uzs2bN4mLiyM1NRVnZ+d7Oo5IbqeJz0RERERysduFTL58+RycRATc3NwAbJobQORBoyJbRERE5AFwr/fRitiTfg5FVGSLiIiIiIM0bdqUwYMHOzqG3ZlMJpYvX+7oGGnMmzeP/PnzOzqGyANPRbaIiIiISDpyarGcnZYuXUrr1q0pWLAgJpOJqKgoR0cSyfFUZIuIiIhIrmQYBikpKY6O8UBLSEjgoYceYtKkSY6OkiU2bNhAREQExYsXz/SHKomJiYwYMYKgoCDc3d0JDg5mzpw5lu1Lly4lLCyM/Pnz4+XlRc2aNZk/f77VMQzDYNSoUQQEBODp6UnLli05fPiwvU9PHERFtmSJ5POHOfr1cPLt+5xV38zh9KV4R0cSERGRu0g1G2w9epFvo06z9ehFUs3Zu97x/PnzCQsLw8fHh2LFitG9e3fOnz9v2b5u3TpMJhM//PADtWvXxt3dnU2bNnHt2jWeeuopvLy8CAgI4L333qNp06a88sorln0TExMZOnQogYGBeHl5Ua9ePdatW5dhluDgYAA6deqEyWSyPAf48MMPKVu2LG5ublSoUCFNAfVvo0ePJiAggN27dwPwxhtvUL58efLly0eZMmUYOXKk1URhY8aMoWbNmsyZM4dSpUrh7e3NwIEDSU1NZfLkyRQrVowiRYowfvx4q9eZOXMmNWrUwMvLi5IlSzJw4EDi4zP+G+yvv/4iLCyMTp06kZiYmG6fnj17MmrUKFq2bHnHc8ytEhISqFGjBjNnzsz0Pl27dmXNmjXMnj2bgwcP8uWXX1KhQgXLdn9/f0aMGMHWrVvZvXs3ffv2pW/fvvz444+WPpMnT2bGjBl89NFH/Pbbb3h5edGmTRtu3rxp1/PLdqkpsP9b+H4I/DIeLkU7OpFDaAkvsbuk3UtxWvoMFUmlIsDBn/nlz6843uMLGpUv5uh4IiIiko7Ve2MZ+91+Yq/+/Ud+gJ8HoyMq07ZqQLZkSE5OZty4cVSoUIHz588zZMgQ+vTpw6pVq6z6DRs2jClTplCmTBn8/Px49dVX2bJlCytWrKBo0aKMGjWKnTt3UrNmTcs+gwYNYv/+/SxatIjixYuzbNky2rZty549eyhbtmyaLNu2baNIkSLMnTuXtm3bWmZxX7ZsGS+//DLTpk2jZcuWfP/99zz99NP4+/vTvn17q2MYhsFLL73E999/z8aNGwkJCQHAx8eHefPmUbx4cfbs2UP//v3x9vbmueees+x79OhRfvjhB1avXs3Ro0d5/PHHiY6Opnz58qxfv54tW7bQr18/WrZsSb169QBwcnJi2rRplC1blujoaAYOHMjrr7/OrFmz0pzfyZMnadWqFfXr12f27NmYTKYMC+0HWXh4OOHh4Znuv3r1atavX090dDT+/v4AVh/AwK25Bv7p5Zdf5rPPPmPTpk20adMGwzCYNm0ab775Jo8++igAn3/+OUWLFmX58uU8+eST93VODpOaDF90haO//N22eRp0+QwqtnNYLEfQlWyxr5REUr8bggupVs3NTTv4Zcn/MIzs/URcRERE7m713rMMWLDTqsAGOHv1JgMW7GT13thsydGvXz/Cw8MpU6YM9evXZ8aMGfzwww9prsa+9dZbtGrVirJly+Lq6sqXX37J5MmTadGiBVWrVmXu3Lmkpv79t0hMTAxz585l8eLFNG7cmLJlyzJ06FAeeugh5s6dm26WwoULA5A/f36KFStmeT5lyhT69OnDwIEDKV++PEOGDKFTp068//77VvunpKTw1FNPsWbNGjZt2mQpsAHefPNNGjZsSHBwMBEREQwdOpTFixdb7W82m5kzZw6VK1cmIiKCZs2acfDgQaZNm0aFChXo27cvFSpUYO3atZZ9BgwYQLNmzQgODqZ58+a8/fbbfP3112nO7eDBgzRq1Ig2bdowd+5crWdtgxUrVhAWFsbkyZMJDAykfPnyDB06lBs3bqTb3zAM1qxZw8GDB3n44YcBOHbsGGfPnrUaHeDn50e9evXYunVrtpxHltj9lXWBDZCaBCtfvXWFOw/RlWyxr9M78Ey+nO6mqtd/5diFBMoU9s7mUCIiIpKRVLPBW98fIL2PwQ3ABIz9bj+tKhfD2Slrl2fasWMHY8aM4Y8//uDy5cuYzWbgVpFcuXJlS7+wsDDL19HR0SQnJ1O3bl1Lm5+fn9Xw3T179pCamkr58uWtXi8xMZGCBQvalPHAgQM8++yzVm2NGjVi2rRpVm2DBw/G3d2dX3/9lUKFCllt++qrr5gxYwZHjx4lPj6elJQUfH19rfoEBwfj4+NjeV60aFGcnZ1xcnKyavv3cPr333+fP//8k7i4OFJSUrh58ybXr1+3rKN+48YNGjduTPfu3dNklruLjo5m06ZNeHh4sGzZMi5cuMDAgQO5ePGi1Qc2V69eJTAwkMTERJydnZk1axatWrUC4OzZs8Ct798/FS1a1LItPYmJiVajDeLi4ux5avfv0Or026+dgbO7IbBW9uZxIF3JFvty88pw03XDg3xu+lxHREQkJ9l5Mo6zcRnfB2oAsVdv8vuxS1maIyEhgTZt2uDr68vChQvZtm0by5YtAyApKcmqr5dXxn9vpCc+Ph5nZ2d27NhBVFSU5XHgwAGmT59ut3P4p1atWnH69Gmr+3ABtm7dSo8ePWjXrh3ff/89u3btYsSIEWnO0dXV1eq5yWRKt+32BxHHjx/nySefpFq1aixZsoQdO3ZY7jP+57Hd3d0tw9xPnz5tt/PNK8xmMyaTiYULF1K3bl3atWvH1KlT+eyzz6yuZvv4+BAVFcW2bdsYP348Q4YMueMcAJkxYcIE/Pz8LI+SJUve59nYmZvPHbblrYtsKrLFvgJqcM2vfLqbDgU8QjE/j2wOJCIiIndyISHp7p2A89eydkKmP//8k4sXLzJx4kQaN25MxYoVra7SZqRMmTK4urqybds2S9vVq1c5dOiQ5XloaCipqamcP3+ekJAQq0exYhnPF+Pq6mo17BygUqVKbN682apt8+bNVlfOATp06MAXX3zBM888w6JFiyztW7ZsISgoiBEjRhAWFka5cuU4ceLEXc/zbnbs2IHZbGbKlCnUr1+f8uXLc+bMmTT9nJycmD9/PrVr16ZZs2bp9pGMBQQEEBgYiJ+fn6WtUqVKGIbBqVOnLG1OTk6EhIRQs2ZNXn31VR5//HEmTJgAYPmZO3funNWxz507d8efx+HDh3P16lXL4+TJk/Y8tftXs1v67YG1oXD69cGDSkW22J1Pzy+45BlkeX7DcON/+foz4KnuDkwlIiIi6Snk5ZapfkV8svaD8lKlSuHm5sb7779PdHQ0K1asYNy4cXfdz8fHh27duvHGG2+wdu1a9u3bx9NPP42TkxMm063h7eXLl6dHjx706tWLpUuXcuzYMX7//XcmTJjAypUrMzx2cHAwa9as4ezZs1y+fOt2uNdee4158+bx4YcfcvjwYaZOncqyZct48cUX0+zfqVMn5s+fT9++ffnmm28AKFeuHDExMSxatIijR48yY8YMyxX7+xESEkJycjIffPAB0dHRzJ8/n48++ijdvs7OzixcuJAaNWrQvHnzOw5RvnTpElFRUezfvx+4dT93VFTUHfd5kDVq1IgzZ85YzRNw6NAhnJycKFGiRIb7mc1my1Dv0qVLU6xYMdasWWPZHhcXx2+//UaDBg0yPIa7uzu+vr5Wjxyl9MPQciw4u//dVrgSPDbbcZkcREW22F+hcvi//gcXHl/KV4Vf4cCTW3n29Sm6ii0iIpID1SrpSzFfDzK629rErVnG65b2z9IchQsXZt68eSxevJjKlSszceJEpkyZkql93377berXr88jjzxCy5YtadSoEZUqVcLD4++/PebOnUuvXr149dVXqVChAh07dmTbtm2UKlUqw+O+++67REZGUrJkSUJDQwHo2LEj06dPZ8qUKVSpUoWPP/6Y2bNn89BDD6V7jMcff5zPPvuMnj17snTpUjp06MDgwYMZNGgQNWvWZMuWLYwcOdKGdyp9NWrUYPz48UyePJmqVauycOFCy5XT9Li4uPDll19SpUoVmjdvnuGogRUrVhAaGmqZOf3JJ58kNDQ0wwI+t4mPj7fcPgC3JiWLiooiJiYGuHX1uFevXpb+3bt3p2DBgvTt25f9+/ezYcMGXnvtNfr164enpydwa1h3ZGQk0dHRHDhwgHfffZf58+fz1FNPAbeG+b/yyiu8/fbbrFixgj179tCrVy+KFy9Ox44ds/X87e6hV2DIAXhiIfT7EQZuBf/Sjk6V7XSDrGQNkwm/Cg/jcTSeaiFBd+8vIiIiDuHsZGLUI5V44YtdmMBqArTbhffoiMpZMunZunXrMJvNlgmcunXrRrdu1kNO/7kySdOmTdNdqcTHx4cFCxZYJgVLSEhg7NixVhOUubq6MnbsWMaOHZtm/9v3Nf9bREQEERERadoHDBjAgAEDrPb/5yRU/87YtWtXunbtank+efJkJk+ebNXnpZdeshxjzJgxjBkzxmr7vHnz0uT49z2+AwcOZNiwYVaTo/Xs2dPydZ8+fejTp4/luYuLC0uWLEn3HDLa50Gzfft2mjVrZnk+ZMgQAHr37s28efOIjY21FNwA3t7eREZG8uKLLxIWFkbBggXp2rUrb7/9tqVPQkICAwcO5NSpU3h6elKxYkUWLFjAE088Yenz+uuvk5CQwLPPPsuVK1d46KGHWL16tdUHQ7mWV0Go9IijUziUimwRERGRPK5t1WJ8+FStNOtkF8vmdbLv1e7duzl58iT169fn6tWrvPXWWwCWNYhFMpLRBze3pffhRsWKFYmMjMxwn7ffftuq6E6PyWTirbfesvysyoNFRbaIiIiI0LZqAK0qF+P3Y5c4f+0mRXxuDRHP6mW77GXq1KkcPHgQNzc3ateuzcaNG9MsnSUikh1UZIuIiIgIcGvoeIOytq0bnRNUr16dbdu2WQ2TFhFxFP0mEhEREREREbETFdkiIiIiIiIidqIiW0RERERERMROVGSLiIiIiIiI2ImKbBERERERERE7UZEtIiIiIiIiYicqskVERETEIZo2bcrgwYMdHcPuTCYTy5cvd3SMNObNm0f+/PkdHUPkgaciW0REREQkHTm1WM4uycnJvPHGG1SrVg0vLy+KFy9Or169OHPmjKOjieRoKrJFREREJFcyDIOUlBRHx3hgXb9+nZ07dzJy5Eh27tzJ0qVLOXjwIB06dHB0NJEczaFF9oYNG4iIiKB48eKZ/qQwMTGRESNGEBQUhLu7O8HBwcyZMyfrw4qIiIg86MypcGwj7Pnm1n/Nqdn68vPnzycsLAwfHx+KFStG9+7dOX/+vGX7unXrMJlM/PDDD9SuXRt3d3c2bdrEtWvXeOqpp/Dy8iIgIID33nuPpk2b8sorr1j2TUxMZOjQoQQGBuLl5UW9evVYt25dhlmCg4MB6NSpEyaTyfIc4MMPP6Rs2bK4ublRoUIF5s+ff8fzGj16NAEBAezevRuAN954g/Lly5MvXz7KlCnDyJEjSU5OtvQfM2YMNWvWZM6cOZQqVQpvb28GDhxIamoqkydPplixYhQpUoTx48dbvc7MmTOpUaMGXl5elCxZkoEDBxIfH59hrr/++ouwsDA6depEYmJimu1+fn5ERkbStWtXKlSoQP369fnggw/YsWMHMTExdzxnkbzMxZEvnpCQQI0aNejXrx+dO3fO1D5du3bl3LlzzJ49m5CQEGJjYzGbzVmcVEREROQBt38FrH4D4v4xFNi3OLSdBJWz58plcnIy48aNo0KFCpw/f54hQ4bQp08fVq1aZdVv2LBhTJkyhTJlyuDn58err77Kli1bWLFiBUWLFmXUqFHs3LmTmjVrWvYZNGgQ+/fvZ9GiRRQvXpxly5bRtm1b9uzZQ9myZdNk2bZtG0WKFGHu3Lm0bdsWZ2dnAJYtW8bLL7/MtGnTaNmyJd9//z1PP/00/v7+tG/f3uoYhmHw0ksv8f3337Nx40ZCQkIA8PHxYd68eRQvXpw9e/bQv39/vL29ee655yz7Hj16lB9++IHVq1dz9OhRHn/8caKjoylfvjzr169ny5Yt9OvXj5YtW1KvXj0AnJycmDZtGmXLliU6OpqBAwfy+uuvM2vWrDTnd/LkSVq1akX9+vWZPXs2JpMp3UL7365evYrJZNK93SJ34NAiOzw8nPDw8Ez3X716NevXryc6Ohp/f38Aq08VRUREROQeHPgOFvcGDOv2uFj4uhd0/TxbCu1+/fpZvi5TpgwzZsygTp06xMfH4+3tbdn21ltv0apVK+BW0ffll1+yYMECWrRoAcDcuXMpXry4pX9MTAxz584lJibG0j506FBWr17N3Llzefvtt9NkKVy4MAD58+enWLFilvYpU6bQp08fBg4cCMCQIUPYunUr77//vlWRnZKSwlNPPcWuXbvYtGkTgYGBlm1vvvmm5evg4GCGDh3KokWLrIpss9nMnDlz8PHxoXLlyjRr1oyDBw+yatUqnJycqFChApMmTWLt2rWWInvAgAH4+vri5OREcHAwb7/9Ns8//3yaIvvgwYO0atWKTp06MW3aNEwmU6YuWt28eZM33niDbt264evre9f+InlVrrone8WKFYSFhTF58mQCAwMpX748Q4cO5caNG46OJiIiIpI7mVMx/TiMNAU2/N22eli2DB3fsWMHERERlCpVCh8fH5o0aQKQZmhyWFiY5evo6GiSk5OpW7eupc3Pz48KFSpYnu/Zs4fU1FTKly+Pt7e35bF+/XqOHj1qU8YDBw7QqFEjq7ZGjRpx6NAhq7bBgwfz22+/sWHDBqsCG+Crr76iUaNGFCtWDG9vb95888005xgcHIyPj4/ledGiRalcuTJOTk5Wbf8eTt+qVSsCAwPx8fGhZ8+eXLx4kevXr1v63Lhxg8aNG9O5c2emT5+OyWTK1HknJyfTtWtXDMPgww8/zNQ+InlVriqyo6Oj2bRpE3v37mXZsmVMmzaNb775xvJJYnoSExOJi4uzeoiIiIjILS6nf8cUd6fZog2IOw0ntmRpjoSEBNq0aYOvry8LFy5k27ZtLFu2DICkpCSrvl5eXjYdOz4+HmdnZ3bs2EFUVJTlceDAAaZPn263c/inVq1acfr0aX788Uer9q1bt9KjRw/atWvH999/z65duxgxYkSac3R1dbV6bjKZ0m27fQX6+PHjPPnkk1SrVo0lS5awY8cOZs6cCVi/f+7u7pZh7qdPn87UudwusE+cOEFkZKSuYovcRa4qss1mMyaTiYULF1K3bl3atWvH1KlT+eyzzzK8mj1hwgT8/Pwsj5IlS2ZzahEREZGcy5Rw/u6dAOLPZWmOP//8k4sXLzJx4kQaN25MxYoVra7SZqRMmTK4urqybds2S9vVq1etriyHhoaSmprK+fPnCQkJsXr8cyj4v7m6upKaan0Fv1KlSmzevNmqbfPmzVZXzgE6dOjAF198wTPPPMOiRYss7Vu2bCEoKIgRI0YQFhZGuXLlOHHixF3P82527NiB2WxmypQp1K9fn/Lly6e71JaTkxPz58+ndu3aNGvW7K7Lcd0usA8fPszPP/9MwYIF7zuryIMuVxXZAQEBBAYG4ufnZ2mrVKkShmFw6tSpdPcZPnw4V69etTxOnjyZXXFFREREcjzDq0jmOnoXzdIcpUqVws3Njffff5/o6GhWrFjBuHHj7rqfj48P3bp144033mDt2rXs27ePp59+GicnJ8tQ6PLly9OjRw969erF0qVLOXbsGL///jsTJkxg5cqVGR47ODiYNWvWcPbsWS5fvgzAa6+9xrx58/jwww85fPgwU6dOZdmyZbz44otp9u/UqRPz58+nb9++fPPNNwCUK1eOmJgYFi1axNGjR5kxY4bliv39CAkJITk5mQ8++IDo6Gjmz5/PRx99lG5fZ2dnFi5cSI0aNWjevDlnz55Nt19ycjKPP/4427dvZ+HChaSmpnL27FnOnj2b5sq7iPwtVxXZjRo14syZM1ZLERw6dAgnJydKlCiR7j7u7u74+vpaPURERETklpTAuhi+xYGM7s01gW8gBDXM0hyFCxdm3rx5LF68mMqVKzNx4kSmTJmSqX3ffvtt6tevzyOPPELLli1p1KgRlSpVwsPDw9Jn7ty59OrVi1dffZUKFSrQsWNHtm3bRqlSpTI87rvvvktkZCQlS5YkNDQUgI4dOzJ9+nSmTJlClSpV+Pjjj5k9ezYPPfRQusd4/PHH+eyzz+jZsydLly6lQ4cODB48mEGDBlGzZk22bNnCyJEjbXin0lejRg3Gjx/P5MmTqVq1KgsXLmTChAkZ9ndxceHLL7+kSpUqNG/ePN1RA6dPn2bFihWcOnWKmjVrEhAQYHls2ZK1tw+I5GYOnV08Pj6eI0eOWJ4fO3aMqKgo/P39KVWqFMOHD+f06dN8/vnnAHTv3p1x48bRt29fxo4dy4ULF3jttdfo168fnp6ejjoNERERkdzLyRmjzURMi3tzq9D+5wRo/194t50ITs52f+l169ZhNpstc+Z069aNbt26WfUxjL/zNG3a1Or5bT4+PixYsMAyKVhCQgJjx47l2WeftfRxdXVl7NixjB07Ns3+Gc2sHRERQURERJr2AQMGMGDAAKv9/znvz78zdu3ala5du1qeT548mcmTJ1v1eemllyzHGDNmDGPGjLHaPm/evDQ5/r3O98CBAxk2bJjV5Gg9e/a0fN2nTx/69Oljee7i4sKSJUvSPQe4dSU/vfdbRO7MoVeyt2/fTmhoqOWTwSFDhhAaGsqoUaMAiI2NtZpp0dvbm8jISK5cuUJYWBg9evQgIiKCGTNmOCS/iIiIyAOhUsStZbp8A6zbfYtn2/Jd92P37t18+eWXHD16lJ07d9KjRw8AHn30UQcnE5G8yKFXsjP6NPK29D6xq1ixIpGRkVmYSkRERCQPqtwBKra/NYt4/Llb92AHNcySK9hZYerUqRw8eBA3Nzdq167Nxo0bKVSokKNjiUge5NAiW0RERERyECdnKN3Y0SlsVr16dbZt22Y1TFpExFH0m0hERERERETETlRki4iIiIiIiNiJimwRERGRB4BmgZacQD+HIiqyRURERHK11NRUAK5fv+7gJCKQlJQE3FoyTSSv0sRnIiIiIrmYYRj4+vpy/vx5APLly4fJZMrUvmazmaSkJG7evHnPk4bd7zEcvb8y2Gd/wzCIj4/nwoULFC5cGGfn3DErvUhWUJEtIiIikssVKVIEZ2dnS6GdWYZhcOPGDTw9PTNdmNv7GI7eXxnss//tY1y+fJkqVarc0/4iDwoV2SIiIiK5nMlkIiAggCJFipCcnJzp/ZKTk9mwYQMPP/zwPQ/vvd9jOHp/ZbDP/rcdPnz4not0kQeFimwRERGRB4Szs7NNw3SdnZ1JSUnBw8Pjngur+z2Go/dXBvvsD9j0AY/Ig0wTn4mIiIiIiIjYiYpsERERERERETtRkS0iIiIiIiJiJyqyRUREREREROxERbaIiIiIiIiInajIFhEREREREbETFdkiIiIiIiIidqIiW0RERERERMROVGSLiIiIiIiI2ImLowOIiIiIiIhj3LyRwMGt32M2m0lNUWkgYg/6P0lEREREJA+KWruYoPWDqcE1AIINb/YVMFOz+RMOTiaSu2m4uIiIiIhIHnP54nnKrXuBAv9fYAMUMMVTfv2LxF0678BkIrmfimwRERERkTzmz18W4GVKTNOez5TIobULHJBI5MGhIltEREREJI8xkhIy3GZOjM/GJCIPHhXZIiIiIiJ5TGCdDpgNU5p2s2GiRN1ODkgk8uBQkS0iIiIikscEla/B1pJPp2n/vWRfiodUc0AikQeHZhcXEREREcmDGj3zLge2t+fKtq/BMDjpVp5OvV9ydCyRXE9FtoiIiIhIHlUprDmENSc5OZnzq1Y5Oo7IA0HDxUVERERERETsREW2iIiIiIiIiJ2oyBYRERERERGxExXZIiIiIiKSJ23YsIGIiAiKFy+OyWRi+fLld90nMTGRESNGEBQUhLu7O8HBwcyZM8ey/ZNPPqFx48YUKFCAAgUK0LJlS37//XerY/Tp0weTyWT1aNu2rb1PTxxEE5+JiIiIiEielJCQQI0aNejXrx+dO3fO1D5du3bl3LlzzJ49m5CQEGJjYzGbzZbt69ato1u3bjRs2BAPDw8mTZpE69at2bdvH4GBgZZ+bdu2Ze7cuZbn7u7u9jsxcSgV2SIiIiIikieFh4cTHh6e6f6rV69m/fr1REdH4+/vD0BwcLBVn4ULF1o9//TTT1myZAlr1qyhV69elnZ3d3eKFSt27+Elx9JwcRERERERkUxYsWIFYWFhTJ48mcDAQMqXL8/QoUO5ceNGhvtcv36d5ORkS1F+27p16yhSpAgVKlRgwIABXLx4MavjSzbRlWwREREREZFMiI6OZtOmTXh4eLBs2TIuXLjAwIEDuXjxotXQ73964403KF68OC1btrS0tW3bls6dO1O6dGmOHj3Kf/7zH8LDw9m6dSvOzs7pHicxMZHExETL87i4OPuenNiNimwREREREZFMMJvNmEwmFi5ciJ+fHwBTp07l8ccfZ9asWXh6elr1nzhxIosWLWLdunV4eHhY2p988knL19WqVaN69eqULVuWdevW0aJFi3Rfe8KECYwdOzYLzkrsTcPFRUREREREMiEgIIDAwEBLgQ1QqVIlDMPg1KlTVn2nTJnCxIkT+emnn6hevfodj1umTBkKFSrEkSNHMuwzfPhwrl69anmcPHny/k5GsoyKbBERERERkUxo1KgRZ86cIT4+3tJ26NAhnJycKFGihKVt8uTJjBs3jtWrVxMWFnbX4546dYqLFy8SEBCQYR93d3d8fX2tHpIzqcgWEREREZE8KT4+nqioKKKiogA4duwYUVFRxMTEALeuHv9zRvDu3btTsGBB+vbty/79+9mwYQOvvfYa/fr1swwVnzRpEiNHjmTOnDkEBwdz9uxZzp49aynM4+Pjee211/j11185fvw4a9as4dFHHyUkJIQ2bdpk7xsgWUJFtoiIiIiI5Enbt28nNDSU0NBQAIYMGUJoaCijRo0CIDY21lJwA3h7exMZGcmVK1cICwujR48eREREMGPGDEufDz/8kKSkJB5//HECAgIsjylTpgDg7OzM7t276dChA+XLl+fpp5+mdu3abNy4UWtlPyA08ZmIiIiIiORJTZs2xTCMDLfPmzcvTVvFihWJjIzMcJ/jx4/f8TU9PT358ccfMxtRciFdyRYRERERERGxExXZIiIiIiIiInaiIltERERERETETlRki4iIiIiIiNiJimwRERERERERO1GRLSIiIiIiImInKrJFRERERERE7MShRfaGDRuIiIigePHimEwmli9fnul9N2/ejIuLCzVr1syyfCIiIiIiIiK2cGiRnZCQQI0aNZg5c6ZN+125coVevXrRokWLLEomIiIiIiIiYjsXR754eHg44eHhNu/3/PPP0717d5ydnW26+i0iIiIiIiKSlWy+kr1hwwZSUlLStKekpLBhwwa7hLqTuXPnEh0dzejRo7P8tURERERERERsYfOV7GbNmhEbG0uRIkWs2q9evUqzZs1ITU21W7h/O3z4MMOGDWPjxo24uGQuemJiIomJiZbncXFxWRVPRERERERE8jibr2QbhoHJZErTfvHiRby8vOwSKj2pqal0796dsWPHUr58+UzvN2HCBPz8/CyPkiVLZllGERERERERydsyfSW7c+fOAJhMJvr06YO7u7tlW2pqKrt376Zhw4b2T/j/rl27xvbt29m1axeDBg0CwGw2YxgGLi4u/PTTTzRv3jzNfsOHD2fIkCGW53FxcSq0RURERMR+DIPUpJuYU83g6ugwIuJomS6y/fz8gFtXsn18fPD09LRsc3Nzo379+vTv39/+Cf+fr68ve/bssWqbNWsWv/zyC9988w2lS5dOdz93d3erDwREREREROzlz++mk3/nB3Q2znN63wgOlH2GZj3ewNkp7chPEckbMl1kz507F4Dg4GCGDh1ql6Hh8fHxHDlyxPL82LFjREVF4e/vT6lSpRg+fDinT5/m888/x8nJiapVq1rtX6RIETw8PNK0i4iIiIhktWM/f0LFHaMszwP5i8CjE/h+oRuP9Bxyhz1F5EFm8z3Zo0ePttu919u3byc0NJTQ0FAAhgwZQmhoKKNG3fplFRsbS0xMjF1eS0RERETEntx+n5lue7kj87iZnHWTAYtIzmZzkX3u3Dl69uxJ8eLFcXFxwdnZ2ephi6ZNm2IYRprHvHnzAJg3bx7r1q3LcP8xY8YQFRVl6ymIiIiIiNy3gkln0m0P5ByXEpKyOY2I5BQ2L+HVp08fYmJiGDlyJAEBAenONC4iIiIi8qCL9apI6YQ/0rQfcipDdR/NCSSSV9lcZG/atImNGzdSs2bNLIgjIiIiIpI7eLT8D8nfdseVv4eGJxvOXKo7GBdnmweMisgDwuYiu2TJkhiGkRVZRERERERyjYDQtpxyWszln6ZQIP4IZz1Kk9LgZVo2be/oaCLiQDZ/xDZt2jSGDRvG8ePHsyCOiIiIiEjuUaJGCyq+soIdtaZQY+hK6qvAFsnzbL6S/cQTT3D9+nXKli1Lvnz5cHV1tdp+6dIlu4UTyevM5v8fNaLRIyIiIiIiuYLNRfa0adOyIIaI/NPGw38x5adDJJ36g5FuX+C8qw+Gpx+m0J7Q/E1w0WQqIiIiIiI5kc1Fdu/evbMih4j8v10xl+k7dxuFzBf40X0cfqbrtzbcuAxbZkD8Oej8P8eGFBERERGRdGWqyI6Li8PX19fy9Z3c7ici9+bTTcdIMRt0c/nl7wL7n/YshhajwK9E9ocTEREREZE7ylSRXaBAAWJjYylSpAj58+dPd21swzAwmUykpqamcwQRyaxjfyUAUMYUm34HwwyXjqnIFhERERHJgTJVZP/yyy/4+/sDsHbt2iwNJJLXVQrwZX9sHAfMQUQ4/5q2g5MrFK6Q/cFEREREROSuMlVkN2nSJN2vRcT+nn24DD/sjeXLpGb0cvmJYqbL1h3C+oF3EceEExERERGRO7J54jOAK1euMHv2bA4cOABAlSpV6NevH35+fnYNJ5IXVSjmw9fPNWDGmsM8F/MOz6Uuopn7ATx9C0GtXlD3OUdHFBERERGRDNhcZG/fvp02bdrg6elJ3bp1AZg6dSrjx4/np59+olatWnYPKZLXVA3043+9wkhOrsGqVV64tGsH/1qTXkREREREch6bi+zBgwfToUMHPvnkE1xcbu2ekpLCM888wyuvvMKGDRvsHjLbpKZAzFZMyUmYzCmOTiMiIiIiIiK5zD1dyf5ngQ3g4uLC66+/TlhYmF3DZavjm2HJ03AtFhegtYsvpkpeULGto5OJiIiIiIhILuFk6w6+vr7ExMSkaT958iQ+Pj52CZXtEuNhUXe49veSSR4pcTgv6QsJFx0YTERERERERHITm4vsJ554gqeffpqvvvqKkydPcvLkSRYtWsQzzzxDt27dsiJj1vtzJdy8kqbZlHwd9i3N/jwiIiIiIiKSK9k8XHzKlCmYTCZ69epFSsqt+5ZdXV0ZMGAAEydOtHvAbJEYd2/bRERERERERP7B5iLbzc2N6dOnM2HCBI4ePQpA2bJlyZcvn93DZZuQloAJMNJuK9c6u9OIiIiIiIhILmXzcPHb8uXLR/78+cmfP3/uLrAB/EtDk9fTNKfWeQ6KVXNAIBEREREREcmNbC6yU1JSGDlyJH5+fgQHBxMcHIyfnx9vvvkmycnJWZExezT7D/RdDXX6k1qrD5tD3sDceryjU4mIiIiIiEguYvNw8RdffJGlS5cyefJkGjRoAMDWrVsZM2YMFy9e5MMPP7R7yGwT1ACCGmBOTubCqlWOTiMiIiIiIiK5jM1F9hdffMGiRYsIDw+3tFWvXp2SJUvSrVu33F1ki4iIiIiIiNwHm4eLu7u7ExwcnKa9dOnSuLm52SOTiIiIiIiISK5kc5E9aNAgxo0bR2JioqUtMTGR8ePHM2jQILuGExEREREREclNbB4uvmvXLtasWUOJEiWoUaMGAH/88QdJSUm0aNGCzp07W/ouXbrUfklFREREREREcjibi+z8+fPz2GOPWbWVLFnSboFEREREREREciubi+y5c+dmRQ4RERERERGRXM/me7JFREREREREJH0qskVERERERETsREW2iIiIiIiIiJ2oyBYRERERERGxExXZIiIiIiIiInaSqdnFZ8yYkekDvvTSS/ccRkRERERERCQ3y1SR/d5772XqYCaTSUW2iIiIiIjkChs2bOC///0vO3bsIDY2lmXLltGxY8c77pOYmMhbb73FggULOHv2LAEBAYwaNYp+/foB8Mknn/D555+zd+9eAGrXrs0777xD3bp1LccwDIPRo0fzySefcOXKFRo1asSHH35IuXLlsuxcJftkqsg+duxYVucQERERERHJVgkJCdSoUYN+/frRuXPnTO3TtWtXzp07x+zZswkJCSE2Nhaz2WzZvm7dOrp160bDhg3x8PBg0qRJtG7dmn379hEYGAjA5MmTmTFjBp999hmlS5dm5MiRtGnThv379+Ph4ZEl5yrZJ1NFtoiIiIiIyIMmPDyc8PDwTPdfvXo169evJzo6Gn9/fwCCg4Ot+ixcuNDq+aeffsqSJUtYs2YNvXr1wjAMpk2bxptvvsmjjz4KwOeff07RokVZvnw5Tz755P2dlDjcPRXZp06dYsWKFcTExJCUlGS1berUqXYJJiIiIiIikpOsWLGCsLAwJk+ezPz58/Hy8qJDhw6MGzcOT0/PdPe5fv06ycnJlqL82LFjnD17lpYtW1r6+Pn5Ua9ePbZu3aoi+wFgc5G9Zs0aOnToQJkyZfjzzz+pWrUqx48fxzAMatWqlRUZRUREREREHC46OppNmzbh4eHBsmXLuHDhAgMHDuTixYvMnTs33X3eeOMNihcvbimqz549C0DRokWt+hUtWtSyLT2JiYkkJiZansfFxd3v6UgWsXkJr+HDhzN06FD27NmDh4cHS5Ys4eTJkzRp0oQuXbpkRUYRERERERGHM5vNmEwmFi5cSN26dWnXrh1Tp07ls88+48aNG2n6T5w4kUWLFrFs2bL7vtd6woQJ+Pn5WR4lS5a8r+NJ1rG5yD5w4AC9evUCwMXFhRs3buDt7c1bb73FpEmT7B5QREREREQkJwgICCAwMBA/Pz9LW6VKlTAMg1OnTln1nTJlChMnTuSnn36ievXqlvZixYoBcO7cOav+586ds2xLz/Dhw7l69arlcfLkSXuckmQBm4tsLy8vy33YAQEBHD161LLtwoUL9ksmIiIiIiKSgzRq1IgzZ84QHx9vaTt06BBOTk6UKFHC0jZ58mTGjRvH6tWrCQsLszpG6dKlKVasGGvWrLG0xcXF8dtvv9GgQYMMX9vd3R1fX1+rh+RMNhfZ9evXZ9OmTQC0a9eOV199lfHjx9OvXz/q169v94AiIiIiIiJZIT4+nqioKKKiooBbk5JFRUURExMD3Lp6fHsUL0D37t0pWLAgffv2Zf/+/WzYsIHXXnuNfv36WSY+mzRpEiNHjmTOnDkEBwdz9uxZzp49aynMTSYTr7zyCm+//TYrVqxgz5499OrVi+LFi991jW7JHWye+Gzq1KmWH5CxY8cSHx/PV199Rbly5TSzuIiIiIiI5Brbt2+nWbNmludDhgwBoHfv3sybN4/Y2FhLwQ3g7e1NZGQkL774ImFhYRQsWJCuXbvy9ttvW/p8+OGHJCUl8fjjj1u91ujRoxkzZgwAr7/+OgkJCTz77LNcuXKFhx56iNWrV2uN7AeEzUV2mTJlLF97eXnx0Ucf2TWQiIiIiIhIdmjatCmGYWS4fd68eWnaKlasSGRkZIb7HD9+/K6vazKZeOutt3jrrbcyE1NyGZuHi4uIiIiIiIhI+jJ1Jdvf359Dhw5RqFAhChQogMlkyrDvpUuX7BZOREREREREJDfJVJH93nvv4ePjY/n6TkW2iIiIiIiISF6VqSK7d+/elq/79OmTVVlEREREREREcjWb78l2dnbm/PnzadovXryIs7OzTcfasGEDERERFC9eHJPJxPLly+/Yf+nSpbRq1YrChQvj6+tLgwYN+PHHH216TREREREREZGsYnORndHse4mJibi5udl0rISEBGrUqMHMmTMz1X/Dhg20atWKVatWsWPHDpo1a0ZERAS7du2y6XVFREREREREskKml/CaMWMGcGu6+U8//RRvb2/LttTUVDZs2EDFihVtevHw8HDCw8Mz3X/atGlWz9955x2+/fZbvvvuO0JDQ216bRERERERERF7y3SR/d577wG3rmR/9NFHVkPD3dzcCA4OzvY1s81mM9euXcPf3z/DPomJiSQmJlqex8XFZUc0ERERERERyYMyXWQfO3YMgGbNmrF06VIKFCiQZaEya8qUKcTHx9O1a9cM+0yYMIGxY8dmYyoRERERERHJq2y+J3vt2rU5osD+4osvGDt2LF9//TVFihTJsN/w4cO5evWq5XHy5MlsTCkiIiIiIiJ5SaauZA8ZMoRx48bh5eXFkCFD7th36tSpdgl2J4sWLeKZZ55h8eLFtGzZ8o593d3dcXd3z/JMIiIiIiIiIpkqsnft2kVycrLl64yYTCb7pLqDL7/8kn79+rFo0SLat2+f5a8nIiIiIiIiklmZKrLXrl2b7tf3Kz4+niNHjlieHzt2jKioKPz9/SlVqhTDhw/n9OnTfP7558CtIeK9e/dm+vTp1KtXj7NnzwLg6emJn5+f3XKJiIiIiIiI3Aub78m2p+3btxMaGmpZfmvIkCGEhoYyatQoAGJjY4mJibH0/9///kdKSgovvPACAQEBlsfLL7/skPwiIiIiIiIi/5Tp2cVvS0hIYOLEiaxZs4bz589jNputtkdHR2f6WE2bNsUwjAy3z5s3z+r5unXrbIkqIiIiIiIikq1sLrKfeeYZ1q9fT8+ePQkICMiW+7BFREREREREcgObi+wffviBlStX0qhRo6zIIyIiIiIiIpJr2XxPdoECBfD398+KLCIiIiIiIiK5ms1F9rhx4xg1ahTXr1/PijwiIiIiIiIiuZbNw8Xfffddjh49StGiRQkODsbV1dVq+86dO+0WTkRERCRHMZvh15kk/z6XpLjzeKRUos/+qzSo14Dnm5TFxdmhC7eIiEgOYHOR3bFjxyyIISIiIpIL/DQCfp2FK+AKtHH6nbCbB2j30wRiLl1n8uM1HJ1QREQczOYie/To0VmRQ0RERCRnu34Jts1O01zQdI0eLj8zbYc/r7QsT/H8ng4IJyIiOYXGNImIiIhkxsWjkJqY7qaKppOYDTh8Pj6bQ4mISE6TqSvZ/v7+HDp0iEKFClGgQIE7ro196dIlu4UTERERyTH8S4OTK5iT02w6YgTiZIIyhbwcEExERHKSTBXZ7733Hj4+PgBMmzYtK/OIiIiI5ExehaBWT9g+x6r5qpGPBSktiahZnJL++RwUTkREcopMFdm9e/dO92sRERGRPCX8v+BdjJRtczCuX2RzShU+dnuKjg3q8XLLco5OJyIiOYDNE5+JiIiI5FnOLtD0DVyavkFycjJXV63i83bt0ixpKiIieZcmPvsXwzAwDMPRMURERERERCQX0pXs/3c+7iZvrzzA6r1nwQTV8jtRNz6RgAL6ZFpEREREREQyR1eygZRUM90//Y0Vf5whKdVMUoqZHRec6DNvB6lmXdUWERERERGRzLmvIvvUqVOcOnXKXlkc5ucD5ziSzrqWB8/Fs+7geQckEhERERERkdzI5iLbbDbz1ltv4efnR1BQEEFBQeTPn59x48ZhNpuzImOWO3bh+h22JWRjEhERERGRXOrmVZzSWUdeJK+x+Z7sESNGMHv2bCZOnEijRo0A2LRpE2PGjOHmzZuMHz/e7iGzWqUAnwy3VQ7wzcYkIiIiIiK5zIkt8ON/cD2zi3CTGyan9RA+Edy8HJ1MxCFsLrI/++wzPv30Uzp06GBpq169OoGBgQwcODBXFtlNyhemdlABdpy4bNVeJ7gADUMKOSiViBB/HrbPITkmCtdYF0ZedKZIyfI8Va8URXw9HJ1ORERELkXDgscg+dbIUBcjCXZ9DolXoevnDg4n4hg2F9mXLl2iYsWKadorVqzIpUuX7BIqu5lMJj7rV5cPfjnCqj2xgEF5zwTe7Rnq6GgiedfFozCnLSScJx/QDnjoxBq6HX6TBb+W5+vnGhBSxNvRKUXypoSLOO34jJox63DadgpqPQUefo5OJSKOsH2upcC2sn8FXImB/KWyP5OIg9l8T3aNGjX44IMP0rR/8MEH1KhRwy6hHMHb3YVh4RXZ8Hoz1gxuTEQpM/nctMKZiMOsmwgJ1hMP+pqu84bLl1xKSOK9yEMOCiaSx/11CGbVw/mXsQRdXI/zT/+BDx+Cq6cdnUxEHOFKTAYbDLhyMlujiOQUNleRkydPpn379vz88880aNAAgK1bt3Ly5ElWrVpl94AikkdFr0u3uZHTXgA2HbmQjWFExCJyFCT8Zd12NQbWTYBH034ILyIPuMBasH952nYXTyhSKdvjiOQENl/JbtKkCYcOHaJTp05cuXKFK1eu0LlzZw4ePEjjxo2zIqOI5EX5/NNtvsytiQoL5HPNzjQictuRn9NvP/xT9uYQkZyhVi/IH5S2veGLGf5bLvKgs/lKdkxMDCVLlkx3grOYmBhKldJ9FyJiB7V6w4/D0zQvSm0GwJN19btGxCHcvODmlbTt7hmv1CEiDzDPAvB0JGyehnFkDRdvQP7mL+FS+ylHJxNxGJuL7NKlSxMbG0uRIkWs2i9evEjp0qVJTU21WzgRycPqPQ9XT2Fs+xRTaiLJhjNLUhszy+hC7wZBPNu4jKMTiuRNNXvArzPTae+e/Vnk3qQksm/JBDwPf0eq2UyiWxjn6jekRNHCjk4muZVPUWg7gZTkZDavWkW76u0cnUjEoWwusg3DwGQypWmPj4/Hw0NL6oiInTg5Qdt3MDV+lZRzB1j+61GC64azsZgfBb3dHZ1OJO9qMRKunIA/vwfAMDlhqv4kNHw561/7xmXY8j4c+gmTswfXrlalQ3R+PNxd6FgzkKfqB+HslPZvFLF2fGZHqlzeYnle7mY0v3/0J15D11DAy82ByUQyLyUlhXXr1nH06FG6d++Oj48PZ86cwdfXF29vrT4ijpXpInvIkCHAreWuRo4cSb58+SzbUlNT+e2336hZs6bdA+ZG209c5uzJg8Suj6VU1UZQrJqjI4nkXl4FMUrWw23PRWoHFcDVVfdiiziUqyc8uZDkswfY8dNX1A7viWvhsln/usk3Yd4jcO7W5IcuwFNsw0g5yciUfuyKucIfp64wtWvNrM+SiyUc3kDwPwrs2+oau1n+4xI6du7mgFQitjlx4gRt27YlJiaGxMREWrVqhY+PD5MmTSIxMZGPPvrI0RElj8t0kb1r1y7g1pXsPXv24Ob29yedbm5u1KhRg6FDh9o/YS5y9XoyL81dwyvnRvCc0xHYBGyC1IoROD8+B1z06bCIiDwgCoZwzi80+9bA3bvEUmD/U3fnNXyUEsFpCrN052kGNg0hpIiuYmXk0qHf8MpgW+qpHYCKbMn5Xn75ZcLCwvjjjz8oWLCgpb1Tp07079/fgclEbsl0kb127VoA+vbty/Tp0/H19c2yULnVO6sO0OHs+4Q6H7Fqd/7zO9j6PjR+1UHJREREcrkzO9NtdjYZVHU6xmnzrfuJ/zh5RUX2HXgXzXg+CyO9GaJFcqCNGzeyZcsWq4t+AMHBwZw+fdpBqUT+ZvMSXnPnzlWBnQ7DMFj5x0kecfot/Q57vsneQCIiIg8Sv5IZbjptFLJ8XaKAZ3akybUKhHbgvGuJNO0njSLUat3DAYlEbGc2m9OdbPnUqVP4+GilA3E8m4tsSZ9h3Lo33YWU9DukJGZvIBERkQdJzR7gkT9N82/miuw1bl2drRboR70yBdP0kX9wdsX32VUc8G1EqmEi1TCxhZqcfXQRZYppTWPJHVq3bs20adMsz00mE/Hx8YwePZp27TSzuTiezbOLS/qcnEw8XKk46w7VpIXzrrQdKrbP/lAiIiIPCu/C0Otb+OENOPkrZidX1hHG4Jt9cXEy0bpKUcZ2qOrolLmCR+EgKg1ZReL1OOKvJ/LX5i20q1bd0bFEMu3dd9+lTZs2VK5cmZs3b9K9e3cOHz5MoUKF+PLLLx0dT0RFtj292b4yr57sT6XENyluumRpTylSDRfdjy0iInJ/iteEp3+EG1dINUxci1zH2uat8HB3I5+b/qSxlXs+X5xckx0dQ8RmJUqU4I8//mDRokXs3r2b+Ph4nn76aXr06IGnp24ZEcfTv0h2VNI/H/OGPsH3v4dyY8un1C8OZas3wqVKB3DWskMiIiJ24Zkfkm8Vhz4erri66s8ZuXd/nLzCyt2niY5xIjg2jhqldMtBbuDi4sJTTz3l6Bgi6crUv0orVqzI9AE7dOhwz2EeBPncXOhUrxyrLjahTLt2uGhNX8nLzu4l+cRv7LzswdazXlS5eJ2QYn6OTiUiIgLA1J8OMuOX26vCOPHzrF8ZHl6R55pkw9rvcs8+//zzO27v1atXNiURSV+miuyOHTtaPTeZTBiGYfX8tvRm+hORPMacCssHwO6vcAXqAYXMAfSePoz2jesxvF0lRycUEZE87sj5a/8osP82+ceDPFKjOIH5New4p3r55ZetnicnJ3P9+nXc3NzIly+fimxxuEzNLm42my2Pn376iZo1a/LDDz9w5coVrly5wqpVq6hVqxarV6/O6rwikhvs/Bx2f2XVVNYplndcPuXjDdGsPXjeQcFEJCcwmw0SE29iMvTBvDjOzwfS/7co1Wzwy5/6dyonu3z5stUjPj6egwcP8tBDD2niM8kRbF7C65VXXmH69Om0adMGX19ffH19adOmDVOnTuWll17KiowiktvsXZJu80NOeylAHN9FncnmQCKSE9xMTmXG1z+ycWxzPP9bkrZRzxK3qD9cv3T3nUXszMMl4z+D77RNcqZy5coxceLENFe572bDhg1ERERQvHhxTCYTy5cvv+s+iYmJjBgxgqCgINzd3QkODmbOnDmW7fv27eOxxx4jODgYk8lktdzYbWPGjMFkMlk9KlasaFN2ybls/g1y9OhR8ufPn6bdz8+P48eP2yGSiOR65vTXi3cyGThjkGI20t0uIg+2/3z1K132PU8T006cTQZuJFPw6DKSPn/c0dEkD2pXPQC3dIppLzdn2lQt5oBEcr9cXFw4c8a2D/ITEhKoUaMGM2fOzPQ+Xbt2Zc2aNcyePZuDBw/y5ZdfUqFCBcv269evU6ZMGSZOnEixYhn/LFWpUoXY2FjLY9OmTTZll5zL5uk469Spw5AhQ5g/fz5FixYF4Ny5c7z22mvUrVvX7gFFJBeqFAExW9M0bzeX5wJ+tNUfLyJ5zqnL13E/sJQA17RXrd3O7oATWyGogQOSSV5VxMeDGU/W5LXFu7mWeOvDYT9PF6Y/GYqvhyauzcn+PSmzYRjExsbywQcf0KhRI5uOFR4eTnh4eKb7r169mvXr1xMdHY2/vz8AwcHBVn3q1KlDnTp1ABg2bFiGx3JxcbljES65l81F9pw5c+jUqROlSpWiZMmSAJw8eZJy5cplaniFiOQBdZ6Bw5EQvdbS9Jfhy4jkfnQKDSRcRbZInnPy0g1Kmc5l3OFSdJ4qsg3D4MyVG9xMAeJiwdMb8vk7Olae07ZqAI3LFWbdn2fZtXMnLz/RAp98Ho6OJXeR3qTMhQsXpnnz5rz77rtZ+torVqwgLCyMyZMnM3/+fLy8vOjQoQPjxo2zeY3uw4cPU7x4cTw8PGjQoAETJkygVKlSGfZPTEwkMTHR8jwuLu6ez0Oyls1FdkhICLt37yYyMpI///wTgEqVKtGyZUurWcZFJA9zcYeey+DoGm4c3cqOy54s/qsUb7VrRr2yhR2dTkQcoHxRb76idMYdAmpkXxgHi9x/jvEr9+N/KYpxrnNx3XMCw+SEqXxbiJgO3kUcHTFP8XJ3oXXloqQcN/BwdXZ0HMkEs9nssNeOjo5m06ZNeHh4sGzZMi5cuMDAgQO5ePEic+fOzfRx6tWrx7x586hQoQKxsbGMHTuWxo0bs3fvXnx8fNLdZ8KECYwdO9ZepyJZyOYiG259WtS6dWsefvhh3N3dVVyLSFomE4S0xDOkJfWSk7m4ahW1SuV3dCoRcZCC3u4UrdeFfdu+pYrTCattSeUfwa1YVQcly157T19lwIIdFDBf4jv3SfiYbgBgMsxwcBXEn4f+axycUkQyYjabMZlMLFy4ED8/PwCmTp3K448/zqxZszJ9NfufQ9SrV69OvXr1CAoK4uuvv+bpp59Od5/hw4czZMgQy/O4uDjLyGLJWWwuss1mM+PHj+ejjz7i3LlzHDp0iDJlyjBy5EiCg4Mz/KEQyXUMA66eJOF6ApcSkiiaX/dniYjcj2GPVGNx/oX8ufk96iZuwTA541vvKfK3HOroaNlm4W8nSDEbdHFebymwrZzeDqd3QGDt7A8nkoP9s7i8m6lTp2ZZjoCAAAIDAy0FNtwa1WsYBqdOnaJcuXL3dNz8+fNTvnx5jhxJu3b7be7u7ri7u9/T8SV72Vxkv/3223z22WdMnjyZ/v37W9qrVq3KtGnTVGTLg+Hgam6ufAOPuON0MZxZuX8+q4NfZ2yXBhT11b1aIiL3wmQy0bVxNWg8h+TkZFatWkW75u3AOe98iBl79SYAAaY7LFsWd0ZFtsi/7Nq1K1P9snqEbaNGjVi8eDHx8fF4e3sDcOjQIZycnChRosQ9Hzc+Pp6jR4/Ss2dPe0UVB7K5yP7888/53//+R4sWLXj++ect7TVq1LDcoy2Sq53bh/HVU3iYkwFwNaXS0XkLHsfH8/Rno/n+xcYODigiIrlV7VIFWHfwL3aYy9OTn9N2MDmrwBZJx9q1a+/e6R7Ex8dbXT0+duwYUVFR+Pv7U6pUKYYPH87p06f5/PPPAejevTvjxo2jb9++jB07lgsXLvDaa6/Rr18/y1DxpKQk9u/fb/n69OnTREVF4e3tTUhICABDhw4lIiKCoKAgzpw5w+jRo3F2dqZbt25Zcp6SvWxeJ/v06dOWH45/MpvNJCcn2yWUiENtn4vJnPZnubXTdi6ePsb243e4+iAiInIHT9UPopR/Plaa6xNlLpu2Q/0B4Fs8+4OJ3KdLCUl8vf0Um8+ZOH8t8e475BDbt28nNDSU0NBQ4Naw9NDQUEaNGgVAbGwsMTExlv7e3t5ERkZy5coVwsLC6NGjBxEREcyYMcPS58yZM5ZjxsbGMmXKFEJDQ3nmmWcsfU6dOkW3bt2oUKECXbt2pWDBgvz6668ULqwJYh8ENl/Jrly5Mhs3biQoKMiq/ZtvvrH8cIrkanFn0m12MhkUNV22DPUTERGxVQEvN5YObMicTceYeGgi4XGLedTvMPnzF4Aa3aB6V0dHFLHZd3+cYejiP0hMMQPOLHt3A289WpVudTNejup+bd++na+//pqYmBiSkpKsti1dujTTx2natCmGYWS4fd68eWnaKlasSGRkZIb7BAcH3/GYAIsWLcp0Rsl9bL6SPWrUKAYNGsSkSZMwm80sXbqU/v37M378eMsnPpm1YcMGIiIiKF68OCaTKVPrbK9bt45atWrh7u5OSEhIuj/4IvelVL10m+MMTw5TglDNkC0iIvehkLc7r7etyPwBzchf7RG8no+8teyhCmybXE5IYvXes+yO+p1il3+HC4dsP8j5A/Ddyzgv6EjVUwvhSszd9xErlxOS/lFg35KcavDm8r2cunw9S15z0aJFNGzYkAMHDrBs2TKSk5PZt28fv/zyi9WEZCKOYvOV7EcffZTvvvuOt956Cy8vL0aNGkWtWrX47rvvaNWqlU3HSkhIoEaNGvTr14/OnTvftf+xY8do3749zz//PAsXLmTNmjU888wzBAQE0KZNG1tPRf7FbDZYtnk3Tr/OpGriLso5eZASnIprjbt/b3IaIyWJPxb8hwbHvyFl5zPs9qxFvvC3qFQj/QLaSq3eGDs+x3TJenbH6SmP0aVBRUoUyJdFqUXu7i4fjEsWMa6d5dDCoQSeXUOKYcLJuT57K1YjtEIZR0fLVimpZj5Ye4Svtp3kUkISIT5OlK11jaol/R0dLXNuxsGat0jZvZikpCR+Sq3NR6Yn+KvACZ55OO2tcJJzfboxmhk/7mGKaTq1nXfcavz4A6gUAY/NBpdMzMB8YgvM7wQpN3ECygLG7N/g6Z+gcIWsjP9Aidx/zqrAvi3VbPDDnrP0f9j+vyffeecd3nvvPV544QV8fHyYPn06pUuX5rnnniMgIMDurydiq3taJ7tx48Z3HCKRWeHh4VZrxN3NRx99ROnSpXn33XeBW9Plb9q0iffee09Fth28+dUmnjnwDGWczv7duKwv5msncXroZccFuwd7/9ePsPPfwf9PMFn75q9cXvoYx3zXUbr0Xf6Q8syP6ZlIkjd/wMU9PxF9zZUt/o9S9aHH6RR677NGSt4Ve/UG0yIP8uNuZ94/spkuYSV5pnEZnJ0yMQPq1VPw00jMB74jxezMjZQGdDpo4qlmNXkyk8PwzGaDBev+wHvLJBonb+b67pcxV3qUAu3Hgmf++zu5vCA1mYuz2lDhxvFbz00QYV7Dri+6cuSFdYQU8c7UYX7ef45paw5xM/YAo9y+xDmqH3j4QM0e0HwkuOb8lQtGrdjHF7/9faVv32UneszZxupXHibAL3NrwzrUF09AzBZcuPUHUEenjVQzHyF81URuphgMan5vS+9I9tp+/BJvrzzAMJfFtL5dYN924DtYPxlajLz7gX4eAynWt4CZbl6B9ZPg8Tl2y/ugM9/h0987bbsfR48epX379gC4ubmRkJCAyWRi8ODBNG/enLFjx2bJ64pkls3DxU+ePMmpU6csz3///XdeeeUV/ve//9k1WHq2bt1Ky5YtrdratGnD1q1bM9wnMTGRuLg4q4ekdejcNbz3LrQusP+fed0kSLzmgFT35sbFGCqdW5mmvYDpGkd/+CBzB8nnj2urURR8cS1/1XyFl59/QQW23JO4m8l0+WgrX20/zZUkE0f+SmDCD38yYtmeu++cfBPmtYd9S3EyJ+PJTbq5rOWthLEMW7qHRb9nbljjhFX7qLGuL51TVlHYdBW/1MsU2DuPpHmPgjnt1QexdnPPCgrdLrD/IdR0mHU/LsnUMTYe/otn528n9vRJFrmO42F24mSkwI3LsPUDWPasnVPb31/XEvl628k07VdvpLDg1xMOSGSjmF8hZkua5rJOsYQ7/cYnG4+RmJLqgGD35lrUcqLfa8OJiXVJ3v0lkb/vdnSkbLN012kAOjtvTL/DH1/e/SDmVDj5W/rbTqT9OZGMtaxcFDfntCWFyQRtqxbLktcsUKAA167d+ts0MDCQvXv3AnDlyhWuX8+aIeoitrC5yO7evbtlCv2zZ8/SsmVLfv/9d0aMGMFbb71l94D/dPbsWYoWLWrVVrRoUeLi4rhx40a6+0yYMAE/Pz/Lo2TJklmaMbfaeeIytZyOpLvNJSXh1j1LucTlk3/iYkq/cPCMi87mNJLXfbP9FKcup/399PX2k5y+kv7vLYv938Ll42maazkdob7Tfj5cf/Sur3/1ejLHf1tBDae0P/tu56Lg6C93PUZel3B6X4bbTBcOZuoY/9sQjdmALs7rKWRK58Pe/Svg4t2/n4504mICKeb0r0odPZ+QzWnuwV8Zf69CnM5w9UYyF+KTMuyTk9zcMAOf5b0pc/VXQlKjeTz1B6r/1JUPV2VQND5gbiTd+jDEkwxmsE7KxM+jkzPkK5T+Nu+i6bdLugp5u/N2p6q4/GN0lskEb7avTFBBL7u+1u1i+uGHH7aMqu3SpQsvv/wy/fv3p1u3brRo0cKurylyL2wusvfu3UvdunUB+Prrr6lWrRpbtmxh4cKFOXISsuHDh3P16lXL4+TJtJ/CCxTz8yDWSP+eOgMT+OSe+1sKlKpCMs7pbruRX0MBJXsdiE1/9IzZgENn7zJC5GL6H3wBlDbFcuLidcwZFD23nbiUQGnzHa54n99/5wyCd8mqGW8sUjlTx4j+69Yf/WVMsRn0MHJ8kV26kFe6V6sAyhfN3JB5hypSKcNNh8wl8Pdyo7B3Ju7jdbSk65g2TErTXMJ0gZRf/8eV67njg4L70axiEQDWmmum36F828wdqM4ztrVLhrqGlWTjG834T3gFHg1K5edXHuLph0rb/XWqV69OvXr1qFatGl26dAFgxIgRDBkyhHPnzvHYY48xe/Zsu7+uiK1sLrKTk5Nxd7/1j9DPP/9Mhw4dgFtT2cfGZvTHg30UK1aMc+fOWbWdO3cOX19fy+Lv/+bu7o6vr6/VQ9J6uFxhNvo+QqKR9jb9lPLtIH/uGQHg6R/IgWId07RfNPwoFz4o+wNJnhZcKONP8YMK3mUSvaJVMtx0wBxEhaI+ON3lvu5S/vk47nSHWx0KV7xzBsG9Sgf+ypf2A7ptRiWat+mUqWNUKOYDwEEjg9+lJicokrO/FwW93eleL+08AAXyudKjflA6e+QwJetC6SZpmg+ZA1ltrstzD5fBzcXmP4uy34VDuKfEp7upqnGYA7G55/aue9W+WgCtKhdlcsqTnDYKWm/0KwXN38zcgZq8DvUHgsutvyGTnfOR2uQ/UKunnRPnDQF+nvRtGETz4gal/LNmktj169dTpUoVJkyYQKVKlejduzebN29m2LBhrFixgnfffZcCBQpkyWuL2MLmf02qVKnCRx99xMaNG4mMjKRt21ufFp45c4aCBQveZe/706BBA9asWWPVFhkZSYMGDbL0dfMCJycT457twowib3HEXByAZJy5XLYjro997OB0tqv+7CfsCHmRkxTlKl787tWUi0+sICjI/p+qitzJE3VK4u/llqa9TZWilCl8l6t/FdtD0WppmtenVifKCOGlFncfmZE/nxuBdR5lrzk4zbakwlUhpGXancSaswuFX/iRgyW7ctnkxzkKsMwlHI9eX1P6Dh+i/NPApmVxdTaxOLUJp4x0hqjW7A75s249WXsZ9UhlhodXJLhgPvw8XahZ0MyiZ+pS1DfnT9oGQLcvoeFLJOUrRpxTfhbTklecRjDm0eo816Sso9Nljm9xzBmM1jpjFKJ4/lzyvbgPzk4mPn6qNmN7hfNZjS/5OXgo+wu0ILXNZBi4JfMXBpycoe0EGHqQ5Gc382PV6ZgfGpK14eW+NG7cmDlz5hAbG8v777/P8ePHadKkCeXLl2fSpEmcPZt2biERR7B5dvFJkybRqVMn/vvf/9K7d29q1KgBwIoVKyzDyDMrPj6eI0f+Hg557NgxoqKi8Pf3p1SpUgwfPpzTp0/z+eefA/D888/zwQcf8Prrr9OvXz9++eUXvv76a1auTDvJldguML8nr73wApcS+nP2wnF27NhJ64jHwNXV0dFs5+RM9SdGs2pVHdq1a0fd3HgO8kAo5O3OomfrM37lfjYc+gtvD1cer12C19tk4qqlsyv0XgHrJ5O491uu3DRYnlyP9QG9+bRpFVpWztx9g28+UpW5HrM58ttEmqZswcXZiaTyEfh3GA9OueDKXU7gVZAKT38C3BrR5bRqFRVLZf42mrBgfxY+U5/3fznMs6ffYpDxFc3d9uHhnf/W7OINX8qi4Pbl5GTiuSZlea5JWZKTk1m1ahVlCtv3nsss5eYFrcfh1nocbkDH5GTcVq2iXVgumtjSuwjXKzyK98GlVs1JhjMHSz1BDzvfA5tTOTmZaFGpKC0qFSU5uRarVq2iXFg7nO/l33sPPyicj1SnnH3LhvzNy8uLvn370rdvX44cOcLcuXOZOXMmI0eOpG3btqxYscLRESWPs7nIbtq0KRcuXCAuLs5qOMazzz5Lvny2DQ3Zvn07zZo1szwfMuTWp4e9e/dm3rx5xMbGEhPz972EpUuXZuXKlQwePJjp06dTokQJPv30Uy3fZWf+Xm4ku5UmJSr3THYmkpOVL+rDpz1r8f3KVTzSvg2utvwRmM8fwifiHj4R/+Rkiq1axWftGtt0DGcnE8+0DiO52ZesWrWKdu3a4a0PnrJd3dL+zH+63v8XBN44t2uXOz/EFIfzfmwm5xa7k//wEtxJ4pA5kLUlX2Roz86OjiaS7UJCQvjPf/5DUFAQw4cP18U3yRHuaZ1sZ2fnNPc7BAcH23ycpk2bYtxh/bz0JlJr2rQpu3btsvm1REQczQktlyUiduCWj6I9PoKkqZw7f5ao3/fQL6KdbR/giTwANmzYwJw5c1iyZAlOTk507dqVp59+2tGxRDJXZNeqVYs1a9ZQoEABQkNDMZkynmhn586ddgsnIvJA2P01Lusn8+jFwxgxZeHh16BmN0enEpHczi0f/kVL4u68x9FJRLLNmTNnmDdvHvPmzePIkSM0bNiQGTNm0LVrV7y88sbtEpLzZarIfvTRRy0zinfs2DEr84iIPFj2LoWl/bn90aTp0lFY/jw4uUD1Lg6NJiIikpuEh4fz888/U6hQIXr16kW/fv2oUKGCo2OJpJGpInv06NHpfi0ikqNdvwS75pMY8wdGjBNvXfOifNkQOtcqgZd7Jn79GQYcXEXqgVWcuJLM739V5A/TQZ6sF0T5oj6Zy7B5egbt01Rki4iI2MDV1ZVvvvmGRx55BGfn9GfZF8kJ7umebBGRHO/yCZjTFq6dwRvoCDQ+vJqu+0bx2dYKLH6uAQXSWVrLyrLnYPdXOAMhwHjgnd8OEf5rB6Y9UZOIGsXvnuNSdPrtF4+k3y4iIiLp0qzhkltkau2WAgUK4O/vn6mHiEiOsPYduHbGqqmg6RrDXBZx5Hw8n2zMoPi9LXo97P4qTfOrLospYL7C2O/2kZSSiYnMilZNv71Y2vWvRURERCT3y9SV7GnTpmVxDBEROzvyc7rNDzv9AcD6Q3/xets7rFWdwf7uphQaOu1jRXxD9p65Sq1SBdLt9/cLDoWFXcBI/bvN5AQPv37n/UREREQkV8pUkd27d++sziEiYl8efnD9QprmOPIB4Otxl6VuPPwy3BSHZ+aOARDSAnouw7xxKkkno3ArUQ2nxkOgbPO77ysiIiIiuU6mhotn5ObNm8TFxVk9RERyhNCn0m3+JrUJAF3CStx5/+pPgHPae7bPGP5sMlcjtFR+Qop4Zy5LmSakdv+GH6vNILXHMhXYIiIiIg8wm4vshIQEBg0aRJEiRfDy8qJAgQJWDxGRHKHhS1CrF4bp1uyjZsPEt6kN+cDoyoCmZelc6y5Fdv6S8PgcyFfQ0nTMXJT+SUOpFFiQD7rXysr0IiIiIpJL2Ty7+Ouvv87atWv58MMP6dmzJzNnzuT06dN8/PHHTJw4MSsyiojYztkFOryPqckbpMTuY/HvJylapz3rS/pTyNs9c8eoFAHlWkPMr8Qlm/h662XGN3uImkEF776viIiIiORJNhfZ3333HZ9//jlNmzalb9++NG7cmJCQEIKCgli4cCE9evTIipwiIvfGrwRGvqLkO7iKxiGFcHXNxH3U/+TiDmWa4JmcTMU/V1GluG/W5BQRERGRB4LNRfalS5coU6YMAL6+vly6dAmAhx56iAEDBtg3nYiIiNjPsY1c+2UqN8/+iW9Scd46dYnmLdvTrEIRRycTERF5YNhcZJcpU4Zjx45RqlQpKlasyNdff03dunX57rvvyJ8/fxZEFBGbbZ/L9U2z4OopdplD+N6pM4kBZ+haN8jRyUTEUQ5HYnzxBD5GKj5AM9MZGp6Posdnl4nr+gSP1gx0dEIREZEHgs0Tn/Xt25c//ri1zuywYcOYOXMmHh4eDB48mNdee83uAUXERpunw/evkO/KIfIZ12lk2s0M8zvMWbaKBb+ecHQ6EXGUte9g+ud67dxa932Q83Km/XwYwzAcFExEROTBYvOV7MGDB1u+btmyJX/++Sc7duwgJCSE6tWr2zWciNgoJelWkf0vnqYk+rus5N215elRrxQmk8kB4UTEoWKj0m2u5hTNsQsJxCem4JOZtd9FRETkjmwusv8tKCiIoCANQRXJERL+gusX091UznSKM1dvci0xBV/9IS2S9xQIhkvRaZpjjKIU8nYjn9t9/0kgIiIi3GORvW3bNtauXcv58+cxm81W26ZOnWqXYCJyD7wKg6c/3LiUZtMRI5AAPw+89Ye0SN7UYBCsHJKm+ZOUdvRtVhpnJ41wERERsQeb/9p+5513ePPNN6lQoQJFixa1GnaqIagiDubiBg1fhDVjrZoTDVc+TWnHgKZlcdIf0iJ5U52nwZzCjbXv4nnzHDHmwsxx7kLV1r0Z0KSso9OJiIg8MGwusqdPn86cOXPo06dPFsQRkfvWeAi4+3B90yycrp1mlzmEeabHeOrR9nSvH2zz4WKv3uTI5RQu7vuFYoUKQmBt0AdqIrlTvefwrPssydev8Ovq9Qx/pB3u7m6OTiUiIvJAsbnIdnJyolGjRlmRRUTspW5/8tXtD0BYcjLnV62iXW3bludJSTUzYtleru5axtsun1LoeBwAhn8Ipq7zoFg1e6cWydC+M1dZvus0rtdiaBC7FKeVP0Pph6BKp1sjOCTzTCZw88bdxaSRLSIiIlnA5iW8Bg8ezMyZM7Mii4jkIB+tP8rG7buY7jKDQqY4S7vp0hH4shukpjgwneQl87ce55H3N3Fg8wpeOvAUja8uxznqc1j2LMxrD0nXHR1RRERExMLmK9lDhw6lffv2lC1blsqVK+Pqaj1L8dKlS+0WTkQc5+vtp+jkvAl3UzrF9NWTEL0OyrXM9lySt1y5nsTbKw9gGAbjXOfgYUq27nDqd9gxFxq84JiAIiIiIv9i85Xsl156ibVr11K+fHkKFiyIn5+f1UNEHgxxN5PxNSVk3OHmlWzLInnX1qMXSUwxU9p0ltJO59LvdPin7A0lIiIicgc2X8n+7LPPWLJkCe3bt8+KPCKSQzxcrjAb9lTnOVam3ejsBqUfzv5Qkud4ud/6ZyrB8Mi4k5t3NqURERERuTubr2T7+/tTtqyW+hB50L3aujyH89Xm29SGaTc2fxO8i2R/KMlzGpYtSHE/D85TgA2pGUy2V7NH9oYSERERuQObi+wxY8YwevRorl/XRDMiD7Kggl6sHtyEk03eY5LHK+wv8gg3avSBfj9Bo5cdHU/yCBdnJ/7XK4wSBTwZmvw8UeYyf290doOmw6FiO8cFFBEREfkXm4eLz5gxg6NHj1K0aFGCg4PTTHy2c+dOu4UTEcfy93LjuSZlWZVQi3Lt3kzz/7tIdqga6MeG15rx+/FL/HWjOZG7vqJZaAguwQ3Aq5Cj44mIiIhYsbnI7tixYxbEEBERyZiTk4n6ZQqSnJzMqiNlMMq3BX3oIyIiIjmQTUV2SkoKJpOJfv36UaJEiazKJJL7mVPh6C8YF45x/lwSX247SYOyhSlX1MfRyUREREREJAvZVGS7uLjw3//+l169emVVHpHc78pJWNAZLhzCDegPLD+5kjbJA+kSFsTEx6phMpkcnVJERERERLKAzROfNW/enPXr12dFFpEHw/evwIVDVk0dnbfQ3XkNX20/yZKdpx2TS0REREREspzN92SHh4czbNgw9uzZQ+3atfHy8rLa3qFDB7uFE8l1rl+CI2vS3dTBeQsLUlux4o8zPF5bt1uIiIiIiDyIbC6yBw4cCMDUqVPTbDOZTKSmpt5/KpHcyjADRrqbXLj1/0ZKqjkbA4mIiIiISHayebi42WzO8KECW/I8r0JQqkG6m1an1gEgvGqx7EwkIg+gpORUUpOu//8HeyIiIpKT2Fxki8hdPPIeeBe1atqcWoXPUtvQrEJhnqxbykHBRCS3i09MYeknb3NlUhU673ueuImVOLn6PUfHEhERkX+webg4wPr165kyZQoHDhwAoHLlyrz22ms0btzYruFEcqUileDFnbBvKTf+Os4XB524Ur4zc0KK0CikkKPTiUgu9uWnU+j/13/h/xcoKGi+SMFfx3DFy5v8jfs7NpyIiIgA93Ale8GCBbRs2ZJ8+fLx0ksv8dJLL+Hp6UmLFi344osvsiKjSO7j7g21euHSfDiFgqrxUotyKrBF5L4cu5BAg3NfprvNvOX9bE4jIiIiGbH5Svb48eOZPHkygwcPtrS99NJLTJ06lXHjxtG9e3e7BhQRERE4dfk61U3n093me/NMNqcREbtKTeH89m9JPbqBzVt8aNCoCe4uzo5OJSL3yOYr2dHR0URERKRp79ChA8eOHbNLKBEREbFWsZgve40y6W676Fspm9OIiN1ciubS5OoE/vg0neM+o+naTvz8TmcOnLni6GQico9sLrJLlizJmjVp1wH++eefKVmypF1CiYiIiLXCPu4cqTyIRMN6EFoKzvi0HeWgVCJyvy59+Tz+iaet2tqb17F6/n8dlEhE7pfNw8VfffVVXnrpJaKiomjYsCEAmzdvZt68eUyfPt3uAUVEROSWXk88SWSkL97bZxKYFM0NvxCKhr9OgYoPOzqaiNyLa+fw/+u3dDfViV/LwbPXqFDMJ5tDicj9svlK9oABA1i0aBF79uzhlVde4ZVXXmHv3r189dVXPPfcc1mRUURERACTyUTr1u2p89q3RIVOouygZSqwRXIzIzXDTS4mMylmczaGyZs2bNhAREQExYsXx2QysXz58rvuk5iYyIgRIwgKCsLd3Z3g4GDmzJlj2b5v3z4ee+wxgoODMZlMTJs2Ld3jzJw5k+DgYDw8PKhXrx6///67nc5KHO2elvDq1KkTnTp1sncWEREREZG8w7c4lwtUp8Dl3Wk2/ebRiJcCfB0QKm9JSEigRo0a9OvXj86dO2dqn65du3Lu3Dlmz55NSEgIsbGxmP/xgcj169cpU6YMXbp0sZos+p+++uorhgwZwkcffUS9evWYNm0abdq04eDBgxQpUsQu5yaOc09FNkBSUhLnz5+3+oECKFWq1H2HEhERERHJC/y6zuLapxH4pF62tG00Qmn0xGuYTCYHJssbwsPDCQ8Pz3T/1atXs379eqKjo/H39wcgODjYqk+dOnWoU6cOAMOGDUv3OFOnTqV///707dsXgI8++oiVK1cyZ86cDPeR3MPmIvvw4cP069ePLVu2WLUbhoHJZCI1NeNhLyIiIiIi8jengGr4vL6X6LWfsW/3dtwqtqZ+y8fxy+fq6GiSjhUrVhAWFsbkyZOZP38+Xl5edOjQgXHjxuHp6ZmpYyQlJbFjxw6GDx9uaXNycqJly5Zs3bo1w/0SExNJTEy0PI+Li7v3E5EsZXOR3adPH1xcXPj+++8JCAjQJ2wiIiIiIvfD3ZuSLZ5lT2IJmoe3w9VVBXZOFR0dzaZNm/Dw8GDZsmVcuHCBgQMHcvHiRebOnZupY1y4cIHU1FSKFi1q1V60aFH+/PPPDPebMGECY8eOva/8kj1sLrKjoqLYsWMHFStWzIo8IiIiIiIiOZLZbMZkMrFw4UL8/PyAW0O/H3/8cWbNmpXpq9n3Yvjw4QwZMsTyPC4uTkso51A2F9mVK1fmwoULWZFFREREREQkxwoICCAwMNBSYANUqlQJwzA4deoU5cqVu+sxChUqhLOzM+fOnbNqP3fuHMWKFctwP3d3d9zd3e89vGQbm5fwmjRpEq+//jrr1q3j4sWLxMXFWT3uha3T10+bNo0KFSrg6elJyZIlGTx4MDdv3ryn1xYREREREcmMRo0acebMGeLj4y1thw4dwsnJiRIlSmTqGG5ubtSuXZs1a9ZY2sxmM2vWrKFBgwZ2zyzZz+Yr2S1btgSgRYsWVu33OvGZrdPXf/HFFwwbNow5c+bQsGFDDh06RJ8+fTCZTEydOtXW0xERERERkTwqPj6eI0eOWJ4fO3aMqKgo/P39KVWqFMOHD+f06dN8/vnnAHTv3p1x48bRt29fxo4dy4ULF3jttdfo16+fZah4UlIS+/fvt3x9+vRpoqKi8Pb2JiQkBIAhQ4bQu3dvwsLCqFu3LtOmTSMhIcEy27jkbjYX2WvXrrVrAFunr9+yZQuNGjWie/fuwK0p87t168Zvv/1m11wiIiIiIvJg2759O82aNbM8v33Pc+/evZk3bx6xsbHExMRYtnt7exMZGcmLL75IWFgYBQsWpGvXrrz99tuWPmfOnCE0NNTyfMqUKUyZMoUmTZqwbt06AJ544gn++usvRo0axdmzZ6lZsyarV69OMxma5E42F9lNmjSx24vfy/T1DRs2ZMGCBfz+++/UrVuX6OhoVq1aRc+ePe2WS0REREREHnxNmzbFMIwMt8+bNy9NW8WKFYmMjMxwn+Dg4Dse87ZBgwYxaNCgTOWU3MXmItue7mX6+u7du3PhwgUeeughDMMgJSWF559/nv/85z/p9td6ciIiIiIiIpJdbJ74zNHWrVvHO++8w6xZs9i5cydLly5l5cqVjBs3Lt3+EyZMwM/Pz/LQNPciIiIiIiKSVRx6Jftepq8fOXIkPXv25JlnngGgWrVqJCQk8OyzzzJixAicnKw/N9B6ciIiIiIiIpJdHHol+16mr79+/XqaQtrZ2Rkg3Xsf3N3d8fX1tXqIiIiIiIiIZIV7upKdkpLCunXrOHr0KN27d8fHx4czZ87g6+uLt7e3Tce62/T1vXr1IjAwkAkTJgAQERHB1KlTCQ0NpV69ehw5coSRI0cSERFhKbZFREREREREHMHmIvvEiRO0bduWmJgYEhMTadWqFT4+PkyaNInExEQ++ugjm453t+nrY2JirK5cv/nmm5hMJt58801Onz5N4cKFiYiIYPz48baeioiIiIiIiIhd2Vxkv/zyy4SFhfHHH39QsGBBS3unTp3o37//PYW40/T1t9eSu83FxYXRo0czevToe3otERERERERkaxic5G9ceNGtmzZgpubm1V7cHAwp0+ftlswERERERERkdzG5onPzGYzqampadpPnTqFj4+PXUKJiIiIiIiI5EY2F9mtW7dm2rRplucmk4n4+HhGjx5Nu3bt7JlNREREREREJFexebj4u+++S5s2bahcuTI3b96ke/fuHD58mEKFCvHll19mRUYRERERERGRXMHmIrtEiRL88ccfLFq0iN27dxMfH8/TTz9Njx498PT0zIqMIiIiIiIiIrnCPa2T7eLiwlNPPWXvLCIiIiIiIiK5ms1F9ueff37H7b169brnMCIiIiIiIiK52T2tk/1PycnJXL9+HTc3N/Lly6ciW0RERERERPIsm2cXv3z5stUjPj6egwcP8tBDD2niMxEREZG8Jime1OREEhJTHJ1ERCRHsLnITk+5cuWYOHFimqvcIiIiIvKA+usQSXMicP5vaSL2PM+WSR144X+rOfpXvKOTiYg4lF2KbLg1GdqZM2fsdTgRERERyakSr2F8FoFbzAacMHA1pdLO+XcGnHqD7v/bqqvaIpKn2XxP9ooVK6yeG4ZBbGwsH3zwAY0aNbJbMBERERHJofYuwRR/Nk1zVafjlEnYxfe7K/BEnVIOCCYi4ng2F9kdO3a0em4ymShcuDDNmzfn3XfftVcuEREREcmpLp/IcFMJ01+cvHQjG8OIiOQsNhfZZrM5K3KIiIiISG4RWCvDTbvNZXi1hF82hhERyVlsLrJFRCRvOR93k9mbjpF06GdaX1vOjZPTcK3YFOoPBO/Cjo4nIo5QoR2UqAOntlk1f5dan3wlq9OiUlEHBRMRcbxMFdlDhgzJ9AGnTp16z2FERCRnOR93k0dnbqZp/EomuM6+1XgB2LQT9i6B/mvBq6BDM4qIAzg5Q89lpG6awZWdSzmfYGa9RzNu1HqGBU3K4+xkcnRCERGHyVSRvWvXrkwdzGTSL1QRkQfJ7M3HuHj1GkPdv0678coJ2PYJNB2W/cFExPHcfXBuMQLfh19n06pVPN2uHa6uro5OJSLicJkqsteuXZvVOUREJAfacfwypU2xFDRdS79DzK/ZG0hEREQkh7PbOtkiIvLgKernwQXDjxQjg38ufItnbyARERGRHO6eJj7bvn07X3/9NTExMSQlJVltW7p0qV2CiYiI4/WsH8SqPbGsNNfnUect1htNzhD2tGOCiYiIiORQNl/JXrRoEQ0bNuTAgQMsW7aM5ORk9u3bxy+//IKfn5ZrEBF5kNQvU5D3utZkhucLLEltTJLhDIDZrxQ8PgdK1HZwQhEREZGcxeYr2e+88w7vvfceL7zwAj4+PkyfPp3SpUvz3HPPERAQkBUZRUTEgTqGBhJRozjH/2rM9+tXEtG0Dq6FyoKT7jgSERER+Teb/0I6evQo7du3B8DNzY2EhARMJhODBw/mf//7n90DioiI4zk7mSjlnw9ndy8oEKwCW0RERCQDNv+VVKBAAa5duzXLbGBgIHv37gXgypUrXL9+3b7pRERERERERHIRm4eLP/zww0RGRlKtWjW6dOnCyy+/zC+//EJkZCQtWrTIiowiIiIiIiIiuUKmi+y9e/dStWpVPvjgA27evAnAiBEjcHV1ZcuWLTz22GO8+eabWRZUREREREREJKfLdJFdvXp16tSpwzPPPMOTTz4JgJOTE8OGDcuycCIiIiIiIiK5SabvyV6/fj1VqlTh1VdfJSAggN69e7Nx48aszCYiIiIiIiKSq2S6yG7cuDFz5swhNjaW999/n+PHj9OkSRPKly/PpEmTOHv2bFbmFBEREREREcnxbJ5d3MvLi759+7J+/XoOHTpEly5dmDlzJqVKlaJDhw5ZkVFEREREREQkV7ivhU5DQkL4z3/+w5tvvomPjw8rV660Vy4RERERERGRXMfmJbxu27BhA3PmzGHJkiU4OTnRtWtXnn76aXtmExEREREREclVbCqyz5w5w7x585g3bx5HjhyhYcOGzJgxg65du+Ll5ZVVGUVERERE5P/Yu+uwqNK3D+DfGVIaQRARBURRQkUxUQHbtXVNLOzA7rU7ds111w7s1nUVEwVsRRFbFAPsDkCRuN8/+M15GWaGOTAjqHt/rmsu5cw85zxTZ85T980Y+yGIbmQ3atQIx44dg7W1Nbp06YLu3bvD1dX1W9aNMcYYY4wxxhj7oYhuZOvp6WHnzp1o0qQJdHR0vmWdGGOMMcYYY4yxH5LoRva+ffu+ZT0YY4wxxhhjORDz4hPWnn6IVy+fo6PkECp9OAOd5D1ApR6AU838rh5j/1m5DnzGGGOMMcYYyx8XH75Fp1XnoZ+agD36E+EifZpxx82bwM09QJOFgHdgvtaRsf8qjVJ4McYYY4wxxvLenIO3kZyajgCdY//fwM4sdCqQ8iXvK8YY40Y2Y4wxxhhjP5L0dELko3cAgErSO8of9Pkt8Op2HtaKMSbDjWzGGGOMMcZ+IFKpBNYm+gCAV2Su/EESKWBik4e1YozJcCObMcYYY4yxH0znqo4AgE1pdZFKSi7pXX8BzIrkbaUYYwC4kc0YY4wxxtgPJ6i2C3rWcMJdXRcMSRmA57ACAJBEB3BrDjT/K59ryNh/F0cXZ4wxxhhj7AejI5VgfBM3DK5bEs8/1ICR0ViEhgSjVoMW0LPgEWzG8hM3shljjDHGGPtBmRrqwdRQDykpKUgwtAeMC+V3lRj7z+Pp4owxxhhjjDHGmJZwI5sxxhhjjDH2nxQREYGmTZuiSJEikEgk2Lt3r9oyycnJGDduHIoXLw4DAwM4OjpizZo1co/ZsWMHSpcuDUNDQ3h6eiIkJETu/m7dukEikcjdGjZsqM2nxvIRTxdnjDHGGGOM/SclJiaiXLly6N69O1q1aiWqTNu2bfHixQusXr0aLi4uePbsGdLT04X7z5w5gw4dOmDWrFlo0qQJNm/ejBYtWuDy5cvw8PAQHtewYUOsXbtW+NvAwEB7T4zlK25kM8YYY4wxxv6TGjVqhEaNGol+/KFDhxAeHo779++jYMGCAABHR0e5xyxatAgNGzbEyJEjAQDTpk3D0aNHsWTJEixbtkx4nIGBAQoXLqz5k2DfHZ4uzhhjjDHGGGMi7Nu3D97e3pg7dy7s7e1RqlQpjBgxAp8/fxYec/bsWdStW1euXIMGDXD27Fm5bWFhYbCxsYGrqyv69euHN2/eZHvs5ORkfPz4Ue7Gvk/fRSP7r7/+gqOjIwwNDVGlShVcuHAh28e/f/8eAwYMgJ2dHQwMDFCqVCmFdQ6MMcYYY4wxpk3379/HqVOncP36dezZswcLFy7Ezp070b9/f+Exz58/h62trVw5W1tbPH/+XPi7YcOGWL9+PUJDQzFnzhyEh4ejUaNGSEtLU3nsWbNmwdzcXLg5ODho/wkyrcj36eLbtm3DsGHDsGzZMlSpUgULFy5EgwYNcOfOHdjY2Cg8/uvXr6hXrx5sbGywc+dO2Nvb49GjR7CwsMj7yjPGGPuxJL3Fw/P78SE+Do9e14CLnVV+14gxxtgPJD09HRKJBJs2bYK5uTkAYP78+fj111/x999/o0CBAqL20759e+H/np6eKFu2LEqUKIGwsDDUqVNHaZmxY8di2LBhwt8fP37khvZ3Kt9HsufPn49evXohMDAQbm5uWLZsGYyMjBQi9MmsWbMGb9++xd69e+Hj4wNHR0f4+vqiXLlyeVxzxhhjP5LEU8uQPNcVJcMHosvr31FgWSUs3rQT6emU31VjjDH2g7Czs4O9vb3QwAaAMmXKgIjw+PFjAEDhwoXx4sULuXIvXrzIdv21s7MzrK2tce/ePZWPMTAwgJmZmdyNfZ/ytZH99etXXLp0SW7NglQqRd26dRXWLMjs27cP1apVw4ABA2BrawsPDw/MnDlT5dQKXrvAGGMMz66iwLExMMBXYZO95A1a3hmDzecf5l+9GGOM/VB8fHzw9OlTJCQkCNtiYmIglUpRtGhRAEC1atUQGhoqV+7o0aOoVq2ayv0+fvwYb968gZ2d3bepOMtT+drIfv36NdLS0tSuWcjs/v372LlzJ9LS0hASEoIJEyZg3rx5mD59utLH89oFxhhjKVe2QgrFEWsH6SvcuXA4H2rEGGPse5CQkIArV67gypUrAIAHDx7gypUriIuLA5AxRbtLly7C4zt27AgrKysEBgbi5s2biIiIwMiRI9G9e3dhqvjgwYNx6NAhzJs3D7dv38bkyZMRGRmJoKAg4ZgjR47EuXPn8PDhQ4SGhqJ58+ZwcXFBgwYN8vYFYN9Evk8Xz6n09HTY2NhgxYoVqFixItq1a4dx48bJhcPPbOzYsfjw4YNwi4+Pz+MaM8YYy2/pX5NU3idJUX0fY4yxn1tkZCS8vLzg5eUFABg2bBi8vLwwceJEAMCzZ8+EBjcAmJiY4OjRo3j//j28vb0REBCApk2bYvHixcJjqlevjs2bN2PFihUoV64cdu7cib179wo5snV0dHD16lU0a9YMpUqVQo8ePVCxYkWcPHmSc2X/JPI18Jm1tTV0dHRytGbBzs4Oenp60NHREbaVKVMGz58/x9evX6Gvry/3eAMDA/6wMsbYf5yBW2Mgaq3C9o9kBGv32vlQI8YYY98DPz8/EKmOzbFu3TqFbaVLl8bRo0ez3W+bNm3Qpk0bpfcVKFAAhw/zLKqfWb6OZOvr66NixYpyaxbS09MRGhqqcs2Cj48P7t27h/T0dGFbTEwM7OzsFBrYjDHGGADApS7el2wltymVpFhm0h/d/N3zqVKMMcYY+xnl+3TxYcOGYeXKlQgODsatW7fQr18/JCYmIjAwEADQpUsXjB07Vnh8v3798PbtWwwePBgxMTE4cOAAZs6ciQEDBuTXU2CMMfa9k0hgEbAWH9vuwtWiAdhj0BLH/Pdh8NDfYGaol9+1Y4wxxthPJN/zZLdr1w6vXr3CxIkT8fz5c5QvXx6HDh0SgqHFxcVBKv3/vgAHBwccPnwYQ4cORdmyZWFvb4/Bgwdj9OjR+fUUGGOM/SDM3OqiTElfPAgJQR2fqtDT1VFfiDHGGGMsB/K9kQ0AQUFBQrS9rMLCwhS2VatWDefOnfvGtWKMMcYYY4wxxnIm36eLM8YYY4yx/6jP7/Fo52/wuDIe92ZVxz8rpiD+TYL6cowx9h37LkayGWOMMcbYf0xqMt7+3QAun25n/E1AmafzsWdJNKSDN8HeokD+1o8xxnKJR7IZY4wxxlieS722GwVlDexMmqcfx55jJ/OhRowxph3cyGaMMcYYY3ku8cEFpdulEsLX+Mt5XBvGGNMebmQzxhhjjLE8Z2DtqPI+iWXxvKsIY4xpGTeyGWOMMcZYnjOs2AmJOuYK2y+ll4J/nUb5UCPGGNMObmQzxhhjjLG8Z2wF/e7/4pFJeQDAV9LBCd2aSGi5AeUdLPK1aowxpgmOLv6T+fQlBTsiH+P9nQhUeLkXX5L+gV7ZpkCZZoBUJ7+rxxhjjDEm0LMvhyKDj+Gff3aiul89+Ftb53eVGGNMY9zI/om8SUhGm2VnUfvddozX25Sx8Q6AO7syGtlt1wMSSb7WkTHGGGNMgZ4RLMwVp44zxtiPiKeL/0RWnLyP96+fYaTudsU7b+0D7oXmfaUYY4wxxhhj7D+EG9k/kYiY16givQUDSYryB8RyI5sxxhhjjDHGviVuZP9EzAvo4iOMVD/AkKdhMcYYY4wxxti3xI3sn0i7Sg44m+6OuPRCindK9YCy7fK+UowxxhhjjDH2H8KN7J9IS6+i6O9fCn3TR+Fuur2wPd3IGvh1DVDQKR9rxxhjjDHGGGM/P44u/j25cxAImw3d59dQW98GEvv3gHfXHO1iRANXdK/hhOuPm+HGmS1oUtMLuo7VAV39b1NnxhhjjDHGGGMCHsn+XtwLBbZ2BJ5dgYTSYJr8DLr7BwGXgnO8q4LG+qjmbAVJQWdQcR9uYDPGGGOMMcZYHuFG9vfi9CKA0hW3n5qf93VhjDHGGGOMMZYr3Mj+TtDru8rvePcQSFORkosxxhhjjDHG2HeFG9nfiZtpDkq3p1q6ADp6eVwbxhhjjDHGGGO5wY3s70D82yRMed8AKaSjcN+RQjkLfMYYY4wxxhhjLP9wI/s7EPc2CRfSS6NzylicSnPHWzJBVLoL+n4dgsPSmvldPcYYY4wxxhhjInEKr+9ASVsT6EolOJfuhnPpbnL3/VbELJ9qxRhjjDHGGGMsp3gk+ztgY2qITlWLK2wvYm6Idt7F8qFGjDHGGGOMMcZyg0eyvxMTm7jB0coI2yIf40PSVzgaJGF2l8owN+KgZ4wxxhhjjDH2o+BG9ndCKpWgm48Tuvk4ISUlBSEhIbAzN8zvajHGGGOMMcYYywGeLs4YY4wxxhhjjGkJN7IZY4wxxhhjjDEt4UY2Y4wxxhhjjDGmJdzIZowxxhhjjDHGtIQb2YwxxhhjjDHGmJZwI5sxxhhjjDHGGNMSbmQzxhhjjDHGGGNawo1sxhhjjDHGGGNMS7iRzRhjjDHGGGOMaQk3shljjDHGGGOMMS3hRjZjjDHGGGOMMaYl3MhmjDHGGGOMMca0hBvZjDHGGGOMMcaYlnAjmzHGGGOMMcYY0xJuZDPGGGOMMcYYY1qim98VYIwx9vP7kJSCzfsOwO3OEtRKv4V3t2xg5jcAhlV75nfVGGOMMca0ihvZjDHGvqm0dMLIFbvwx7shMJN8BiQAviQAh4YDye8A35H5XUXGGGOMMa3h6eKMMca+qeO3X8Ln9c6MBnYWqacWASmK2xljjDHGflTcyGaMMfZN3Xn+EaWl8Urv0035BHx4nMc1Yowxxhj7driRzRhj7JsqUcgEselFlN6XqmsMmCm/jzHGGGPsR8SNbMYYY99UXTdbhJq3wmfSV7hPp0pvQN84H2rFGGOMMfZtcCObMcbYN6WnI8Wsvm2wwmkBzpE7UkgH7/Rs8dl3IiR1JuZ39RhjjDHGtIqjizPGGPvmbEwNMbhbJ6SktENISAh++eUX6Onp5Xe1GGOMMca07rsYyf7rr7/g6OgIQ0NDVKlSBRcuXBBVbuvWrZBIJGjRosW3rSDLeylfQHcOIf1JJI5ExeJ1QnJ+14gxxhhjjP1kIiIi0LRpUxQpUgQSiQR79+5VWyY5ORnjxo1D8eLFYWBgAEdHR6xZs0buMTt27EDp0qVhaGgIT09PhISEyN1PRJg4cSLs7OxQoEAB1K1bF3fv3tXmU/vu3HuZgH3RT3H18fv8rso3l++N7G3btmHYsGGYNGkSLl++jHLlyqFBgwZ4+fJltuUePnyIESNGoGbNmnlUU5ZnHkQgdV4Z6O/shJYvF8P3gC9mzJ6OZeGx+V0zxhhjjDH2E0lMTES5cuXw119/iS7Ttm1bhIaGYvXq1bhz5w62bNkCV1dX4f4zZ86gQ4cO6NGjB6KiotCiRQu0aNEC169fFx4zd+5cLF68GMuWLcP58+dhbGyMBg0a4MuXL1p9ft+DlLR0DNoShbrzwzFoSxSaLTmNDivO4eOXlPyu2jeT743s+fPno1evXggMDISbmxuWLVsGIyMjhd6gzNLS0hAQEIApU6bA2dk5D2vLvrmvicC2ztD98lbYZCL5gjk6fyH44GlcfPg2m8KMMcYYY4yJ16hRI0yfPh0tW7YU9fhDhw4hPDwcISEhqFu3LhwdHVGtWjX4+PgIj1m0aBEaNmyIkSNHokyZMpg2bRoqVKiAJUuWAMgYxV64cCHGjx+P5s2bo2zZsli/fj2ePn0qaiT9R7Py5H3si34qt+3s/TeYFXIrn2r07eVrI/vr16+4dOkS6tatK2yTSqWoW7cuzp49q7Lc1KlTYWNjgx49eqg9RnJyMj5+/Ch3Y9+xmMPAl/cKm/UlaWimcwa7Lz/J+zoxxhhjjDEGYN++ffD29sbcuXNhb2+PUqVKYcSIEfj8+bPwmLNnz8q1bwCgQYMGQvvmwYMHeP78udxjzM3NUaVKlWzbQD9qu2aPiuv3vVFPQUR5XJu8ka+Bz16/fo20tDTY2trKbbe1tcXt27eVljl16hRWr16NK1euiDrGrFmzMGXKFE2ryvJKymeVdxWQJONlSloeVoYxxhhjjLH/d//+fZw6dQqGhobYs2cPXr9+jf79++PNmzdYu3YtAOD58+dK2zfPnz8X7pdtU/UYZX7Uds1nFdfvyalpSCdAR5LHFcoD+T5dPCc+ffqEzp07Y+XKlbC2thZVZuzYsfjw4YNwi4+P/8a1ZBpxqQuSKo84fDTNG3XL2Cq9jzHGGGOMsW8tPT0dEokEmzZtQuXKlfHLL79g/vz5CA4OlhvN/hZ+1HaNqut3f1cb6Eh/whY28nkk29raGjo6Onjx4oXc9hcvXqBw4cIKj4+NjcXDhw/RtGlTYVt6ejoAQFdXF3fu3EGJEiXkyhgYGMDAwOAb1J59E6a2kNSfDjo0BhL8//SRFamNUcy9Khp6KH4uGGOMMcYYywt2dnawt7eHubm5sK1MmTIgIjx+/BglS5ZE4cKFs23fyP598eIF7Ozs5B5Tvnx5lcf+Uds1A2u74NS917j3MkHYZmNqgN8al8nHWn1b+TqSra+vj4oVKyI0NFTYlp6ejtDQUFSrVk3h8aVLl8a1a9dw5coV4dasWTP4+/vjypUrcHBwyMvqs2+lal9I+p3B+4oDcbTAL1hdajlKdV6IvwMq/LS9XYwxxhhj7Pvn4+ODp0+fIiHh/xuMMTExkEqlKFq0KACgWrVqcu0bADh69KjQvnFyckLhwoXlHvPx40ecP39eaRvoR2dlYoD9A2vg91/LItDHEVOauePYcF+UKGSS31X7ZvJ1JBsAhg0bhq5du8Lb2xuVK1fGwoULkZiYiMDAQABAly5dYG9vj1mzZsHQ0BAeHh5y5S0sLABAYTv7wdm6wbjhJCSlh6DLL79AT0/5FHLGGGOMMcZyKyEhAffu3RP+fvDgAa5cuYKCBQuiWLFiGDt2LJ48eYL169cDADp27Ihp06YhMDAQU6ZMwevXrzFy5Eh0794dBQoUAAAMHjwYvr6+mDdvHho3boytW7ciMjISK1asAABIJBIMGTIE06dPR8mSJeHk5IQJEyagSJEiaNGiRZ6/BnnBUE8Hbbz/OwOi+d7IbteuHV69eoWJEyfi+fPnKF++PA4dOiQEAoiLi4NU+kMtHWeMMcYYY4z9ACIjI+Hv7y/8PWzYMABA165dsW7dOjx79gxxcXHC/SYmJjh69CgGDhwIb29vWFlZoW3btpg+fbrwmOrVq2Pz5s0YP348fvvtN5QsWRJ79+6VGxQcNWoUEhMT0bt3b7x//x41atTAoUOHYGhomAfPmn1r+d7IBoCgoCAEBQUpvS8sLCzbsuvWrdN+hRhjjDHGGGM/PT8/v2zTSClra5QuXRpHjx7Ndr9t2rRBmzZtVN4vkUgwdepUTJ06VXRd2Y+Dh4gZY4wxxhhjjDEt4UY2Y4wxxhhjjDGmJdzIZowxxhhjjDHGtIQb2YwxxhhjjDHGmJZwI5sxxhhjjDHGGNMSbmQzxhhjjDHGGGNawo1sxhhjjDHGGGNMS7iRzRhjjDHGGGOMaQk3shljjDHGGGOMMS3hRjZjjDHGGGOMMaYl3MhmjDHGGGOMMca0RDe/K5DXiAgA8PHjR5WPSUlJQVJSEj5+/Ag9Pb0cHyO/y3MdtFP+e6jDz/Acvoc6/AzP4Xuow8/wHL6HOvwMz+F7qAM/B66DtspzHbRTXsw+ZNffsutxphkx7RqmPTn5/P7nGtmfPn0CADg4OORzTRhjjDHGGPvv+fTpE8zNzfO7Gj88btfkDzGfXwn9x7qS0tPT8fTpU5iamkIikSh9zMePH+Hg4ID4+HiYmZnl+Bj5XZ7roJ3y30Mdfobn8D3U4Wd4Dt9DHX6G5/A91OFneA7fQx34OXAdtFWe66Cd8mL2QUT49OkTihQpAqmUV61qSky75nukjc9afsjJ5/c/N5ItlUpRtGhRUY81MzPT6I3P7/JcB+2U/x7q8DM8h++hDj/Dc/ge6vAzPIfvoQ4/w3P4HurAz4HroK3yXAftlFe3Dx7B1p6ctGu+R9r4rOU1sZ9f7kJijDHGGGOMMca0hBvZjDHGGGOMMcaYlnAjWwkDAwNMmjQJBgYGP2R5roN2yn8PdfgZnsP3UIef4Tl8D3X4GZ7D91CHn+E5fA914OfAddBWea6Ddsprax/s5/df+Jz85wKfMcYYY4wxxhhj3wqPZDPGGGOMMcYYY1rCjWzGGGOMMcYYY0xLuJHNGGOMMcYYY4xpCTeyGWOMMcYYY4wpNXnyZJQvXz6/q6FWt27d0KJFC+FvPz8/DBkyJF/qwo1sxr4DixcvxpcvXwAAcXFx4HiE/13/hc/C+/fv87sKoqWmpmLq1Kl4/PhxfleFsXz1rc9NP9J5gbH/mhEjRiA0NDS/q5Fju3fvxrRp0/Ll2BxdXIs2bNiAZcuW4cGDBzh79iyKFy+OhQsXwsnJCc2bN1d4/MePH0Xv28zMLNv7ixUrBj8/P/j6+sLPzw8lSpTIcf21ITQ0FKGhoXj58iXS09Pl7luzZo3C469evQoPDw9IpVJcvXo1232bmJjAwcEBenp6Wq1zZmvXrkW7du1gZGSk8b7i4+MBAA4ODmofq6uri6dPn8LGxgY6Ojp49uwZbGxsNK5Dbnz9+hV79+7F2bNn8fz5cwBA4cKFUb16dTRv3hz6+vqi9/Xy5UvcuXMHAODq6ir6OYWEhEBHRwcNGjSQ23748GGkp6ejUaNGousQGRmJW7duAQDKlCkDb29vUeWOHz+O6tWrw9DQUPSxslL1Xr558wY2NjZIS0tTKPM9fRYAwNnZGRcvXoSVlZXc9vfv36NChQq4f/9+tuXnzJkDR0dHtGvXDgDQtm1b7Nq1C4ULF0ZISAjKlSuntg6fP38GEQnfy0ePHmHPnj1wc3ND/fr1RT+X5ORkAMhxyhBTU1Ncu3YNjo6OOSqnzL179xAbG4tatWqhQIECICJIJBKN9/sj0fQ1iIuLg4ODg0IZIkJ8fDyKFSuWbfn09HTcu3dP6e9UrVq1xD+RXBo2bJjox86fP/8b1iRntHlu0sZ5oXbt2ti9ezcsLCzktn/8+BEtWrTA8ePHsy0/derUbO+fOHGi0u0fP35Ue02WlwYNGgQXFxcMGjRIbvuSJUtw7949LFy4MNvyDx48wMmTJ/Ho0SMkJSWhUKFC8PLyQrVq1XL0+5eWloY9e/bI/d62aNECurq6OX5O7OeUkpIi6hpe7OOU6datG96/f4+9e/fmqrxWEZOTmJhIt27doujoaLmbOn///TdZW1vT9OnTqUCBAhQbG0tERGvXriU/Pz+lZSQSCUmlUlE3dTZs2EC9evWikiVLkkQioaJFi1JAQACtWLGCYmJiRD3358+fU6dOncjOzo50dHRyXIfJkyeTVCqlypUrU/PmzalFixZyN1WvwYsXL+ReD4lEovJmYWFBW7duldtHy5YtRd/UsbGxIVNTU+revTudPn1axKsmLyUlhcaPH09mZmbC62ZmZkbjxo2jr1+/qizn4OBAf//9Nz18+JAkEgldunSJHj16pPSmTqtWrWj27NkK2+fMmUO//vprtmXv3r1Lzs7OZGhoSL6+vtS2bVtq27Yt+fr6kqGhIbm4uNDdu3fV1uHjx4/UqVMn0tXVFd47XV1dCggIoPfv36st7+npSQcOHFDYfvDgQSpbtqza8kRE8fHxVKNGDZJIJGRpaUmWlpYkkUjIx8eH4uPj1ZY3NjYmAwMDqlGjBo0fP56OHj1KSUlJoo4tk/nzndmTJ0/I0NBQaRltfhYSEhJo/PjxVK1aNSpRogQ5OTnJ3TR5Ds+fPyd9fX215R0dHYXv0pEjR8jCwoIOHz5MPXr0oHr16omqQ7169Wjp0qVERPTu3TuytbWlokWLkqGhIf3999/Zlj1y5Ag1atSILCwshO+khYUFNWrUiI4ePSrq+M2aNaN169aJeqwqr1+/pjp16gjnOdlvRGBgIA0bNkxpmaFDh4q+iSGVSpW+l69fvxZ1jv/69Ss5OzvTzZs3RR1P2XFy+hooo8nzOHv2LDk5OSn9rRHzGhBp/lvp5+dH5ubmZGRkRF5eXuTl5UXGxsZkZmZGfn5+ws3f3z/b/dy7d4/GjRtH7du3F16PkJAQun79utLHe3l50du3b4mIqHz58sKxld2U0ea5SRvnBVXnphcvXpCurq7a8uXLl5e7ubu7k5GREZmZmal8DYjkP3/+/v707t07UfXNTk7fy8yKFClCkZGRCtsvXbpE9vb2Kstt3LiRKlWqRBKJhAoXLkwVKlQgHx8fKlOmDOnr65OZmRn169ePHj58qLYO169fJ2dnZ4XPtKOjI127dk1teaY9vr6+FBQURIMHDyYLCwuysbGhFStWUEJCAnXr1o1MTEyoRIkSFBISIpRJTU2l7t27k6OjIxkaGlKpUqVo4cKFcvudNGkSlStXTvg7LS2NpkyZQvb29qSvr0/lypWjgwcPCvc/ePCAANDWrVupVq1aZGBgQGvXrlVaZwD0999/U9OmTcnIyIgmTZokqk6pqak0dOhQMjc3p4IFC9LIkSOpS5cu1Lx5c7nXY/DgwXLH2rNnj9x+zM3NhbolJyfTgAEDqHDhwmRgYEDFihWjmTNnqn/hleDupf959eoVAgMDcfDgQaX3KxtxyuzPP//EypUr0aJFC8yePVvY7u3tjREjRigtc+LECeH/Dx8+xJgxY9CtWzdUq1YNAHD27FkEBwdj1qxZauvfqVMndOrUCQDw7NkzhIeHY//+/ejfvz/S09PV1h/I6P2Ji4vDhAkTYGdnl+PRlWXLlmHdunXo3Lmz6DIPHjxAoUKFhP9nJzk5GTt27MDo0aOF3m8AMDc3z1E9s/PkyRP8+++/WLduHfz8/ODs7IzAwEB07doVhQsXVlt+4MCB2L17N+bOnSv3Pk6ePBlv3rzB0qVLlZYbP348Bg4ciKCgIEgkElSqVEnhMfS/0R5172VERAQmT56ssL1Ro0aYN29etmX79esHT09PREVFKfTUf/z4EV26dMGAAQNw+PDhbPfTs2dPREVFYf/+/XKvw+DBg9GnTx9s3bo12/J3796Fm5ubwvbSpUvj3r172ZbNXIeUlBTcunULrq6uAIA7d+4gMDAQPXv2xKFDh7It/+7dO1y4cAHh4eEIDw/HwoUL8fXrV3h7e8Pf3x/Tp09XWXbx4sUAAIlEglWrVsHExES4Ly0tDREREShdurTSstr8LPTs2RPh4eHo3Llzjr/T+/btE/5/+PBhue9ZWloaQkNDRY3sPn/+XJjNsX//frRt2xb169eHo6MjqlSpIqouly9fxoIFCwAAO3fuhK2tLaKiorBr1y5MnDgR/fr1U1ouODgYPXv2xK+//ooFCxbA1tYWAPDixQscOXIEv/zyC1avXq32nNWoUSOMGTMG165dQ8WKFWFsbCx3f7NmzdQ+h6FDh0JXVxdxcXEoU6aMsL1du3YYNmyY0u9mVFSUwuuQmpoqfJ5jYmKgo6ODihUrqj0+AJXTe5OTk0XNUNHT0xOmC+dGbl4DZUjFyHdCQoLakbe+ffvC29sbBw4cyNXvHKD5b2XTpk1hamqK4OBgWFpaAsg43wQGBqJmzZoYPny42n2Eh4ejUaNG8PHxQUREBGbMmAEbGxtER0dj9erV2Llzp0KZ5s2bC7M4Mq9ZFEub5yZNzguZZ73dvHlTmHEFZJybDh06BHt7e7XPJ+v3C8j4nevWrRtatmypspyJiYkwGyksLAwpKSlqj5Wd3LyXmb1580bpdZCZmRlev36ttIyXlxf09fXRrVs37Nq1S2HGXXJyMs6ePYutW7fC29sbf//9N9q0aaOyDj179oS7uzsiIyPlPtPdunVD7969cebMGXUvA9Oi4OBgjBo1ChcuXMC2bdvQr18/7NmzBy1btsRvv/2GBQsWoHPnzoiLi4ORkRHS09NRtGhR7NixA1ZWVjhz5gx69+4NOzs7tG3bVukxFi1ahHnz5mH58uXw8vLCmjVr0KxZM9y4cQMlS5YUHjdmzBjMmzcPXl5e2Z6fJ0+ejNmzZ2PhwoXQ1dUVVad58+Zh3bp1WLNmDcqUKYN58+Zhz549qF27dq5fu8WLF2Pfvn3Yvn07ihUrhvj4eGFmao7lqmn+E+rYsSP5+PjQxYsXydjYmI4cOUIbNmwgV1dX2r9/v9ryhoaGQm+fiYmJ0EMfExOjcsQqs9q1a9PmzZsVtm/atIl8fX1FPYfExEQ6fPgwjR07lqpWrUoGBgZUvnx5GjJkiKjyJiYmFBUVJeqxyhQsWJDu3buX6/JivH37VtSItDY8f/6c/vjjD/L09CQ9PT1q2rQp7d27l9LS0lSWMTMzk+sdlDlw4ACZmZlle7yPHz/StWvXSCKRUGhoKF25ckXpTR1DQ0O6ffu2wvZbt26p/SwWKFAg217nq1evUoECBdTWwcjIiE6ePKmwPSIigoyMjNSWt7W1pdDQUIXtR48epUKFCqktT5TxOly+fFlhe2RkpKjnkNX169epa9eupKurq3a0ytHRkRwdHUkikZCDg4Pwt6OjI5UqVYrq169P586dU1leW58Fc3NzOnXqVI6fKxHJje5lHfHT19enUqVK0b///qt2P3Z2dsKIValSpWj79u1ERHT79m0yNTUVVZcCBQoIo2Nt2rShyZMnExFRXFxctu9lyZIlacmSJSrv/+uvv8jFxUXt8bObXSN29NPW1lZ4zzL/RsTGxpKxsbHa8vPmzaOmTZsKI5FEGefD5s2b0x9//JFt2UWLFtGiRYtIKpXSjBkzhL8XLVpE8+fPpxYtWlD58uVFPY8ZM2ZQ165dKSUlRdTjM9P0NZCN2kulUurTp4/cSP6gQYOoSpUqVL169Wz3YWRkJGo2TnY0/a0sUqSI0hHKa9eukZ2dnah9VK1alebNmyfUR/Zanj9/PtvRS01p69ykyXkh8yxAZd9JIyMjWr16da6f49WrV6l48eIq72/VqhXZ2tqSn5+fMDvK399f6U0MTd9Ld3d3+vPPPxW2L168mMqUKaO0zKFDh0TVjShjhoiykfLMDA0NVX6mxVwDM+3x9fWlGjVqCH+npqaSsbExde7cWdj27NkzAkBnz55VuZ8BAwZQ69athb+zjmQXKVKEZsyYIVemUqVK1L9/fyL6/5HsrKPPygAQ1VbJWic7OzuaO3eu8HdKSgoVLVpUo5HsgQMHUu3atSk9PV1tfdThkez/OX78OP755x94e3tDKpWiePHiqFevHszMzDBr1iw0btw42/JOTk64cuUKihcvLrf90KFDcj32qpw9exbLli1T2O7t7Y2ePXuqLV+9enVERUWhTJky8PPzw5gxY1CrVi2hR1EMBwcHjQKZ9OzZE5s3b8aECRNyvY/379/jwoULStfKdenSBZaWlti9e3e2+0hNTUVYWBhiY2PRsWNHmJqa4unTpzAzM5MbUVTH1tYWNWrUQExMDGJiYnDt2jV07doVlpaWWLt2Lfz8/BTKGBgYKB3dc3JyUjtSZGpqCg8PD6xduxY+Pj45Xjcq4+npiW3btimsJ9u6davS0eHMLCws8PDhQ3h4eCi9/+HDhwrr35SxsrJS2rNubm4u6jPZvHlzDBkyBHv27BHiC9y7dw/Dhw8XNWoIZHyelY0wpKWloUiRImrLx8TEICwsDGFhYQgPD0dycjJq1qyJP/74Q+l7n5lsVoa/vz92796do+8hoL3PgqWlJQoWLJirsrLvn5OTEy5evAhra+tc7adVq1bo2LEjSpYsiTdv3gjr6aOiouDi4iJqHy4uLti7dy9atmyJw4cPY+jQoQAy1vxntzYyLi4OdevWVXl/nTp1RI0aZj0X5UZiYqLSWA9v374V9f7OmzcPR44ckfssWVpaYvr06ahfv362z0M2C4CIsGzZMujo6Aj36evrw9HRUenvjzIXL15EaGgojhw5Ak9PT4VR/ezOz5q+BrKRRyLCtWvX5M6p+vr6KFeunMqZYzJVqlTBvXv3RH/2lNH0t/Ljx4949eqVwvZXr17h06dPovZx7do1bN68WWG7jY2NytFLZb5+/ar091bVunZtnZs0OS88ePAARARnZ2dcuHBBmA0HZHwOZGvGc+vDhw/48OGDyvs3btyI4OBgxMbGIjw8HO7u7hrFcdH0vRw2bBiCgoLw6tUrYQQvNDQU8+bNU7keO2u8k+xYWVkpxOTIqlSpUnjx4gXc3d3ltr98+VKj7xrLnbJlywr/19HRgZWVFTw9PYVtslldL1++FLb99ddfWLNmDeLi4vD582d8/fpVZTTxjx8/4unTp/Dx8ZHb7uPjg+joaLltYuPgKHtcdnX68OEDnj17JjfzRVdXF97e3hqdn7t164Z69erB1dUVDRs2RJMmTXIU+yUzbmT/T2JiohDAw9LSEq9evUKpUqXg6emJy5cvqy0/bNgwDBgwAF++fAER4cKFC9iyZQtmzZqFVatWqS3v4OCAlStXYu7cuXLbV61aJSpw1u3bt2FsbIzSpUujdOnSKFOmTI4v7BcuXIgxY8Zg+fLlogP8ZA7gkp6ejhUrVuDYsWMoW7asQtACdQFc/v33XwQEBCAhIQFmZmZyU/AkEgm6dOmitj6PHj1Cw4YNERcXh+TkZNSrVw+mpqaYM2cOkpOTRV1IvnjxAhs2bMDatWtx//59tGjRAvv370fdunWRmJiIqVOnomvXrnj06JFC2aCgIEybNg1r164VLj6Sk5MxY8YMBAUFqT02AHTt2hUAcOnSJSGAiJubGypUqCCq/IQJE9CqVSvExsbK/eBu2bIFO3bsyLZsz5490aVLF0yYMAF16tSRm14bGhqK6dOnY+DAgWrrMH78eAwbNgwbNmwQptk/f/4cI0eOFNUJM3fuXDRs2BClS5dG0aJFAQCPHz8WGrli/P777xg4cCD++usv4eQdGRmJwYMHi9pH6dKlUahQIQwePBhjxoyBp6dnjqeFZl4SIjvp52QfU6ZMQZMmTRQuZMUGHZs2bRomTpyI4ODgXF8EqlvGoc6CBQvg6OiI+Ph4zJ07V+joevbsGfr37y9qHxMnTkTHjh0xdOhQ1KlTR1iCcOTIEXh5eaks5+7ujtWrVyucV2XWrFmjtuNJW2rWrIn169cLUU4lEgnS09Mxd+5c+Pv7qy2vScMsc6fPnj17YGFhkavPI5DREde6desclZHR9DWQfZ8CAwOxaNEi0cGnMk8vHjhwIIYPH47nz5/D09NT4Xcq88WpKrn5rcysZcuWCAwMxLx581C5cmUAwPnz5zFy5Ei0atVK1D4sLCzw7NkzODk5yW2PiooSNVU6JiYGPXr0UJjGSyKne2t6btLkvCAbzNC080u2rEeGiPDs2TNs2LAh2+CaBQoUQN++fQFk/KbMmTNHVOezKpq+l927dxeuM2TfLUdHRyxdulTUdVNaWppcp8T58+eRnJyMatWqiQ4+NWvWLAwaNAiTJ09G1apVAQDnzp3D1KlTMWfOHLlAv99T0LifVdb3TSKRyG2Tnfdl36GtW7dixIgRmDdvHqpVqwZTU1P8/vvvOH/+vMZ1ydoRK/Zx36pOEolEoRGeeUCmQoUKePDgAQ4ePIhjx46hbdu2qFu3rtplG0ppPBb+k/D29hamzzRt2pQ6d+5Mjx8/plGjRpGzs7OofWzcuJFcXFyEKUv29va0atUqUWUPHDhAhoaG5OHhQT169KAePXqQp6cnGRoaKg0AlVV6ejpFR0fTokWLqFWrVmRtbU1FihShDh060IoVK0TVwcLCgvT19UkqlZKJiYkQLEp2UyZzkJbsbmKmTZUsWZIGDx5MiYmJouqrTPPmzalTp06UnJwsN+3qxIkToqaFNmnShPT09Mjd3Z0WLFhAb968UXjMixcvSCKRCH9nDa5mampK1tbWVKdOHapTpw5ZW1uTmZmZ6GnuL168IH9/f4WAXbVr16aXL1+K2sf+/fupevXqZGRkRFZWVuTv709hYWGiys6ePZvs7OwUpuTZ2dnRnDlzRO2jfPnyZGJiQnp6elSiRAkqUaIE6enpkYmJiagAO0QZn+nDhw/T3Llz6c8//6Tw8HBRx5bJ/HnW19eX+7+Yz/bgwYPJy8uLDAwMqFq1ajR27Fg6fPhwjj+fwcHB5OHhQQYGBmRgYECenp60fv16UWVzE3Qsa0AjU1NTMjExIQ8PD9Gv/aJFi+jz58/C/7O75ZVnz57R5cuX5ZZrnD9/nm7duqWyzIkTJ8jY2Jg8PT1p6NChNHv2bJo9ezYNHTqUypYtSyYmJqI/VwkJCXTgwAFaunRprl6Da9eukY2NDTVs2JD09fXp119/pTJlypCtra2oZTadO3cmR0dH2rVrF8XHx1N8fDzt3LmTnJycqEuXLqLqQES0atUqcnd3F74T7u7utHLlStHlNaHpayDz/v17pefmN2/e0IcPHxS2qwuqKbsvu6n/FhYWcueMnP5WZpaYmEj9+vUjAwMD4Ryrr69P/fr1o4SEBFGvwfDhw6lGjRr07NkzMjU1pbt379KpU6fI2dlZWE6RnerVq1OtWrUoJCSEoqKicjzdW9OAiNoQHByc7U2dzMt4HB0dydnZmapUqUJjx46ljx8/iqrDlClTlP4mJCUl0ZQpU0TtQ9P3MrOXL1/Sp0+fRD326dOn5OPjQzo6OlSrVi16+/YtNW7cWPhelCpVip4+fSpqX1m/T5m/b5n/Fru8huVe1unRRETFixenBQsWyG1DpmnTQUFBVLt2bbn769SpIzc9XOx08QEDBhDR/08XF7O0BkqmcIupk7Lp4g4ODtlOF7exsaG//vpL+DsmJoYAqAzKdujQIQKg9DdHHR7J/p/Bgwfj2bNnAIBJkyahYcOG2LRpE/T19bFu3TpR+wgICEBAQACSkpKQkJCQo9QWv/zyC2JiYrB06VLcvn0bQEZwlL59+4oayZZIJChbtizKli2LgQMH4tKlS1iyZAk2bdqEbdu2oVevXmr3oS7NgzKZR+o09eTJEwwaNEijaVcnT57EmTNnFKZmOzo64smTJ2rL29jYIDw8XBgpU6ZQoUJyo3tZp0VnHeUR8/5lNnDgQHz69Ak3btwQlhrcvHkTXbt2xaBBg7Blyxa1+2jcuLHaJQ6qjB49GqNHj8aDBw/kUnhl7WXPTm6C6mQlkUhQv379XE/Tyc3nWVn59+/f4+TJkwgPD8e4ceNw48YNeHl54fTp02r3MX/+fEyYMAFBQUHCtKpTp06hb9++eP36tTDtOStNgo5p47VfsGABAgICYGhoKEw1VkYikSikjckqODgY1tbWwudx1KhRWLFiBdzc3LBlyxaFJTaqFC5cWJgV8fHjRxw/fhyurq4qA8gBgJ+fH65fv46lS5fi3Llzcp/nRo0aoW/fvqJGIqOiovDLL78gKSkJiYmJKFiwIF6/fg0jIyPY2NiofQ0AwMPDAzExMViyZAlMTU2RkJCAVq1aYcCAAbCzs1NbftmyZRgxYgQ6duwo9Lrr6uqiR48e+P3339WWBzJ+2+bNm4eBAwfKBSQcOnQo4uLi1KY0yuzVq1dy6fkyT9lVxczMDLdu3cLSpUsVXoOcBI9q3749mjZtqjDiuX37duzbtw8hISFy2zWdjQFofj7JzMjICH///Td+//13xMbGAgBKlCghesQHAGbOnIkBAwbAwcEBaWlpcHNzQ1paGjp27Ijx48erLX/lyhVcunQp2++PMtoKiChz8+ZNxMXF4evXr3LbxSwLGjx4sNzfKSkpSEpKgr6+PoyMjNSO4mrjczFlyhT07dtX4bolKSkJU6ZMUZkGLDNN38vMxHwPZUaPHg0iwp49e7Bp0yY0adIEOjo6iI+PF44/Y8YMLFmyRO2+jh8//p9LRfgzKVmyJNavX4/Dhw/DyckJGzZswMWLF7O97hs5ciQmTZqEEiVKoHz58li7di2uXLmCTZs25VmdBg8ejNmzZ6NkyZIoXbo05s+fj/fv32e739q1a2PJkiWoVq0a0tLSMHr0aLlR/vnz58POzg5eXl6QSqXYsWMHChcunLvZKjlulv9HJCYm0qVLl+jVq1f5XRVRLl26JATGsbS0JF1dXfLy8qKhQ4fS3r171Zb/+vUrBQYG0v3797VWpw8fPtCePXuyHWnKrGXLlrRt2zaNjmlhYUE3btwgIvkAIidPniQbG5tsy379+pVq164tOuXZt2JmZkYXLlxQ2H7+/HkyNzcXvZ/k5GSKj4/PcWqV/PI9jp4SZQR92bVrFwUFBZGHhwdJpVKysrISVdbR0VHpiMq6devI0dFRZTltBR37HpQqVUoIYnfmzBkyMjKi5cuXU9OmTUXP7mjTpo0Q2CcpKYlKlixJenp6pKurSzt37vxmdZfx9fWlXr16UVpamnBeiYuLo1q1atGuXbu++fEzS0hIEFJLih31lLG2tlYaYHPz5s2iP9MJCQkUGBhIOjo6cun5unfvrnaWh6YpxGQsLS2VphG7desWFSxYMNuy4eHhSoO2paSk5Hi2TH5JT0+nR48eUVJSEsXFxdGBAwdo27ZtOfrt8vb2VhqcUh1tnZtiY2OpbNmyCvsSmwZNlZiYGKpTp06OAnvJyK5ZcpKiTiKRKJ1hFhoaStbW1jk6/qNHj3L1XhIR7dixg9q0aUNVqlQRPWPJzs5OCHz15s0bkkgkdOzYMbnnIHYmJ/t+5GYk+8uXL9StWzcyNzcnCwsL6tevH40ZMybbkey0tDSaPHky2dvbk56ensoUXrkdyRZTp5SUFBo8eDCZmZmRhYUFDRs2TG0KrydPnlD9+vXJ2NiYSpYsSSEhIXKBz1asWEHly5cX0irWqVNHaRBdMbiR/T+aTvnJTd7MrLm4s7upo6OjQ97e3jR8+HDat2+fqFzEWZmZmWnUyNb0QnjVqlVUrFgxmjRpEu3cuZP++ecfuZsYbdu2pV69ehFRRiP7/v379OnTJ6pduzZ169ZNbXlra2uNGtnKLmBlRowYIWofqiLXXr58WVQ05piYGKpRo4bCZzAnU7U0ybWdWWRkJG3YsIE2bNig9iTl6OhIr1+/Fv6v6iY2v7PMixcv6Nq1azn+Tg0cOJA8PT1JR0eHrK2tqVWrVrRo0SKKjo4WHXXSwMBAaSTjmJgYMjAwUFve0dFRKx19OXkftC1zZPBRo0YJEU6vX78u+iI0c1TqTZs2kYuLCyUmJtLff/8tOir2u3fvaOXKlTR27Fhh2telS5fo8ePHasuam5sLEfvNzc2Fi/Bz586Rq6urqOMfPHhQrlGzZMkSKleuHHXo0EEuYvi3ZG5urvT8dufOHdEdeL179yZnZ2cKCQmhDx8+0IcPH+jAgQNUokQJ6tu3b7ZlVU0xfvjwoaisAzJGRkZ09epVhe1ish9oo6Gvrc6C3EpLSyM9PT2NfqtCQ0OpWrVqdOLECXr9+rXwXspu6mh6bmrSpAk1b96cXr16RSYmJnTz5k06efIkVa5cmSIiInK9XyKiixcvivpeanLNIls+IJVKFZYSmJmZkVQqFaIsf2uLFi0iExMTCgoKIn19ferTpw/VrVuXzM3N6bffflNZztDQkOLi4oS/jY2N5X6vHj16JDoTR82aNWnChAl07NgxobOc/VzGjBlDPj4++V2NHwo3sv9H0x/Nhg0bkpubG/3999+0Z88e2rt3r9xNGXXrxHKSIkbMj6I6Xbp0ofnz5+e6vKYXwtpIkxMfH09ubm5UpkwZ0tXVpapVq5KVlRW5uroqfX+zGjJkCI0ePVrUsZQxNzdXmsJryJAhVLhwYVH7aNasGdWqVYuePHkibHv8+DH5+vpSixYt1JbXdK0dUUZng6qLWHUzAoi0s65cU5GRkeTu7q70Oybm8/Trr7/Sn3/+mW1KM3Xc3d0V1iwREU2bNo08PDxyvV+xtPE+pKen0/bt26lfv37UunVrhRgE6hQqVEho2JcvX15Yj37v3j1RaZuI5C8GO3fuLHxHHz16JGof0dHRZG1tTS4uLqSrqyvMcBk3bpxcWhNVMne+lSxZUhglu3XrlujGoYeHhxBf4+rVq6Svry+kWxTTAZiQkEDjx4+natWqUYkSJcjJyUnuJkZQUBANHTpUYfvw4cNFNwisrKzoxIkTCtuPHz+ustNEG6m3MvPz86OgoCCF7f3795dLXaOMqpHHO3fuiE4pp6qz4MmTJ3mWrsjNzS3b9DvqZB05zut1s1ZWVkJnp5mZmdCJFRoaKrrjTJWoqChR76Um1yzr1q2jtWvXkkQioUWLFtG6deuE2+bNm+nMmTOi65uamkqrVq2iDh06UJ06dXKcBszV1VXo4M88g2/ChAnC+lhlihUrRufPnxf+Hj16tNy60ytXrojuCJ02bRrVq1ePjI2NycDAgHx8fGjcuHF05MgRjeLssPyXnp5O9+7do0qVKlHv3r3zuzo/FF6T/T/0v4iaWUVHR4tKgXPq1CmcPHlSZbh7ZbSxHkhGFq0xtxGpgYz1D1OnTsXp06dRsWJFhfVh6tYdfvjwQXitDh06hNatW8PIyAiNGzfGyJEj1R5fG2lyihYtiujoaGzbtg3R0dFISEhAjx49EBAQgAIFCqgtn5qaijVr1uDYsWNKXwN1EdI3bdqEDh06YP/+/ahRowaAjDXWu3fvFr1+fcmSJWjWrBkcHR2F9dzx8fHw8PDAxo0b1ZbP7Vq7zBISEpSmHNPT05OLEqqKNtaVy1AuoyB3794dpUqVwurVq2Fra5vj8uoisYsxZcoUtGvXDhEREcKa7NOnTyM0NBTbt29XWz5r9FsZiUQCQ0NDuLi4oFatWirT1WjjfRgyZAiWL18Of3//XL2O9erVQ8+ePeHl5YWYmBj88ssvAIAbN26IXrvp4OCAs2fPomDBgjh06BC2bt0KAHj37h0MDQ3Vlh82bBgCAwMxd+5cmJqaCtt/+eUXdOzYUW15Ly8vXLx4ESVLloSvry8mTpyI169fY8OGDSrT3WX14MEDIZL5rl270LRpU8ycOROXL18WXpPs9OzZE+Hh4ejcuTPs7OxEvw+ZM0BIJBKsWrUKR44cESIAnz9/HnFxcaKiEAMZa01lWQcys7GxQVJSktIy2ki9ldn06dNRt25dREdHo06dOgAyMihcvHgRR44cUVpGFrVbIpGgW7duclGx09LScPXqVVSvXj3b48q+j7LXMXNKyLS0NERERGh03s2J2bNnY+TIkVi6dKnoz2Bm2oinEhoaigULFgjXHGXKlMGQIUOyTZsnk5aWJnwXra2t8fTpU7i6uqJ48eLCWn91Mq8PB/4/OviSJUsUUgspo8k1iywLiJOTE3x8fKCrm/vL6cGDB2PdunVo3LgxPDw8cnyOjYuLEz67BQoUELINdO7cGVWrVlW5prp8+fI4e/asEOF+9uzZcvefOnVKVLR9AMLa8dTUVFy8eBHh4eEICwvD3LlzIZVK8eXLlxw9J/b9+PDhA9zc3FCpUiX89ttv+V2dH0v+tvHzn7am/JQpUybPp2Fm9uLFC/Lz89NoxErTKbolS5akbdu2UUJCAhUqVEhYh3nlyhXR6/00pel6O3VR0sXYtGkTWVpaUmRkJPXr14+KFClCd+7cydHzSE9PpyNHjtDixYtp8eLFdPToUdFlc7vWLrNKlSopXSYxadIkqlChgtry2lhXrklUbqKMHn1lU7Wzk3WJQnY3sS5dukQBAQFUoUIFqlChAgUEBIg+Vzg6OpKxsTFJJBIqWLAgFSxYkCQSCRkbG5OtrS1JJBIqUaKE3JS/zLTxPlhaWorKcKDKu3fvaMCAAdSsWTO59VoTJ06k6dOni9rHX3/9Rbq6umRhYUFly5YVIowvXrxY1PfSzMxMiF6deaTn4cOHoqbtX7x4kY4fP05EGefaBg0akKmpKVWoUEH07BBLS0shXoSPjw8tX76ciDLWrYmZkmlubk6nTp0SdazMtJkBgoiodu3a1KZNG7kpoUlJSdSmTRuqU6dOtmW7deumlVlXRBmjlR07diQ3NzeqWLEiBQYGZjt9ulu3btStWzeSSCTUrl074e9u3bpR7969aebMmWqnP8t+DyUSCTk4OMj9RpYqVYrq169P586d08rzUydz9gRDQ8McRzjXlOw72b59eyFWRocOHUhPT4+WLFmitnyNGjWENZgdOnSghg0b0qlTp6hLly7k7u4uqg7KZijZ2tpShw4dREXF1sY1izaWDlhZWWl0jnVychJ+UypWrEjLli0jIqLDhw9r9Fk4f/58jmdy3blzh5YvX07t27cnOzs7KliwoKgZeIz9jP7zI9kLFy4EEaF79+6YMmWKXKRMfX19ODo6ZhtpOvN+cpo3M2svbHbURdocOHAgEhISNBqx0nRkfciQIQgICICJiQmKFSsGPz8/AEBERAQ8PT2Vllm8eDF69+4NQ0NDlaN2MmIi+Pr7++PZs2cKkd0/fPgAf39/tbk/tdG737FjR7x//x4+Pj4oVKgQwsPD4eLikqN9SCQS1KtXDzVr1oSBgYHanu3Mo8tz5szBqFGjMHPmTKV5YMXkqNQk1zaQMStBWX5NPT09UTMWchuVO7M6deogOjo6R6+92MjcYvLIpqSkoE+fPpgwYYKoGQjKzJw5EytWrMCqVatQokQJAMC9e/fQp08f9O7dGz4+Pmjfvj2GDh2qNIejpu8DkBE939nZOVf1BzJywCobSZkyZYroffTv3x+VK1dGfHw86tWrB6lUCgBwdnbG9OnT1ZY3MDBQOgMjJiZGVDReWZ51IGPE9tChQ6LrLlOjRg0MGzYMPj4+uHDhArZt2ybUQZYLPjuWlpaiZlVlpc0MEACwaNEiNGjQAEWLFkW5cuUAZMz4MjQ0xOHDh7Mtu3btWq3Vo3z58jmKYis7tqOjI0aOHJmrLBaZ843v3r0blpaWOd6Htmgj2vn79+9x4cIFvHz5UuF8oG5mw8yZM7FgwQIEBQUJ2wYNGgQfHx8hWnZ2xo8fj8TERADA1KlT0aRJE9SsWRNWVlbCd0MdTWe/Zb5mKV68uKhrlqwoS75dmeTkZKWzwZTR19fP8TVCZrVr18a+ffvg5eWFwMBA4fcgMjJSdN51ZWQj3GJ07NgR4eHhSE5ORq1ateDr64sxY8agbNmyHHWc/WdJSNUZ4j8mPDxcoyk/lpaWSEpKQmpqKoyMjBQubN++fatQRnahqI6YC3pzc3McO3YMlSpVktt+4cIF1K9fX21Ie22JjIwULoRlU+kOHDgACwsLpdO3nJycEBkZCSsrq2xTBUgkEty/f1/t8aVSKV68eKFw4RwTEwNvb2+1U527d++ORYsWyU0pBYDExEQMHDgQa9asUSiTeTpmZjt27ECFChWExhGgfro5kHHhMGPGDCxbtgwvXrxATEwMnJ2dMWHCBDg6OqJHjx4KZaRSqdwPGSlZ/iDbpu6zJHPgwAHMnDkTV65cQYECBVC2bFlMmjQJvr6+ass2b94c79+/x5YtW1CkSBEAGSnaAgICYGlpiT179mRb3snJCVOmTFG40AsODsbkyZNFdQi9fv0aXbt2ReXKleHh4aHwnRSTIkZT5ubmuHLlSo7Sn2VWokQJ7Nq1S2EZSlRUFFq3bo379+/jzJkzaN26tZCCMDNN3wcg4zU/dOgQ1qxZI2rJhTInT57E8uXLcf/+fezYsQP29vbYsGEDnJychGUVYnz9+hUPHjxAiRIlcnSu7tmzJ968eYPt27ejYMGCuHr1KnR0dNCiRQvUqlVLq+mZVImLi0P//v0RHx+PQYMGCd/joUOHIi0tTW0n48aNG/HPP/8gODhYozSH2pCUlIRNmzYJ6SbLlCkjekmOtn358kUh/VN2HYkPHjxAamoqSpYsKbf97t270NPTy1H6qR/Zv//+i4CAACQkJMDMzEzu90IikSi9ZsnMxMQEV65cUWgc3r17F15eXkhISMhxnd6+fQtLS8tv2ij7+PGj3Ofj0qVLiIuLE33NIiP7vg4dOhTTpk1TunTg4cOHwlKJ7MybNw/379/HkiVLcvXc09PTkZ6eLpwTt27dijNnzqBkyZLo06eP6MZ+Vu/evcO///4raimJVCqFtbU1unfvjtq1a6NGjRr5fp5iLL9xIzuT2NhYrF27FrGxsVi0aBFsbGxw8OBBFCtWDO7u7tmWDQ4OzvZ+2fqdb8XU1FTpmvCoqCj4+vqKWkfbvXv3bO9X1sBUJrcXwpqQ9db+888/aNiwodL1dq6urmpHoHR0dJSOhL9+/RqFCxdGamqqQhl/f39RdZRIJDh+/Ljax02dOhXBwcGYOnUqevXqhevXr8PZ2Rnbtm3DwoULcfbsWYUy4eHhouoAQFQjWVPx8fFo1qwZbty4obCufN++fWpH7gwNDXH9+nWlF3Cenp6i1nf9+++/6Ny5s9LPfk46GzTRtWtXlC9fXtTIuzJGRkaIiIiQG0kFgIsXL8LX1xdJSUl4+PAhPDw8lF7Uavo+AMDnz5/RsmVLnD59Go6OjgqdFZcvX862/K5du9C5c2cEBARgw4YNuHnzJpydnbFkyRKEhIQo5DRWJikpCQMHDhTOs7KOp4EDB8Le3h5jxozJtvyHDx/w66+/IjIyEp8+fUKRIkXw/PlzVKtWDSEhIWrzE3t5eYm++FX3euSWl5cXYmNjQUS5eh9+JklJSRg1ahS2b9+ON2/eKNyf3Xfb19cX3bt3V/hN3rhxI1atWoWwsDC1x2/dujUqV66M0aNHy22fO3cuLl68qJV4DmKkpaVh7969wppod3d3NGvWTGWMhsxKlSqFX375BTNnzsxVY6hjx47w8vJSWLv8xx9/IDIyUoiboMqHDx+QlpamMDvj7du30NXVVdlRoqpTWxllndqZf+Nr166N3bt35yr/razj9NGjRyhatKjcay6bBTl16lRUqVJF7b5atmyJEydOoGDBgnB3d1f4bu/evVtl2dTUVMycORPdu3cXdT7PiejoaFSoUEHUb+W7d+9w8uRJhIWFITw8HLdu3UL58uXh5+cHPz8/1K9fX6t1Y+xH8J+fLi4THh6ORo0awcfHBxEREZgxYwZsbGwQHR2N1atXK52Kmdm3bkSrU7t2bQwePFhhxGro0KFCYBh13r17J/d3SkoKrl+/jvfv3wtThrOj6YVwZpTDYFeyaf5EBFNTU7kRFX19fVStWhW9evVSWf7jx4+gjGj7+PTpk1wwpbS0NISEhCg0vGW0PR1z/fr1WLFiBerUqYO+ffsK28uVKyeMHGX1rRrOX79+VTqVsFixYtmWc3BwwOXLl3Hs2DG50S4xAXEAwMXFBdu3b1cIsrFt2zaFEShVBg4ciE6dOmHChAlKAzWJkZiYiPDwcMTFxSmMlolZvqBpMEF/f3/06dMHq1atgpeXF4CMjrN+/foJ38lr166pHCnX9H0AMs5tly5dQqdOnXIV+Gz69OlYtmwZunTpInfh7ePjI2qqNwCMHTsW0dHRCAsLQ8OGDYXtdevWxeTJk9WeW8zNzXH06FGcOnUKV69eRUJCAipUqCD6dWjYsCH+/vtvuLm5CcuHzp07hxs3bqBfv345HsHN6egrIH4pw7ewb98+NGrUCHp6emqXOZmYmKB06dLC79C3MHLkSJw4cQJLly5F586d8ddff+HJkydYvny5QvCmrKKiopSOUFatWlVu6nN2IiIiMHnyZIXtjRo1wrx580TtQ1P37t3DL7/8gidPnsDV1RUAMGvWLDg4OODAgQNyM6iUefLkCQYNGpTr0UY3NzfMmDEDYWFhct+J06dPY/jw4XIzM5Sd59q3b4+mTZuif//+ctu3b9+Offv2qex8yzoyfPnyZaSmpgqvQUxMDHR0dFCxYkWl5U1MTPDmzRvY2NggLCwMKSkp4p90JpmXDuzZswcWFha5DtJpYWGBli1b5qoeurq6mDt3rujAhZmpG3yRBVATw9LSEs2aNRNmiN27dw/Tp0/H77//jjlz5uRJpzZj3538WAj+PapatSrNmzePiOQD45w/f57s7e1F7ePevXs0btw4at++vRAIIyQkhK5fvy6qfEJCAh04cICWLl0qBBKR3dSJi4uj8uXLk56eHjk7O5OzszPp6emRl5cXxcfHizq+MmlpadS7d2+aM2eO2scOGjSIKlasSCdPniRjY2PhNdy7d6/olByrVq0id3d30tfXJ319fXJ3d6eVK1eKru/kyZMpISFB9ONllKUyyXzT0dERHaRJU4aGhvTw4UMikv8s3rhxQ3TKo3fv3tEff/xBPXr0oB49etD8+fNzlDtdG7m2NbFz507S0dGhBg0a0NSpU2nq1KnUoEED0tXVpd27d4vah4mJiRDsKjcuX75MhQsXJjMzM9LR0aFChQoJQcfEpkzSNJjgs2fPqG7duiSRSITvhFQqpXr16tHz58+JKCN10uHDh3P9PNUxMjLSKJBegQIF6MGDB0Qk/3mOjY0VFXSMKCPVjCxdUeZ93L17V3TaJU306NGDxo8fr7B94sSJFBgYKGofCQkJNGDAACpUqJDSc8z3LHPKKnUpJyUSCenq6mqUDlIdBwcHIY2YqampEOBw/fr11KhRo2zLmpmZKQ08GBkZSSYmJqKOb2hoKKScyuzWrVt5lsKrUaNG1LBhQ7mUS69fv6aGDRvSL7/8orZ8y5Ytadu2bbk+fnbnNjHnOUtLSyHffGa3bt2iggULiqrDvHnzqGnTpnJ55t++fUvNmzenP/74Q2mZVq1aka2trRAo1sfHRyFlltjUWTKaXrdoqlmzZrRu3bocl1N33ZOT3/vXr1/Trl27aODAgeTp6Uk6OjpkZWVFLVu2pIULF+a4buz7U7x4cVqwYIHGj9HU2rVrRQduzW88kv0/165dw+bNmxW229jY4PXr12rLazoSHhUVhV9++QVJSUlITExEwYIF8fr1axgZGcHGxkbtiJc2RqyUkUqlGDZsGPz8/DBq1KhsH7t3715s27YNVatWlevJdXd3R2xsrNpjTZw4EfPnz8fAgQOFnvGzZ89i6NChiIuLw9SpU9XuY9KkSUhNTcWxY8cQGxuLjh07wtTUFE+fPoWZmZncuqnMTpw4ASJC7dq1sWvXLrkpbPr6+ihevLjokZnIyEhs375d6ehndtO+ZNzc3HDy5EkUL15cbvvOnTuF0Ux1x2/QoAEKFCggBC6ZP38+ZsyYgSNHjohK69atWzfo6upi//79OUoXlJkm6V1at26N8+fPY8GCBdi7d69Q/sKFC6JeAyBjCcGJEyfUjuioMnToUDRt2hTLli2Dubk5zp07Bz09PXTq1AmDBw8WtQ9NggkSEb5+/Yp9+/YhLi5OSGvj6uoqjNoA2S9X0DQFGJBxbhETLE+VwoUL4969ewprXU+dOiU6oNqrV6+UziRJTEwU/dkMDQ1FaGio0pkZ6pbC7NixA5GRkQrbO3XqBG9vb1FLaUaNGpXr0dfMMqdpdHd3F/190ETm10tdsKmvX79i8+bNGDt2bK6XSajz9u1b4bNjZmYmrB+uUaMG+vXrl23ZWrVqYdasWdiyZYvwuU9LS8OsWbNExwfw9PTEtm3bMHHiRLntW7duFdK0fWvh4eE4d+6c3G+VlZUVZs+eLSp9lSxN1c2bN5UGyFQXs0LTQKnJyclKl1+lpKTg8+fPovYxb948HDlyRC4AnaWlJaZPn4769etj+PDhCmU2btyI4OBgxMbGIjw8HO7u7hqtHZ40aRLmzZun0XWLzMuXL+XO86pmz2XVqFEjjBkzBteuXVM6Y0rVe2lqaopx48apnNJ+9+5d9OnTR1QdbGxsYG1tjZo1a6JXr17w8/MTHTyO5b/4+HhMmjQJhw4dwuvXr2FnZ4cWLVpg4sSJsLKyEr2fixcvql1+lROOjo4YMmQIhgwZImxr166dqLSX34X8buV/L+zt7en06dNEJD9Ssnv3bnJ2dlZbXtORcF9fX+rVqxelpaUJ5ePi4qhWrVq0a9eu3D4trThw4ABZW1urfVyBAgWE5535Nbhy5QqZmZmpLW9tbU2bN29W2L5582bR6TQePnxIpUuXJiMjI9LR0RHqMGjQIOrTp4+o8rL0QLmxZcsW0tPToyZNmpC+vj41adKESpUqRebm5tStWzdR+9i7dy+Zm5vT7NmzycjIiH7//Xfq2bMn6evr05EjR9SWr1GjBnXr1k0ulVlKSgp17dqVatasKaoORkZGdOvWLVGPVUbT9C7aMH36dLK2tqauXbvSH3/8kePZIebm5sJolbm5uTDqcu7cOXJ1dc1xfdLT0yk9PV3049PS0khPTy/btETqaJoCjIho//791KBBA2E0OqdmzpxJbm5udO7cOTI1NaWTJ0/Sxo0bqVChQrR48WJR+6hZs6bwWBMTE7p//z4REQUFBVGDBg3Ulp88eTJJpVKqXLkyNW/enFq0aCF3U8fW1pbWrl2rsH3t2rVkY2Mj6jloMvpKlJE6zN/fX6M0jXnl48ePNHTo0G+2f09PTwoLCyMiojp16tDw4cOJiGjRokVqf2+vX79OVlZWVKJECSGFV4kSJahQoUKi0xXt27ePdHV1qUuXLrRu3Tpat24dde7cmXR1dYW0VN+apaWlcM2S2alTp0SlbcpuJkJezKzw8/OjoKAghe39+/enGjVqiNqHiYmJ8J3K7Pjx46JmJfj5+dG7d+9EHUsVbVy3fPjwgTp16kS6urpys0ECAgJEzUDL7Xvp5+eX7SzFK1eukEQiEfUcxM7YPHXqFH358kXUY1neiI2NJRsbG6pRowaFhYXRo0ePKCQkhNzd3alkyZLCbJm8GKXOKj+OqU3cyP6f4cOHU40aNejZs2fCBdCpU6fI2dmZJk+erLa8sbGxcOGXuYH54MEDUVMitXFBf+zYMWrcuLEwXbxx48Y5yq88dOhQuduQIUOoXbt2ZGJiQgMGDFBbXtMLYXNzc6UNijt37oieGtK8eXPq1KkTJScny70PJ06cIBcXF1H7ICJKTEykW7duUXR0tNxNHU9PT6ERKTt+eno69erViyZOnCj6+BEREVS3bl0qVKgQFShQgHx8fERPCTY0NFTaQL5x44aofLxEmufatre3pz///FNh+5IlS6hIkSKi9pGamko7d+6kadOm0bRp02j37t2Umpoqug6aTtW2trYWPo8lS5akQ4cOEVHGdEYjIyPR9dBkKqGbm5swTTo3Nm/eTH5+fnLT5u/evUu1a9emrVu3Unx8PPn4+FDr1q1V7iNzPl4TE5Mc5+NNT0+n6dOnC419iURChoaGSqdfq3Ly5EkyMTGhvn37kqGhIQ0ePJjq1atHxsbGFBkZqbZ84cKFc5RjPatZs2aRoaEhDRw4kDZs2EAbNmygoKAgMjIyolmzZonah7GxMT169IiIMr4f58+fJyKi+/fvi1oG0rZtW/L29pabYnvjxg3y9vam9u3b5+JZaebGjRt08ODBXOeP18T8+fOFjrKjR4+SoaEhGRgYkFQqFTU19cmTJzR27Fj65ZdfqHXr1jRlyhS5addi7N+/n6pXr05GRkZkZWVF/v7+QsM/L3Tu3Jnc3d3p3LlzQgfe2bNnycPDg7p27frNj5+enk7bt2+nfv36UevWrally5ZyN3VOnTpFhoaGVLNmTZo8eTJNnjyZatasSYaGhhQRESGqDp07dyZHR0fatWsXxcfHU3x8PO3cuZOcnJyoS5cuastPmTKFEhMTFbYnJSXRlClTRNVBG9ctbdu2FX5jPnz4QB8+fKBDhw6Rq6srtWvXTtQ+cmPFihXZdjg/f/5c1PVvTpiamgrXZez70LBhQypatCglJSXJbX/27BkZGRlR3759iSijwTt16lRq3749GRkZUZEiRRQGTbI2it+9e0c9evQga2trMjU1JX9/f7py5YpcmX379pG3tzcZGBiQlZWV0PHt6+tLAORuRPLTxe/cuUMAFK5558+fLzdAeu3aNWrYsCEZGxuTjY0NderUiV69epX7F00kbmT/T3JyMvXs2VPoSdTT0yOJREKdOnUSdWGv6Ui4phf02hg59PPzk7vVrl2b2rVrR8uXL5cbFVVF0wvhoKAgpaMfw4cPp/79+4t6DgULFhQ6K7J2dohpYL58+ZIaN26sco2SOkZGRsKIX8GCBenq1atERHTz5k0qXLiwqOegKRsbG6UN8kOHDmU76ib7cf/w4QOFhoZStWrV6MSJE/T69Wu5+z58+KC2DsbGxsJIXWYxMTGiGhR3796lUqVKkZGREXl5eZGXlxcZGRmRq6urRuusc6JevXq0adMmIiLq2bMnVa5cmTZu3EgNGjSgypUri9rHhAkTyNjYmMaMGSM0QsaMGUMmJiY0YcIEteX37dtHNWrUED3ClpWzszNFRUUpbL98+bLQ0XD69OlsP5uykTpVt+ykpqZSeHg4vXv3jpKTk+nGjRt0/vx5+vTpU46fS2xsLPXs2ZMqVapEZcqUoYCAAOH7pU7BggU1/txs27aNqlevLnQuVK9ePUdrWjUZfSXKWEt84cIFhe3nz5/P0/VpsbGxVLZsWWGULPOIWX6tLX/48CHt2rVLZUdoy5YthfNWcHDwTzGS9u7dO2rWrJlcvAaJREItWrRQO/r59etX0tHRyfV5hShjdpiBgQE1bNiQunbtKswKkN3EiIqKoo4dO5KbmxtVrFiRAgMDczRzJzExkfr16yd0sEilUtLX16d+/fqJis0ilUqFWAOZvX79WvRnWRvXLariXkRERKi8/rO0tBQaCYGBgfTx40dRx8pvma/LWP578+YNSSQSmjlzptL7e/XqRZaWlpSenk7FixcnU1NTmjVrFt25c4cWL15MOjo6cjMsszay69atS02bNqWLFy9STEwMDR8+nKysrIROzf3795OOjg5NnDiRbt68SVeuXBHq8ubNGypatChNnTqVnj17Rs+ePSMixTXZ3t7eCp32FStWFLa9e/eOChUqRGPHjqVbt27R5cuXqV69ejmKu5Bb3MjOIi4ujg4cOEDbt29X2khQRdORcE0v6LUxcqgNmlwIBwUFkZmZGbm7uwsBuzw8PMjMzEz4IZPdVLGwsKAbN24QkfzJ/OTJk6KmdXbs2JF8fHzo4sWLZGxsTEeOHKENGzaQq6sr7d+/X215e3t74fl6enoK08jOnDkjasp8ZsnJyRQfH0+PHj2Su6kzcOBAKlq0KG3dupXi4uIoLi6OtmzZQkWLFqXBgwerLJc1CIqyoChipxJ26NCB5s6dq7D9999/F9Uzr2lQH224ePEiHT9+nIgypuo2aNCATE1NqUKFCgo9sapoOpUw8yiyoaFhjkeRCxQoQBcvXlTYfuHCBaHT6cGDB6ID6uWGgYGBMKslN75+/UqBgYEa7WPUqFE0derUXJfXBk1HX01MTFR2mORF8DeZJk2aUPPmzenVq1dkYmJCN2/epJMnT1LlypVFj0DmhiaNCj09PXr69CkRqW5Y5UZuz9HadPfuXaEDLyfXLE5OTqLPY8pYWlrSgQMHcl0+O1lH1NRJSEgQZpvlJPCpRCJRutQiNDRU1BI5Iu1ctzg4OCi9ToqOjlbZAZc5uKxUKv3uloyowo3s78u5c+cIgMplLvPnzycA9OLFCypevDg1bNhQ7v527drJLXfK3Mg+efIkmZmZKXRqlihRgpYvX05ERNWqVaOAgACV9VM2XTxrI3vBggVUokQJ4e+so9vTpk2j+vXry+0jPj6eANCdO3dUHlsbOPBZJqtXr8aCBQtw9+5dABnpd4YMGYKePXuqLTtz5kwMGDAADg4OSEtLg5ubG1JTUxEQEIDx48eLKi9LlzBjxgx06dIF/fr1Q8mSJUUF1Xn//r1cahuZ+vXrK+TyVCc3wTdSUlLQp08fTJgwAStXrhR9rKtXr8LDwwNSqRTXr18XgnLJAqVZW1vD2toa169fF8pkF+iofv36WLhwIVasWCE8NiEhAZMmTRIVKOH48eP4559/4O3tDalUiuLFi6NevXowMzPDrFmz0Lhx42zL16pVC0ePHoWnpyfatGmDwYMH4/jx4zh69KjoVGp3795F9+7dcebMGbntRCQqv/Mff/wBiUSCLl26CIFl9PT00K9fv2wDLGmaiixzkC116V3U0TSoD6B53vfMualtbGzU5lhXJiUlRSHHNQBUrFhRadCfrBYuXJjjY2aW2xRgHz9+FIKdqUvzoi4omoeHB+7fv68yzZg6enp62LVrFyZMmJCr8kBGyqwVK1bg2LFjKFu2rEKQJ2X5dJWJjIwUgo65ubmpTBOkTOYgYHXr1sXt27dx6dIluLi4oGzZsmrLayNNozacPXsWx48fh7W1NaRSKaRSKWrUqIFZs2Zh0KBBCimWtOXr16/4+PEjrK2tERwcjDlz5sDU1FRU2dKlS2Ps2LHw9/cHEWH79u0qP7diUiFpeo7WFk2uWcaNG4fffvsNGzZsUMhVLYa5ubnowIXKDBo0SGlgxsTERDRp0iRHv0fGxsaivkMylpaWkEgkkEgkKFWqlNw1RVpaGhISEuTSZ2ZHG9ct48ePx7Bhw7BhwwYULlwYAPD8+XOMHDlS5XmvWrVqaNGiBSpWrAgiwqBBg1SmElT2W7d161a0b99e1HOMj49HXFyc6N9e9uOh/6WfU0d2PZf5b1XXKdHR0UhISFAInPb582fhu3LlypVs0+uK0b59e4wYMQLnzp1D1apVsWnTJlSoUAGlS5cW6nHixAmlgY9jY2NRqlQpjY6fHW5k/4+mka319fWxcuVKTJw4EdeuXUNCQgK8vLxE5/TV9IK+WbNm2LNnD0aOHCm3/Z9//kGTJk1E7ePjx48YMGAAtmzZIkSQ1dHRQbt27fDXX38JuaiVye2FsJeXF549ewYbGxs8evQIFy9ezFEkw6zmzZuHBg0awM3NDV++fEHHjh1x9+5dWFtbY8uWLWrLJyYmCp0KlpaWePXqFUqVKgVPT09cvnxZbfklS5bgy5cvADIuYvT09HDmzBm0bt1aVGcLoHlkb319fSxatAizZs0STmQlSpRQG0FV01zbCxYskPvb0tISN2/exM2bN4VtFhYWWLNmjdrXwsDAQGmOzoSEBOjr64uqj6Z537Whc+fOWLp0qUIjbsWKFQgICFBbvmvXrhodf/Xq1ejcuTMqVqwoNCxTU1NRp04drF69GkBG3tisuX0tLS2F76WFhYXSz6DYBsX06dMxYsQITJs2TWnkWzGRy1u0aIG9e/fmKFp15g68q1evonz58gAgd+ELiMtp+/jxY3To0AGnT5+GhYUFgIyOzerVq2Pr1q0oWrSo6HrJFC9eXCGDQHaWLFmCZs2awdHREQ4ODgAyLn49PDywcePGHB8/t9LS0oTGrbW1NZ4+fQpXV1cUL15c6Jz9FjRpVCxbtgzDhg3DgQMHIJFIMH78eKXvu6xzUh1tZF/QlKbXLEuWLMG9e/dQpEgRFC9eXOF7qe73bvLkyZgyZQrWrFmT4zzxAHDgwAFYWlpiypQpwraEhAQ0atRI9D4SExMxe/ZslVkD7t+/r7TcwoULQUTo3r07pkyZIndto6+vD0dHR4XGhCqadk4DwNKlS3Hv3j0UK1YMxYoVAwDExcXBwMAAr169wvLly4XHyt6XjRs3YsGCBYiNjYVEIsGHDx+Eaw+xx5wyZQoCAwPRtGlTlClTRu7+Dx8+4PTp09i4cSOOHj0q/F6wn4uLiwskEglu3bqlNFf7rVu3YGlpiUKFCuV43wkJCbCzs0NYWJjCfbLf0dycO7IqXLgwateujc2bN6Nq1arYvHmzXJaJhIQENG3aFHPmzFEoa2dnp/Hxs8ON7P9ZunQpVq5ciQ4dOgjbmjVrhrJly2LgwIFKf7CGDRuW7T7PnTsn/F/dSMmaNWvg7++f69EedSOHmXuMVaUD69WrF6KionDgwAG5H+3BgwejT58+2Lp1a7Z1yM2FsIWFBR48eAAbGxs8fPhQbXoYdYoWLYro6Ghs3boVV69eRUJCAnr06IGAgABRX2ZXV1fcuXMHjo6OKFeuHJYvXw5HR0csW7ZM1Jcx84iAVCrFmDFjcvwcrly5gkuXLgm9cLllZGSkUQqN9+/fY/Xq1XLpgrp3766ys0XTlC6ZNWnSBL1798bq1auFNGTnz59H37591aaWkdmzZ4/CtvT0dPTr109lWi8vLy/RF8xiOl2AjIbukSNHULVqVQAZzyMuLg5dunSRO4eoO0d8+fJFISVcdg1U0iAF2PHjx4XPsqYXkbIZJM2aNZN7bXMy6leyZElMnToVp0+fVtpQV3ZO02YHXs+ePZGSkoJbt24Jr92dO3cQGBiInj17iuoUHTRoEFxcXBTqKmvsqJu18K3SNOaUh4cHoqOj4eTkhCpVqmDu3LnQ19fHihUrNBrZVEeTRkX16tWF32OpVIpbt24pnM+JCHFxcaL2p61ztCZyc82SWYsWLTQ6ftu2bbFlyxbY2NjA0dFRYXaIuvPjkSNHULNmTVhaWmLIkCH49OkTGjRoAF1dXRw8eFBUHXr27Inw8HB07tw5R50dss5LJycnVK9eXaHueS0374Wtra0wM83JyQkbNmzI0fktPDwc+/btw59//omxY8fC2NgYtra2MDQ0xLt37/D8+XNYW1ujW7duuH79OmxtbXNcR2Xyo0OKqWZlZYV69erh77//xtChQ+Wuk58/f45NmzahS5cuwvuWuV0j+ztrB41MhQoV8Pz5c+jq6iqk8JQpW7YsQkNDERgYqPR+fX19UdcIAQEBGDVqFDp06ID79+/LzdKoUKECdu3aBUdHR+jq5m2zV0Ji5wj85CwsLHDx4kWFkeeYmBhUrlwZ79+/VyiT9eL08uXLSE1NFS7CYmJioKOjg4oVK+L48ePZHr9kyZK4f/8+7O3t4evrC19fX/j5+cHFxUVU/cU2ziUSicreXWNjYxw+fFghV+jJkyfRsGFDJCYmZrvv6dOnY968eahTp47oC+HevXtj/fr1sLOzQ1xcHIoWLaoyZ6+qemvTxo0bkZqaim7duuHSpUto2LAh3r59C319faxbtw7t2rVTu4/Y2FisXbsWsbGxWLRoEWxsbHDw4EEUK1YM7u7uastXqlQJCxYsEJ2zFcjICb1u3TqYmZmhZcuW2f6QmZiYwN3dHX379lXZYFaWa/vixYv4/Pmz6Fzbmnj//j26du2Kf//9V24EtlmzZli3bl22syrUuXPnDvz8/PDs2TOF+zKPqnz58gV///033Nzc5Dqubty4gf79+2PWrFlqj5VdDuvMJBKJ0nNEYmIiRo8eje3bt+PNmzcK92f345Oeng5DQ0PcuHFD9IyabyE8PDzb+8XMoMju/KbqnGZlZYWQkBBUqVIFUqkUL168yFVvPJDR237mzBmFnNSXLl1CzZo1kZSUpHYf9vb22Ldvn8IU88uXL6NZs2Z4/PhxruqW1w4fPozExES0atUK9+7dQ5MmTRATEwMrKyts27YtT2aJODk5ITIyMledJlKpFE+ePFFoZL958wY2NjaiLuhyc47Wttxcs2hT27ZtceLECfz666+wtbVV+M2ZNGmS2n1cvXoV/v7+mDRpErZs2QIDAwMcOHBAdJ5dCwsLHDhwINfTmNV1qshGlX8Wnp6eCAkJEWbCyLx+/RqnTp3Co0eP8PnzZ1hbW8PLywteXl6QSqUq97dv3z40atQoR50UpqamiI6O/qYdcixn7t69i+rVq6NMmTKYPn06nJyccOPGDYwcORLJycnC0j1HR0e8e/cO48aNQ4sWLXD06FEMHjwYBw4cQIMGDQDI57UmItSqVQufPn3C3LlzUapUKTx9+hQHDhxAy5Yt4e3tjbCwMNSpUwfjx49H+/btkZqaipCQEGGZa/369VGgQAH8/fffMDAwgLW1NdatW4chQ4bIneM+ffoEW1tblCpVCtbW1jh27Jhw39OnT1G+fHn4+vpi1KhRKFiwIO7du4etW7di1apVKtsc2sAj2f+Tm2mdmUd45s+fD1NTUwQHB8PS0hJAxnTVwMBA1KxZU+3x7969iydPniAsLAwRERH4448/0KdPH9jZ2cHPz0/tdEBtjCJaWVkpbbyYm5sLzyk7q1evhoWFBS5duoRLly7J3SeRSJQ2slesWCFcrA0aNAi9evUSvc5Olbt37+LEiRNKp49NnDgx27KdOnUS/l+xYkU8evQIt2/fRrFixWBtba322OHh4WjUqBF8fHwQERGBGTNmwMbGBtHR0Vi9ejV27typtFzmda9z5szBqFGjMHPmTHh6eir8gKkavZRd5Mim4aiSnJyMZcuW4fTp09i3b5/SxwwdOhTNmjXDypUrhZ6/1NRU9OzZE0OGDEFERES2x0hLS8O6detUTuNT1+lkYWGBf/75B3fv3pUbtRPb6ZSd2NhYleuhM18Y9uzZE4MGDcK0adMUHhMfHy/qWJqOAo8aNQonTpzA0qVL0blzZ/z111948uQJli9fnu36eiCjMVGyZEm8efMmx43sq1evin6surWQTk5OcHBwULgIJyLRr2Nuzm+tW7eGr6+vMMLl7e2d6w48BwcHpKSkKGxPS0sT1ker8+bNG6XnVzMzM7x+/VpteU1HwrVFdjEFZEw1vH37Nt6+fSusc80LDx48QGhoqNLzi0QiUTu1VdnnICEhAYaGhirLaOMcrU2aLkWRyW2cgQMHDijtlM+JsmXLYv/+/ahXrx6qVKmC/fv352j6qKWlZa7Wk8s4Ojpm+5nNq7X1eeXhw4dKz2PW1ta5Gk1v2bIlnj9/jkKFCkFHR0eYOZQdZcvAWP4qWbIkIiMjMWnSJLRt2xZv375F4cKF0aJFC0yaNEnuOzZ8+HBERkZiypQpMDMzw/z58+V+EzKTSCQICQnBuHHjEBgYiFevXqFw4cKoVauWMDPCz88PO3bswLRp0zB79myYmZmhVq1awj6mTp2KPn36oESJEkhOTla5dtzU1BRNmzbF9u3bFZYLFSlSBKdPn8bo0aNRv359JCcno3jx4mjYsGG2nUja8J8eyc48VTM1NRXr1q1DsWLFlE7r/PPPP7Pdl729PY4cOaIwUnn9+nXUr18fT58+FV2vpKQknDx5Elu2bMGmTZtARKKCJGWWlpaGa9euoXjx4qIayEDGj/OOHTsUgm907doVrVq1Qp8+fXJUh5wKDAzE4sWLNWpkr1y5Ev369YO1tTUKFy4s9wMqkUjUTmGbOnUqRowYobB++fPnz/j999/VNtKrVauGNm3aYNiwYXI9thcuXECrVq1UjlZJpVKFqbSyOmfepmp6beYfOGdnZ7VTY2/evIlKlSqpnJ1QoEABREVFKUyHvHnzJry9vdWO3AUFBWHdunVo3Lix0ml8WddvfwtZl3MQEZ49e4YDBw6ga9euWLJkSbblzc3NERkZqdBAvXv3Lry9vfHhwwet1zmrYsWKYf369fDz84OZmRkuX74MFxcXbNiwAVu2bEFISEi25f/991/MnTsXS5cuhYeHh+jjyj6P6n4exEz3VnXxlZORw9x+Lw8dOiR04E2dOlXluWXw4MHZHv+ff/7BzJkz8ddffwnxMyIjIzFw4ECMHj1a1AWqh4cH+vbti6CgILntf/75J5YuXSoXu0CZn2UkXBumTp2KKVOmwNvbW+n5RdlSEdn5YNGiRejVq5fcZyktLQ3nz5+Hjo4OTp8+rfSYmp6jtUGb1yyaxhkoXbo0tm/fnqOAY6qW4zx69Ag2NjZyDWwxy3E2btyIf/75B8HBwWpjjigTHR0t93dKSgqioqIwf/58zJgxA61atcrxPsXKSafU27dvtXJMdaPImTtcypQpozRoZ2aFCxfGypUr0bRpU41nC7Gfg52dHaZNmyYq+OJ/wX96JDtrFFTZxUvWCJE3btxQu6+PHz/i1atXCttfvXolqufuyJEjCAsLQ1hYGKKiolCmTBn4+vpi586dcr06qgwZMgSenp7o0aMH0tLSUKtWLZw9exZGRkbYv38//Pz8lJbL+qN39+5dlcE3vnUje+3atRrvY/r06ZgxY0aOI6rLTJkyBX379lX4wU5KSsKUKVPUNrKvXbuGzZs3K2y3sbHJdrRK0xHPnK5td3V1VYiMm5mZmRni4uIUGtnx8fGiOkG2bt2K7du3i4roLjNs2DBMmzYNxsbGauMdiIkGnfX7LZVKUahQIcybN09t5HEgo6Ph9OnTCo3s06dPZzvipc2p+2/fvhUuiMzMzISLrRo1asgF9lClS5cuSEpKQrly5aCvr68wSqTq4k2b6+tlDY+s1I0cZpbb76Us48KlS5cwePDgHHXgZb0ITkxMRJUqVeRmdujq6qJ79+6iGtnDhg1DUFAQXr16JUypDg0Nxbx580SNQms6Eq4tX758wZ9//qlytpDYWAWaWLp0KdatW4fOnTuLLiM7HxARrl27JhdAUV9fH+XKlcOIESNUltdGgCtNafOaRdM4A/PmzcOoUaOwbNkylests9J0HbiyOsTGxsLW1jZX68LLlSunsM3b2xtFihTB77///k0b2Xk180SM3Ha49O3bF82bNxcitcsGZ5T52WYFMHlJSUk4ffo0Xrx4IWpZ5H/Ff7qRrc0fzZYtWyIwMBDz5s2TC9Q0cuRIUSfqhg0bolChQhg+fDhCQkLUTvnNaufOncJU53///RcPHz7E7du3sWHDBowbN05l77w2f/Q0nSKsDe/evUObNm1yXV5VgyA6OlrUtDQLCws8e/ZMYQ1pVFQU7O3tVZbLui41a9AxNzc39OjRQ+Va5JxOjdXR0VF6gSHTrl079OjRA3/88QeqV68OIKNxOXLkSLlAO6ro6+vneGr3unXr8Ntvv8HY2DjbNEBie/81/X4PGTIE/fr1w+XLl+W+02vWrFEbRV9bU/ednZ3x4MEDFCtWTBg5qly5Mv79919R54jcXsjlJOq1KrKOEolEggkTJigdOZRF/FZH0+9lbjrwtH0R3L17dyQnJ2PGjBnCEgRHR0csXbpUVERrFxcXHDp0SGEk/ODBg3m6vrFHjx44cuQIfv31V1SuXDlfAhl9/fpVOC+JJTsfBAYGYtGiRTme0q3pOVobtHnNEh4ejjNnzsgFQXR1dcWff/4paolbp06dkJSUJGSuyNrAVdaBJ2addk5ou9Eu4+rqiosXL36TfctomjlCm3Lb4TJ58mS0b98e9+7dQ7NmzbB27docX7uyn8OKFSswbdo0DBkyRHRk/v+C//R0cW1KSkrCiBEjsGbNGmHNi66uLnr06IHff/9dbSCPhQsXIiIiAhERETAwMBACn/n5+YnK4WZoaIh79+6haNGi6N27N4yMjLBw4UI8ePAA5cqVU5vrVhu+hynCPXr0QKVKlUTnuJSRjVp9+PABZmZmKvNm/vXXX9nuZ8SIETh//jx27NiBUqVK4fLly3jx4gW6dOmCLl26iLrIiIyMRMOGDWFoaJijoGPamhoLZFzEjhw5EsuWLVOaa9vAwCDb8vPmzcP9+/exZMkS0RfhUqkUz58/Fz3lPS9s374dixYtkptCN3jwYLRt21ZlGW1O3V+wYAF0dHQwaNAgHDt2DE2bNgURISUlBfPnzxf1Xmpq/fr12d6vqoEoC/oWHh6OatWqKYwcOjo6YsSIEdmuF9fW9zK/paamYvPmzWjQoAFsbW3x6tUrFChQQGneTlXWrFmDoKAgjBw5UulIuKa5RsUyNzdHSEhIvubMHT16NExMTDTKna6J3J6jvyelSpXCxo0bhfrLXLhwAR07dsS9e/eyLR8cHJzt/WIbkV+/flXaKZ8XQceyXhfJlhRNnjwZt2/fxpUrV755HbLKaRaJnFA1XVwbgR2nTJmCkSNH5mraPmM/K25ka1liYqJcbmKxUTIzu3btGsLDw3H8+HHs378fNjY2atfbFS9eHCtXrkSdOnXg5OSEpUuXonHjxrhx4wZq1KihkDNYGVUNgvfv36NChQpqgwNZW1tj/fr1OZoirG2zZs3C/Pnz0bhxY6UBaVSlLwsODhbyZi5cuDDXeTO/fv2KAQMGYN26dUhLS4Ouri7S0tLQsWNHrFu3TlQUw5o1a8LFxUVp0LH79++rDTqmjbXtMklJSaJzbWedsSFLA+Xu7q7wPuzevVuhvDaiQWszBVfPnj3RqVMnlUstVMnp80hLS8P169eznVkg8+jRI1y6dAkuLi45WgsJ5P7iLWtMh5SUFCQlJUFfXx9GRkZq1wvmduQQ0N73UhvS0tKwZ88euZHL5s2bi04JYmRkhFu3bmk0S2Dp0qWYMWOGEOPD0dERkydPFjUSri1ubm7YunVrjj9/msq8hCQ9PR3BwcEoW7YsypYtq3B+EbOcRBOanqO/B9qIM6CJmJgY9OjRQ2HZUk7WtV+8eBHp6emoUqWK3HbZ+np1a4qzrrOXHd/BwQFbt27Ns3OLJlkkckJVI1vTDhcAqF27Nnbv3q0wkv3x40e0aNEiT2YyMva94Ub2d4SIEBUVhbCwMJw4cQKnTp3Cp0+f4Onpme30WSBj2s7ChQthZ2eHpKQkxMTEwMDAAGvWrMHKlStx9uxZtcfPPJKY2YsXL+Dg4KBwgZ5VkSJFEBYWJmrk/VvJTaqfzMLDw+Hj46NxLr24uDhcv34dCQkJ8PLyylF0Z02DjuUXVXkOlVE2fVcb6dy0mYKrefPmOHz4MAoVKoQOHTogICBAVEP4e0pL960u3u7evYt+/fph5MiRKiOLqvLx40ccP34cpUuXFp1nWFvfy9y6ceMGmjVrhufPn8ulaCxUqBD+/fdfUUHl/Pz8MGTIkFw1XrQxEq4tBw8exOLFi7Fs2TKtLCsQS9N0eNr0o56jlcUZkMUWAP4/zoCxsbHSzrOczIhT16km+z6PGTNG6cw3MefaypUrY9SoUfj111/ltu/evRtz5szB+fPnsy0fFhYmd1xZ3A4XF5c8PdcMGDAAJ06cwLRp05RmkchJtPjsbN68Gc2bN1cY/NFGh4uqAJcvX76Evb290qjm7PtEROjTpw927tyJd+/eISoqSvTSLm16+PAhnJyc8u342sCN7Hx09epVeHh4QCqVomnTpjh9+jQ+fvyIcuXKwc/PD76+vqhVq5boNS47d+5EfHw82rRpIwSqCA4OhoWFBZo3b66ynGwtaIsWLRAcHCw3WpSWlobQ0FAcPXoUd+7cyfb4uZki/D3SNM+1jLLos2LY2tpiw4YNqF+/vtz2w4cPo0uXLnjx4kWO9ieWtnNt54Y2p7z37NlTiHSZmSwFV9Y0D8q8e/cOO3bswObNm3Hy5EmULl0aAQEB6NixY7bBfrT5PC5evKgyyJS6EbtvefEWGRmJTp06CSnWVGnbti1q1aqFoKAgfP78GeXKlcPDhw9BRNi6dStat26t9liXL1+Gnp4ePD09AWRcFK5duxZubm6YPHmy3FT0b6FatWooVKiQQorGbt264dWrV9kGEZTZvn07xo4di6FDh6JixYoKF7rqRoa1MRKuDa9evULbtm0REREhei3uzya/ztGaUjfFOzNl072Vjfyqoq4Dz9jYGJcuXRLd0aaMiYkJrl69qjAy++DBA5QtW/aHSReVmywSixcvFr1/VTP4ZCwtLZGUlKSywyWzrN9vWbrH8uXLC7PXZNLS0nDo0CEsX74cDx8+FF1flr8OHjyI5s2bIywsDM7OzrC2tv7mnU7dunXD+/fvsXfvXmFbWloaXr16lSfH/1Z+zFr/JLy8vISev3PnzmHx4sVo2rRprhstWXtzAfXroqKjo+V6KbM+Xk9PD46Ojpg3b57S8sqmCB88eFD0FOFvKTeN3Nzmuc5s9erVWLBgAe7evQsgIwfhkCFDRKc00DTomCa0mWsbyLggl3XOuLq6qp3+rUk06Kx27NiByMhIhe2dOnWCt7e3qEa2paUlevfujd69e+Px48fYsmUL1qxZg4kTJ2abVk9bz2PmzJkYP348XF1dYWtrq5CSTp1///1XuHgLDAwUprkWL14cmzZt0qiRraurKyo1YUREBMaNGwcgI7USEeH9+/cIDg7G9OnTRTWy+/TpgzFjxsDT0xP3799Hu3bt0KpVK+zYsQNJSUnfPFLvlStXEBkZKTd13tLSEjNmzEClSpVE7aN9+/YA5C94ZWnSxEyPrVy5MqKiovK9kd2hQwc8efIEM2fOVPhM/lfk5zlaE5oG28oceO3hw4cYM2YMunXrJswUOnv2LIKDg9XOEgIylh1oGhXfwMAAL168UGhkP3v2TNRF+axZs2Bra6uQbWLNmjV49epVrrOU5FRuskiIjXEjkUjUNrI1OX+WL19eiC4uixWRWYECBdSmk2Pfl9jYWNjZ2eU4uKS26ejoZBux/odALN8ULFiQzp07R0REEomEXr58met9TZkyJdubKlKplF68eEFERI6OjvTq1ascHbdbt26ib3ll1apV5O7uTvr6+qSvr0/u7u60cuVKUWWrVq1K8+bNIyIiExMTio2NJSKi8+fPk729vdryEyZMIGNjYxozZgz9888/9M8//9CYMWPIxMSEJkyYIKoOycnJNGjQINLX1yepVEpSqZQMDAxoyJAh9OXLF1H7yI3MnwUnJyd6/fp1to+/ceMGGRkZKb0vISGBAgMDSUdHhyQSCUkkEtLV1aXu3btTYmKi1uuujK2tLa1du1Zh+9q1a8nGxiZH+/r69Svt2bOHWrduTYaGhlSkSBEt1TJ7NjY2Sp+DWMbGxvTo0SMiIrK3t6fz588TEdH9+/fJ2NhY1D5kn2PZbe/evbR06VJyd3enhg0bqi1vaGhIcXFxRETUuXNnGj16NBERPXr0SHQdzMzM6N69e0RENHv2bKpfvz4REZ06dYqKFi0qah+aKFu2LIWGhipsDw0NJQ8PD1H7ePjwYbY3dbZt20bOzs70559/0pkzZyg6OlrullcKFChAV65cybPjfY/y6xytTZcuXaKrV68Kf+/du5eaN29OY8eOpeTkZLXla9euTZs3b1bYvmnTJvL19VVa5sOHD8ItNDSUqlWrRidOnKDXr1/L3ffhwwdRz6F9+/bk6+tL79+/F7a9e/eOfH19qU2bNmrLFy9enE6fPq2w/dy5c+To6CiqDtrg6elJYWFhRERUp04dGj58OBERLVq0SNR1R356+PAhPXjwgCQSCV28eFHunPb06VNKTU3N7yqyHOjatSsBEG7Fixen4sWL04IFC+QeV65cOZo0aZLwNwBauXIltWjRggoUKEAuLi70zz//yJW5fv06NW7cmExNTcnExIRq1KhB9+7do0mTJskdEwCdOHGCHjx4QAAoKipK2EdYWBhVqlSJ9PX1qXDhwjR69GhKSUkR7vf19aWBAwfSyJEjydLSkmxtbeXqmde4kZ2PevXqRQYGBuTo6EhSqZSKFStGTk5OSm/qlC9fXu7m7u5ORkZGZGZmRl5eXirLZW7oS6VSjRr63wNNG7nGxsZ0//59IpJvZD948IAMDAzUlre2tlZ64bF582aysrLK0XNJTEykq1ev0tWrV/OkYZrTTp/U1FSVF9u9e/cmZ2dnCgkJES6aDhw4QCVKlKC+fftqve7KzJo1iwwNDWngwIG0YcMG2rBhAwUFBZGRkRHNmjVL1D6OHz9OPXv2JEtLSzI3N6fAwEA6duwYpaenf+PaZyhcuDDFxMTkurw2Lt5knSSym1QqJVtbW+rQoQM9ffpUbfmSJUvStm3bKCEhgQoVKiQ0Vq9cuSL6O2Fqaiq8DnXr1qWFCxcSUUZD3dDQUNQ+NHHgwAFyd3enHTt2UHx8PMXHx9OOHTvI09OTDhw4IKpxEB4eLncxIJOSkkLh4eFq65D1fZC9F7J/84qXlxedPXs2z473Pcvrc7Q2eXt7086dO4mIKDY2lgwMDKhDhw7k4uJCgwcPVlu+QIECSs9Nd+7coQIFCigtI/usym5Z/87p5/nx48fk7OxM5ubm5OfnR35+fmRhYUGurq5Cx152DAwMhN/7zGSvR16ZP38+LVq0iIiIjh49SoaGhmRgYEBSqVQ414mRnJxMt2/fVnqeEePFixd07dq1b9qB98svv4j63WD54/379zR16lQqWrQoPXv2jF6+fCm6kV20aFHavHkz3b17lwYNGkQmJib05s0bIsr4rhYsWJBatWpFFy9epDt37tCaNWvo9u3b9OnTJ2rbti01bNiQnj17Rs+ePaPk5GSFRvbjx4/JyMiI+vfvT7du3aI9e/aQW0No9wAALSVJREFUtbW1XD18fX3JzMyMJk+eTDExMRQcHEwSiYSOHDnyjV855biRnc8OHjxIf/75J0kkEpo2bRotXLhQ6S03Pnz4QC1btqT169erfEyvXr1IX19fKw19f39/evfundJ6+Pv75+o55JSmjVx7e3uhZztzI3v37t3k7Oystry5ubnKCw9zc3O15fOTNjt9rKys6MSJEwrbjx8/TtbW1t+g9spt27aNqlevTpaWlmRpaUnVq1enbdu2iSpbpEgRMjQ0pBYtWtCOHTvyZYRqzpw5oi54VdHWxZsm/vrrL9LV1SULCwsqV64cpaWlERHR4sWLyc/PT9Q+/P39qUuXLrR+/XrS09Oju3fvElFGr3bx4sW/VdUFWRu2ssZA1r+zaxxknimS2evXr0U1KjQdCdeWw4cPU/Xq1TUagWT5T9PZIaVKlaKRI0cqbB85ciSVKlVKaZmwsDDhtm7dOgoNDZXbFhYWRsePH6d169aJfh4JCQm0fPly6t+/Pw0fPpyCg4Pp69evosq6uLjQhg0bFLavX79e1O+cNnz9+pVq164td93w8OFD2rVrl+gGbmJiInXv3p10dHRIR0dHuG4JCgoS1aEcGRlJ7u7ucue1zOc3bcp8XcW+TwsWLJD7XRXbyB4/frzwd0JCAgGggwcPEhHR2LFjycnJSeV3s2vXrtS8eXO5bVkb2b/99hu5urrKDXL89ddfZGJiIlxX+Pr6Uo0aNeT2U6lSJWEGXV7jNdn5TJtrULMyMzPDlClT0LRpU3Tu3FnpY1asWIFWrVoJQZp69eqV6zqEhYUpjUD+5csXnDx5Mlf7zKmUlBSlaTsqVqyY7Rpamfbt22P06NHYsWMHJBIJ0tPTcfr0aYwYMUJUmpzOnTtj6dKlCgGpVqxYobUIod+KNj8LSUlJsLW1VdhuY2OTp5F327Ztm21O6+xMnjwZbdq0ER148FsYMWIEGjdujBIlSsDNzS3HcQ6GDh0q/L9u3bq4fft2rlOA5Vb//v1RuXJlxMfHo169epBKpQAyUgZOnz5d1D4WLlyIgIAA7N27F+PGjYOLiwuAjGCPebFuLPNa1Nyi/629zurNmzeiUj0+evQI1atXV1hrmpqaijNnzuTZWm3Zb1adOnXktlMOUi+x/EdEQiDFY8eOoUmTJgAABwcHUWulFyxYgNatW+PgwYNCCq0LFy7g7t272LVrl9Iyvr6+wv9r166tNBr1mzdvULduXdHrx42NjdG7d29Rj82qV69eGDJkCFJSUuRyz48aNQrDhw/P1T5zSk9PTwgeJlO8ePEcfZ/Hjh2L6OhohIWFCd9PIOOcP3nyZIwZMybb8t27d0epUqWwevXq/2ycBaa5zNcUxsbGMDMzw8uXLwFkxDWpWbOmwjVMTty6dQvVqlWT+3z6+PggISEBjx8/RrFixRTqAQB2dnZCPfIaN7K/E8pSGmnDhw8f8OHDh2wfo2lDP/MPxM2bN/H8+XPhb1l0SXt7+xztM7c0beTOnDkTAwYMgIODA9LS0uDm5ibkuR4/fryoOqxevRpHjhxB1apVAWTk7IyLi0OXLl3kcr1+61yuuaGtTp9q1aph0qRJWL9+PQwNDQEAnz9/xpQpU/Is92hu81zL9OrVS7sVyoVBgwbhxIkT8Pf3h5WVlcYXPzm9eJN5/Pgx9u3bh7i4OIWONHWf41OnTqFGjRoKnV+NGzcWffyyZcvi2rVrCtt///13ufRoW7ZsQbNmzUQ1WnMic+Mgp2TBISUSCbp16wYDAwPhvrS0NFy9elVUR4G/v7/SRsmHDx/g7++fJ41bWRqeZcuWCanM2I/J29sb06dPR926dREeHo6lS5cCyIjMrayDNCsPDw/cuXMHy5YtEzIMNG3aFH379hWCjmZHVadTQkKC8JuhTrFixYRMLP7+/goB0JTJnNVl1KhRePPmDfr37y+c1wwNDTF69GiMHTtWVB20oVOnTli9ejVmz56dq/J79+7Ftm3bULVqVbnX1N3dHbGxsWrL379/H7t27RI6LxnLTCqVKnynlaVky9qAlg1UARkB8PJKdvXIa9zI/klkTedARHj27Bk2bNiARo0aidpHbhv631t0SU0aufr6+li5ciUmTJggOs915h/t69evo0KFCgAg/LhZW1vD2toa169fF8p87z3Fmnb6LFq0CA0aNEDRokWFfKfR0dEwNDTE4cOHtVFFtV69eoWGDRuiUKFCaN++PQICAn64XIvBwcHYtWtXjhqkWWmSAgzIGNlp1qwZnJ2dcfv2bXh4eAgpuGSf9ezUrl0b9vb26NixIzp27JijNHjqZL0Y79OnD6pUqSLqYjunTp48ieXLl+P+/fvYsWMH7O3tsWHDBjg5OaFGjRoqy8myRRARTE1N5S429PX1UbVqVVEdOpqOhGuDnp4erKys4O/vn+05kX3/FixYoNHsECcnJzx79gwzZ86U2/7mzRvY2Nio7PSR/QZLJBJMmDABRkZGwn1paWk4f/686PP0zJkzERERgTlz5qBXr16wt7eHr68vfH194efnp/Qzmjmri7OzMy5evIgJEybg1q1bKFCgAEqWLCnXEZYXUlNTsWbNGhw7dkxpej915+lXr14pdL4BGXnQxVxr1KlTB9HR0dzIZkoVKlQIz549E/7++PEjHjx4kKN9lC1bFsHBwUhJSVE6mq2vr6+2o7hMmTLYtWuX3G/h6dOnYWpqKqQt/t5wI/snkTWdg1QqRaFChdC1a9dv3iP74MEDEBGcnZ1x4cIFuTRN+vr6sLGxkRtt0rZv0cgtVqwYHBwcRD0284/2o0ePcPHiRVhZWWnylH54Hh4euHv3LjZt2iSMcnTo0AEBAQF51qP5zz//yOW5nj9/vug819+LggULokSJErkur2kKMCBjKuKIESMwZcoUmJqaYteuXbCxsUFAQIDc1ERVnj59iq1bt2LLli2YNWsWypYti4CAAHTo0EHrP4xiRtByY9euXejcuTMCAgJw+fJlJCcnA8gYRZ45c6bSPLYysg4rR0dHjBgxIscNYm2NhGuLpqNu7PtQrlw5ud9EmayzQ1TJ7Uh0VFSUUP7atWtyOe719fVRrlw5jBgxQsxTQKdOndCpUycAGWm7wsPDsX//fvTv3x/p6elKL9otLCzw4MED2NjY4OHDh0hPT4eJiYnoVHzfQubrlpiYGLn7xJynvb29ceDAAQwcOFCuzKpVq0TNHFu1ahW6du2K69evw8PDQ6ER1KxZM1HPg/2cateujXXr1qFp06awsLDAxIkTc3xNHxQUhD///BPt27fH2LFjYW5ujnPnzqFy5cpwdXWFo6MjDh8+jDt37sDKykppKuP+/ftj4cKFGDhwIIKCgnDnzh1MmjQJw4YNE5ahfW+4kf0Dy9y4zGmvkjbJpp/m13QMbTdyc5rnWtmPNgOMjIzyfcp1bvNcfy8mT56MSZMmYe3atXIjPmItWrQIa9asQbdu3XJdh1u3bmHLli0AMnJjf/78GSYmJpg6dSqaN2+uMo+rjLW1NYKCghAUFIQHDx5g8+bNCA4OxtixY1GrVi0cP34813XLK9OnT8eyZcvQpUsXbN26Vdju4+Mjel35qFGj5DoBHj16hD179sDNzQ3169dXWU5bI+HaoumoG/s+qFpOo26qtqYj0bL4BoGBgVi0aBHMzMxy9wT+JykpCadOnUJYWBhOnDiBqKgoeHh4qFwm1Lp1a/j6+sLOzg4SiQTe3t4qGwz379/XqG5iaRrzYebMmWjUqBFu3ryJ1NRULFq0CDdv3sSZM2cQHh6utvzZs2dx+vRpHDx4UOE+jrPAxo4diwcPHqBJkyYwNzfHtGnTctzmsLKywvHjxzFy5Ej4+vpCR0cH5cuXh4+PD4CM5XlhYWHw9vZGQkICTpw4oTAQYm9vj5CQEIwcORLlypVDwYIF0aNHD9FLOfODhL5V1z/75nR0dBSmPeX3COrdu3dVTk2dOHHiNzmmlZUVQkJCUKVKFUilUrx48UJuND0nJk6ciPnz52PgwIFCD/DZs2exZMkSDB06FFOnTlUo07t3b6xfvx52dnaIi4tD0aJF8/1HO7/NmjULtra26N69u9z2NWvW4NWrVxg9enSe1iclJQUHDhzAxo0bceDAARQsWBBPnjzJ0zrkhpeXF2JjY0FEcHR0VBhhuHz5crbl7ezsEBERodHU3sKFC+PEiRMoU6YM3NzcMHv2bDRr1gzR0dFC0JGcSEtLw8GDBzFhwgRcvXpVqxdwpqamiI6O1vp0cSMjI9y8eROOjo5yx7h//z7c3Nzw5csXtfuoX78+WrVqhb59++L9+/dwdXWFvr4+Xr9+jfnz56vtrJgyZUquRsK1zd/fX+V9Eonkh+g0YUDz5s1x+PBhYTlNp06dhKU92ZG9/+Hh4ahWrZrCSLRsxkZeLCeoXr06oqKiUKZMGWFtdq1atWBpaZltuUOHDgkBPqdOnaoy9sjgwYO/RbW/idjYWMyePRvR0dFISEhAhQoVMHr0aHh6eqot6+joiCZNmmDChAmi1uNnlZKSgj59+mDChAlwcnLK9rGzZs1Cv3798jWgKGN5hRvZPzBtNi61YeXKlejXrx+sra1RuHBhhamp6hoEuaXNRm6hQoWwePFidOjQQW77li1bMHDgQJVRV3/GH21NODo6YvPmzQrTWM+fP4/27dvn2cyLEydOYPPmzdi1axfS09PRqlUrBAQEoHbt2t/9unggYyQ7u3pOmjQp2/Jz587F06dPsXDhwlzXoUWLFmjcuDF69eqFESNG4J9//kG3bt2we/duWFpa4tixY6L2c/r0aWzatAk7d+7Ely9f0Lx5c9FTzsX6Vo1sZ2dnrFixAnXr1pU7xvr16zF79mzcvHlT7T6sra0RHh4Od3d3rFq1Cn/++SeioqKwa9cuTJw4Ebdu3cq2/OfPn0FEwsih2JFwxlTJvJzm5MmTOVpOo62RaE0ULFgQUqkU9evXh5+fH/z8/FCqVCnR5QMDA7F48WKtZnX5EZmamuLKlSsaLU0yNzfHlStX1DayGfsv4Ub2D+x7G0EtXrw4+vfvn+ejlID2GrkWFha4ePGiQi98TEwMKleujPfv32dbnn+0MxgaGuLWrVsKP7g5GfnLjcxLKOzt7fH27Vs0bNgQAQEBaNq0aZ4HtMlv6enpaNy4MWJiYnKVAgzIeM8SEhJQtmxZJCYmYvjw4Thz5gxKliyJ+fPnq41WPnbsWGzduhVPnz5FvXr1EBAQgObNm+dq+rs636qRPWvWLGzcuBFr1qxBvXr1EBISgkePHmHo0KGYMGGCsBYyO0ZGRrh9+zaKFSuGtm3bwt3dHZMmTUJ8fDxcXV3VprbTdCScsexkXk5z9+7dH2I5jWxdd1hYGMLDwxEREQF9fX0h2nh+L1fKS7GxsVi7di3u37+PhQsXwsbGBgcPHkSxYsXUBpvs2rUratasqXJJnBhdu3ZF+fLl5dJGMvZfx2uyf2ADBgxAs2bN8PDhQ43zGmvDu3fv0KZNm3w5trZST2maAuxbpWL70Tg4OOD06dMKjezTp0+jSJEi3+y4mdfnA0B8fDysra2/2fG+NVXLQN6/f48KFSqo7TzTRgqwzA1WY2NjLFu2LEflIyIiMHLkSLRt2/abvxfFixfXKA+nKmPGjEF6ejrq1KmDpKQk1KpVCwYGBhgxYoSoBjYAuLi4YO/evWjZsiUOHz4sXIy+fPlS1Gjg5cuXhQCXO3fuROHCheVGwrmRzXIrJSUFkZGROH/+PB4+fJirKcP5QSKRoGzZsihbtiwGDhyIS5cuYcmSJdi0aRO2bdv2n2lkh4eHo1GjRvDx8UFERASmT58OGxsbREdHY/Xq1di5c2e25UuVKoWxY8fi1KlT8PT0VDiHDho0SG0dSpYsialTp+L06dNKYzWI2QdjPxseyf6BZV6T7eTkhIiICCEidn7o0aMHKlWqhL59++ZbHXIjc1qvlJQUBAcHo1ixYkpTgOVlKrIf2dy5czF37lz8/vvvQlq30NBQjBo1CsOHD/9mEe8zL6HQ0dHB8+fP83UJhaakUimeP3+ukJ7lxYsXcHBwUMhZnZWpqSm2bt2qUQowTRv6X758EZ33Vp2vX78qjfdQrFgxrexfzPHv3buHhIQEuLm5wcTEJNvHZ55ZsWvXLnTo0AFpaWmoU6cOjhw5AiBjlDwiIkJp0KHMNB0JZyyrH305zeXLlxEWFoawsDCcOnUKnz59gqenp7A+u3nz5vldxTxRrVo1tGnTBsOGDZObzXPhwgW0atUKjx8/zrZ8dlO8JRKJqJmQ2tgHYz8bHsn+gWWOah0XF6e1C9mcyJyf28XFBRMmTMC5c+dy3RuaH9auXQsPDw/o6upCIpGgYsWKABRTgN24cSM/q/ndy9ygGDVqFN68eYP+/fsLDUFDQ0OMHj36m6aUyxw5FsB3ETk2N/bt2yf8//Dhw3LpLNLS0hAaGipq7ZumKcAA4OHDh0qDkyUnJ4sKHmdjYyNcvNepUydXqTbu3r2L7t2748yZM3LbZWmE8ir6rb6+Ptzc3PDx40ccO3YMrq6uKFOmjMrHZ55ZMXLkSNy/fx+vXr2SCzBVp04dtGzZUu2xNR0JZ0zVcpr/a+/eo2rM9z+Av3c3djdddHFJTUpuSTRm4qSDk3Ac92kfE6VCTCRkxjkmjBmOdSiXJeZkddTMkshamBlHadxycjmlxJxaRUrNETOKISG1n98fLfvX1i5p792u3fv1l+f2fT7Pw3rsz/N9vp9vXFxcpxxOM2rUKLi7u8Pb2xuLFi3C2LFjFU79o+1u3ryJpKSkJuutra2brSPTmCpqpGhyhhuijoo92Z3Y4sWLkZiYiN69e2tsTHZri1x05DeZjXsLO0qV9s5IUbX7bt26oaCgAGKxGM7Ozu3yI66zF6HLy8uDu7t7s9v19fXh4OCA6OhoTJ06tcW2Dhw4gNTU1DZNAfY60Z8xYwYSExMVJvrp6ekoLCxssZ1jx44hKSkJJ0+eRI8ePSCRSDBv3jx4eHi0OpYxY8ZAT08Pa9eulU2901hrqiIrw8/PD2PHjsWyZcvw/PlzDB8+HCUlJRAEAcnJyZg9e7bC45QtTqnKnnCixs/oPn36IC8vr1MPp3ny5AlfMAHo27cvjhw5gtGjR8v1ZB87dgyRkZGyDgNVa/wVYEtEIhGio6PVEgNRR8Yku5Pr7AlFR9DRqrR3Vh3tPnbWInRvDgPJyspq8w/htk4BpspE/7WnT5/i6NGjOHToEM6ePQtHR0fMmzevVVP7GRkZ4dq1axg4cGCrzqVqtra2SEtLg5ubG5KSkrBhwwbk5eUhMTERcXFxyM3NVXicssUp33xxlZGRIesJf/1FwH/+8x+Ymppq7N5Q56Ftw2le0/QwEk2LjIzE1atXkZKSggEDBiAnJwcPHjxAQEAAAgICFM5CsWrVKnz55ZcwMjJ6a7L8Zo2a196czi8nJwd1dXVwcXEB0FAwVldXFyNHjuTUftQlMcnWEp01oegIOsIXAdqgo1W776xU+UO4rVOAqTLRVyQ/Px/+/v6tnif7/fffx44dO/C73/1OZTG8C7FYjKKiItjZ2SEgIAC9e/fG1q1bUVZWhsGDB7c4V7gyL0I72osr6ty07RldVFSEkJAQjQ8j0bTa2lqEhYUhISEB9fX10NPTQ319PT7++GMkJCQo/Du2sLBAUVERevbs2SRZbkwkErUqQY6JicH58+eRmJgom6f80aNHCAoKgpeXF1avXt32CyTqpJhkk1Ja+7kQ0Pzb0I6AXwSoBu+j8jrCSx919Hi9ePEC3333HZKSkpCamgobGxvMnTsXW7duVbj/kydPZH/Ozs7G559/ji1btiis96DuT0YHDBiAr776Cn/84x/x3nvvITk5GePHj0deXh4mTJjQqnGPbXkRqm1JEWmeNj2jNT2MpKMpLy/HzZs3UV1dDXd39yZTkTam6mFyffr0wenTp5tMF/bTTz9h4sSJuHfvXpvbJuqsWPiMlPJm0bDm3tl09EqlqpoCrKvjfVReXFwcZs2aJfshrMzUfG2tDD579myMHTtWNt2aMgXk0tLSkJSUhOPHj0NPTw9z5szB6dOnMXbs2BaPMzMzk3tuCIKACRMmyO3TXj1WERER8Pf3h7GxMezt7fH73/8eQMP0ZK6urq1qoy3T+6ny3wIRoF3P6OvXr2t0GElHsWnTJkRGRsLOzk5uhpnnz59j27ZtCofkmJubywrnlpaWNvnU/l09efIEv/76a5P1v/76K54+fapU20SdFXuySSksGkakPsoOA1FmCjBV9XgZGhpi6tSp8Pf3x5QpU1o9j/WFCxdatR8AeHt7t3rftsrOzkZ5eTl8fHxkU3edPHkSZmZmGDNmjNrPzyFBRPI0PYyko2g8vKexyspKWFtbK3wJqeqvZAICAnDx4kVER0dj1KhRABqmP12zZg28vLyQmJjYhisj6tyYZJNSOGaQqONRVWVwQPnk7unTp1qVGL7+L7Ojf51DpI060jCSjqK5315nz56FRCJR2MMMqHboQE1NDSIjI/HPf/4Tr169AgDo6ekhJCQE27Ztg5GR0TteFVHnxySblNIRxo8S0f9TR2VwZSQkJGDBggVN1tfV1SEqKgp/+9vfWtXO48ePER8fj4KCAgDAkCFDEBwc3G7z4sbHx2PHjh24desWAMDZ2RkRERFYuHBhu5yfiBoSyjeHkbz5wqurFD4zNzeHSCTCb7/9BlNTU7n7UF9fj+rqaixZsgSxsbEttqPKr2SePXsmmzKsf//+TK6pS2OSTUrTpkIqRJ2duiuDvytTU1P4+voiLi5OVnW2sLAQH3/8MSorK1FaWvrWNrKzs+Hr6wuxWCz7FDErKwvPnz/H6dOnMWLECHVeAtavX4+YmBgsX74cnp6eAIDLly9jz549WLlyJTZt2qTW8xNRg8bDSEpLS2FnZ9fkxb5UKkVZWRkCAwPbO7x2lZiYCEEQEBwcjJ07d8q9cDQwMICDg4PseUVE7Y9JNqkMxwwSaV5Hmwu3uLgY8+bNQ3l5OQ4cOICioiJ8+umnmDFjBvbu3duqnmgvLy84OTlh//790NNrqNdZV1eHhQsX4s6dO8jIyFDrNVhZWWH37t2YO3eu3PpDhw5h+fLlraouTkSq1ZaxyNrowoULskrrRNRxMMkmItIiHXEIh1QqRUREBGJjY6Grq4vExMQmCWtLxGIxcnNzm1QRzs/Ph4eHB2pqalQdshwzMzNkZWU1mRKnqKgIo0aNwuPHj9V6fiJqqrmxyHfv3sXgwYPx7NkzDUXWvnJycqCvry+b6eDEiRM4cOAABg8ejI0bN8LAwEDDERJ1TXztRUSkRTritE8nT55EcnIyPD09UVRUhPj4eHh7e8umCHsbU1NTlJWVNUmyy8vL2+Xa5s+fj3379iEmJkZufVxcHPz9/dV+fiL6f6tWrQLQUHwwKioKhoaGsm319fW4evUqhg8frqHo2l9oaCjWrl0LV1dX3LlzBxKJBLNmzUJKSgpqamqwc+dOTYdI1CUxySYi0jIdaS7c0NBQJCYmYvPmzVi1ahUePHiA4OBguLq6Yt++ffDz83trGxKJBCEhIdi+fTtGjx4NAMjMzMSaNWveqUdcGfHx8Th9+jQ+/PBDAA3T05SVlSEgIED2ox9Ak0SciFQrNzcXQEOBs5s3b8r11BoYGMDNzQ2RkZGaCq/dFRUVyV4qpKSkwNvbG0lJScjMzMSf//xnJtlEGsLPxYmISG2GDh2KgwcPws3NTW59bGwsPvvsM1RXVys87saNGxg6dCh0dHRQW1uLNWvW4Ouvv0ZdXR2AhirpS5cuxdatW9GtWzeVx934/OPGjWvVMSKRCGfPnlV5LETUVFBQEHbt2tVlpupqjqmpKa5duwZnZ2f4+Phg6tSpWLFiBcrKyuDi4oLnz59rOkSiLolJNhERqc3Lly+bTYILCwvh4uKicFvjokaOjo7IysqCWCyWmx6m8Weiqqbo/JaWlmo7HxFRW4wfPx52dnb4wx/+gJCQEOTn58PJyQkXLlxAYGBgq2ZwICLV09F0AEREpL1a6mVuLsEGGoqNlZSUAGiYqkcqlcLQ0BCurq5wdXVVa4Ld3PmJiDqanTt3IicnB8uWLcO6devg5OQEADh69KhseA0RtT/2ZBMRkVodPXoUR44cQVlZGWpra+W25eTkKDxm8eLF+Oabb9CrVy+NVEnX9PmJiJTx4sUL6OrqQl9fH0DDlIPTpk2DkZGRhiMj6hpY+IyIiNRm9+7dWLduHRYsWIATJ04gKCgIxcXFyMrKQlhYWLPHabpKuqbPT0SkjO7du8sth4aG4oMPPoCjo6OGIiLqWtiTTUREajNw4EBs2LABc+fOhYmJCfLy8uDo6Ij169ejqqoKe/bseWsbQUFB2L17t8aSXE2fn4hIWY2fv0SkfkyyiYhIbQwNDVFQUAB7e3tYW1sjPT0dbm5uuHXrFj788ENUVlZqOkQiIq3HJJuofbHwGRERqY2trS2qqqoAAP369cOVK1cAACUlJeA7XiIiItJGTLKJiEhtxo8fj++++w5Aw2fXK1euhI+PDyQSCWbOnKnh6IiIiIhUj5+LExGR2kilUkilUujpNdTZTE5OxqVLl+Ds7IzQ0FAYGBhoOEIiIu3Hz8WJ2heTbCIiIiIiLTZ06FCcOnUKdnZ2mg6FqEtgkk1ERGr14sUL3LhxA7/88gukUqnctmnTpmkoKiIi7VFbW6vwGduvXz8NRUTUtXGebCIiUpvU1FQEBATg4cOHTbaJRCLU19drICoiIu1w69YtBAcH49KlS3LrBUHgM5ZIg9iTTUREauPs7IyJEydi/fr1sLGx0XQ4RERaZcyYMdDT08PatWvRq1cviEQiue1ubm4aioyoa2OSTUREamNqaorc3Fz0799f06EQEWkdIyMjXLt2DQMHDtR0KETUCKfwIiIitZkzZw7Onz+v6TCIiLTS4MGDFQ7HISLNYk82ERGpTU1NDT766CNYWVnB1dUV+vr6ctvDw8M1FBkRUef05MkT2Z+zs7Px+eefY8uWLQqfsaampu0dHhGBSTYREalRfHw8lixZgu7du8PS0lJuvKBIJMKdO3c0GB0RUeejo6Mj9yx9/VP+zXUsfEakOUyyiYhIbWxtbREeHo61a9dCR4cjlIiIlHXhwoVW7+vt7a3GSIioOUyyiYhIbSwsLJCVlcXCZ0REavL48WPEx8ejoKAAQMM47ZCQEPTo0UPDkRF1XexWICIitQkMDMThw4c1HQYRkVbKzs6Gk5MTduzYgaqqKlRVVWHHjh3o378/cnJyNB0eUZfFnmwiIlKb8PBwfPPNN3Bzc8OwYcOaFOWJiYnRUGRERJ2fl5cXnJycsH//fujp6QEA6urqsHDhQty5cwcZGRkajpCoa2KSTUREKnXjxg0MHToUOjo6GDduXLP7iUQinD17th0jIyLSLmKxGLm5uU3myc7Pz4eHhwdqamo0FBlR16an6QCIiEi7uLu7o6KiAtbW1rh79y6ysrJgaWmp6bCIiLSOqakpysrKmiTZ5eXlMDEx0VBURMQx2UREpFJmZmYoKSkBAJSWlkIqlWo4IiIi7SSRSBASEoLDhw+jvLwc5eXlSE5OxsKFCzF37lxNh0fUZbEnm4iIVGr27Nnw9vZGr169IBKJ4OHhAV1dXYX7cp5sIqK22759O0QiEQICAlBXVwcA0NfXx9KlS7F161YNR0fUdXFMNhERqVxqaipu376N8PBwbNq0qdnPFlesWNHOkRERaZ+amhoUFxcDAPr37w9DQ0MNR0TUtTHJJiIitQkKCsLu3bs5NpCIiIi6DCbZRERERERERCrCwmdEREREREREKsIkm4iIiIiIiEhFmGQTERERERERqQiTbCIiIiIiIiIVYZJNRKRFNm7ciOHDhyvVRmlpKUQiEa5fv66SmJojEolw/PhxtZ6DiIiIqL0xySYiakfl5eUIDg5G7969YWBgAHt7e6xYsQKVlZXv3JaiJDUyMhJnzpxRKkY7OztUVFRg6NChSrXzWnOJf0VFBSZPnqySc3Q1CxYswIwZMzQdBhERESnAJJuIqJ3cuXMHHh4euHXrFg4dOoTbt2/j66+/xpkzZ+Dp6Ymqqiqlz2FsbAxLS0ul2tDV1YWtrS309PSUjqcltra26Natm1rPoS6vXr3SdAgqUVtbq+kQiIiItA6TbCKidhIWFgYDAwOcPn0a3t7e6NevHyZPnowff/wR//vf/7Bu3TrZvg4ODvjyyy8xd+5cGBkZoU+fPoiNjZXbDgAzZ86ESCSSLb/Za/y6x3PLli2wsbGBmZkZNm3ahLq6OqxZswYWFhbo27cvDhw4IDvmzc/FHz16BH9/f1hZWUEsFsPZ2Vlu/88++wwDBgyAoaEhHB0dERUVJUtCExIS8MUXXyAvLw8ikQgikQgJCQkAmvbE37x5E+PHj4dYLIalpSUWL16M6urqJteyfft29OrVC5aWlggLC2sx4X19P/7xj3/Azs4OhoaG8PPzw2+//SbbJysrCz4+PujZsyd69OgBb29v5OTkyLUjEomwb98+TJs2DUZGRti8eTPq6+sREhKC9957D2KxGC4uLti1a5fccW25/0DDFw9+fn4wMzODhYUFpk+fjtLSUtk1JSYm4sSJE7J7ev78+bce1ziezZs3o3fv3nBxcWn23hEREVHbMMkmImoHVVVVSEtLwyeffAKxWCy3zdbWFv7+/jh8+DAEQZCt37ZtG9zc3JCbm4u1a9dixYoVSE9PB9CQGALAgQMHUFFRIVtW5OzZs7h37x4yMjIQExODDRs2YOrUqTA3N8fVq1exZMkShIaG4ueff1Z4fFRUFPLz83Hq1CkUFBRg37596Nmzp2y7iYkJEhISkJ+fj127dmH//v3YsWMHAEAikWD16tUYMmQIKioqUFFRAYlE0uQcz549g6+vL8zNzZGVlYWUlBT8+OOPWLZsmdx+586dQ3FxMc6dO4fExEQkJCTIkvbm3L59G0eOHMH333+P1NRU5Obm4pNPPpFtf/r0KQIDA/Hvf/8bV65cgbOzM6ZMmYKnT5/KtbNx40bMnDkTN2/eRHBwMKRSKfr27YuUlBTk5+dj/fr1+Otf/4ojR44odf9fvXoFX19fmJiY4OLFi8jMzISxsTEmTZqE2tpaREZGws/PD5MmTZLd09GjR7/1uNfOnDmDwsJCpKen44cffmjx3hEREVEbCEREpHZXrlwRAAjHjh1TuD0mJkYAIDx48EAQBEGwt7cXJk2aJLePRCIRJk+eLFtW1N6GDRsENzc32XJgYKBgb28v1NfXy9a5uLgIXl5esuW6ujrByMhIOHTokCAIglBSUiIAEHJzcwVBEIQ//elPQlBQUKuvddu2bcLIkSObjUlR/HFxcYK5ublQXV0t237y5ElBR0dHuH//vty11NXVyfb56KOPBIlE0mwsGzZsEHR1dYWff/5Ztu7UqVOCjo6OUFFRofCY+vp6wcTERPj+++/lYo2IiGj5wgVBCAsLE2bPni1bbsv9//bbbwUXFxdBKpXK9nn58qUgFouFtLQ0WbvTp0+XO3drj7OxsRFevnz51mshIiKitmFPNhFROxIa9VS/jaenZ5PlgoKCdz7nkCFDoKPz/497GxsbuLq6ypZ1dXVhaWmJX375ReHxS5cuRXJyMoYPH45PP/0Uly5dktt++PBhjBkzBra2tjA2Nsbnn3+OsrKyd4qxoKAAbm5uMDIykq0bM2YMpFIpCgsL5a5FV1dXttyrV69m436tX79+6NOnj2zZ09NTrt0HDx5g0aJFcHZ2Ro8ePWBqaorq6uom1+Dh4dGk7djYWIwcORJWVlYwNjZGXFxck+Pe9f7n5eXh9u3bMDExgbGxMYyNjWFhYYEXL16guLi42ets7XGurq4wMDBo8Z4RERFR26m3qg0REQEAnJycIBKJUFBQgJkzZzbZXlBQAHNzc1hZWan83Pr6+nLLIpFI4TqpVKrw+MmTJ+Pu3bv417/+hfT0dEyYMAFhYWHYvn07Ll++DH9/f3zxxRfw9fVFjx49kJycjOjoaJVfR3PX0lzcrRUYGIjKykrs2rUL9vb26NatGzw9PZsUBWv8AgAAkpOTERkZiejoaHh6esLExATbtm3D1atX3xpzS9dRXV2NkSNH4uDBg01ibenfR2uPe/M6iIiISLWYZBMRtQNLS0v4+Phg7969WLlypdy47Pv37+PgwYMICAiASCSSrb9y5YpcG1euXMGgQYNky/r6+qivr1d/8GhI0gIDAxEYGAgvLy+sWbMG27dvx6VLl2Bvby9XtO3u3btyxxoYGLw1zkGDBiEhIQHPnj2TJYGZmZnQ0dFRujhXWVkZ7t27h969ewNouI+N283MzMTevXsxZcoUAA3Fwx4+fPjWdjMzMzF69Gi58d0t9TS31ogRI3D48GFYW1vD1NRU4T6K7mlrjiMiIiL14+fiRETtZM+ePXj58iV8fX2RkZGB8vJypKamwsfHB3369MHmzZvl9s/MzMTf//53FBUVITY2FikpKVixYoVsu4ODA86cOYP79+/j0aNHaot7/fr1OHHiBG7fvo3//ve/+OGHH2TJvrOzM8rKypCcnIzi4mLs3r0bx44dkzvewcEBJSUluH79Oh4+fIiXL182OYe/vz+6d++OwMBA/PTTTzh37hyWL1+O+fPnw8bGRqn4X7ebl5eHixcvIjw8HH5+frC1tZVdw7fffouCggJcvXoV/v7+TYrTKeLs7Izs7GykpaWhqKgIUVFRLRagay1/f3/07NkT06dPx8WLF1FSUoLz588jPDxcVhzNwcEBN27cQGFhIR4+fIhXr1616jgiIiJSPybZRETt5HVS5ujoCD8/P/Tv3x+LFy/GuHHjcPnyZVhYWMjtv3r1amRnZ8Pd3R1fffUVYmJi4OvrK9seHR2N9PR02NnZwd3dXW1xGxgY4C9/+QuGDRuGsWPHQldXF8nJyQCAadOmYeXKlVi2bBmGDx+OS5cuISoqSu742bNnY9KkSRg3bhysrKxw6NChJucwNDREWloaqqqq8P7772POnDmYMGEC9uzZo3T8Tk5OmDVrFqZMmYKJEydi2LBh2Lt3r2x7fHw8Hj16hBEjRmD+/PkIDw+HtbX1W9sNDQ3FrFmzIJFI8MEHH6CyslKuV7utDA0NkZGRgX79+mHWrFkYNGgQQkJC8OLFC1kP9aJFi+Di4gIPDw9YWVkhMzOzVccRERGR+omEd6nCQ0RE7cLBwQERERGIiIjQdCid2saNG3H8+HHZnN9ERERE6saebCIiIiIiIiIVYZJNREREREREpCL8XJyIiIiIiIhIRdiTTURERERERKQiTLKJiIiIiIiIVIRJNhEREREREZGKMMkmIiIiIiIiUhEm2UREREREREQqwiSbiIiIiIiISEWYZBMRERERERGpCJNsIiIiIiIiIhVhkk1ERERERESkIv8HB7BYbCiewQMAAAAASUVORK5CYII=", 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" ] @@ -327,7 +336,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 39, "metadata": {}, "outputs": [ { @@ -448,7 +457,7 @@ "[2 rows x 93 columns]" ] }, - "execution_count": 4, + "execution_count": 39, "metadata": {}, "output_type": "execute_result" }, @@ -484,7 +493,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 40, "metadata": {}, "outputs": [ { @@ -633,13 +642,13 @@ "[3 rows x 93 columns]" ] }, - "execution_count": 5, + "execution_count": 40, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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rVqxItX5GcaenRIkS9O3bl759+3LkyBEqV67MmDFj+OGHH6y2352XZycmJhIZGZnue3X7LN7do5CndoYys4lWoUKFyJ07N4cOHbJZdvDgQZycnGzOumVWzZo1qVmzJh9//DGzZ8+mQ4cOzJkzh9dff/2e+rtbiRIlMAyD4sWLU7p0abva2rPf2ZO0enp60rRpU+bOncvYsWP56aefePbZZ62+mLufuNOLJzAwkJSUFI4cOUK5cuUs5WfPnuXKlSt2z+et49XjcbwSEbkfuidbROxmNptp06YNmzZtYu7cudSqVeu++rt99uLO+zWvXr1q1we0hg0bEh0dzeLFiy1lN2/e5JtvvrGqFxoaSokSJRg9enSqU7jcPeXS3W7PQXx3Qle1alV8fX2ZMmWK1aWSy5Yt48CBAzaj68KtS6EXLFhAtWrVaNasGVu3brUsc3Z2xmQyWZ2NPX78OIsWLUo3Pnultu0Nw2DChAlptkkv7tTEx8dz8+ZNq7ISJUrg5eVl2VZhYWG4ubkxceJEq1i+++47rl69mur2uy0wMBBnZ2fWrl1rVf7ll1/a1E3r/bubs7MzL7zwAr/88ovVFEJnz55l9uzZPPPMM3h7e6fbx90uX75stW6A5ezkvU4llZqXX34ZZ2dnhg4davN6hmFw8eLFNNvas995enpmuB3v1KZNG06fPs23337L7t27adOmjcPivh0P2L63L774IoDVpekAY8eOBUh330qNjleP9vFKRMQRdCZbROzWt29fFi9eTLNmzbh06RI//PCD1fKOHTva1d8LL7yAm5sbzZo148033yQuLo5vvvkGX19fzpw5k6k+3nzzTSZNmkS7du3o3bs3/v7+zJo1yzKoz+0zOk5OTnz77bc0btyYkJAQunbtStGiRYmOjmbVqlV4e3vz66+/pvk6JUqUIG/evEyZMgUvLy88PT2pUaMGxYsXZ9SoUXTt2pU6derQrl07y5Q4QUFB9OnTJ9X+cuXKxZIlS6hfvz6NGzdmzZo1PPnkkzRp0oSxY8fSqFEj2rdvz7lz5/jiiy8oWbIke/bssWv7pqds2bKUKFGCfv36ER0djbe3N/Pnz09zgLKM4k7N4cOHef7552ndujXly5fHxcWFhQsXcvbsWdq2bQvcOnM8cOBAhg4dSqNGjWjevDmHDh3iyy+/pFq1aunuUz4+PrRq1YrPP/8ck8lEiRIlWLJkCefOnbOpGxoaCkCvXr1o2LAhzs7OlhjuNnz4cFasWMEzzzxDjx49cHFx4auvviIhIYFPP/003e2TmhkzZvDll1/SsmVLSpQowbVr1/jmm2/w9va2JIJwaz7vGTNmEBkZaTU4VGaVKFGC4cOHM3DgQI4fP06LFi3w8vIiMjKShQsX8sYbb9CvX79U29qz34WGhvLHH38wduxYihQpQvHixW2mNbvTiy++iJeXF/369cPZ2ZlXXnnFYXHfjgfggw8+oG3btri6utKsWTMqVapE586d+frrr7ly5Qp16tRh69atzJgxgxYtWlCvXr3MblpAx6tH/Xh12/Dhw4FbU/nBrWnrbt+r/uGHHzpgbUTkkfbgBjIXkUdFnTp1DCDNR0ZSmxJn8eLFRsWKFQ0PDw8jKCjIGDVqlDF16lSb6VsCAwONJk2apNrvsWPHjCZNmhi5cuUyChUqZPTt29eYP3++ARibN2+2qrtr1y7j5ZdfNgoUKGC4u7sbgYGBRuvWrY2VK1dmGP8vv/xilC9f3nBxcbGZHuenn34yqlSpYri7uxv58+c3OnToYJw6dcqq/Z1Ty9x24cIFo3z58oafn59x5MgRwzAM47vvvjNKlSpluLu7G2XLljWmTZuW6rYDjLffftuq7Pb0VXdPm3V7uqu5c+dayvbv32+EhYUZefLkMQoWLGh0797d2L17t826ZTbuu124cMF4++23jbJlyxqenp6Gj4+PUaNGDePnn3+2qTtp0iSjbNmyhqurq1G4cGHjrbfeMi5fvmyz/e6edur8+fPGK6+8YuTOndvIly+f8eabbxp//fWXzTokJycb77zzjlGoUCHDZDJZbUvumsLLMAxj586dRsOGDY08efIYuXPnNurVq2ds3LjRqs7tKavunprr7qnFdu7cabRr184oVqyY4e7ubvj6+hpNmzY1tm/fbtXulVdeMXLlymWz3ne7vS+cP38+1eXz5883nnnmGcPT09Pw9PQ0ypYta7z99tvGoUOHLHVS25aZ3e8OHjxoPPfcc0auXLkMwDKd191TeN2pQ4cOlunO0pKZuNMybNgwo2jRooaTk5NVDElJScbQoUON4sWLG66urkZAQIAxcODATE3npOPV43W8ujPOe/0fJyJiMoy7rskSEXmEjB8/nj59+nDq1CmKFi2a3eGIZKhw4cJ06tSJzz77LLtDkQdMxysRkUeDkmwReWTcuHHDaiTfmzdvUqVKFcxmM4cPH87GyEQyZ9++fdSqVYtjx45RsGDB7A5HspCOVyIijy7dky0ij4yXX36ZYsWKUblyZa5evcoPP/zAwYMHmTVrVnaHJpIpISEhxMbGZncY8gDoeCUi8uhSki0ij4yGDRvy7bffMmvWLMxmM+XLl2fOnDk2oxiLiGQ3Ha9ERB5dulxcRERERERExEE0T7aIiIiIiIiIgyjJFhEREREREXEQJdkiIiIiIiIiDqIkW0RERERERMRBlGSLiIiIiIiIOIiSbBEREREREREHUZItIiIiIiIi4iBKskVEREREREQcREm2iIiIiIiIiIMoyRYRERERERFxECXZIiIiIiIiIg6iJFtERERERETEQZRki4iIiIiIiDiIkmwRERERERERB1GSLSIiIiIiIuIgSrJFREREREREHMQluwN4FKSkpHD69Gm8vLwwmUzZHY6IiIiISI5lGAbXrl2jSJEiODnpnGB6lIc8OPbsl0qyHeD06dMEBARkdxgiIiIiIo+MkydP8sQTT2R3GA815SEPXmb2SyXZDuDl5QXc2uDe3t42y5OSkvj999954YUXcHV1tbt/tb+/9g9DDI97+4chhse9/cMQw+Pe/mGI4XFv/zDE8Li3fxhieNzbPwwxZNQ+NjaWgIAAy2dsSVtGeYg4jj37pZJsB7h9aYa3t3eaSXbu3Lnx9va+5wOR2t97+4chhse9/cMQw+Pe/mGI4XFv/zDE8Li3fxhieNzbPwwxPO7tH4YYMttelz9nLKM8RBwvM/ulbnIQERERERERcRAl2SIiIiIiIiIOoiRbRERERERExEF0T7aIiIjIY8ZsNmM2m+1ul5SUhIuLCzdv3ryn9o7oQ+1z/nsg8qhTki0iIiLymDAMAy8vL44dO3ZPg0oZhoGfnx8nT56850Gp7rcPtX803gMvLy8Mw7C7rUhOoCRbRERE5DFx7tw58uXLR6FChciTJ4/dCVJKSgpxcXHkyZMHJ6d7u+vwfvtQ+5z9HhiGQVxcHAkJCZw7d07zYMsjSUm2iIiIyGPAbDYTGxtLwYIFKVCgwD0nV4mJiXh4eNxXgnc/fah9zn8P3N3duXnzJrGxsZjNZpydne3uQ+RhpoHPRERERB4DSUlJALi5uWVzJCL/7Ie390uRR4mSbBEREZHHyL3exyviSNoP5VGmJFtEREREHmp169bl3Xffze4wHM5kMrFo0aLsDsPG9OnTyZs3b3aHIZJjKckWEREREbkPD2uy/KAkJSXRv39/KlSogKenJ0WKFKFTp06cPn06u0MTyRZKskVERETkkWYYBsnJydkdxiMrPj6enTt3MmjQIHbu3MmCBQs4dOgQzZs3z+7QRLKFkuwsdOBMLCOWHeA/Sw5w8IpJcwGKiIjII8GcYrDp6EV+iYhm09GLmFMe7GecOXPmUL16dby8vPDz86N9+/acO3fOsnz16tWYTCaWLVtGaGgo7u7urF+/nmvXrtGxY0eKFi1K0aJFGTdunM2l6AkJCfTr14+iRYvi6elJjRo1WL16dZqxBAUFAdCyZUtMJpPlOcDkyZMpUaIEbm5ulClThpkzZ6a7XoMHD8bf3589e/YA0L9/f0qXLk3u3LkJDg5m0KBBVgOFDRkyhMqVKzN16lSKFStGnjx56NGjB2azmU8//RQ/Pz98fX35+OOPrV5n3Lhx1K5dGy8vLwICAujRowdxcXFpxnX+/HmqVq1Ky5YtSUhIsFnu4+PDihUraN26NWXKlKFmzZpMmjSJHTt2EBUVle46y+PranwS362P5IOFe5m56ThxCY/OF2GawiuLzNpygg8X/cU/ebUzZxfuY2ybKtkZloiIiMh9WXnoIp+t3EFM7E1Lmb+PB4OblafRk/4PJIbk5GSGDh1KuXLlOHfuHOHh4XTp0oWlS5da1RswYACjR48mODiYfPnyER4ezsaNG5k9ezbFixdnyJAh7Ny5k8qVK1va9OzZk/379zNnzhyKFCnCwoULadSoEXv37qVUqVI2sWzbtg1fX1+mTZtGo0aNLNNRLVy4kN69ezN+/HjCwsJYsmQJXbt2pUiRIoSGhlr1YRgGvXr1YsmSJaxbt46SJUsC4OXlxfTp0ylSpAh79+6le/fu5MmThzfffNPS9ujRoyxbtozly5dz9OhRXn31VY4dO0bp0qVZs2YNGzdupFu3boSFhVGjRg0AnJycGDVqFCEhIRw/fpwePXrw/vvv8+WXX9qs38mTJ2nQoAE1a9bku+++w9nZmZSUlAzfo6tXr2IymXRvt6Qq8sJ1Wn+1ifPX/vnS5ut1x5j7Zm38fDyyMTLHUJKdBa7EJzJsyX7uPnG9YNdpXg0NoHbJgtkTmIiIiMh9WP5XDP0WHuTu89YxV2/y1g87mdzxqQeSaHfs2BFvb2+cnJwIDg5m4sSJVKtWjbi4OPLkyWOp95///IcGDRoAcO3aNWbMmMEPP/xAnTp18Pb2Ztq0aRQpUsRSPyoqimnTphEVFWUp79evH8uXL2fatGl88sknNrEUKlQIgLx58+Ln52cpHz16NF26dKFHjx4AhIeHs3nzZsaMGcPs2bMt9ZKTk+nYsSO7du1i/fr1FC1a1LLsww8/tPweFBREv379mDNnjlWSnZKSwtSpU/Hy8qJ8+fLUq1ePQ4cOsXTpUpycnChTpgyjRo1i1apVliS7d+/exMbG4u3tTXBwMMOHD+ff//63TZJ96NAhGjRoQMuWLRk/fnymRwS/efMm/fv3p127dnh7e2eqjTxeRiw9YJVgA5y8dIPxfxxm5CsVsykqx1GSnQU2Hr3IzaTUv+H78+A5JdkiIiKS45hTDP6z5IBNgg1gACZg6K/7aVDeD2enrJ2eKSIigtGjR7Nnzx4uX75sObMaFRVF+fLlLfWqVq1q+f3YsWMkJSVRvXp1S5mPjw9lypSxPN+7dy9ms5nSpUtbvV5CQgIFChSwK8YDBw7wxhtvWJU9/fTTTJgwwaqsT58+uLu7s3nzZgoWtP6M+NNPPzFx4kSOHj1KXFwcycnJNklrUFAQXl5elueFCxfG2dkZJycnq7I7L6f/448/+Pjjj/n777+JjY0lOTmZmzdvEh8fT+7cuQG4ceMGzz77LO3bt2f8+PGZXu+kpCRat26NYRhMnjw50+3k8bLq0LlUy1ceTL08p9E92VnA0z3t7y5yp7NMRERE5GG1NfKS1SXidzOAM1dvsjXyUpbGcf36dV555RW8vb2ZNWsW27ZtY+HChQAkJiZa1fX09LSr77i4OJydndmxYwcRERGWx4EDB2ySY0dp0KAB0dHR/Pbbb1blmzZtokOHDrz44ossWbKEXbt28cEHH9iso6urq9Vzk8mUatntLyKOHz9O8+bNCQkJYe7cuezYsYMvvvgCsN5+7u7ulsvco6OjM7UutxPsEydOsGLFCp3FljTldks9J/J0c37AkWQNJdlZ4OkSBfBP5V4CZycTLSoXSaWFiIiIyMPt3LW0E+x7qXevDh48yKVLlxgxYgTPPvssZcuWtTpLm5bg4GBcXV3Ztm2bpezq1ascPnzY8rxKlSqYzWbOnTtHyZIlrR53Xgp+N1dXV8xms1VZuXLl2LBhg1XZhg0bKFeunFVZ8+bNmT17Nq+//jpz5syxlG/cuJHAwEA++OADqlatSqlSpThx4kSG65mRHTt2kJKSwvDhw6lZsyalS5dOdaotJycnZs6cSWhoKPXq1ctwOq7bCfaRI0f4448/7D7zL4+XV556wq7ynEZJdhZwcXbi639VpWjeXJYyd2eDkS1DCC6UJ52WIiIiIg8nX6/MDUaU2Xr3qlixYri5uTFp0iSOHTvG4sWLGTZsWIbtvLy86Ny5M/3792fdunXs27eP1157DScnJ8u9xqVLl6ZDhw506tSJBQsWEBkZydatWxkxYgT//e9/0+w7KCiIlStXEhMTw+XLlwF47733mD59OpMnT+bIkSOMHTuWBQsW0LdvX5v2LVu2ZObMmXTt2pV58+YBUKpUKaKiopgzZw5Hjx5l4sSJljP296NkyZIkJSXx9ddfc+zYMWbOnMmUKVNSrevs7MysWbOoVKkS9evXJyYmJtV6SUlJvPrqq2zfvp1Zs2ZhNpuJiYkhJibG5sy7CMB7DcsQVq6w5bnJBC9VLsK/65bIxqgcR0l2FqnwhA9r36/H7NdrMKVDZYaFmnUWW0RERHKs6sXz4+ftQVp3W5u4Ncp49eL5szSOQoUK8cUXXzBv3jzKly/PyJEjGT16dKbajh07lpo1a9K2bVteeOEFnn76acqVK4eHxz9fDEybNo1OnTrRt29fypQpQ4sWLdi2bRvFihVLs98xY8awYsUKAgICqFLl1kwyLVq0YMKECYwePZqQkBC++uorpk2bRt26dVPt49VXX2XGjBn861//YsGCBTRv3pw+ffrQs2dPKleuzMaNGxk0aFDmN1QaKlWqxJgxY5gwYQIVK1Zk1qxZjBgxIs36Li4u/Pjjj4SEhFC/fv1UrxqIjo5m8eLFnDp1isqVK+Pv7295bNy48b5jlkdPLjdnvu1clRV9nmNKx1BW9a3LhLZVcHV+NNJT3SCchZydTNQuWZCkpCSWHsvuaERERETunbOTiY+aluPt2bswgdUAaLcT78HNymfJoGd3z1P96quv0q1bN6vBvYw7pnWpW7eu1fPbvLy8+OGHHywja9+4cYOhQ4daDVDm6urK0KFDGTp0aKbja9asGc2aNbMpf+utt3jrrbesyu6c/uruGFu3bk3r1q0tzz/99FM+/fRTqzq9evUiNjYWuDVP9pAhQ6yWT58+3SaOu7ffu+++S7du3SwjtAP861//sizv0qULXbp0sTx3cXFh/vz5qa4D3DqTn9r2FslIqcJelCrslXHFHObR+KpARERERLJcoyf9GN2yLIW9rS8J9/PxeGDTd92PXbt28eOPPxIZGcnOnTvp0KEDAC+99FI2RyYijxKdyRYRERGRTHu+TAGahwax/cQVzl27ia/XrUvEs3raLkcZO3Yshw4dws3NjdDQUNatW2czdZaIyP1Qki0iIiIidnF2MlGrRM4bPbpKlSps27bNcrn4nZebi4g4io4sIiIiIiIiIg6iJFtERERERETEQZRki4iIiIiIiDiIkmwRERERERERB1GSLSIiIiIiIuIgSrJFREREREREHERJtoiIiIg81OrWrcu7776b3WE4nMlkYtGiRdkdho3p06eTN2/e7A5DJMdSki0iIiIich8e1mT5QRoyZAhly5bF09OTfPnyERYWxpYtW7I7LJFsoSRbRERERB5phmGQnJyc3WE80kqXLs2kSZPYu3cv69evJygoiBdeeIHz589nd2giD5ySbBERERGxT4oZItfB3nm3fqaYH+jLz5kzh+rVq+Pl5YWfnx/t27fn3LlzluWrV6/GZDKxbNkyQkNDcXd3Z/369Vy7do2OHTtStGhRihYtyrhx42wuRU9ISKBfv34ULVoUT09PatSowerVq9OMJSgoCICWLVtiMpkszwEmT55MiRIlcHNzo0yZMsycOTPd9Ro8eDD+/v7s2bMHgP79+1O6dGly585NcHAwgwYNIikpyVJ/yJAhVK5cmalTp1KsWDHy5MlDjx49MJvNfPrpp/j5+eHr68vHH39s9Trjxo2jdu3aeHl5ERAQQI8ePYiLi0szrvPnz1O1alVatmxJQkJCqnXat29PWFgYwcHBhISEMHbsWGJjYy3rIvI4ccnuAEREREQk53D9exmmtf+B2NP/FHoXgUajoHzzBxJDcnIyQ4cOpVy5cpw7d47w8HC6dOnC0qVLreoNGDCA0aNHExwcTL58+QgPD2fjxo3Mnj2b4sWLM2TIEHbu3EnlypUtbXr27Mn+/fuZM2cORYoUYeHChTRq1Ii9e/dSqlQpm1i2bduGr68v06ZNo1GjRjg7OwOwcOFCevfuzfjx4wkLC2PJkiV07dqVIkWKEBoaatWHYRj06tWLJUuWsG7dOkqWLAmAl5cX06dPp0iRIuzdu5fu3buTJ08e3nzzTUvbo0ePsmzZMpYvX87Ro0d59dVXOXbsGKVLl2bNmjVs3LiRbt26ERYWRo0aNQBwcnJi1KhRhISEcPz4cXr06MH777/Pl19+abN+J0+epEGDBtSsWZPvvvsOZ2dnUlJS0n1/EhMT+frrr/Hx8aFSpUrp1hV5FCnJFhEREZHMOfAruZe8BRjW5bFn4OdO0Pr7B5Jod+zYEW9vb5ycnAgODmbixIlUq1aNuLg48uTJY6n3n//8hwYNGgBw7do1ZsyYwQ8//ECdOnXw9vZm2rRpFClSxFI/KiqKadOmERUVZSnv168fy5cvZ9q0aXzyySc2sRQqVAiAvHnz4ufnZykfPXo0Xbp0oUePHgCEh4ezefNmxowZw+zZsy31kpOT6dixI7t27WL9+vUULVrUsuzDDz+0/B4UFES/fv2YM2eOVZKdkpLC1KlT8fLyonz58tSrV49Dhw6xdOlSnJycKFOmDKNGjWLVqlWWJLt3797Exsbi7e1NcHAww4cP59///rdNkn3o0CEaNGhAy5YtGT9+PCaTKd33ZcmSJbRt25b4+Hj8/f1ZsWIFBQsWTLeNyKNISbaIiIiIZCzFjOm3AYCBbaplACZYPgDKNgEn5ywNJSIigtGjR7Nnzx4uX75sObMaFRVF+fLlLfWqVq1q+f3YsWMkJSVRvXp1S5mPjw9lypSxPN+7dy9ms5nSpUtbvV5CQgIFChSwK8YDBw7wxhtvWJU9/fTTTJgwwaqsT58+uLu7s3nzZpuE9KeffmLixIkcPXqUuLg4kpOT8fb2tqoTFBSEl5eX5XnhwoVxdnbGycnJquzOy+n/+OMPPv74Y/7++29iY2NJTk7m5s2bxMfHkzt3bgBu3LjBs88+S/v27Rk/fnym1rlevXpERERw4cIFvvnmG1q3bs2WLVvw9fXNVHuRR4XuyRYRERGRjJ3YiCn2dCoJ9m0GxEbDiY1ZGsb169d55ZVX8Pb2ZtasWWzbto2FCxcCty5TvpOnp6ddfcfFxeHs7MyOHTuIiIiwPA4cOGCTHDtKgwYNiI6O5rfffrMq37RpEx06dODFF19kyZIl7Nq1iw8++MBmHV1dXa2em0ymVMtufxFx/PhxmjdvTkhICHPnzmXHjh188cUXgPX2c3d3t1zmHh0dnal18fT0pGTJkpZLy11cXPjuu+8ytyFEHiFKskVEREQkY3FnHVvvHh08eJBLly4xYsQInn32WcqWLWt1ljYtwcHBuLq6sm3bNkvZ1atXOXz4sOV5lSpVMJvNnDt3jpIlS1o97rwU/G6urq6YzdaDv5UrV44NGzZYlW3YsIFy5cpZlTVv3pzZs2fz+uuvM2fOHEv5xo0bCQwM5IMPPqBq1aqUKlWKEydOZLieGdmxYwcpKSkMHz6cmjVrUrp0aU6fPm1Tz8nJiZkzZxIaGkq9evVSrZORlJSUNAdKE3mUKckWERERkYzlKezYeveoWLFiuLm5MWnSJI4dO8bixYsZNmxYhu28vLzo3Lkz/fv3Z926dezbt4/XXnsNJycny73GpUuXpkOHDnTq1IkFCxYQGRnJ1q1bGTFiBP/973/T7DsoKIiVK1cSExPD5cuXAXjvvfeYPn06kydP5siRI4wdO5YFCxbQt29fm/YtW7Zk5syZdO3alXnz5gFQqlQpoqKimDNnDkePHmXixImWM/b3o2TJkiQlJfH1119z7NgxZs6cyZQpU1Kt6+zszKxZs6hUqRL169cnJiYm1XrXr1/n//7v/9i8eTMnTpxgx44ddOvWjejoaFq1anXfMYvkNEqyRURERCRjgbUxvIukekf2LSbwLgqBtbM0jEKFCvHFF18wb948ypcvz8iRIxk9enSm2o4dO5aaNWvStm1bXnjhBZ5++mnKlSuHh4eHpc60adPo1KkTffv2pUyZMrRo0YJt27ZRrFixNPsdM2YMK1asICAggCpVqgDQokULJkyYwOjRowkJCeGrr75i2rRp1K1bN9U+Xn31VWbMmMG//vUvFixYQPPmzenTpw89e/akcuXKbNy4kUGDBmV+Q6WhUqVKjBkzhgkTJlCxYkVmzZrFiBEj0qzv4uLCjz/+SEhICPXr10/1qgFnZ2cOHjzIK6+8QunSpWnWrBkXL15k3bp1hISE3HfMD4O1a9fSrFkzihQpgslkYtGiRRm2SUhI4IMPPiAwMBB3d3eCgoKYOnWqZfk333zDs88+S758+ciXLx9hYWFs3bo1C9dCHhQNfCYiIiIiGXNyxmg4EtPczhiYMFmNMP6/xLvRyCwZ9OzueapfffVVunXrZjW4l2H8E0/dunWtnt/m5eXFDz/8YBlZ+8aNGwwdOtRqgDJXV1eGDh3K0KFDMx1fs2bNaNasmU35W2+9xVtvvWVVduf0V3fH2Lp1a1q3bm15/umnn/Lpp59a1enVqxexsbHArXmyhwwZYrV8+vTpNnHcvf3effddunXrZhmhHeBf//qXZXmXLl3o0qWL5bmLiwvz589PdR0APDw8WLBggc3rPkquX79OpUqV6NatGy+//HKm2rRu3ZqzZ8/y3XffUbJkSc6cOWO17VavXk27du2oXbs2Hh4ejBo1ihdeeIF9+/ZZjTIvOY+SbBERERHJnHLNiG86mdypzpM98oHNk32vdu3axf79+ylfvjxms5nhw4cD8NJLL2VzZPKwa9y4MY0bN850/eXLl7NmzRqOHTtG/vz5gVu3Fdxp1qxZVs+//fZb5s+fz8qVK+nUqdN9xyzZR0m2iIiIiGRaUsnGGJVfxXRy861BzvIUvnWJeBZP2+UoY8eO5dChQ7i5uREaGsq6des0l7M43OLFi6latSqffvopM2fOxNPTk+bNmzNs2DBy5cqVapv4+HiSkpIsSbnkXEqyRURERMQ+Ts5Q/NnsjsJuVapUYdu2bZbLxe+83FzEkY4dO8b69evx8PBg4cKFXLhwgR49enDx4kWmTZuWapv+/ftTpEgRwsLC0uw3ISHBasT227cOyMNFRxYREREREREHSklJwWQyMWvWLKpXr86LL77I2LFjmTFjBjdu3LCpP3LkSObMmcPChQutBuK724gRI/Dx8bE8AgICsnI15B4pyRYREREREXEgf39/ihYtio+Pj6WsXLlyGIbBqVOnrOqOHj2akSNH8vvvv1OxYsV0+x04cCBXr161PE6ePJkl8cv9UZItIiIi8hhJbdRtkQftUd8Pn376aU6fPk1cXJyl7PDhwzg5OfHEE09Yyj799FOGDRvG8uXLqVq1aob9uru74+3tbfWQh4+SbBEREZHHgKurKwCJiYnZHInIP/vh7f3yYRcXF0dERAQREREAREZGEhERQVRUFHDrDPOdI4K3b9+eAgUK0LVrV/bv38/atWt577336Natm2Xgs1GjRjFo0CCmTp1KUFAQMTExxMTEWCXmkjNp4DMRERGRx4CzszPe3t6cP38eDw8P8uTJg8lksquPlJQUEhMTuXnz5j0PGna/fah9zn4PDMMgLi6OCxcuUKhQIZydc8ao9Nu3b6devXqW5+Hh4QB07tyZ6dOnc+bMGUvCDZAnTx5WrFjBO++8Q9WqVSlQoACtW7e2TBsHMHnyZBITE3n11VetXmvw4ME2859LzqIkW0REROQx4evry+HDh3F3d+fChQt2tzcMgxs3bpArVy67E3RH9aH2j8Z7cPnyZUJCQuxum13q1q2b7iXu06dPtykrW7YsK1asSLPN8ePHHRCZPIyUZIuIiIg8JkwmE9euXaN27dr31D4pKYm1a9fy3HPP3fNlvvfbh9rn/PcA4MiRI/f8JYHIw05JtoiIiMhjxtnZ+Z6SI2dnZ5KTk/Hw8Ljn5Op++1D7nP8eJCUl2d1GJCfRwGciIiIiIiIiDqIkW0RERERERMRBlGSLiIiIiIiIOIiSbBEREREREREHUZItIiIiIiIi4iA5Lsn+4osvCAoKwsPDgxo1arB169Y06+7bt49XXnmFoKAgTCYT48ePt6kzZMgQTCaT1aNs2bJZuAYiIiIiIiLyqMpRSfZPP/1EeHg4gwcPZufOnVSqVImGDRty7ty5VOvHx8cTHBzMyJEj8fPzS7PfkJAQzpw5Y3msX78+q1ZBREREREREHmE5KskeO3Ys3bt3p2vXrpQvX54pU6aQO3dupk6dmmr9atWq8dlnn9G2bVvc3d3T7NfFxQU/Pz/Lo2DBglm1CiIiIiIiIvIIc1iSffbsWf7zn/84qjsbiYmJ7Nixg7CwMEuZk5MTYWFhbNq06b76PnLkCEWKFCE4OJgOHToQFRV1v+GKiIiIiIjIY8hhSXZMTAxDhw51VHc2Lly4gNlspnDhwlblhQsXJiYm5p77rVGjBtOnT2f58uVMnjyZyMhInn32Wa5du5Zmm4SEBGJjY60eIiIiIiIiIi6Zrbhnz550lx86dOi+g8kOjRs3tvxesWJFatSoQWBgID///DOvvfZaqm1GjBiRpV8oiIiIiIiISM6U6SS7cuXKmEwmDMOwWXa73GQyOTS4OxUsWBBnZ2fOnj1rVX727Nl0BzWzV968eSldujR///13mnUGDhxIeHi45XlsbCwBAQEOi0FERERERERypkxfLp4/f36++eYbIiMjbR7Hjh1jyZIlWRknbm5uhIaGsnLlSktZSkoKK1eupFatWg57nbi4OI4ePYq/v3+addzd3fH29rZ6iIiIiIiIiGT6THZoaCinT58mMDAw1eVXrlxJ9Sy3I4WHh9O5c2eqVq1K9erVGT9+PNevX6dr164AdOrUiaJFizJixAjg1mBp+/fvt/weHR1NREQEefLkoWTJkgD069ePZs2aERgYyOnTpxk8eDDOzs60a9cuS9dFREREREREHj2ZTrL//e9/c/369TSXFytWjGnTpjkkqLS0adOG8+fP89FHHxETE0PlypVZvny5ZTC0qKgonJz+OTl/+vRpqlSpYnk+evRoRo8eTZ06dVi9ejUAp06dol27dly8eJFChQrxzDPPsHnzZgoVKpSl6yIiIiIiIiKPnkwn2S1btkx3eb58+ejcufN9B5SRnj170rNnz1SX3U6cbwsKCsrw7PqcOXMcFZqIiIiIiIg85hw2hZeIiIiIiIjI405JtoiIiIiIiIiDKMkWERERERERcRAl2SIiIiIiIiIOYneSnZSUlOayCxcu3FcwIiIiIiIiIjmZ3Ul227ZtUx2x++zZs9StW9cRMYmIiIiIiIjkSHYn2VFRUbz++utWZTExMdStW5eyZcs6LDARERERERGRnMbuJHvp0qVs3LiR8PBwAE6fPk2dOnWoUKECP//8s8MDFBEREREREckpXOxtUKhQIX7//XeeeeYZAJYsWcJTTz3FrFmzcHLSOGoiIiIiIiLy+LI7yQYICAhgxYoVPPvsszRo0ICZM2diMpkcHZuIiIiIiIhIjpKpJDtfvnypJtHx8fH8+uuvFChQwFJ26dIlx0UnIiIiIiIikoNkKskeP358FochIiIiIiIikvNlKsnu3LlzVschIiIiIiIikuPd0z3Zt928eZPExESrMm9v7/sKSERERERERCSnsns48OvXr9OzZ098fX3x9PQkX758Vg8RERERERGRx5XdSfb777/Pn3/+yeTJk3F3d+fbb79l6NChFClShO+//z4rYhQRERERERHJEey+XPzXX3/l+++/p27dunTt2pVnn32WkiVLEhgYyKxZs+jQoUNWxCkiIiIiIiLy0LP7TPalS5cIDg4Gbt1/fXvKrmeeeYa1a9c6NjoRERERERGRHMTuJDs4OJjIyEgAypYty88//wzcOsOdN29ehwYnIiIiIiIikpPYnWR37dqV3bt3AzBgwAC++OILPDw86NOnD++9957DAxQRERERERHJKey+J7tPnz6W38PCwjh48CA7duygZMmSVKxY0aHBiYiIiIiIiOQk9zVPNkBgYCCBgYGOiEVEREREREQkR7unJHvbtm2sWrWKc+fOkZKSYrVs7NixDglMREREREREJKexO8n+5JNP+PDDDylTpgyFCxfGZDJZlt35u4iIiIiIiMjjxu4ke8KECUydOpUuXbpkQTgiIiIiIiIiOZfdo4s7OTnx9NNPZ0UsIiIiIiIiIjma3Ul2nz59+OKLL7IiFhEREREREZEcze7Lxfv160eTJk0oUaIE5cuXx9XV1Wr5ggULHBaciIiIiIiISE5id5Ldq1cvVq1aRb169ShQoIAGOxMRERERERH5H7svF58xYwbz589n2bJlTJ8+nWnTplk9REREREREHiVr166lWbNmFClSBJPJxKJFizJsk5CQwAcffEBgYCDu7u4EBQUxdepUqzpz586lbNmyeHh4UKFCBZYuXZpFayAPkt1Jdv78+SlRokRWxCIiIiIiIvLQuX79OpUqVbJrbKrWrVuzcuVKvvvuOw4dOsSPP/5ImTJlLMs3btxIu3bteO2119i1axctWrSgRYsW/PXXX1mxCvIA2X25+JAhQxg8eDDTpk0jd+7cWRGTiIiIiIjIQ6Nx48Y0btw40/WXL1/OmjVrOHbsGPnz5wcgKCjIqs6ECRNo1KgR7733HgDDhg1jxYoVTJo0iSlTpjgsdnnw7E6yJ06cyNGjRylcuDBBQUE2A5/t3LnTYcGJiIiIiIjkNIsXL6Zq1ap8+umnzJw5E09PT5o3b86wYcPIlSsXAJs2bSI8PNyqXcOGDTN1Kbo83OxOslu0aJEFYYiIiIiIiDwajh07xvr16/Hw8GDhwoVcuHCBHj16cPHiRcs4VjExMRQuXNiqXeHChYmJiUmz34SEBBISEizPY2Njs2YF5L7YnWQPHjw4K+IQERERERF5JKSkpGAymZg1axY+Pj4AjB07lldffZUvv/zScjbbXiNGjGDo0KGODFWygN0Dn4mIiIiIiEja/P39KVq0qCXBBihXrhyGYXDq1CkA/Pz8OHv2rFW7s2fP4ufnl2a/AwcO5OrVq5bHyZMns2YF5L7YnWSbzWZGjx5N9erV8fPzI3/+/FYPERERERGRx9nTTz/N6dOniYuLs5QdPnwYJycnnnjiCQBq1arFypUrrdqtWLGCWrVqpdmvu7s73t7eVg95+NidZA8dOpSxY8fSpk0brl69Snh4OC+//DJOTk4MGTIkC0IUERERERHJPnFxcURERBAREQFAZGQkERERREVFAbfOMHfq1MlSv3379hQoUICuXbuyf/9+1q5dy3vvvUe3bt0sl4r37t2b5cuXM2bMGA4ePMiQIUPYvn07PXv2fODrJ45ld5I9a9YsvvnmG/r27YuLiwvt2rXj22+/5aOPPmLz5s1ZEaOIiIiIiEi22b59O1WqVKFKlSoAhIeHU6VKFT766CMAzpw5Y0m4AfLkycOKFSu4cuUKVatWpUOHDjRr1oyJEyda6tSuXZvZs2fz9ddfU6lSJebNm8eiRYt48sknH+zKicPZPfBZTEwMFSpUAG7tPFevXgWgadOmDBo0yLHRiYiIiIiIZLO6detiGEaay6dPn25TVrZsWVasWJFuv61ataJVq1b3G548ZOw+k/3EE09w5swZAEqUKMHvv/8OwLZt23B3d3dsdCIiIiIiIiI5iN1JdsuWLS036L/zzjsMGjSIUqVK0alTJ7p16+bwAEVERERERERyCrsvFx85cqTl9zZt2hAYGMjGjRspVaoUzZo1c2hwIiIiIiIiIjmJ3Un2X3/9ZXUzfs2aNalZsyYAixYtokWLFg4LTkRERERERCQnsfty8YYNGxIZGWlTPn/+fDp06OCQoERERERERERyIruT7Ndff52wsDBiYmIsZT/99BOdOnVKdVQ9ERERERERkceF3ZeLDx06lEuXLhEWFsbatWtZvnw5r7/+OjNnzuSVV17JihhFREREREREcgS7k2yAzz//nA4dOlCzZk2io6P58ccfeemllxwdm4iIiIiIiEiOkqkke/HixTZlL7/8MuvWraNdu3aYTCZLnebNmzs2QhEREREREZEcIlNJdnojhk+dOpWpU6cCYDKZMJvNDglMREREREREJKfJVJKdkpKS1XGIiIiIiIiI5Hh2jy4uIiIiIiIiIqm7pyR7zZo1NGvWjJIlS1KyZEmaN2/OunXrHB2biIiIiIiISI5id5L9ww8/EBYWRu7cuenVqxe9evUiV65cPP/888yePTsrYhQRERERERHJEeyewuvjjz/m008/pU+fPpayXr16MXbsWIYNG0b79u0dGqCIiIiIiIhITmH3mexjx47RrFkzm/LmzZsTGRnpkKBEREREREREciK7k+yAgABWrlxpU/7HH38QEBDgkKBEREREREREciK7Lxfv27cvvXr1IiIigtq1awOwYcMGpk+fzoQJExweoIiIiIiIiEhOYXeS/dZbb+Hn58eYMWP4+eefAShXrhw//fQTL730ksMDFBEREREREckp7E6yAVq2bEnLli0dHYuIiIiIiIhIjmb3PdnBwcFcvHjRpvzKlSsEBwc7JCgRERERERGRnMjuJPv48eOYzWab8oSEBKKjox0SlIiIiIiIiEhOlOnLxRcvXmz5/bfffsPHx8fy3Gw2s3LlSoKCghwanIiIiIiIiEhOkukku0WLFgCYTCY6d+5stczV1ZWgoCDGjBnj0OBEREREREREcpJMJ9kpKSkAFC9enG3btlGwYMEsC0pEREREREQkJ7J7dPHIyMisiENEREREREQkx7N74DMRERERERERSZ2SbBEREREREREHUZItIiIiIiIi4iBKskVEREREREQc5J6S7KNHj/Lhhx/Srl07zp07B8CyZcvYt2+fQ4MTERERERERyUnsTrLXrFlDhQoV2LJlCwsWLCAuLg6A3bt3M3jwYIcHKCIiIiIiIpJT2J1kDxgwgOHDh7NixQrc3Nws5fXr12fz5s0ODS41X3zxBUFBQXh4eFCjRg22bt2aZt19+/bxyiuvEBQUhMlkYvz48ffdp4iIiNgv9mYSJy7Fk2JkdyQiIiJZy+4ke+/evbRs2dKm3NfXlwsXLjgkqLT89NNPhIeHM3jwYHbu3EmlSpVo2LCh5ZL1u8XHxxMcHMzIkSPx8/NzSJ8iIiKSeTeTzLw/bzdVh/1B2Lj1DN3pzC8Rp7M7LBERkSxjd5KdN29ezpw5Y1O+a9cuihYt6pCg0jJ27Fi6d+9O165dKV++PFOmTCF37txMnTo11frVqlXjs88+o23btri7uzukTxEREcm8wb/s4+ftp0g0pwBwJdHEewv+Ysuxi9kcmYhkh11Rl+nz8x7G7XXmP0sOcPJSfHaHJOJwdifZbdu2pX///sTExGAymUhJSWHDhg3069ePTp06ZUWMACQmJrJjxw7CwsIsZU5OToSFhbFp06YH2mdCQgKxsbFWDxEREbF29UYSC3dF25QbBny/+UQ2RCQi2emP/Wd5dcomluyN4XiciZlbTtJs0noiL1zP7tBEHMruJPuTTz6hbNmyBAQEEBcXR/ny5XnuueeoXbs2H374YVbECMCFCxcwm80ULlzYqrxw4cLExMQ80D5HjBiBj4+P5REQEHBPry8iIvIou3w90XIG+27nYm8+4GhEJLt9+ttBzHcNzHAlPonJq//OpohEsobdSbabmxvffPMNR48eZcmSJfzwww8cPHiQmTNn4uzsnBUxPnQGDhzI1atXLY+TJ09md0giIiIPnYD8ufHz9kh1WWhg/gccjYhkp9ibSRw+G5fqsu0nLj/gaESylsu9NixWrBjFihVzZCzpKliwIM7Ozpw9e9aq/OzZs2kOapZVfbq7u6d5j7eIiIjc4uxkon/jMoT/vBvjjpNX/j4edHsmKNviEpEHL7erM94eLsTeTLZZltaXcSI5ld1Jdnh4eKrlJpMJDw8PSpYsyUsvvUT+/I79htrNzY3Q0FBWrlxJixYtAEhJSWHlypX07NnzoelTRERE/tGyyhP4++Ri5qYTxFy9Qd7kSwzrWANfL32oFnmcuDg70aFmIJNXH7VZ1rl20IMPSCQL2Z1k79q1i507d2I2mylTpgwAhw8fxtnZmbJly/Lll1/St29f1q9fT/ny5R0abHh4OJ07d6Zq1apUr16d8ePHc/36dbp27QpAp06dKFq0KCNGjABuDWy2f/9+y+/R0dFERESQJ08eSpYsmak+RURE5P7UDC5AzeACJCUlsXTpUgp56WowkcdR3walSUpOYfbWKOITzRTK40bvsNI0DLm3q1JFHlZ2J9m3z1JPmzYNb29vAK5evcrrr7/OM888Q/fu3Wnfvj19+vTht99+c2iwbdq04fz583z00UfExMRQuXJlli9fbhm4LCoqCienf24zP336NFWqVLE8Hz16NKNHj6ZOnTqsXr06U32KiIiIiMj9c3F24sOm5XmnXnHmL/mdti+FkdtDX7rJo8fuJPuzzz5jxYoVlgQbwMfHhyFDhvDCCy/Qu3dvPvroI1544QWHBnpbz54907yU+3bifFtQUBCGYaRaN7N9ioiIiIiI4+R2c6GAB7g62z0Gs0iOYPeeffXqVc6dO2dTfv78ect80Xnz5iUxMfH+oxMRERERERHJQexOsl966SW6devGwoULOXXqFKdOnWLhwoW89tprlsHDtm7dSunSpR0dq4iIiIiIiMhDze7Lxb/66iv69OlD27ZtSU6+NQS/i4sLnTt3Zty4cQCULVuWb7/91rGRioiIiIiIiDzk7EqyzWYzO3fu5NNPP2XcuHEcO3YMgODgYPLkyWOpV7lyZYcGKSIiIiIiIpIT2HW5uLOzMy+88AJXrlwhT548VKxYkYoVK1ol2CIiIiIiIo+StWvX0qxZM4oUKYLJZGLRokXp1l+9ejUmk8nmERMTY6ljNpsZNGgQxYsXJ1euXJQoUYJhw4ZlauBmebjZfbn4k08+ybFjxyhevHhWxCMiIiIiIvJQuX79OpUqVaJbt268/PLLmW536NAhq1mZfH19Lb+PGjWKyZMnM2PGDEJCQti+fTtdu3bFx8eHXr16OTR+ebDsTrKHDx9Ov379GDZsGKGhoXh6elotv3MnEhERERERyekaN25M48aN7W7n6+tL3rx5U122ceNGXnrpJZo0aQLcmn74xx9/ZOvWrfcTqjwE7B5d/MUXX2T37t00b96cJ554gnz58pEvXz7y5s1Lvnz5siJGERERERGRHKdy5cr4+/vToEEDNmzYYLWsdu3arFy5ksOHDwOwe/du1q9ff0/JvDxc7D6TvWrVqqyIQ0RERERE5JHg7+/PlClTqFq1KgkJCXz77bfUrVuXLVu28NRTTwEwYMAAYmNjKVu2LM7OzpjNZj7++GM6dOiQZr8JCQkkJCRYnsfGxmb5uoj97E6y69SpkxVxiIiIiIiIPBLKlClDmTJlLM9r167N0aNHGTduHDNnzgTg559/ZtasWcyePZuQkBAiIiJ49913KVKkCJ07d0613xEjRjB06NAHsg5y7+xOsm+Lj48nKiqKxMREq/KKFSved1AiIiIiIiKPkurVq7N+/XrL8/fee48BAwbQtm1bACpUqMCJEycYMWJEmkn2wIEDCQ8PtzyPjY0lICAgawMXu9mdZJ8/f56uXbuybNmyVJebzeb7DkpERERERORREhERgb+/v+V5fHw8Tk7WQ2Q5OzuTkpKSZh/u7u64u7tnWYziGHYn2e+++y5Xrlxhy5Yt1K1bl4ULF3L27FmGDx/OmDFjsiJGERERERGRbBMXF8fff/9teR4ZGUlERAT58+enWLFiDBw4kOjoaL7//nsAxo8fT/HixQkJCeHmzZt8++23/Pnnn/z++++WPpo1a8bHH39MsWLFCAkJYdeuXYwdO5Zu3bo98PUTx7I7yf7zzz/55ZdfqFq1Kk5OTgQGBtKgQQO8vb0ZMWKEZQh6ERERERGRR8H27dupV6+e5fntS7Y7d+7M9OnTOXPmDFFRUZbliYmJ9O3bl+joaHLnzk3FihX5448/rPr4/PPPGTRoED169ODcuXMUKVKEN998k48++ujBrZhkCbuT7OvXr1smUc+XLx/nz5+ndOnSVKhQgZ07dzo8QBERERERkexUt25dDMNIc/n06dOtnr///vu8//776fbp5eXF+PHjGT9+vAMilIeJ3fNklylThkOHDgFQqVIlvvrqK6Kjo5kyZYrVPQYiIiIiIiIijxu7z2T37t2bM2fOADB48GAaNWrErFmzcHNzs/kGR0RERERERORxYneS3bFjR8vvoaGhnDhxgoMHD1KsWDEKFizo0OBEREREREREcpJ7nif7tty5c/PUU085IhYRERERERGRHC1TSfadE55nZOzYsfccjIiIiIiIiEhOlqkke9euXZnqzGQy3VcwIiIiIiIiIjlZppLsVatWZXUcIiIiIiIiIjme3VN4iYiIiIiIiEjqlGSLiIiIiIiIOIiSbBEREREREREHUZItIiIiIiIi4iBKskVEREREREQcJFOji9/t6NGjjB8/ngMHDgBQvnx5evfuTYkSJRwanIiIiIiIiEhOYveZ7N9++43y5cuzdetWKlasSMWKFdmyZQshISGsWLEiK2IUERERERERyRHsPpM9YMAA+vTpw8iRI23K+/fvT4MGDRwWnIiIiIiIiEhOYveZ7AMHDvDaa6/ZlHfr1o39+/c7JCgRERERERGRnMjuJLtQoUJERETYlEdERODr6+uImERERERERERyJLsvF+/evTtvvPEGx44do3bt2gBs2LCBUaNGER4e7vAARURERERERHIKu5PsQYMG4eXlxZgxYxg4cCAARYoUYciQIfTq1cvhAYqIiIiIiIjkFHYn2SaTiT59+tCnTx+uXbsGgJeXl8MDExEREREREclp7L4nu379+ly5cgW4lVzfTrBjY2OpX7++Q4MTERERERERyUnsTrJXr15NYmKiTfnNmzdZt26dQ4ISERERERG5X8nJyfzxxx989dVXlqtwT58+TVxcXDZHJo+yTF8uvmfPHsvv+/fvJyYmxvLcbDazfPlyihYt6tjoRERERERE7sGJEydo1KgRUVFRJCQk0KBBA7y8vBg1ahQJCQlMmTIlu0OUR1Smk+zKlStjMpkwmUypXhaeK1cuPv/8c4cGJyIiIiIici969+5N1apV2b17NwUKFLCUt2zZku7du2djZPKoy3SSHRkZiWEYBAcHs3XrVgoVKmRZ5ubmhq+vL87OzlkSpIiIiIiIiD3WrVvHxo0bcXNzsyoPCgoiOjo6m6KSx0Gmk+zAwEAAUlJSsiwYERERERERR0hJScFsNtuUnzp1SrMjSZaye+AzERERERGRh90LL7zA+PHjLc9NJhNxcXEMHjyYF198MfsCk0ee3fNki4iIiIiIPOzGjBlDw4YNKV++PDdv3qR9+/YcOXKEggUL8uOPP2Z3ePIIU5ItIiIiIiKPnCeeeILdu3czZ84c9uzZQ1xcHK+99hodOnQgV65c2R2ePMKUZIuIiIiIyCPJxcWFjh07ZncY8pi5pyT7ypUrzJs3j6NHj/Lee++RP39+du7cSeHChTVXtoiIiIiIZLvvv/8+3eWdOnV6QJHI48buJHvPnj2EhYXh4+PD8ePH6d69O/nz52fBggVERUVluDOLiIiIiIhktd69e1s9T0pKIj4+Hjc3N3Lnzq0kW7KM3aOLh4eH06VLF44cOYKHh4el/MUXX2Tt2rUODU5EREREROReXL582eoRFxfHoUOHeOaZZzTwmWQpu5Psbdu28eabb9qUFy1alJiYGIcEJSIiIiIi4milSpVi5MiRNme5RRzJ7iTb3d2d2NhYm/LDhw9TqFAhhwQlIiIiIiKSFVxcXDh9+nR2hyGPMLvvyW7evDn/+c9/+Pnnn4Fbk7pHRUXRv39/XnnlFYcHKCIiIiIiYq/FixdbPTcMgzNnzjBp0iSefvrpbIpKHgd2J9ljxozh1VdfxdfXlxs3blCnTh1iYmKoVasWH3/8cVbEKCIiIiIiYpcWLVpYPTeZTBQqVIj69eszZsyY7AlKHgt2J9k+Pj6sWLGCDRs2sHv3buLi4njqqacICwvLivhERERERETslpKSkt0hyGPqnubJBnj66ad1mYWIiIiIiIjIHexOsnv16kXJkiXp1auXVfmkSZP4+++/GT9+vKNiExERERERybTw8PBM1x07dmwWRiKPM7uT7Pnz59sMIgBQu3ZtRo4cqSRbRERERESyxa5duzJVz2QyZXEk8jizO8m+ePEiPj4+NuXe3t5cuHDBIUGJiIiIiIjYa9WqVdkdgoj982SXLFmS5cuX25QvW7aM4OBghwQlIiIiIiIikhPZfSY7PDycnj17cv78eerXrw/AypUrGTNmjC4VFxERERGRh8b27dv5+eefiYqKIjEx0WrZggULsikqedTZnWR369aNhIQEPv74Y4YNGwZAUFAQkydPplOnTg4PUERERERExF5z5syhU6dONGzYkN9//50XXniBw4cPc/bsWVq2bJnd4ckj7J6m8Hrrrbd46623OH/+PLly5SJPnjyOjktEREREROSeffLJJ4wbN463334bLy8vJkyYQPHixXnzzTfx9/fP7vDkEWb3Pdl3KlSokBJsERERERF56Bw9epQmTZoA4ObmxvXr1zGZTPTp04evv/46m6OTR5ndSfbZs2f517/+RZEiRXBxccHZ2dnqISIiIiIikt3y5cvHtWvXAChatCh//fUXAFeuXCE+Pt6uvtauXUuzZs0oUqQIJpOJRYsWpVt/9erVmEwmm0dMTIxVvejoaDp27EiBAgXIlSsXFSpUYPv27XbFJg8fuy8X79KlC1FRUQwaNAh/f3/NMSciIiIiIg+Nv/76iyeffJLnnnuOFStWUKFCBVq1akXv3r35888/WbFiBc8//7xdfV6/fp1KlSrRrVs3Xn755Uy3O3ToEN7e3pbnvr6+lt8vX77M008/Tb169Vi2bBmFChXiyJEj5MuXz67Y5OFjd5K9fv161q1bR+XKlbMgHBERERERkXtXsWJFqlWrRosWLWjVqhUAH3zwAa6urmzcuJFXXnmFDz/80K4+GzduTOPGje2OxdfXl7x586a6bNSoUQQEBDBt2jRLWfHixe1+DXn42H25eEBAAIZhZEUsIvKwunmVXIkXsjsKERERkQytWbOGkJAQRowYQbly5ejcuTMbNmxgwIABLF68mDFjxjyws8WVK1fG39+fBg0asGHDBqtlixcvpmrVqrRq1QpfX1+qVKnCN99880Dikqxld5I9fvx4BgwYwPHjx7MgHBF5qNy4AnO74jKuDC/sC8dlSk048kd2RyUiIiKSpmeffZapU6dy5swZPv/8c44fP06dOnUoXbo0o0aNsrkvOiv4+/szZcoU5s+fz/z58wkICKBu3brs3LnTUufYsWNMnjyZUqVK8dtvv/HWW2/Rq1cvZsyYkWa/CQkJxMbGWj3k4WN3kt2mTRtWr15NiRIl8PLyIn/+/FYPEXmELHgD9i3AlJIMgOni3zCnPZw/nM2BiYiIiKTP09OTrl27smbNGg4fPkyrVq344osvKFasGM2bN8/S1y5TpgxvvvkmoaGh1K5dm6lTp1K7dm3GjRtnqZOSksJTTz3FJ598QpUqVXjjjTfo3r07U6ZMSbPfESNG4OPjY3kEBARk6XrIvbH7nuzx48dnQRgi8tC5dAyO/GZbbk6AHdOh0ScPPCQRERGRe1GyZEn+7//+j8DAQAYOHMh///vfBx5D9erVWb9+veW5v78/5cuXt6pTrlw55s+fn2YfAwcOJDw83PI8NjZWifZDyO4ku3PnzlkRh4g8bGLPpL3s2ukHF4eIiIjIfVi7di1Tp05l/vz5ODk50bp1a1577bUHHkdERAT+/v6W508//TSHDh2yqnP48GECAwPT7MPd3R13d/csi1Ecw+4kG25N7D5t2jSOHj3KhAkT8PX1ZdmyZRQrVoyQkBBHxygi2cGvArh6QtJ122UBNR58PCIiIiKZdPr0aaZPn8706dP5+++/qV27NhMnTqR169Z4enra3V9cXBx///235XlkZCQRERHkz5+fYsWKMXDgQKKjo/n++++BW1f/Fi9enJCQEG7evMm3337Ln3/+ye+//27po0+fPtSuXZtPPvmE1q1bs3XrVr7++mu+/vrr+98Akq3svid7zZo1VKhQgS1btrBgwQLi4uIA2L17N4MHD3Z4gHf74osvCAoKwsPDgxo1arB169Z068+dO5eyZcvi4eFBhQoVWLp0qdXyLl262EwS36hRo6xcBZGcwcMb6rxnW16wDFTp+ODjEREREcmExo0bExgYyOeff07Lli05cOAA69evp2vXrveUYANs376dKlWqUKVKFQDCw8OpUqUKH330EQBnzpwhKirKUj8xMZG+fftSoUIF6tSpw+7du/njjz+s5ueuVq0aCxcu5Mcff+TJJ59k2LBhjB8/ng4dOtzH2svDwO4z2QMGDGD48OGEh4fj5eVlKa9fvz6TJk1yaHB3++mnnwgPD2fKlCnUqFGD8ePH07BhQw4dOmQ1sfttGzdupF27dowYMYKmTZsye/ZsWrRowc6dO3nyySct9Ro1amQ1P50uwRD5n2f6QMHSpGyfxpUzkfg81RLn2m+Du1fGbUVERESygaurK/PmzaNp06Y4Ozs7pM+6deumO43x9OnTrZ6///77vP/++xn227RpU5o2bXq/4clDxu4z2Xv37qVly5Y25b6+vly4kLXz6I4dO5bu3bvTtWtXypcvz5QpU8idOzdTp05Ntf6ECRNo1KgR7733HuXKlWPYsGE89dRTNl8GuLu74+fnZ3k8qHnzRHKEsk0wt/mRdaU/IuW5/pBLfx8iIiLy8Fq8eDEvvfSSwxJsEXvZnWTnzZuXM2dsB0TatWsXRYsWdUhQqUlMTGTHjh2EhYVZypycnAgLC2PTpk2pttm0aZNVfYCGDRva1F+9ejW+vr6UKVOGt956i4sXLzp+BUREREREROSRZ3eS3bZtW/r3709MTAwmk4mUlBQ2bNhAv3796NSpU1bECMCFCxcwm80ULlzYqrxw4cJpTigfExOTYf1GjRrx/fffs3LlSkaNGsWaNWto3LgxZrM5zVg0CbyIiIiIiIikxu57sj/55BPefvttAgICMJvNlC9fHrPZTPv27fnwww+zIsYs1bZtW8vvFSpUoGLFipQoUYLVq1dbDUxwpxEjRjB06NAHFaKIiIiIiIjkEHadyTYMg5iYGCZOnMixY8dYsmQJP/zwAwcPHmTmzJlZet9DwYIFcXZ25uzZs1blZ8+exc/PL9U2fn5+dtUHCA4OpmDBglZD9N9t4MCBXL161fI4efKkHWsiIiIiIiIijyq7k+ySJUty6tQpAgICePHFF2ndujWlSpXKqvgs3NzcCA0NZeXKlZaylJQUVq5cSa1atVJtU6tWLav6ACtWrEizPsCpU6e4ePGi1UTxd3N3d8fb29vqISIiIiIiImJXku3k5ESpUqWybWCw8PBwvvnmG2bMmMGBAwd46623uH79Ol27dgWgU6dODBw40FK/d+/eLF++nDFjxnDw4EGGDBnC9u3b6dmzJ3BrUvn33nuPzZs3c/z4cVauXMlLL71EyZIladiwYbaso4iIiIiIiORcdg98NnLkSN577z3++uuvrIgnXW3atGH06NF89NFHVK5cmYiICJYvX24Z3CwqKspq5PPatWsze/Zsvv76aypVqsS8efNYtGiRZY5sZ2dn9uzZQ/PmzSldujSvvfYaoaGhrFu3TnNli4iIiIiIiN3sHvisU6dOxMfHU6lSJdzc3MiVK5fV8kuXLjksuNT07NnTcib6bqtXr7Ypa9WqFa1atUq1fq5cufjtt98cGZ6IiIiIiIg8xuxOssePH58FYYiIiIiIiIjkfHYn2Z07d86KOERERERERERyPLvvyQY4evQoH374Ie3atePcuXMALFu2jH379jk0OBEREREREZGcxO4ke82aNVSoUIEtW7awYMEC4uLiANi9ezeDBw92eIAiIiIiIiIiOYXdSfaAAQMYPnw4K1aswM3NzVJev359Nm/e7NDgRERERERERHISu5PsvXv30rJlS5tyX19fLly44JCgRERERERERHIiu5PsvHnzWs1FfduuXbsoWrSoQ4ISERERERERyYnsTrLbtm1L//79iYmJwWQykZKSwoYNG+jXrx+dOnXKihhFREREREREcgS7k+xPPvmEsmXLEhAQQFxcHOXLl+e5556jdu3afPjhh1kRo4iIiIiIiEiOkKl5smNjY/H29gbAzc2Nb775ho8++oi9e/cSFxdHlSpVKFWqVJYGKiIiIiIiIvKwy1SSnS9fPs6cOYOvry/169dnwYIFBAQEEBAQkNXxiYiIiIiIiOQYmbpcPE+ePFy8eBGA1atXk5SUlKVBiYiIiIiIiOREmTqTHRYWRr169ShXrhwALVu2tJoj+05//vmn46ITERERERERyUEylWT/8MMPzJgxg6NHj7JmzRpCQkLInTt3VscmIiIiIiIikqNkKslOSkri3//+NwDbt29n1KhR5M2bNyvjEhEREREREclxMnVPdr58+Th37hwAJpMpSwMSERERERERyansHvhszZo1GvhMREREREREJBV2D3xmGIYGPhMRERERERFJhQY+ExGRR1fsaVgzCv5eiYu7N8GulcFolN1RiYiIyCMsU0l2rly5NPCZiIjkLDeuwHcN4WoUACagAvsw/+YOzcZla2giIiLy6MrUPdl3WrVqlRJsERF5+O36wZJg38lp1/cQeyYbAhIREZHHQabOZIeHhzNs2DA8PT0JDw9Pt+7YsWMdEpiIiMh9idmbarEpJRnO7Qdv/wcckIiIiDwOMpVk79q1yzKi+K5du9Ksp+m9RETkoZE/ONViAxOm/MUfcDAiIiLyuMhUkr1q1apUfxcREXlohXaGzV/CzStWxUbZppjSSMBFRERE7pfd92SLiIjkCF5+0PlXCK4HmDDc8nC00AuYm3+R3ZGJiIjIIyxTZ7JffvnlTHe4YMGCew5GRETEofwrQqdFYE4m2ZzCX8uWUcxVU1CKiIhI1snUmWwfHx/Lw9vbm5UrV7J9+3bL8h07drBy5Up8fHyyLFAREZF75uwCGjdEREREHoBMncmeNm2a5ff+/fvTunVrpkyZgrOzMwBms5kePXrg7e2dNVGKiIiIiIiI5AB235M9depU+vXrZ0mwAZydnQkPD2fq1KkODU5EREREREQkJ7E7yU5OTubgwYM25QcPHiQlJcUhQYmIiIiIiIjkRJm6XPxOXbt25bXXXuPo0aNUr14dgC1btjBy5Ei6du3q8ABFREREREREcgq7k+zRo0fj5+fHmDFjOHPmDAD+/v6899579O3b1+EBioiIiIiIiOQUdifZTk5OvP/++7z//vvExsYCaMAzEREREREREe4hyb6TkmsRERERERGRf9g98JmIiIiIiIiIpE5JtoiIiIiIiIiDKMkWERERERERcRAl2SIiIiIiIiIOkqmBzyZOnJjpDnv16nXPwYiIiIiIiIjkZJlKsseNG2f1/Pz588THx5M3b14Arly5Qu7cufH19VWSLSIiIiIij5S1a9fy2WefsWPHDs6cOcPChQtp0aJFmvVXr15NvXr1bMrPnDmDn5+fTfnIkSMZOHAgvXv3Zvz48Q6MXLJDppLsyMhIy++zZ8/myy+/5LvvvqNMmTIAHDp0iO7du/Pmm29mTZRyT05eimftkfN4ujqRZM7uaEREREREcqbr169TqVIlunXrxssvv5zpdocOHbKa9tjX19emzrZt2/jqq6+oWLGiQ2KV7Gf3PNmDBg1i3rx5lgQboEyZMowbN45XX32VDh06ODRAuTdjfz/EpFV/k2Lceu7p4kxg5StUDy6UvYGJiIiIiOQwjRs3pnHjxna38/X1tVz9m5q4uDg6dOjAN998w/Dhw+8jQnmY2D3w2ZkzZ0hOTrYpN5vNnD171iFByf3ZdPQiE//8J8EGuJ5sos/Pe0i5s1BERERERLJM5cqV8ff3p0GDBmzYsMFm+dtvv02TJk0ICwvLVH8JCQnExsZaPeThY3eS/fzzz/Pmm2+yc+dOS9mOHTt46623Mr1zSNb6dc/pVMujr9xkZ9TlBxyNiIiIiMjjxd/fnylTpjB//nzmz59PQEAAdevWtcqh5syZw86dOxkxYkSm+x0xYgQ+Pj6WR0BAQFaEL/fJ7svFp06dSufOnalatSqurq4AJCcn07BhQ7799luHByj2M5vTPludrDPZIiIiIiJZqkyZMla319auXZujR48ybtw4Zs6cycmTJ+nduzcrVqzAw8Mj0/0OHDiQ8PBwy/PY2Fgl2g8hu5PsQoUKsXTpUg4fPszBgwcBKFu2LKVLl3Z4cHJvGj3px0/bT9qUF8rjRmhgvmyISERERETk8Va9enXWr18P3LoS+Ny5czz11FOW5WazmbVr1zJp0iQSEhJwdna26cPd3R13d/cHFrPcG7uT7NuCgoIwDIMSJUrg4nLP3UgWqFfWl3bVi/Hj1ihLmZuTwaiXn8TV2e47BERERERE5D5FRETg7+8P3LoFd+/evVbLu3btStmyZenfv3+qCbbkHHZnx/Hx8bzzzjvMmDEDgMOHDxMcHMw777xD0aJFGTBggMODFPuNeLkCbasFsPbweTzdnHA/+xfPliqY3WGJiIiIiOQ4cXFx/P3335bnkZGRREREkD9/fooVK8bAgQOJjo7m+++/B2D8+PEUL16ckJAQbt68ybfffsuff/7J77//DoCXlxdPPvmk1Wt4enpSoEABm3LJeew+rTlw4EB2797N6tWrre4fCAsL46effnJocHJ/KgXk5Z3nS/GvmsXI45rd0YiIiIiI5Ezbt2+nSpUqVKlSBYDw8HCqVKnCRx99BNyagSkq6p+rSBMTE+nbty8VKlSgTp067N69mz/++IPnn38+W+KXB8vuM9mLFi3ip59+ombNmphMJkt5SEgIR48edWhwIiIiIiIi2a1u3boYRtoDCE+fPt3q+fvvv8/7779v12usXr36HiKTh5HdZ7LPnz+Pr6+vTfn169etkm4RERERERGRx43dSXbVqlX573//a3l+O7H+9ttvqVWrluMiExEREREREclh7L5c/JNPPqFx48bs37+f5ORkJkyYwP79+9m4cSNr1qzJihhFREREREREcgS7z2Q/88wzREREkJycTIUKFfj999/x9fVl06ZNhIaGZkWMIiIiIiIiIjnCPU1wXaJECb755htHxyIiIiIiIiKSo9l9Jnvnzp1WE6f/8ssvtGjRgv/7v/8jMTHRocGJiIiIiIiI5CR2J9lvvvkmhw8fBuDYsWO0adOG3LlzM3fuXLuHqRcRERERERF5lNidZB8+fJjKlSsDMHfuXOrUqcPs2bOZPn068+fPd3R8IiIiIiIiIjmG3Um2YRikpKQA8Mcff/Diiy8CEBAQwIULFxwbnYiIiIiIiEgOck/zZA8fPpyZM2eyZs0amjRpAkBkZCSFCxd2eIAiIiIiIiIiOYXdSfb48ePZuXMnPXv25IMPPqBkyZIAzJs3j9q1azs8QBEREREREZGcwu4pvCpWrGg1uvhtn332Gc7Ozg4JSkRERERERCQnuqd5slPj4eHhqK5EREREREREcqRMJdn58+fn8OHDFCxYkHz58mEymdKse+nSJYcFJyIiIiIiIpKTZCrJHjduHF5eXsCte7JFRERERERExFamkuzOnTun+ruIiIiIiIiI/CNTSXZsbGymO/T29r7nYERERERERERyskwl2Xnz5k33PmwAwzAwmUyYzWaHBCYiIiIiIiKS02QqyV61alVWxyEiIiKpuXgUNoyHUztw9i5KQaoAL2Z3VCIiIpKGTCXZderUyeo4RERE5G4X/oZv68PNqwA4ndtHbVZg3lcCKrfJ5uBEREQkNfc8T3Z8fDxRUVEkJiZalVesWPG+gxIRERFgwzhLgn2bCQPnNSOgUmvI4FYuERERefDsTrLPnz9P165dWbZsWarLdU+2iIiIg0TvTLXYdDkS4i+BZ4EHHJCIiIhkxMneBu+++y5Xrlxhy5Yt5MqVi+XLlzNjxgxKlSrF4sWLsyJGK1988QVBQUF4eHhQo0YNtm7dmm79uXPnUrZsWTw8PKhQoQJLly61Wm4YBh999BH+/v7kypWLsLAwjhw5kpWrICIikjk+AakWGx4+4O71gIMRERGRzLD7TPaff/7JL7/8QtWqVXFyciIwMJAGDRrg7e3NiBEjaNKkSVbECcBPP/1EeHg4U6ZMoUaNGowfP56GDRty6NAhfH19bepv3LiRdu3aMWLECJo2bcrs2bNp0aIFO3fu5MknnwTg008/ZeLEicyYMYPixYszaNAgGjZsyP79+/Hw8Li/gJMTYctkXPbMpe7VKzjl+QuefRfcPDPX/uopzi4dgfnYGgKSPPk++hDVmr9BxSfyZj6G+Es4rRtLvQMLcD47Aaq0h9Bu4JTB9yvxl2DDeMyHfuP8DScOX6/Odyfy0jK0GJ1qBeHslP4liikpBrO2nGDezmiu30wi0NWJ2vFJFPJxzXTohzYtIWHdRPLeOEU+pwCOPJGf8qHPZro9wLlrN5m8+ihrD58n5aYz8X7RtKsRlPkODINtC8bifeBnKiRfY1v0Ukq/MpiChYtk2DQlxeDndXtw3fw5TyVsoYLJlYR8p3B95q2Mt///LN59mlmbT3D+WgL+zk5UvnKDwEKZ24Y3k8x8tz6SEztW8PLNBdQwTkL8PKgTDkWqZNjeMAx+3HqSuTtOcu1GEgEuTtS4nohf3sy/hykpBrO2RnF+w0zC4v9LNeMKSSkrca3fH3yKZq6TqC2wcSI3T+0j3/WC9D54Fp9StehRtwQB+XNn2PzAmViWL11EtdMzeSrlJFfOz6JQ4/5QNDTT67F07xki/pxLvctzubzvQzyDq+NZ/z3wLZtuuyvnT3No/jAKn1vHTSdPkjxrkWJuBJnfhLfWf8MEXC4copo5H6ZoPwiqYUcHt2zYuAZj3Tgq3TjI30e+IP/zfShcpXHmGp/aTtLaccRG7SHvTV8GHj1LueoN6FwrEBfnDPbli0dh/TjMJzZxOjkvG2Of5ZsT+WlRpShdagdl3B6IvZnEV2uOcnH3clrEz+f6oUF4l6iB0zN9oHD5zK0DEHsjiV+jnJj0+QZyu7nQskpR/pWJ4xkAB37FafNX1Dz1N3/um8mP7q2pXKkybzwXTG63tP+VJiSbmbr+OEv2nMbFfIP3vVdQ5/wyXE5/BhVegZpvg4tb2q9b402MI79jwrAqTnmqG87ptbvbuQMkrx3Dtb+34nvThyFHIgms3oyuTxfHNRPvwY4Tl/lm9WEqRM/hheRVJEUOx7XiS1C7F3hkYurOA7/C1q9xiT1NZYrC5fLgWyrz8e/8Hnb9gOn6JTyul6DdYYMUz0K0qhpA22oBmZoBZc1/Z+Oz51sKJJ+lgEtxrlQIpFBw5UyHEHszid9+mUXQ4RlUNp/h+Ok5BLcchLNfxvtg1MV4vlz9NxGRZ+lk+i/1bv6JS/QoCGkBtXqCW8bHMpJuwuYvuLljLk9evc7MfcvZF9iZ1+uXp5x/xu/BoROniVw8glKX11DecCKK/ZRo+h44Z+6j4I5Dx4lZOpLy1zZQHmdi3P4moOG74OScqfZcvwgbxmE+9Dvnbrpw4HoNvovKx6tVi9GxRiBOGf0dJt2AjZNg/y/cSEjm4rUKND2ciwpBhXmrbglKFMqTfvuUFNj+HbFbvif26lWuJldg8DUfujYIpVRh+76wMkXvoNqxibhM+Q8UKnvr76BY+sflC3EJTFl9lLj9v9M6aTG1jNM4JS6G5/pm+jh27WYSfyycRuDfP1DZfI6jMfMp2XIQLpn5W0oxc23dl8Ru+YHEmzfY4VGTv3zq39MQijcunuLQvCFUOrOBw3tGEFOqLc+8+g7uLpnYF67FwLqxuBxbxTM3DExPxELov+4hCpGHm8kwDCPjav/w9vZmz549BAUFERgYyOzZs3n66aeJjIwkJCSE+Pj4rIqVGjVqUK1aNSZNmgRASkoKAQEBvPPOOwwYMMCmfps2bbh+/TpLliyxlNWsWZPKlSszZcoUDMOgSJEi9O3bl379+gFw9epVChcuzPTp02nbtm2m4oqNjcXHx4erV69azxM+pwMcXGJduVgt6LI04yQr7hwJXzyD+42zVsVjzG2p130kTxXLl3FgifHwTX04f8C6vGo3aDou7XZJN261O7ffqnh2cn3+L/l1Xn6qKGNbV073pf9v4V5mb4myKivtm4fF7zyDh2vGB+H9f86mzJoeOJv+2T3jDXcim88nJJOJduzNJJp9vp4TF633yTfrBDOwcblM9bFtcneqnf3ZquyE6Qny9dmAt3fedNt+OHcbHfZ2pZzTSavy5Mr/wqXFpAxfe8qao4xcdtCqzNfLnSW9nsHXK+MvgDpN3YrT3yv41nU0LqaUfxa4eECX/8ITVdNtP/TXfUzbcNyqLLhgbn5951k83TP3oezDRXvJu20C/VznWpWneBXB6d/rwLNg+h0cXQWzXoWUZEtRguFCh8T/47hnJZa88wx+Pmlvi/2nYxkzZQpTTCNxNf1zK0uKkytOnX+FwFoZrsN36yPZvfQbxrt+idMd+2OKWx6cXl+ZZqJ9I+4q58fWolhKtFX5xgKvUPudqRm+LpDq+hvObpg6Lc5U7Lf9umIF9dd3wNOU8E/8mLjU+CsK1shg8KzjGzC+fwlTSpKlKNFwpnPSAHwrNmBC23S+sLl8Ar6uCzcuWRV/mNSVH8wNaFapCJ+3S/8Ln8TkFFp+uYHiMb8x0XWS1XuAWx54bUWmPqAmJJtpMWkDB2KuWZW3Cn2Cz1pVSr/x1m9gaT+roouGF80SPqZoUCl+eqNWmgnC6zO28ceBc4DBHLfh1HS663hcuhG0/ynNl/5qzVH2/fYd/Vx+ppjTeWKN3PxshNG41ySKFvRJP+7bzh3A+DYMU2KcpSjFMNE76W0Syrbk607pHws2Hr1A56lbGeM0kebOm6wXFnnq1nuQXqK25WtY9p5VkZG7AKY31kDe1M/UW/l9EGycaFV0PKUwzRI/5hq56fZ0cT5qlv4+sGD6GF4+/h+rsjhy4/TGSnIXyXj/STKnMG7cCPpd+8xqH7zplBuPf/8Jvmn/T4m+coPmn6/n4vVEvnX9jDDnXdYVAp+BLksyvr/+h1fg7z+sijaYQ3idj5j771o8WTTt/WHfqUskf9OASqa/rcrPPPEi/q//mP7rAmsPRFPgx8aEOJ2wKr9Q8lUKdvwuw/YkXr91LLhw2Kp4evILDEnuQrvqAYx4OZ0xfQwDvm8OkWutilebK9ElqT/eHi780vMZihdM5yTGr71hx3SrooMpAXQwjWBOj7qZT7RPbLx1TDTfMSaRkwt0nA/BdVNtEpeQTPPP11P+0h/3fBxLMqfw9bhBvB1n/fnhupM3nu+sg3xB6bZPnPcGbn9ZH2v+SgliSbUZDGhWOd22dzKuX+TC2JoUMp+zKv/FpyMv9fki/cbxl+DrOnDF+vMhz70H9T+0Kkrzs7XY0LZ6cOzZ1nZfLl6mTBkOHToEQKVKlfjqq6+Ijo5mypQp+Pv731vEmZCYmMiOHTsICwuzlDk5OREWFsamTZtSbbNp0yar+gANGza01I+MjCQmJsaqjo+PDzVq1Eizz0yL3mmbYANEbbL5J5mqbd/aJNgA3Z1+4asVezIXw1/zbBNsuPVP5u4DnFW7+TYJNkAb51U8YTrPwl3RHD0fl0rDW05eimfOVtv+D5+LY3HE6cxEjufGUVYJNkBuUwLX/xiVqfYAP287aZNgA0zbcJyLcQmptLB26cxxKsfMtykPNE6xd+nX6baNuhjPjYh5Ngk2gHPELLgUmW77+MRkvlj1t035uWsJfL/xRCotrG2NvMTaw+fp4zLPOsEGSL4Jaz5Nt/3Z2JvM3GT7OscuxLNgV3QqLWxFX7nB4i0H+bfLrzbLnK6dhm2Z+GC2eqRVggngbkqmt8sCLsQlMH3j8XSbf7H6b95irlWCDeCUkgRr098GcOtqgM9XHqavy1zrD0WAU2LcrWmV0rBv2dc2CTZAtQuLOHPqWIavDaS6/iZzIqzJ/N9BkjkFt43jrBJsACcMjD8/zriDNSOtEmwAN5OZd13m80vEaQ6fvZZGQ2DzlzYJNkBvlwW4kMyvu09zKCad9sCyv86w73QsfVzm2bwHJMbB+rEZrwOwbG+MTYINMG/nKSIvXE+7YXLirffhLgVM1+jmsoxtxy+z5vD5VJvuirr8vwQbnnPaY5tgAxxeDqe2p9r+RqKZSav+ZnHK0zyXOJ7Qm5MJTZjC8MS2/LAtc3+HAKwfZ5VgAziZDPq4zOP3/THsPXU1jYa3jP/jCMEpJ2wTbIDTO+HQf9NunJz6/mqKvwibJ2cce9x52DLFpjjI6SytnNcAMHPzcc7F3kyzi7NX46kaadtHHuI5/V/b9zY1y/eeoVXsDJt90CMlntg/0j+WTFsfycXriVQxHbFNsAFOrIejf6YfwInUPzs87byPKubdTF59NN3mG/470ybBBvA/tRTO7kv/tYHtS6fZJNgA+f+ef+tqlYzs+ckmwQbo6PwHflzkp20nOXkpnZM0kWtsEmyAus67qWo6SOzNZL5em85x9fJxjJ3f2xSXdTpJ/eS1TFmTyWMywOqR1gk23DpOp3KcuG3BzlMcuxBHeCr/S24dx9I58fE/K/aeotW1H2zKPVNiubIyg+PghSM2CTbAk07HObt1HpeuJ6bSKHXHV3xpk2ADNLgyl4jDx9NvvPP71D9/bpwENy5nOgaRnMDuJLt3796cOXMGgMGDB7Ns2TKKFSvGxIkT+eSTTxwe4G0XLlzAbDZTuHBhq/LChQsTExOTapuYmJh069/+aU+fAAkJCcTGxlo9bJxOfbCaDJfdlsZgN96mG8RFH0x1me3rpPLPHMBIgTO77X5tZ5PBk6ZIDAP+ik77Q9m+07GkpHF9xO5TV9J+3duSbhKYfDzVRUVvZHLdgT1pfHBMTE7J8IM9wJlD22ySs9ucz6Sxbf9nb/RVKppS/+BhIoPtD0ReuM61m8mpLtuTzra31Dl1BTCo5JTGB4e09o3/2X86luQ03sQ9J69k+PoA+6KvUpzT5DGl8eE3gxjSq3N7vfZksD/tOXUlzffBSGM/v9PJS/Fw4zKBTrYfKNKLD4A09hFXk5nTB9MfS+Kf/tOIMTPHkNtVr9ygjNn2wzVAoYQTkJD2F2YARKe+HhVNt96DdBO0NLZxIdNV/E0XgYzfw72nrpKHeEo4nbHrNe6W1rHHMG79vabp6kmIv5Dqoor/2w/T6vvOY9Dt7ZWqNNbB+jhg4iI+JP3vLq+90an837Gz/2CnGLyJz/C4vOfUFcu6piq9v4N0tl+m9uOzf8HdCc3/VPhfTElmg/1n0t4eRyJPUMyU+t+w54XMfWl9+MRJijvZfvENYDodkW7b28fs9LdhBtsineUVTccyfA89zqf9PycpKvUvee6U9/JfqZY7YdzXsdzFlEKI03FSMvo7TOfvvKLTrS+t0z2WnNmNyUhJdVEFU2SGxyEraa1vOtth98mreHGDYKc0Pltm4m/heOQRfE1XUl1mPpXBe5BObOWNoxyMyfzxJOVU6rHmNiUQfeQe9+PkG3AulS8hRXIwu5Psjh070qVLFwBCQ0M5ceIE27Zt4+TJk7Rp83jM2TlixAh8fHwsj4CAVC53yxuUdgd5AzN+kXyp10kynHHOm8l7WdN7nfSWpfHaACeNQgA8kS9XmnUC8qe3LBP3nbm4c8GU+uXwF138Mm6fQRwmEzyRL+M48hYpmeayZO/0L3EMyJ+Lk4btOAEW6WxjAH+fXLg6p37pYHrb/p86uQETJ1MKpV4hb7F029/3e/i/eqeNAiQbaRxmMogBSHM73d4PAzJ4HwPy5U77fcjgPQDw9fYgwSUPl4007vVLZx3M3mn37+Of9r5l3X8afWTmGPI/BfO4c9qU+ja45pwPXDN4PzN4D9LdH9NoG2+4c9G4dWlrRvtTQP7cxOPBBSONy7Iy8T5C+vtKQHrr4FkIXFJfntF+eOff0e26qUpjHfx8PO7rOJBR/xcNL+LIlfF7kN7fEaT/t5zO9svUfpxO36fu2KbprYNf4cJcMVK/jPiG5xMZxwD4FizIpTSOA+Y0BqezxPa//SPdfSC9zwyQ7rY6ZRTK8FiYkM56uhTI4LWBuNzpfO7I1PuY3ueKW/tWuuuQzt/5KaNgxu3T3X4FM/1/Ld2+0tlXA/Ln4joeXDTSuCQ9E9swX6EiXDfc7X7tjPqPzsT+cycjjdcyGya8Cpe4tzhMTmkO8iiSU9mdZN8td+7cPPXUUxQsmMG9lfepYMGCODs7c/as9TfJZ8+exc8v9cTLz88v3fq3f9rTJ8DAgQO5evWq5XHypO0lwZSoD76p3F/j/cStgU4yUu11zE62g9osMj9NqzpPZdweoHIH8MhrW178OfBP596nyh0gl22Su8lcnn1GcaoUy0toYP40m4cU8aFWsO20MnlzufJqaCY+0JhMRJXukuqi+KfezLj9/7SrXgxPN9v7vxuUK0yxAhn/Qylaugp/5apmUx5r5KZEox7ptq34RF4iizZP9UNZ0hO1Mhx4LL+nGy2r2H6ocXNxonOtoPQDB54v50vxgp58a05jSJPaPdNtX9LXizqlbT8Qenm40KZa5v4RlvP3pnTJkixOqW2zzHDxgGqvZ9xJrbdTLf4muQluzk50qp3+B5PXninOd2lsA1Ot9LcBgE8uV14ODWSG+QWbZQYmqJn2flCy4b+JxXY/i3CvSsmQ9O+BtUhj/clE7Ld5ursQWaozKYZtsnatSveMx4dI6z0wN6HSEz7USOVv3aLGv2/dq3iXH831iceDCkV9qJlee6BFlaLkz+PBtORGqSw1pb2N7vLyU0XJl9t2xLmqgfmokt4YFx7e8FQnm+Ikw5npyY0o4uNBk4qp3ypVp7QvJX1vHQOWp1S3JANWCpaBkmG25dw6DrxcxfaY6Wwy6Fjdjg+kNXvc2l/vMi25EaUK+/BsyfT/f7/+bHE2p5RjT0px24V5CkOFVmk3TmP7GU4uUCMTx/MCJaCM7d/wNSMXPybXB6BemULpDnpV0j8/q31a2JSbMZG3Xu+MYwCaPxXIz862A7umZKKPLrWDcHEysTqlMkdSUklWfYpBuWbpB1C6ERSw/XLuRIovv6VU47VnUnlv7lDq+S6cNfLalJ/PUxZT8efSf22g8DOdU/2i61L+KhBg+3/SRpWO4GF7z/hacwUOGwHUKJ6fCk+kM8ZA2aapJmhHU/xZmfIUTibolt42KFL51r3vd7ls5GF+Sh26PZ3+9rNyD8flttWK4enuls5xLP3PFABNqpZkoZPt/yIzThR4PoP9uFgNEvxsB/s8b3hzqURLu75kCHihJzewTfbXuD7D00+l89kSoGpXcE3lC6/yL2VufAaRHMTuJNswDObOnUuPHj149dVXefnll60eWcXNzY3Q0FBWrlxpKUtJSWHlypXUqpX6AEC1atWyqg+wYsUKS/3ixYvj5+dnVSc2NpYtW7ak2SeAu7s73t7eVg8bTk7QcQGUa4ZhcsbAREqJMOi8GFwzcQbCtxzOHedxwevWYCpxhgc/OzfBaDKWZpUyHtkagDyFoPNiUordSnIMZ3eo1A5az0y/nWdB6LTY8g8pEVfmm5+hZ0ofXqpchO86Z/wPdUrHUF5+qihuLrd2sZLeBjO6hlIwTxrfwt7lqbaD2V6yN5e49U/3pOHL+ieHU/PFzI9A+US+3Hz/Wg2qFMsLgKuTQZuqTzCuTeVM91H83z+zPd+L3DRufTjf7xLC6Zfm4F80KMO2Y7rU57vgCWxOufVlSyIuXC7RAtf2szP12sNaPEm3p4uT53+DjD3hafB1xyqU8ct4cBZXZydmvV6D02U68XFyR87978NVklcANP8cQlpm2Mek9lVoXfUJ3P/3HgZ7GUzvHEph78yPuv9lh1C2hAxmZkpD4oxb7eILPImpwzwoVDrjDkK7QONPMbxu7fOnjQL8X9JrHCr8It90rkpIkfQHfnq+XGGqv9qXiW6vE2PcSqRi3f0wmo6Hiq0ztQ6Dm4VwvWZfJhmtLV+axHsVx/TqVChRL812BfwDOdfiJw64hgBw03BllctzFHs9c+8/cOsDSaNR4HUriYt3zY+58WioZN9VQ23avcaSkkM5wa0vD6+YfDhaoQ9Fmvxfxo0rt4cmY0jKc+s9OGPkY6i5CzefbM/ULhkcC56oCm1mWb5wvG7Kw+TkZnxmdKBpRX+mdc34WOKTy5XZ3WsSEdSNz5JaW84EmfMFwyvfppmg3i1vbjdmdq1KKe9bl4y6OTvRonIRvslg0C8AGn4MT/cmxe3Wsf5gSgBvJIdToHQNZnevmeZgjs5OJn54rQYNQwqT7OROh8QPiPCoTgomDJPzrcSh06J0R2f+T4sQXnvmn+NAeX8v3iybkqnjgEXJ5zG9+h1JPsHArTPYY5Nbcazsm8x8rXqGozq3qVaMoc2fpL/7IJaYa5Jk3PqfRnA96Lwk46nE/rf9cL/193rVIwBzq5lQNJNfGL/8DTzV2XJG/C9TKTolDuCiiy9tqgYwMYPB8wCef2scv/t25fL/9p8o/Dle53PyV2iQqRB8crlS/43PmOvdybIPnnV9gutNv4KSz6fbtsITPnzTuSql/XzomDiQP6iOGScMkxOUeuF/nwsyOK46u0CnXzDKvEgKzpgNE3+Yq/C+5zA+bRNKWPnC6TavWzGYPc/PZKtzZVIME0mGM0cKhlHwzcUZD7gGtHmuImtqfsc2UwUAEg0XIv0bk//1BRm25f/Zu+uwqNK3D+DfGVIaQUwUEGUVUFHWVsB2bd21sDuwe9du3bV1bQW7sFtRsFsx18CAVVQsEFDyfv/gnfNjmDoTGOv9ua65lDPznPPMzJlznr4BwLoA0GkP8P/lkVSYYHt6TQzKHIwWPoWxvKOGaA/GZkDnfUDJBiCJFJkwQlhmBXRI/R2uTrb4O7ACKrqqbvwHALTdACrTBumSrA6MC5mlMCLPZExq54fqJbToKCrXDhkN/kSyyf8fz7oQ0HA2UKGzyiQFbM2xoUclXCjcFX+l/YZ3OlzHbMxNUKnXIuy1bot4yqoUvzB1QVLzYMC5osb0Zh23451bU2HKyTnywmyr3zG5dWWNaeX241QCCa224LGpBwAgicxw0qYpSvUJ0RypIa9b1gJx/x/dI11qiozyXYFmGhZMY+x7RFoaOHAgmZmZUYMGDahz587UpUsXuUdu2rJlC5mZmVFwcDDdvXuXevXqRXZ2dvTy5UsiIurYsSONHj1aeP3Zs2fJ2NiY/vrrL7p37x5NmDCBTExM6NatW8JrZs6cSXZ2drRnzx66efMmNWvWjFxdXenTp0+i8xUfH08AKD4+XunzqUnxtC90K6Wmpur0vj9/iKPN23dQSkqKTulTU1Npf+hmSk3+qMPBEyg1+SNtDd1NH5PEfyZC8rR0evcxmXbv3q3T+89IS6O3r17Qzp27dP78iIjeJiTTjp265YGIKDEhnnZs3axT+s9p6fTu7Wvau3O7TulT0zPobUKSzp9hcko6xX9Mov07NlKqDueQvt+hsI8P8bQ/dJNu+8jIoNSEOAoN3UlvE5K0Tp6ZmUlvPnykfds3UmrKZ+2PT0RJnz7Tlu07KTUhjigzU6u0H+Pf0ceEeN0/w/9//7t37dTrd5Cc/Il2bN1IqZ+1/y3L8rB1x06drgX06QOlfk7W+VpCRPT+YzJtD9XtOyDKuhbu3r2b3n9Mpk+p6dqn/5xM+0M3UULSJ0pKSdMq7afUdEpKSaPU1NSs+0GS8vuFymOnZ1D8p1ThPeh0HmRmUmpCHG3bsZMSdPgOMjIy6U18Eu0O3Uapie+0P356GqUmvNE9/2kplPrxLe3evZvefUymz2naf4efU1LofVysXtez9/Efafd23a6n8Z9SKfnTZ9q7cxulJr7X6fipSR9oT+hWehOfRJla/g4yMzPpTdzrrO9Ql3tyRlb6PTqmJyKhXLEldDd9TNbhepySRKlJHyh0126d7geU9pk+xb+lTTt261Wu2r3r/69FGRlapf34OY0+Jup+TyYieh+fQLu263g/Tf1ECfHvKDH5s16/g9TUVArdtpkSErS7lgnpP76lPTt3qDy+prI1+x/+rL4cbT5rreNkr1+/Hjt37sQvv+gSWU8/bdq0QVxcHMaPH4+XL1+iXLlyOHz4sLBwWXR0NKTZhj5WrVoVmzZtwtixY/H777+jRIkS2L17txAjGwBGjhyJpKQk9OrVCx8+fED16tVx+PBh/WNkZ2eSBxlG4npwlZFa2CKPibHGOKDqpBvlyWoJ1paZNZCWBjMjwExE6C2F5MZGkIoM96SM1NgY1vaOmuNnamBtbgxjPSZHmJrngbGZFnMgszEzNoLU2g6ZUm2CI/+PiZEU1ua6pQWAPKZGMJaYIN3YUlSPRU76fofCPizyIN1Ii3lv2UmlgLktjHT8LCQSCWwszJBhYpk190sHJkZSmJtk5UPbz9HKxh5paWmaX6iKVHZc/Wb4GBsbwdjMUnxcWyV5MDOW6nQtgLmtXtcSIGvou4mRbt+Bwn50yYPUGOlGFjA3MYKJiXa/CVlvd1paWtb9QMyIpmxMjKQwMZLqdx5JJIC5LUyNpaJCKeYklUpgk8cEMDLNCjukLSNjcTG1VTE2FXrNrcyMYSImJm8OZqamkNqqn6KgiWUes6whrzqcgzbmJkhLS0Om1BQwVRNuSh0TC5CRGWzymGhdLpBIJLCxtcv6DnUglWalJx3TAxDKFeZGEEZKacXUApCkwUgC3e6NxmYwyiOFhTH0KldB8v/XIk1TbnKwMjNGmpR0vicDgGUec0g0raehiok5rE3M9buW/D8j0zwwN9etbAQz66xpI4z9R2l9dtva2sLNzS038iJKUFAQgoKUz3sJDw9X2Pbbb7/ht99UzxeTSCSYPHkyJk+erPI1jDHGGGOMMcaYGFo3IU6cOBGTJk3Cp0+fciM/jDHGGGOMMcbYd0vrnuzWrVtj8+bNcHJygouLC0xM5IfqXLsmPn4rY4wxxhhjjDH2X6J1Jbtz5864evUqOnTogPz58+s3n4UxxhhjjDHGGPsP0bqSfeDAARw5cgTVqyvGG2SMMcYYY4wxxn5kWs/JdnZ2Vh4XmjHGGGOMMcYY+8FpXcmeM2cORo4ciadPn+ZCdhhjjDHGGGOMse+X1sPFO3TogOTkZBQvXhwWFhYKC5+9e/fOYJljjDHGGGOMMca+J1pXsufPn58L2WCMMcYYY4wxxr5/WlWy09LSEBERgXHjxsHV1TW38sQYY4wxxhhjjH2XtJqTbWJigtDQ0NzKC2OMMcYYY4wx9l3TeuGz5s2bY/fu3bmQFcYYY4wxxhhj7Pum9ZzsEiVKYPLkyTh79iwqVKgAS0tLuecHDhxosMwxxhhjjDHGGGPfE60r2atXr4adnR2uXr2Kq1evyj0nkUi4ks0YY4wxxhhj7IeldSX7yZMnuZEPxhhjjDHGGGPsu6f1nOzsiAhEZKi8MMYYY4wxxtg359SpU2jSpAkKFSoEiUSicY2q8PBwSCQShcfLly+F18yYMQM///wzrK2t4eTkhObNm+P+/fu5/E7Yl6BTJXvdunXw9vZGnjx5kCdPHpQpUwbr1683dN4YY4wxxhhj7KtLSkpC2bJlsWTJEq3S3b9/H7GxscLDyclJeC4iIgL9+/fHhQsXcOzYMaSlpaFevXpISkoydPbZF6b1cPG5c+di3LhxCAoKQrVq1QAAZ86cQZ8+ffDmzRsMGTLE4JlkjDHGGGOMsa+lYcOGaNiwodbpnJycYGdnp/S5w4cPy/0dHBwMJycnXL16FTVr1tQlm+wboXUle9GiRVi6dCk6deokbGvatCk8PT0xceJErmQzxhhjjDHGGIBy5cohJSUFXl5emDhxotBJqUx8fDwAIG/evCpfk5KSgpSUFOHvhIQEw2WWGYzWw8VjY2NRtWpVhe1Vq1ZFbGysQTLFGGOMMcYYY9+rggULYtmyZQgNDUVoaCicnZ3h7++Pa9euKX19ZmYmBg8ejGrVqsHLy0vlfmfMmAFbW1vh4ezsnFtvgelB60q2u7s7tm3bprB969atKFGihEEyxRhjjDHGGGPfKw8PD/Tu3RsVKlRA1apVsWbNGlStWhXz5s1T+vr+/fvj9u3b2LJli9r9jhkzBvHx8cIjJiYmN7LP9KT1cPFJkyahTZs2OHXqlDDc4ezZswgLC1Na+WaMMcYYY4yxH13FihVx5swZhe1BQUHYv38/Tp06hSJFiqjdh5mZGczMzHIri8xAtO7JbtWqFS5evAhHR0fs3r0bu3fvhqOjIy5duoQWLVrkRh4ZY4wxxhhj7Lt248YNFCxYUPibiBAUFIRdu3bhxIkTcHV1/Yq5Y4akdU82AFSoUAEbNmwwdF4YY4wxxhhj7JuTmJiIR48eCX8/efIEN27cQN68eVG0aFGMGTMGz58/x7p16wAA8+fPh6urKzw9PfH582esWrUKJ06cwNGjR4V99O/fH5s2bcKePXtgbW0txNC2tbVFnjx5vuwbZAalUyWbMdE+REN6djGqPzgBo7R9QJV+QOHyXztXjDHGGGOMiXblyhUEBAQIfw8dOhQA0LlzZwQHByM2NhbR0dHC86mpqRg2bBieP38OCwsLlClTBsePH5fbx9KlSwEA/v7+csdau3YtunTpkntvhuU60ZVsqVQKiUSi9jUSiQTp6el6Z4r9R7yNAlbXhVHyWzgAwO2HwN1dQLstQIm6Xzt3jDHGGGOMieLv7w8iUvl8cHCw3N8jR47EyJEj1e5T3f7Y9010JXvXrl0qnzt//jwWLlyIzMxMg2SK/Uecngskv5XflpkOHJ/ElWzGGGOMMcbYf5LoSnazZs0Utt2/fx+jR4/Gvn37EBgYiMmTJxs0c+w7F31e+fZXt4CUj4CZ9ZfND2OMMcYYY4zlMq1XFweAFy9eoGfPnvD29kZ6ejpu3LiBkJAQFCtWzND5Y98zm0LKt5vbAiYWXzYvjDHGGGOMMfYFaFXJjo+Px6hRo+Du7o47d+4gLCwM+/btg5eXV27lj33PKvZUvt23OyA1+rJ5+Z69fwqjA0NQ695oGG1sAdzd+7VzxBhjjDHGGFNBdCV79uzZcHNzw/79+7F582acO3cONWrUyM28se9d6WZAwz9BFo4AADKxACr1BQL++MoZ+47E/wusqgPpjfWw/vwC0qengW0dgYvLv3bOGGOMMcYYY0qInpM9evRo5MmTB+7u7ggJCUFISIjS1+3cudNgmWP/AZV6Ib1sICL2boTfL7/CxCrv187R9+XCUiApTnF7xCygQhfA2OyLZ4kxxhhjjDGmmuhKdqdOnTSG8GJMKSNTJJnl54XOdPHiuvLtyW+BD9GAY4kvmx/GGGOMMcaYWqIr2TljvzHGvgC7osCzs4rbjc0BK6cvnx/GGGOMMcaYWjqtLs4Y+0Iq9QakJorbfTpkrdLOGGOMMcYY+6ZwJZuxb1khH6DtJlC+UgAAMrMGqg4AGsz8yhljjDHGGGOMKSN6uDhj7CspWQ/prgE4unc76jVqDhNzjjHOGGOMMcbYt4p7shn7TqQbWwJGSoaOM8YYY4wxxr4ZXMlmjDHGGGOMMcYMhCvZjDHGGGOMMcaYgfCcbMYY+8YlpqQjLS39a2eDMcYYY4yJwJVsxhj7RkW/TcbYPbdx+mEcJAB+spWibNVPcMnHc/MZY4wxxr5VPFycMca+QSnpGWi/6gJOPYgDEZBJwN0PUnReexXpGZlfO3uMMcYYY0wFrmQzxtg36MidV/j3/SeF7c/eJeP4vddfIUeMMcYYY0wMrmQzxtg36N/3ySqfe/5BsfLNGGOMMca+DVzJZoyxb1C5InYqnytbxPbLZYQxxhhjjGmFK9mMMfYNquruiOrujgrb/Us6wtcl71fIEWOMMcYYE4NXF2eMsW/Uqs6+WHP2CQ7eioUEgKvRe8xoV+5rZ4sxxhhjjKnBlWzGGPtGmZsYoZ+/O/r5uyMtLQ0HDx6EqTEPQGKMMcYY+5ZxaY0xxhhjjDHGGDMQrmQzxhhjjDHGGGMGwpVsxhhjjDHGGGPMQLiSzRhjjDHGGGOMGQhXshljjDHGGGOMMQPhSjZjjDHGGGOMMWYgXMlmjDHGGGOMMcYMhCvZjDHGGGOMMcaYgXAlmzHGGGOMMcYYMxCuZDPGGGOMMcYYYwbClWzGGGOMMcYYY8xAuJLNGGOMMcYYY4wZCFeyGWOMMcYYY4wxA+FKNmOMMcYYY4wxZiBcyWaMMcYYY4wxxgyEK9mMMcYYY4wxxpiBcCWbMcYYY4wxxhgzEK5kM8YYY4wxxhhjBsKVbMYYY4wxxhhjzEC4ks0YY4wxxhhjjBkIV7IZY4wxxhgTKTU9E/feS3D83mskpaR/7ewwxr5Bxl87A4wxxhhjjH0PLj99h34briIu0Qj45waszIwxvaU3mpYt9LWzxhj7hnBPNmOMMcYYYxp8TstA7/VXEZeYKmxLTEnH0K038O/75K+YM8bYt4Yr2YwxxhhjjGkQfv813iWlKmxPzyTsjXzxFXLEGPtWfTeV7Hfv3iEwMBA2Njaws7ND9+7dkZiYqDbN58+f0b9/fzg4OMDKygqtWrXCq1ev5F4jkUgUHlu2bMnNt8K+NCJInp1FofcXgAS+CTLGGGNMe8mpGSqf+6TmOfbfcOrUKTRp0gSFChWCRCLB7t271b4+PDxcaT3j5cuXcq9bsmQJXFxcYG5ujkqVKuHSpUu5+C6+UZkZQNQJ4PZOIDHua+fGIL6bSnZgYCDu3LmDY8eOYf/+/Th16hR69eqlNs2QIUOwb98+bN++HREREXjx4gVatmyp8Lq1a9ciNjZWeDRv3jyX3gX74j5EA39XgfGGZvj56d8wXuwDHJvwtXPFGGOMse9MjRL5YGqkvOhc6yenL5wb9qUlJSWhbNmyWLJkiVbp7t+/L1fPcHL637mydetWDB06FBMmTMC1a9dQtmxZ1K9fH69fvzZ09r9dr+8BC32A9S2AHV2BeaWBM/O/dq709l0sfHbv3j0cPnwYly9fhq+vLwBg0aJF+OWXX/DXX3+hUCHFxSbi4+OxevVqbNq0CbVq1QKQVZkuVaoULly4gMqVKwuvtbOzQ4ECBb7Mm2Ff1q4+QNw94U8JZQBn5wNFfIFSTb5evhhjjDH2XclnbYYxv/yEyfvvguh/2ztXKQafovZfL2Psi2jYsCEaNmyodTonJyfY2dkpfW7u3Lno2bMnunbtCgBYtmwZDhw4gDVr1mD06NH6ZPf7sb0L8OHZ//7OSAWOTwCcKwHFqny1bOnru+jJPn/+POzs7IQKNgDUqVMHUqkUFy9eVJrm6tWrSEtLQ506dYRtP/30E4oWLYrz58/LvbZ///5wdHRExYoVsWbNGlD2K6cSKSkpSEhIkHuwb9CHGODZWeXPRfKUAMYYY4xpp2s1V+zpWwW1C2WiS5Wi2NKrMiY18/ra2WLfsHLlyqFgwYKoW7cuzp79X7k0NTUVV69elaurSKVS1KlTR6Gukt1/qh7y4joQ94/y525+32X176KS/fLlS7mhFQBgbGyMvHnzKsxryJ7G1NRUoeUof/78cmkmT56Mbdu24dixY2jVqhX69euHRYsWqc3PjBkzYGtrKzycnZ11e2Msd6V90u05xhhjjDEVShW0RtNimfjjl59Q2c3ha2eHfaMKFiyIZcuWITQ0FKGhoXB2doa/vz+uXbsGAHjz5g0yMjKQP39+uXQ56yo5/afqIWmf1Tz3fZfVv+pw8dGjR2PWrFlqX3Pv3j21z+tr3Lhxwv99fHyQlJSEP//8EwMHDlSZZsyYMRg6dKjwd0JCwvd9gv9XOZYAHNyBt48Un/PQfrgPY4wxxhhjYnh4eMDDw0P4u2rVqoiKisK8efOwfv16nff7n6qHFK4AWOYDkpQsdvadl9W/aiV72LBh6NKli9rXuLm5oUCBAgoLAKSnp+Pdu3cq51IXKFAAqamp+PDhg1xv9qtXr9TOv65UqRKmTJmClJQUmJmZKX2NmZmZyufYN0QiAZosADa2BtKS/rfdtSZQvtPXyxdjjDHGGPvhVKxYEWfOnAEAODo6wsjISCHykaa6yn+qHmJsmlVW394lay62TKmmWY/v2FetZOfLlw/58uXT+LoqVargw4cPuHr1KipUqAAAOHHiBDIzM1GpUiWlaSpUqAATExOEhYWhVatWALJW94uOjkaVKqon0d+4cQP29vb/nZP3R+dSHRh4DRnXNuLp7Yso5hcI49KNAanR184ZY4wxxhj7gdy4cQMFCxYEAJiamqJChQoICwsTIhtlZmYiLCwMQUFBXzGXX9hPjYCgK8DNbcCn90DxWoB77azOsu/Yd7G6eKlSpdCgQQP07NkTy5YtQ1paGoKCgtC2bVthZfHnz5+jdu3aWLduHSpWrAhbW1t0794dQ4cORd68eWFjY4MBAwagSpUqwsri+/btw6tXr1C5cmWYm5vj2LFjmD59OoYPH/413y4zNOsCyKw6ELc/HERRj1+4gs0YY4wxxrSSmJiIR4/+NwXxyZMnuHHjBvLmzYuiRYtizJgxeP78OdatWwcAmD9/PlxdXeHp6YnPnz9j1apVOHHiBI4ePSrsY+jQoejcuTN8fX1RsWJFzJ8/H0lJScJq4z8M+2KA34ivnQuD+i4q2QCwceNGBAUFoXbt2pBKpWjVqhUWLlwoPJ+Wlob79+8jOTlZ2DZv3jzhtSkpKahfvz7+/vtv4XkTExMsWbIEQ4YMARHB3d1dWEqfMcYYY4wxxgDgypUrCAgIEP6WzYvu3LkzgoODERsbi+joaOH51NRUDBs2DM+fP4eFhQXKlCmD48ePy+2jTZs2iIuLw/jx4/Hy5UuUK1cOhw8fVlgMjX1/vptKdt68ebFp0yaVz7u4uCiE3jI3N8eSJUtUBo1v0KABGjRoYNB8MsYYY4wxxv5b/P391Yb5DQ4Olvt75MiRGDlypMb9BgUF/VjDw38Q30UIL8YYY4wxxhhj7HvAlWzGGGOMMcYYY8xAuJLNGGOMMcYYY4wZCFeyGWOMMcYYY4wxA+FKNmOMMcYYY4wxZiBcyWaMMcYYY4wxxgyEK9mMMcYYY4wxxpiBcCWbMcYYY4wxxhgzEK5kM8YYY4wxxhhjBsKVbMYYY4wxxhhjzEC4ks0YY4wxxhhjjBmI8dfOwH8BEQEAEhISlD6flpaG5ORkJCQkwMTEROv9c3r90n8LefjR038LefjR038LefjR038LefjR038LefjR038LefjR038LedCUXlamlpWxmWqa6iHMcLQ5L7mSbQAfP34EADg7O3/lnDDGGGOMMfbf8PHjR9ja2n7tbHzTuB7y5Yk5LyXETUR6y8zMxIsXL2BtbQ2JRKLwfEJCApydnRETEwMbGxut98/p9Uv/LeThR0//LeThR0//LeThR0//LeThR0//LeThR0//LeThR0//LeRBU3oiwsePH1GoUCFIpTy7VR1N9ZBvlSHO4y9Nm/OSe7INQCqVokiRIhpfZ2Njo9dJxOn1S/8t5OFHT/8t5OFHT/8t5OFHT/8t5OFHT/8t5OFHT/8t5OFHT/8t5EFdeu7BFkdsPeRbZYjz+EsSe15y0xBjjDHGGGOMMWYgXMlmjDHGGGOMMcYMhCvZX4CZmRkmTJgAMzMzTv8V0n8LefjR038LefjR038LefjR038LefjR038LefjR038LefjR038LeTDEe2Dft//6OcALnzHGGGOMMcYYYwbCPdmMMcYYY4wxxpiBcCWbMcYYY4wxxhgzEK5kM8YYY4wxxhhjBsKVbMYYY4wxxhhjKk2cOBHlypX72tnQqEuXLmjevLnwt7+/PwYPHvzF88GVbMb+QxYuXIjPnz8DAKKjo8HrGv54foRz4MOHD187C6Kkp6dj8uTJ+Pfff792Vhj74nL7WvS9XAcY+68YPnw4wsLCvnY2tLZz505MmTLlix+XVxf/hq1fvx7Lli3DkydPcP78eRQrVgzz58+Hq6srmjVrJvfahIQE0fu1sbFR+3zRokXh7+8PPz8/+Pv7o3jx4jrlX19hYWEICwvD69evkZmZKffcmjVrFF5/8+ZNeHl5QSqV4ubNm2r3bWVlBWdnZ5iYmBg0zzJr165FmzZtYGFhofe+YmJiAADOzs4aX2tsbIwXL17AyckJRkZGiI2NhZOTk9550FZqaip2796N8+fP4+XLlwCAAgUKoGrVqmjWrBlMTU1F7+v169e4f/8+AMDDw0P0+zl48CCMjIxQv359ue1HjhxBZmYmGjZsKGo/V65cwb179wAApUqVgq+vr+i8nzhxAlWrVoW5ubnoNNmp+g7fvn0LJycnZGRkKKT5Vs4BAHBzc8Ply5fh4OAgt/3Dhw8oX748Hj9+rHEfs2bNgouLC9q0aQMAaN26NUJDQ1GgQAEcPHgQZcuWVZv+06dPICLht/js2TPs2rULpUuXRr169US/l5SUFADQOtSItbU1bt26BRcXF63S5fTo0SNERUWhZs2ayJMnD4gIEolEr31+b/T5DKKjo+Hs7KzweiJCTEwMihYtqjZ9ZmYmHj16pPR+VLNmTe3eiA6GDh0q+rVz587NxZyIZ8hrkb7XgVq1amHnzp2ws7OT256QkIDmzZvjxIkTGvMwefJktc+PHz9e6faEhASN5a4vYeDAgXB3d8fAgQPlti9evBiPHj3C/Pnz1aZ/8uQJTp8+jWfPniE5ORn58uWDj48PqlSpotU9LiMjA7t27ZK7rzZv3hzGxsZavyf2/UlLSxNV9hb7OmW6dOmCDx8+YPfu3TqlNxhiuSopKYnu3btHkZGRcg9N/v77b3J0dKSpU6dSnjx5KCoqioiI1q5dS/7+/gqvl0gkJJVKRT00Wb9+PfXs2ZNKlChBEomEihQpQoGBgbRixQp68OCBqPf98uVL6tChAxUsWJCMjIy0zsPEiRNJKpVSxYoVqVmzZtS8eXO5hzISiYRevXol93lIJBKVDzs7O9qyZYuQvkWLFqIfmjg5OZG1tTV169aNzp49K+ozyy4tLY3Gjh1LNjY2wmdmY2NDf/zxB6WmpqpM5+zsTH///Tc9ffqUJBIJXb16lZ49e6b0oUnLli1p5syZCttnzZpFv/76q8p0Dx8+JDc3NzI3Nyc/Pz9q3bo1tW7dmvz8/Mjc3Jzc3d3p4cOHGo+fkJBAHTp0IGNjY+E7MzY2psDAQPrw4YPG9N7e3nTgwAGF7YcOHaIyZcpoTB8TE0PVq1cniURC9vb2ZG9vTxKJhKpVq0YxMTEa0xMRWVpakpmZGVWvXp3Gjh1Lx44do+TkZFFpieTP6eyeP39O5ubmStMY8hxITEyksWPHUpUqVah48eLk6uoq99A1/y9fviRTU1ON6YmIXFxchN/Q0aNHyc7Ojo4cOULdu3enunXrakxft25dWrp0KRERvX//nvLnz09FihQhc3Nz+vvvv9WmPXr0KDVs2JDs7OyE36GdnR01bNiQjh07Jir/TZs2peDgYFGvVebNmzdUu3Zt4Zomuxd07dqVhg4dqjTNkCFDRD/EkEqlSr/HN2/eiLqep6amkpubG929e1fU8ZQdR9vPICd93sP58+fJ1dVV6T1FzPsn0v+e6O/vT7a2tmRhYUE+Pj7k4+NDlpaWZGNjQ/7+/sIjICBA7X4ePXpEf/zxB7Vt21b4PA4ePEi3b99WeK2Pjw+9e/eOiIjKlSsnHFfZQxlDXov0vQ6ouha9evWKjI2NNaYnyvoMsj88PT3JwsKCbGxsVH4GRPLnXkBAAL1//17U8VTR5jvMrlChQnTlyhWF7VevXqXChQurTLdhwwb6+eefSSKRUIECBah8+fJUrVo1KlWqFJmampKNjQ317duXnj59qjHvt2/fJjc3N4Xz2MXFhW7duqUxPRPHz8+PgoKCaNCgQWRnZ0dOTk60YsUKSkxMpC5dupCVlRUVL16cDh48KKRJT0+nbt26kYuLC5mbm1PJkiVp/vz5cvudMGEClS1bVvg7IyODJk2aRIULFyZTU1MqW7YsHTp0SHj+yZMnBIC2bNlCNWvWJDMzM1q7dq3SPAOgv//+m5o0aUIWFhY0YcIEUXlKT0+nIUOGkK2tLeXNm5dGjBhBnTp1ombNmsl9HoMGDZI71q5du+T2Y2trK+QtJSWF+vfvTwUKFCAzMzMqWrQoTZ8+XfMHnwM3G+WSuLg4dO3aFYcOHVL6vLIeqOwWLVqElStXonnz5pg5c6aw3dfXF8OHD1d4/cmTJ4X/P336FKNHj0aXLl1QpUoVAMD58+cREhKCGTNmaMx7hw4d0KFDBwBAbGwsIiIisH//fvTr1w+ZmZka8w5ktSJFR0dj3LhxKFiwoNY9LsuWLUNwcDA6duwoOs2TJ0+QL18+4f/qpKSkYPv27Rg1apTQMm5ra6tVHtV5/vw59u3bh+DgYPj7+8PNzQ1du3ZF586dUaBAAY3pBwwYgJ07d2L27Nly3+HEiRPx9u1bLF26VGm6sWPHYsCAAQgKCoJEIsHPP/+s8Br6/94fTd/jqVOnMHHiRIXtDRs2xJw5c1Sm69u3L7y9vXH9+nWF1vuEhAR06tQJ/fv3x5EjR9Qev0ePHrh+/Tr2798v9xkMGjQIvXv3xpYtW9Smf/jwIUqXLq2w/aeffsKjR4/UppUdPy0tDffu3YOHhwcA4P79++jatSt69OiBw4cPa9zH+/fvcenSJURERCAiIgLz589HamoqfH19ERAQgKlTpypNt3DhQgCARCLBqlWrYGVlJTyXkZGBU6dO4aefflKa1pDnQI8ePRAREYGOHTtq9Tveu3ev8P8jR47I/bYyMjIQFhYmumf35cuXwiiO/fv3o3Xr1qhXrx5cXFxQqVIljemvXbuGefPmAQB27NiB/Pnz4/r16wgNDcX48ePRt29fpelCQkLQo0cP/Prrr5g3bx7y588PAHj16hWOHj2KX375BatXr9Z4jWrYsCFGjx6NW7duoUKFCrC0tJR7vmnTpmrTDxkyBMbGxoiOjkapUqWE7W3atMHQoUOV/havX7+u8Bmkp6cL5/GDBw9gZGSEChUqqD22DKkY8JaSkiJqVIqJiYkwbFgXunwGOZGKXu/ExESNvXB9+vSBr68vDhw4oNP9DND/ntikSRNYW1sjJCQE9vb2ALKuL127dkWNGjUwbNgwjfuIiIhAw4YNUa1aNZw6dQrTpk2Dk5MTIiMjsXr1auzYsUPu9c2aNRNGbmSf3yiWIa9Ful4Hso9qu3v3rjCyCsi6Fh0+fBiFCxcW9X5y/q6ArHtaly5d0KJFC5XprKyshNFH4eHhSEtLE3U8ZbT9DrN7+/at0nKOjY0N3rx5ozSNj48PTE1N0aVLF4SGhiqMqEtJScH58+exZcsW+Pr64u+//8Zvv/2mMg89evSAp6cnrly5Inced+nSBb169cK5c+fEfAxMhJCQEIwcORKXLl3C1q1b0bdvX+zatQstWrTA77//jnnz5qFjx46Ijo6GhYUFMjMzUaRIEWzfvh0ODg44d+4cevXqhYIFC6J169ZKj7FgwQLMmTMHy5cvh4+PD9asWYOmTZvizp07KFGihPC60aNHY86cOfDx8VF7vZ04cSJmzpyJ+fPnw9jYWFSe5syZg+DgYKxZswalSpXCnDlzsGvXLtSqVUvnz27hwoXYu3cvtm3bhqJFiyImJkYYVaoVravlTJT27dtTtWrV6PLly2RpaUlHjx6l9evXk4eHB+3fv19jenNzc6FV0MrKSmi5f/DggcoeLJlatWrRpk2bFLZv3LiR/Pz8ROU/KSmJjhw5QmPGjKHKlSuTmZkZlStXjgYPHiwqvZWVFV2/fl3Ua5XJmzcvPXr0SOf0Yrx7905Ur7S+Xr58SX/99Rd5e3uTiYkJNWnShHbv3k0ZGRkq09jY2Mi1MMocOHCAbGxs1B4vISGBbt26RRKJhMLCwujGjRtKH5qYm5vTP//8o7D93r17as/BPHnyqG2RvnnzJuXJk0fj8S0sLOj06dMK20+dOkUWFhYa0+fPn5/CwsIUth87dozy5cunMb25uTldu3ZNYfuVK1dE5V+Z27dvU+fOncnY2Fht75WLiwu5uLiQRCIhZ2dn4W8XFxcqWbIk1atXjy5cuKAyvaHOAVtbWzpz5ozW7zN7L1/Onj9TU1MqWbIk7du3T9S+ChYsKPRglSxZkrZt20ZERP/88w9ZW1trTJ8nTx6hp+y3336jiRMnEhFRdHS02u+xRIkStHjxYpXPL1myhNzd3TUeX91oGjE9mPnz5xe+q+z3gqioKLK0tNSYfs6cOdSkSROhR5Io69rXrFkz+uuvv9SmXbBgAS1YsICkUilNmzZN+HvBggU0d+5cat68OZUrV05jHoiIpk2bRp07d6a0tDRRr89On89A1mMvlUqpd+/ecr34AwcOpEqVKlHVqlXV7sPCwkLU6Bt19L0nFipUSGlP5a1bt6hgwYKi9lG5cmWaM2eOkB/Z53jx4kW1PZn6MNS1SNfrQPZRfsp+gxYWFrR69Wq93uPNmzepWLFiKp9v2bIl5c+fn/z9/YXRUAEBAUofmujzHXp6etKiRYsUti9cuJBKlSqlNM3hw4c15knmzZs3SnvKszM3N1d5Hmsq2zLx/Pz8qHr16sLf6enpZGlpSR07dhS2xcbGEgA6f/68yv3079+fWrVqJfydsye7UKFCNG3aNLk0P//8M/Xr14+I/teTnbP3WRkAouoYOfNUsGBBmj17tvB3WloaFSlSRK+e7AEDBlCtWrUoMzNTY37U4Z7sXHLixAns2bMHvr6+kEqlKFasGOrWrQsbGxvMmDEDjRo1Upve1dUVN27cQLFixeS2Hz58WK4lX5nz589j2bJlCtt9fX3Ro0cPjXmvWrUqrl+/jlKlSsHf3x+jR49GzZo1hVZHMZydnfVa5KRHjx7YtGkTxo0bp/M+Pnz4gEuXLimdQ9epUyfY29tj586dKtOnp6cjPDwcUVFRaN++PaytrfHixQvY2NjI9Sxqkj9/flSvXh0PHjzAgwcPcOvWLXTu3Bn29vZYu3Yt/P39FdKYmZkp7elzdXXV2HNkbW0NLy8vrF27FtWqVdN6DqmMt7c3tm7dqjDPbMuWLUp7iGXs7Ozw9OlTeHl5KX3+6dOnCvPilHFwcFDa6m5rayvqXGzWrBkGDx6MXbt2CesKPHr0CMOGDdPYewhkncPKehwyMjJQqFAhjemBrB7D8PBwhIeHIyIiAikpKahRowb++usvpd+7jGwkRkBAAHbu3KnVbw8w3Dlgb2+PvHnzap1O9ntzdXXF5cuX4ejoqNPxAaBly5Zo3749SpQogbdv3wpz6a9fvw53d3eN6d3d3bF79260aNECR44cwZAhQwBkzfVXN08yOjoaderUUfl87dq1RfUe5rz2aCspKUnp2g7v3r0T9b3OmTMHR48elTuH7O3tMXXqVNSrV0/te5CNACAiLFu2DEZGRsJzpqamcHFxUXqvUeby5csICwvD0aNH4e3trdCjr+5arM9nIOt9JCLcunVL7vppamqKsmXLKh0dll2lSpXw6NEjUeebKvreExMSEhAXF6ewPS4uDh8/fhS1j1u3bmHTpk0K252cnFT2ZOaUmpqq9J6qak67oa5Ful4Hnjx5AiKCm5sbLl26JIx2A7K+f9l8cX3Ex8cjPj5e5fMbNmxASEgIoqKiEBERAU9PT53Xa9HnOxw6dCiCgoIQFxcn9PKFhYVhzpw5Kudj51zTRB0HBweF9TdyKlmyJF69egVPT0+57a9fv9br98UUlSlTRvi/kZERHBwc4O3tLWyTjc56/fq1sG3JkiVYs2YNoqOj8enTJ6SmpqpcTTwhIQEvXrxAtWrV5LZXq1YNkZGRctvErmWj7HXq8hQfH4/Y2Fi50SzGxsbw9fXV63rbpUsX1K1bFx4eHmjQoAEaN26s1RouQl50zgFTKykpSVjgw97eHnFxcShZsiS8vb1x7do1jemHDh2K/v374/PnzyAiXLp0CZs3b8aMGTOwatUqtWmdnZ2xcuVKzJ49W277qlWrRC2e9c8//8DS0hI//fQTfvrpJ5QqVUrrQv78+fMxevRoLF++XPSw0OwLu2RmZmLFihU4fvw4ypQpo7D4gaaFXfbt24fAwEAkJibCxsZGbmieRCJBp06d1KZ/9uwZGjRogOjoaKSkpKBu3bqwtrbGrFmzkJKSIqpg+erVK6xfvx5r167F48eP0bx5c+zfvx916tRBUlISJk+ejM6dO+PZs2cKaYOCgjBlyhSsXbtWKJSkpKRg2rRpCAoK0nhsAOjcuTMA4OrVq8ICI6VLl0b58uVFpR83bhxatmyJqKgouRvy5s2bsX37dpXpevTogU6dOmHcuHGoXbu23DDbsLAwTJ06FQMGDNB4/LFjx2Lo0KFYv369MMT+5cuXGDFihKjGl9mzZ6NBgwb46aefUKRIEQDAv//+K1RyNfnzzz8xYMAALFmyRLjwX7lyBYMGDRKVHsgamp4vXz4MGjQIo0ePhre3t1bDRLNPA5HdMLRJP2nSJDRu3FihYCt24bEpU6Zg/PjxCAkJ0alQqGnahhjz5s2Di4sLYmJiMHv2bKGBKzY2Fv369dOYfvz48Wjfvj2GDBmC2rVrC1MPjh49Ch8fH5XpPD09sXr1aoXrqMyaNWvUNjYZSo0aNbBu3TphZVSJRILMzEzMnj0bAQEBGtPrUznL3tiza9cu2NnZ6XQeAlmNb61atdIqjYw+n4HsN9S1a1csWLBA9AJU2YcZDxgwAMOGDcPLly/h7e2tcD/KXphVRZd7YnYtWrRA165dMWfOHFSsWBEAcPHiRYwYMQItW7YUtQ87OzvExsbC1dVVbvv169c1Dpl+8OABunfvrjCcl0QO99b3WqTrdUDWUaFvYxfwv2k8MkSE2NhYrF+/Xu1Cmnny5EGfPn0AZN1DZs2aJaqhWRl9vsNu3boJ5QjZb8nFxQVLly7VWCYCshqYszdIXLx4ESkpKahSpYroBapmzJiBgQMHYuLEiahcuTIA4MKFC5g8eTJmzZolt4jvt7BY3Pcs53cikUjktsmu4bLfxpYtWzB8+HDMmTMHVapUgbW1Nf78809cvHhR77zkbFQV+7rcypNEIlGohGfvVClfvjyePHmCQ4cO4fjx42jdujXq1KmjdjqGUnr1gzOVfH19hWE2TZo0oY4dO9K///5LI0eOJDc3N1H72LBhA7m7uwvDmgoXLkyrVq3SmO7AgQNkbm5OXl5e1L17d+revTt5e3uTubm50oWgcsrMzKTIyEhasGABtWzZkhwdHalQoULUrl07WrFihai829nZkampKUmlUrKyshIWjpI9lMm+eIu6h5ghVSVKlKBBgwZRUlKSqPzm1KxZM+rQoQOlpKTIDck6efKkqCGijRs3JhMTE/L09KR58+bR27dvFV7z6tUrkkgkwt85F1eztrYmR0dHql27NtWuXZscHR3JxsZG9BD3V69eUUBAgMLCXbVq1aLXr1+L2sf+/fupatWqZGFhQQ4ODhQQEEDh4eEa082cOZMKFiyoMFSvYMGCNGvWLFHHLleuHFlZWZGJiQkVL16cihcvTiYmJmRlZSVq0R2irHP5yJEjNHv2bFq0aBFFRESIOjaR/Dlsamoq938x5zMR0aBBg8jHx4fMzMyoSpUqNGbMGDpy5IhW52VISAh5eXmRmZkZmZmZkbe3N61bt05UWl0WHsu5wJG1tTVZWVmRl5eXqM99wYIF9OnTJ+H/6h5fSmxsLF27dk1uisbFixfp3r17KtOcPHmSLC0tydvbm4YMGUIzZ86kmTNn0pAhQ6hMmTJkZWUl+nxKTEykAwcO0NKlS7X+DG7dukVOTk7UoEEDMjU1pV9//ZVKlSpF+fPnFzWlpmPHjuTi4kKhoaEUExNDMTExtGPHDnJ1daVOnTqJyj8R0apVq8jT01P4LXh6etLKlStFp9eHvp8BEdGHDx+UXoffvn1L8fHxCts1LZ4pe07dkH87Ozu564S298TskpKSqG/fvmRmZiZcU01NTalv376UmJgo6jMYNmwYVa9enWJjY8na2poePnxIZ86cITc3N2EahSpVq1almjVr0sGDB+n69etaD/c2xCKI+ggJCVH7ECP7tB0XFxdyc3OjSpUq0ZgxYyghIUHUPiZNmqT0+p+cnEyTJk3SmF6f7zC7169f08ePH0W99sWLF1StWjUyMjKimjVr0rt376hRo0bCb6FkyZL04sULUfvK+RvK/hvL/rfYBQWZcjmHRxMRFStWjObNmye3DdmGTQcFBVGtWrXknq9du7bc8HCxw8X79+9PRP8bLi5mqgyUDOEWkydlw8WdnZ3VDhd3cnKiJUuWCH8/ePCAAKhclO3w4cMEQOk9RB3uyc4lgwYNQmxsLABgwoQJaNCgATZu3AhTU1MEBweL2kdgYCACAwORnJyMxMRE0aEvfvnlFzx48ABLly7FP//8AyBr0ZQ+ffqI6smWSCQoU6YMypQpgwEDBuDq1atYvHgxNm7ciK1bt6Jnz54a96EpFIQy2Xvt9PX8+XMMHDhQ5yFZp0+fxrlz5xSGZru4uOD58+ca0zs5OSEiIkLoNVMmX758cj19OYdG5+z1EfPdZTdgwAB8/PgRd+7cEaYY3L17F507d8bAgQOxefNmjfto1KiRxqkNyowaNQqjRo3CkydP5EJ45Wx9V0eXhXZykkgkqFevnk7DfHQ5h1Xt48OHDzh9+jQiIiLwxx9/4M6dO/Dx8cHZs2fVpp87dy7GjRuHoKAgYUjWmTNn0KdPH7x580YY+pyTPguP6fu5z5s3D4GBgTA3NxeGGysjkUgUQskoExISAkdHR+E8HDlyJFasWIHSpUtj8+bNClNqlClQoIAwGiIhIQEnTpyAh4eHysXjAMDf3x+3b9/G0qVLceHCBbnzuGHDhujTp4+oHsnr16/jl19+QXJyMpKSkpA3b168efMGFhYWcHJy0vgZeHl54cGDB1i8eDGsra2RmJiIli1bon///ihYsKDG4y9btgzDhw9H+/bthZZ6Y2NjdO/eHX/++afG9EDWPWzOnDkYMGCA3CKEQ4YMQXR0tMbQRtnFxcXJheTLPnxXFRsbG9y7dw9Lly5V+AzELiLVtm1bNGnSRKHXc9u2bdi7dy8OHjwot90QozAMcQ2RsbCwwN9//40///wTUVFRAIDixYuL7iECgOnTp6N///5wdnZGRkYGSpcujYyMDLRv3x5jx45Vm/bGjRu4evWq2t+MMoZcBBHIuodFR0cjNTVVbrumKUCDBg2S+zstLQ3JyckwNTWFhYWFqJ5cQ5wTkyZNQp8+fRTKJsnJyZg0aZLKMGAy+nyH2Yn53cmMGjUKRIRdu3Zh48aNaNy4MYyMjBATEyMce9q0aVi8eLHGfZ04ceKHCz34vShRogTWrVuHI0eOwNXVFevXr8fly5fVlttGjBiBCRMmoHjx4ihXrhzWrl2LGzduYOPGjV8sT4MGDcLMmTNRokQJ/PTTT5g7dy4+fPigdr+1atXC4sWLUaVKFWRkZGDUqFFyvfxz585FwYIF4ePjA6lUiu3bt6NAgQLaj0DRqkrOdJaUlERXr16luLi4r50Vja5evSoslmNvb0/Gxsbk4+NDQ4YMod27d2tMn5qaSl27dqXHjx8bLE/x8fG0a9cutT1P2bVo0YK2bt2q8/Hs7Ozozp07RCS/uMjp06fJyclJbdrU1FSqVauW6HBnucXGxoYuXbqksP3ixYtka2srej8pKSkUExOjdciVr+Fb7EUlyloQJjQ0lIKCgsjLy4ukUik5ODhoTOfi4qK0lyU4OJhcXFxUpjPkwmNfW8mSJYUF7M6dO0cWFha0fPlyatKkiahRHb/99puw2E9ycjKVKFGCTExMyNjYmHbs2JGreSfKakHv2bMnZWRkCNeS6OhoqlmzJoWGhub68WUSExOFEJJiez5lHB0dlS6muWnTJlHnsez4Xbt2JSMjI7mQfN26ddM4skPfEGJERPb29kpDiN27d4/y5s2rNm1ERITSBdvS0tK0Gh3zNWVmZtKzZ88oOTmZoqOj6cCBA7R161bR9ylfX1+lC1FqYqhrUVRUFJUpU0ZhX2JDoCnz4MEDql27tlaLe2UnK5doE5pOIpEoHUkWFhZGjo6Oovfz7Nkzrb9DIqLt27fTb7/9RpUqVRI9IqxgwYLC4lhv374liURCx48fl8u72BGa7MvQpSf78+fP1KVLF7K1tSU7Ozvq27cvjR49Wm1PdkZGBk2cOJEKFy5MJiYmKkN46dqTLSZPaWlpNGjQILKxsSE7OzsaOnSoxhBez58/p3r16pGlpSWVKFGCDh48KLfw2YoVK6hcuXJCmMTatWsrXQhX43vSOgUTRd8hQdrG1MwZh1vdQxMjIyPy9fWlYcOG0d69e0XFJM7JxsZGr0q2vgXjVatWUdGiRWnChAm0Y8cO2rNnj9xDk9atW1PPnj2JKKuS/fjxY/r48SPVqlWLunTpojG9o6OjXpVsZQVameHDh4vah6rVbK9duyZqVeYHDx5Q9erVFc49sUO5dI2zndOVK1do/fr1tH79eo0XORcXF3rz5o3wf1UPMTGeZV69ekW3bt3S+ndElLVCpbe3NxkZGZGjoyO1bNmSFixYQJGRkaJWrTQzM1O6qvGDBw/IzMxMY3oXFxeDNOxp8x0YWvbVwUeOHCmsjnr79m1RhdLsK1Nv3LiR3N3dKSkpif7++2/RK2O/f/+eVq5cSWPGjBGGi129epX+/fdfjWltbW2FVfptbW2FAvmFCxfIw8NDY/pDhw7JVW4WL15MZcuWpXbt2smtGJ6bbG1tlV7P7t+/L7rBrlevXuTm5kYHDx6k+Ph4io+PpwMHDlDx4sWpT58+atOqGmr89OlTUZEGiLJWCL9586bCdjHRDgxRyTfEPvSRkZFBJiYmOt+XwsLCqEqVKnTy5El68+aN8B3KHproey1q3LgxNWvWjOLi4sjKyoru3r1Lp0+fpooVK9KpU6d03u/ly5dF/Q6J9CuXyKYOSKVShWkENjY2JJVKhRWZc8uCBQvIysqKgoKCyNTUlHr37k116tQhW1tb+v3331WmMzc3p+joaOFvS0tLufvSs2fPREfcqFGjBo0bN46OHz8uNIiz78fo0aOpWrVqXzsb3w2uZOcSfW+oDRo0oNKlS9Pff/9Nu3btot27d8s9ctI0f0ybkDFibpiadOrUiebOnatzen0Lxvp+BjExMVS6dGkqVaoUGRsbU+XKlcnBwYE8PDyUfq85DR48mEaNGqX5japga2urNITX4MGDqUCBAqL20bRpU6pZsyY9f/5c2Pbvv/+Sn58fNW/eXGN6fefgOTo6qizUahoNQGSYOeX6uHLlCnl6eir9XYktFP/666+0aNEitSHN1PH09FSY70RENGXKFPLy8tJpn9rQ9zvIzMykbdu2Ud++falVq1YK6w6IkS9fPqFiX65cOWE++qNHj0SFsMpeQOzYsaPwu3z27Jmo9JGRkeTo6Eju7u5kbGwsjGr5448/5MKhqJK9wa1EiRJCr9m9e/dEVRC9vLyEtTRu3rxJpqamQmhFMQ1+iYmJNHbsWKpSpQoVL16cXF1d5R5iBAUF0ZAhQxS2Dxs2THTFwMHBgU6ePKmw/cSJEyobSwwRfkvG39+fgoKCFLb369dPLtSNMqp6H+/fvy+qwVK2D2X3jufPn3+x0EWlS5dWG65HnZw9x196/qyDg4PQuGljYyM0XIWFhYluLFPm+vXror9DfcolwcHBtHbtWpJIJLRgwQIKDg4WHps2baJz586JykN6ejqtWrWK2rVrR7Vr19YqBJiHh4fQgJ99hN64ceOEObTKFC1alC5evCj8PWrUKLm5qTdu3BDdCz9lyhSqW7cuWVpakpmZGVWrVo3++OMPOnr0qM5r6LDcl5mZSY8ePaKff/6ZevXq9bWz893gOdm5hP5/xc2cIiMjRYXEOXPmDE6fPq1y6fycDDFXSEa2oqOuq1IDWfMoJk+ejLNnz6JChQoK88Y0zUOMj48XPqfDhw+jVatWsLCwQKNGjTBixAiNx9d3JdEiRYogMjISW7duRWRkJBITE9G9e3cEBgYiT548GtOnp6djzZo1OH78uNL3r2l19I0bN6Jdu3bYv38/qlevDiBrjvXOnTtFz11fvHgxmjZtChcXF2E+d0xMDLy8vLBhwwaN6XWdgyeTmJioNNyYiYmJ3AqiqhhiTrkM6bAicrdu3VCyZEmsXr0a+fPn12kembpV2MWYNGkS2rRpg1OnTglzss+ePYuwsDBs27ZNY/qcq+HKSCQSmJubw93dHTVr1lQZwkbf72Dw4MFYvnw5AgICdP4M69atix49esDHxwcPHjzAL7/8AgC4c+eOqLmczs7OOH/+PPLmzYvDhw9jy5YtAID379/D3NxcY/qhQ4eia9eumD17NqytrYXtv/zyC9q3b68xvY+PDy5fvowSJUrAz88P48ePx5s3b7B+/XqVYe6ye/LkibCKeWhoKJo0aYLp06fj2rVrwmehTo8ePRAREYGOHTuiYMGCor+D7NEeJBIJVq1ahaNHjworAl+8eBHR0dGi5rICWXNOZZEGsnNyckJycrLSNIYIvyUzdepU1KlTB5GRkahduzaArGgJly9fxtGjR5Wmka3aLZFI0KVLF7mVsTMyMnDz5k1UrVpV7XFlv0HZZ5g9/GNGRgZOnTql8zVWWzNnzsSIESOwdOlSUededoZYMyUsLAzz5s0TyhWlSpXC4MGD1YbKk8nIyBB+f46Ojnjx4gU8PDxQrFgxYY6/OtnnhgP/Wxl88eLFCiGIVNGnXCKL9uHq6opq1arB2Fi34vegQYMQHByMRo0awcvLS6tranR0tHC+5smTR4gu0LFjR1SuXFnlnOpy5crh/Pnzwqr2M2fOlHv+zJkzolbYByDMG09PT8fly5cRERGB8PBwzJ49G1KpFJ8/fxb9ftiXEx8fj9KlS+Pnn3/G77///rWz8/34unX8/x5DDQkqVarUFx+WKfPq1Svy9/fXqwdR36G6JUqUoK1bt1JiYiLly5dPmJN548YN0XMA9aHvHDxNK6SLsXHjRrK3t6crV65Q3759qVChQnT//n2t3kdmZiYdPXqUFi5cSAsXLqRjx46JTqvrHDyZn3/+WenUiAkTJlD58uU1pjfEnHJ9Vua2srJSOlRbk5xTE9Q9xLh69SoFBgZS+fLlqXz58hQYGCj62uDi4kKWlpYkkUgob968lDdvXpJIJGRpaUn58+cniURCxYsXlxsKmJ2+34G9vb2oiAbqvH//nvr3709NmzaVm+s1fvx4mjp1qsb0S5YsIWNjY7Kzs6MyZcoIK4wvXLhQ1G/RxsZGWME6e+/P06dPRQ3Zv3z5Mp04cYKIsq6t9evXJ2traypfvryoESH29vbC+hDVqlWj5cuXE1HWXDcxQzRtbW3pzJkzGl+XkyGjPRAR1apVi3777Te5IaLJycn022+/Ue3atdWm7dKli0FGWF2/fp3at29PpUuXpgoVKlDXrl3VDp/u0qULdenShSQSCbVp00b4u0uXLtSrVy+aPn26xiHQsvueRCIhZ2dnuXthyZIlqV69enThwgW935sY2SMmmJuba73CuT5kv8O2bdsK62K0a9eOTExMaPHixRrTV69eXZiv2a5dO2rQoAGdOXOGOnXqRJ6enhrTKxuNlD9/fmrXrp3olbENUS7Rd5Sjg4ODztdUV1dX4d5RoUIFWrZsGRERHTlyRK/v/+LFi1qP1rp//z4tX76c2rZtSwULFqS8efOKGmHH2PeEe7INbP78+SAidOvWDZMmTZJbSdPU1BQuLi5qV5zOvh9tYmrmbKVVR9MqnAMGDEBiYqJePYj69qwPHjwYgYGBsLKyQtGiReHv7w8AOHXqFLy9vZWmWbhwIXr16gVzc3OVPXgymnrSAwICEBsbq7Cie3x8PAICAjTGBDVEq3/79u3x4cMHVKtWDfny5UNERATc3d212odEIkHdunVRo0YNmJmZaWz1zt7DPGvWLIwcORLTp09XGhtWUwxLXeNsy2RmZiqNvWliYiJqpIKuK3PL1K5dG5GRkVp/5mJX59YUWzYtLQ29e/fGuHHjRI08UGb69OlYsWIFVq1aheLFiwMAHj16hN69e6NXr16oVq0a2rZtiyFDhiiN/6jvd2Braws3Nzed8i5jZ2entIdl0qRJotL369cPFStWRExMDOrWrQupVAoAcHNzw9SpUzWmNzMzUzry4sGDB6JW6JXFWAeyem0PHz4sKt8y1atXx9ChQ1GtWjVcunQJW7duFY4vi/+ujr29vajRUzkZMtoDACxYsAD169dHkSJFULZsWQBZI7vMzc1x5MgRtWnXrl1rkDyUK1dOq1VvZcd1cXHBiBEj9IoVHxAQgJ07d8Le3l7rfRiKvqudf/jwAZcuXcLr168Vfv+aRjRMnz4d8+bNQ1BQkLBt4MCBqFatmrBitjpjx45FUlISAGDy5Mlo3LgxatSoAQcHB+E3oY4h4mRnL5cUK1ZMVLkkJ8oRm1cmJSVF6civnExNTbW+J8nUqlULe/fuhY+PD7p27Spc969cuSI61roysh5uMdq3b4+IiAikpKSgZs2a8PPzw+jRo1GmTBledZz950hI1S+e6SUiIkKvIUH29vZITk5Geno6LCwsFAq67969k/tbVnDURFPBHsgqGB8/fhw///yz3PZLly6hXr16GpfGN5QrV64IBWPZELsDBw7Azs5O6fAuV1dXXLlyBQ4ODmpDDkgkEjx+/FjtsaVSKV69eqVQiH7w4AF8fX01Dnfu1q0bFixYIDe8FACSkpIwYMAArFmzRiFN9uGZ2W3fvh3ly5cXKkmA5uHmQFahYtq0aVi2bBlevXqFBw8ewM3NDePGjYOLiwu6d++ukEYqlcrd6EjJtAfZNk3nEZD1fU2fPh03btxAnjx5UKZMGUyYMAF+fn4a0zZr1gwfPnzA5s2bUahQIQBZodkCAwNhb2+PXbt2qU3v6uqKSZMmKRT+QkJCMHHiRI0NQW/evEHnzp1RsWJFeHl5KfwGNTVWGYKtrS1u3LihVeiz7IoXL47Q0FCFaSfXr19Hq1at8PjxY5w7dw6tWrUSQg5mp+93EBISgsOHD2PNmjWiplmocvr0aSxfvhyPHz/G9u3bUbhwYaxfvx6urq7CdApNUlNT8eTJExQvXlyr63KPHj3w9u1bbNu2DXnz5sXNmzdhZGSE5s2bo2bNmgYN06RMdHQ0+vXrh5iYGAwcOFD43Q4ZMgQZGRkaGxQ3bNiAPXv2ICQkROeQhoaSnJyMjRs3CqElS5UqJXoKjiF9/vxZIQSUukbDJ0+eID09HSVKlJDb/vDhQ5iYmGgVgup7tW/fPgQGBiIxMRE2NjZy9wWJRKJQJsnJysoKN27cUKggPnz4ED4+PkhMTNQ6T+/evYO9vX2uVs4SEhLkzo2rV68iOjpadLlERvY7HTJkCKZMmaJ02sDTp0+FKRKqzJkzB48fP8bixYu1ft+ZmZnIzMwUrn9btmzBuXPnUKJECfTu3VtUJV+Z9+/fY9++faKmjkilUjg6OqJbt26oVasWqlev/tWvS4zlFq5k56KoqCisXbsWUVFRWLBgAZycnHDo0CEULVoUnp6eatOGhISofV42vyc3WFtbK50Pfv36dfj5+YmaT9utWze1zyurZCqja8FYV7LW3D179qBBgwZK5+B5eHho7I0yMjJS2hP+5s0bFChQAOnp6QppAgICROVRIpHgxIkTGl83efJkhISEYPLkyejZsydu374NNzc3bN26FfPnz8f58+cV0kRERIjKAwBRFWV9xMTEoGnTprhz547CnPK9e/dq7MUzNzfH7du3lRbqvL29Nc792rdvHzp27Kj0fBfbyKCvzp07o1y5chp73VWxsLDAqVOn5HpTAeDy5cvw8/NDcnIynj59Ci8vL6WFXH2/g0+fPqFFixY4e/YsXFxcFBoqrl27pvE9hIaGomPHjggMDMT69etx9+5duLm5YfHixTh48KBCfOOckpOTMWDAAOGaKmtsGjBgAAoXLozRo0erTR8fH49ff/0VV65cwcePH1GoUCG8fPkSVapUwcGDBzXGKfbx8RFdGBbzeWjLx8cHUVFRICKdv4P/guTkZIwcORLbtm3D27dvFZ5X93v28/NDt27dFO67GzZswKpVqxAeHq7x+K1atULFihUxatQoue2zZ8/G5cuX9V6/QayMjAzs3r1bmBft6emJpk2bqlyXQaZkyZL45ZdfMH36dJ0qRe3bt4ePj4/C3OW//voLV65cEdZKUCU+Ph4ZGRkKozLevXsHY2NjpY0kqhqulVHVcJ39Xl6rVi3s3LlT+1i5gNBQ+uzZMxQpUkTu85aNcpw8eTIqVaqkdj8tWrTAyZMnkTdvXnh6eir8nnfu3Kk0XXp6OqZPn45u3bqJGgGjjcjISJQvX17UPfH9+/c4ffo0wsPDERERgXv37qFcuXLw9/eHv78/6tWrZ9C8MfY18XDxXBIREYGGDRuiWrVqOHXqFKZNmwYnJydERkZi9erVSodmZpeblWhNatWqhUGDBin0Xg0ZMkRYMEaT9+/fy/2dlpaG27dv48OHD8LQYXX0LRhnR1oseiUb3k9EsLa2luthMTU1ReXKldGzZ0+V6RMSEkBZq/bj48ePcgsrZWRk4ODBgwoVbxlDD89ct24dVqxYgdq1a6NPnz7C9rJlywo9STnlRsU5NTVV6fDCokWLqk3n7OyMa9eu4fjx43I9X2IWyQEAd3d3bNu2TWGRjq1btyr0SCkzYMAAdOjQAePGjVO6YJNYSUlJiIiIQHR0tELvmaZpC/ouIBgQEIDevXtj1apV8PHxAZDVWNa3b1/hd3jr1i2VPeX6fgedO3fG1atX0aFDB50XPps6dSqWLVuGTp06yRXEq1WrJmq495gxYxAZGYnw8HA0aNBA2F6nTh1MnDhR47XE1tYWx44dw5kzZ3Dz5k0kJiaifPnyoj+DBg0a4O+//0bp0qWFqUIXLlzAnTt30LdvX616cbXtgQXET1/IDXv37kXDhg1hYmKicUqTlZUVfvrpJ+GeY2gjRozAyZMnsXTpUnTs2BFLlizB8+fPsXz5coWFnHK6fv260l7KypUryw1/VufUqVOYOHGiwvaGDRtizpw5ovahr0ePHuGXX37B8+fP4eHhAQCYMWMGnJ2dceDAAbnRUjk9f/4cAwcO1LnXsXTp0pg2bRrCw8Plfgdnz57FsGHD5EZkKLuutW3bFk2aNEG/fv3ktm/btg179+5V2tiWs1f42rVrSE9PF977gwcPYGRkhAoVKqjMt5WVFd6+fQsnJyeEh4cjLS1N/JvOJvu0gV27dsHOzk6nBTnt7OzQokULrY9vbGyM2bNni16oMDtNHSuyBdTEsLe3R9OmTYWRYI8ePcLUqVPx559/YtasWV+k8ZqxL+ZrTAT/EVSuXJnmzJlDRPKL5Vy8eJEKFy4sah+PHj2iP/74g9q2bSsslHHw4EG6ffu2xrSJiYl04MABWrp0qbDIiOyhSXR0NJUrV45MTEzIzc2N3NzcyMTEhHx8fCgmJkZU3pXJyMigXr160axZszS+duDAgVShQgU6ffo0WVpaCp/f7t27RYfrWLVqFXl6epKpqSmZmpqSp6cnrVy5UlTaiRMnUmJioqjXZqcsxEn2h5GRkajFmgzB3Nycnj59SkTy5+CdO3dEhS4iylp06q+//qLu3btT9+7dae7cuaLjpusbZ1tfO3bsICMjI6pfvz5NnjyZJk+eTPXr1ydjY2PauXOnxvRWVlbCgle6unbtGhUoUIBsbGzIyMiI8uXLJyw8JmYBQH0XEIyNjaU6deqQRCIRfgdSqZTq1q1LL1++JKKsEEpHjhzR632qYmFhodfieURZcbKfPHlCRPLncVRUlKiFx4oWLSqELcqe/uHDh6JD9+ije/fuNHbsWIXt48ePp65du2pMn5iYSP3796d8+fIpvaZ8y7KHrdIUXlIikZCxsbFeoR/VcXZ2FkKIWVtbC4sarlu3jho2bKg2rY2NjdLFBq9cuUJWVlaijm9ubi6Encru3r17XyyEV8OGDalBgwZy4ZfevHlDDRo0oF9++UVt2hYtWtDWrVt1Pra6a5mY65q9vb0QYz67e/fuUd68eTUef86cOdSkSRO52PLv3r2jZs2a0V9//aUyXcuWLSl//vzCYrDVqlVTCJslJnxWdvqUTfTRtGlTCg4O1jqdpnKNNvf0N2/eUGhoKA0YMIC8vb3JyMiIHBwcqEWLFjR//nyt88a+rGLFitG8efP0fo2+1q5dK3oB3K+Je7Jzya1bt7Bp0yaF7U5OTnjz5o3G9Pr0hF+/fh2//PILkpOTkZSUhLx58+LNmzewsLCAk5OTxt4vfXuvVJFKpRg6dCj8/f0xcuRIta/dvXs3tm7disqVK8u18np6eiIqKkrjscaPH4+5c+diwIABQqv5+fPnMWTIEERHR2Py5Mlq00+YMAHp6ek4fvw4oqKi0L59e1hbW+PFixewsbGRm0+V3cmTJ0FEqFWrFkJDQ+WGtpmamqJYsWKie2quXLmCbdu2Ke0BVTUkLLvSpUvj9OnTKFasmNz2HTt2CL2amo5fv3595MmTR1jYZO7cuZg2bRqOHj2qMaRbly5dYGxsjP3792sVOig7fUK+tGrVChcvXsS8efOwe/duIf2lS5dEvf+WLVvi5MmTant3NBkyZAiaNGmCZcuWwdbWFhcuXICJiQk6dOiAQYMGaUyvzwKCRITU1FTs3bsX0dHRQpgbDw8PoScHUD9NQd8QYM7Ozhp7WjUpUKAAHj16pDDv9cyZM6IWVYuLi1M6eiQpKUn0ORkWFoawsDClIzI0TX3Zvn07rly5orC9Q4cO8PX11Zh+5MiROvfAZpc9JKOnp6eo34C+sn9WmhaeSk1NxaZNmzBmzBidp0eo8+7dO+F8sbGxEeYQV69eHX379lWbtmbNmpgxYwY2b94snOsZGRmYMWOG6DUBvL29sXXrVowfP15u+5YtW4QQbbktIiICFy5ckLsvOTg4YObMmRrDWMnCVN29e1fpQpia1qjQdzHUlJQUpdOs0tLS8OnTJ43p58yZg6NHj8otPGdvb4+pU6eiXr16GDZsmNJ0GzZsQEhICKKiohAREQFPT0+95hBPmDABc+bM0blsIvP69Wu5a7qqEXLZNWzYEKNHj8atW7eUjoxS9R1aW1vjjz/+UDmU/eHDh+jdu7eofDs5OcHR0RE1atRAz5494e/vL3rROJa7YmJiMGHCBBw+fBhv3rxBwYIF0bx5c4wfPx4ODg6i93P58mWN06i04eLigsGDB2Pw4MHCtjZt2ogKYfnVfe1a/n9V4cKF6ezZs0Qk33uyc+dOcnNz05hen55wPz8/6tmzJ2VkZAhpo6OjqWbNmhQaGqrP29LbgQMHyNHRUePr8uTJI7zn7O//xo0bZGNjozG9o6Mjbdq0SWH7pk2bRIXaePr0Kf30009kYWFBRkZGwvEHDhxIvXv3FpVeFipIF5s3byYTExNq3LgxmZqaUuPGjalkyZJka2tLXbp0EbWP3bt3k62tLc2cOZMsLCzozz//pB49epCpqSkdPXpUY/rq1atTly5d5EKZpaWlUefOnalGjRoa01tYWNC9e/dE5VUZfUO+6Gvq1Knk6OhInTt3pr/++kvrESFEWeGTZL1Xtra2Qk/MhQsXyMPDQ6v8ZGZmUmZmpujXZ2RkkImJidoQRZroGwJs//79VL9+faEnWhfTp0+n0qVL04ULF8ja2ppOnz5NGzZsoHz58tHChQs1pq9Ro4bwOisrK3r8+DEREQUFBVH9+vU1pp84cSJJpVKqWLEiNWvWjJo3by730CR//vy0du1ahe1r164lJycnjen16YElygobFhAQoFdIxi8lISGBhgwZkiv79vb2pvDwcCIiql27Ng0bNoyIiBYsWKDxnnr79m1ycHCg4sWLCyG8ihcvTvny5RMdumjv3r1kbGxMnTp1ouDgYAoODqaOHTuSsbGxEJoqt9nb2wvlkuzOnDmjMYSTuhEIX2JEhb+/PwUFBSls79evH1WvXl1jeisrK+F3lN2JEydEj0bw9/en9+/fi3qtKvqWTeLj46lDhw5kbGwsNwIkMDBQ4ygzXb9Df39/tSMQb9y4QRKJRGPeiUjUSEyirHPy8+fPol7L9BcVFUVOTk5UvXp1Cg8Pp2fPntHBgwfJ09OTSpQoIYx++RK91Dl9jWMaCleyc8mwYcOoevXqFBsbKxSMzpw5Q25ubjRx4kSN6S0tLYXCYPZK5pMnTzQOkTREwf748ePUqFEjYbh4o0aNtIqxPGTIELnH4MGDqU2bNmRlZUX9+/fXmF7fgrGtra3SysX9+/dFDTFp1qwZdejQgVJSUuQ+/5MnT5K7u7vG9DJJSUl07949ioyMlHto4u3tLVQkZcfPzMyknj170vjx40Uf/9SpU1SnTh3Kly8f5cmTh6pVqyZ6aLC5ubnSSvKdO3dExefVN8524cKFadGiRQrbFy9eTIUKFRK1j/T0dNqxYwdNmTKFpkyZQjt37qT09HRRafUdqk2UVaCSnYclSpSgw4cPE1HWEEcLCwtR+9BnaGHp0qWFodK62LRpE/n7+8sNm3/48CHVqlWLtmzZQjExMVStWjVq1aqV0vTZ4/JaWVnpFJc3MzOTpk6dKlT2JRIJmZubKx2Crczp06fJysqK+vTpQ+bm5jRo0CCqW7cuWVpa0pUrVzSmL1CggOjY6srMmDGDzM3NacCAAbR+/Xpav349BQUFkYWFBc2YMUNjektLS3r27BkRZf0mLl68SEREjx8/FjXto3Xr1uTr6ys31PbOnTvk6+tLbdu21fFd6e7OnTt06NAhnWLG62Pu3LlC49ixY8fI3NyczMzMSCqVihqm+vz5cxozZgz98ssv1KpVK5o0aZLcsGsx9u/fT1WrViULCwtycHCggIAAoeL/JXTs2JE8PT3pwoULQqPd+fPnycvLizp37pyrx87MzKRt27ZR3759qVWrVtSiRQu5hyZnzpwhc3NzqlGjBk2cOJEmTpxINWrUIHNzczp16pTG9B07diQXFxcKDQ2lmJgYiomJoR07dpCrqyt16tRJ1HuYNGkSJSUlKWxPTk6mSZMmidqHvmWT1q1bC/eS+Ph4io+Pp8OHD5OHhwe1adNGVB60tWLFCrUNyy9fvhRVrtWGtbW1UO5iua9BgwZUpEgRSk5OltseGxtLFhYW1KdPHyLKqvBOnjyZ2rZtSxYWFlSoUCGFTo+cleL3799T9+7dydHRkaytrSkgIIBu3Lghl2bv3r3k6+tLZmZm5ODgIDRg+/n5EQC5B5H8cPH79+8TAIXy6ty5c+U6NW/dukUNGjQgS0tLcnJyog4dOlBcXJzuH5oIXMnOJSkpKdSjRw+htdHExIQkEgl16NBBVCFfn55wfQv2huhB9Pf3l3vUqlWL2rRpQ8uXL5frGVVF34JxUFCQ0h6RYcOGUb9+/TSmz5s3r9BQkbORQ0wF8/Xr19SoUSOVc5g0sbCwEHr/8ubNSzdv3iQiort371KBAgU0pjcEJycnpRXyw4cPq+yBk9304+PjKSwsjKpUqUInT56kN2/eyD0XHx+v8fiWlpZCr112Dx48EFW5ePjwIZUsWZIsLCzIx8eHfHx8yMLCgjw8PPSeay1W3bp1aePGjURE1KNHD6pYsSJt2LCB6tevTxUrVtSYfty4cWRpaUmjR48WKiOjR48mKysrGjdunMb0e/fuperVq4vubcvJzc2Nrl+/rrD92rVrQkPD2bNnVZ6Tsh47VQ9N0tPTKSIigt6/f08pKSl0584dunjxIn38+FGr9xEVFUU9evSgn3/+mUqVKkWBgYHCb0qTvHnz6n2+bN26lapWrSo0LlStWlX0/FZ9emCJsuYTX7p0SWH7xYsXv+ictqioKCpTpozQa5a9B+1rzC1/+vQphYaGqmz0bNGihXCdCgkJ+U/0qr1//56aNm0qt0aDRCKh5s2bq+0FTU1NJSMjI52vI0RZo8DMzMyoQYMG1LlzZ2FEgOwhxvXr16l9+/ZUunRpqlChAnXt2lX0SJ2kpCTq27ev0LAilUrJ1NSU+vbtK3r9FalUKqwxkN2bN29En8P6lk1UrXNx6tQppeU7e3t7oSLRtWtXSkhIEJXPry17uYvlrrdv35JEIqHp06crfb5nz55kb29PmZmZVKxYMbK2tqYZM2bQ/fv3aeHChWRkZCQ3OjJnJbtOnTrUpEkTunz5Mj148ICGDRtGDg4OQiPl/v37ycjIiMaPH093796lGzduCHl5+/YtFSlShCZPnkyxsbEUGxtLRIpzsn19fRUa3itUqCBse//+PeXLl4/GjBlD9+7do2vXrlHdunW1WktBF1zJzmXR0dF04MAB2rZtm9IKgyr69ITrW7A3RA+iIehTMA4KCiIbGxvy9PQUFu3y8vIiGxsb4SYneyhjZ2dHd+7cISL5i/3p06dFDfFs3749VatWjS5fvkyWlpZ09OhRWr9+PXl4eND+/fs1pi9cuLDwXr29vYXhZefOnRM1XD67lJQUiomJoWfPnsk9NBkwYAAVKVKEtmzZQtHR0RQdHU2bN2+mIkWK0KBBg5SmyblAirIFU8QOL2zXrh3Nnj1bYfuff/4pqsVen0V+DOXy5ct04sQJIsoatlu/fn2ytram8uXLK7TkKqPv0MLsPcnm5uZa9yTnyZOHLl++rLD90qVLQmPTkydPRC+kpwszMzNhJIu2UlNTqWvXrjqnJyIaOXIkTZ48Wef0+tK3B9bKykplQ8mXWPhNpnHjxtSsWTOKi4sjKysrunv3Lp0+fZoqVqwoqidSF/pUMExMTOjFixdEpLpypQtdr8eG9PDhQ6HRTmy5xNXVVdQ1SxV7e3s6cOCAzunVydn7pk5iYqIwokzbxU0lEonSKRZhYWGipsER6V82cXZ2VloOioyMVNroln3hWKlU+s1NEVGFK9lfzoULFwiAymkrc+fOJQD06tUrKlasGDVo0EDu+TZt2shNXcpeyT59+jTZ2NgoNFIWL16cli9fTkREVapUocDAQJX5UzZcPGcle968eVS8eHHh75y921OmTKF69erJ7SMmJoYA0P3791UeW1+88FkuWr16NebNm4eHDx8CyArHM3jwYPTo0UNj2unTp6N///5wdnZGRkYGSpcujfT0dAQGBmLs2LEa08pCKkybNg2dOnVC3759UaJECVHxqT98+CAX6kamXr16CjE+NdFlcY60tDT07t0b48aNw8qVK0Uf6+bNm/Dy8oJUKsXt27eFhblkC6U5OjrC0dERt2/fFtKoWvioXr16mD9/PlasWCG8LjExERMmTBC12MKJEyewZ88e+Pr6QiqVolixYqhbty5sbGwwY8YMNGrUSG36mjVr4tixY/D29sZvv/2GQYMG4cSJEzh27JjoMGoPHz5Et27dcO7cObntRCQqzvNff/0FiUSCTp06CQvOmJiYoG/fvioXXNI3DFn2hbY0hXzRRJ9FfgDDxHrPHp/ayclJY3z1nNLS0hRiXANAhQoVlC4ClNP8+fO1Ol5OuoQAS0hIEBY70xT6RcyiaF5eXnj8+LHKMGPqmJiYIDQ0FOPGjdM6rcznz5+xYsUKHD9+HGXKlFFY8ElVfN2crly5Iiw8Vrp0abVhg7LLvghYnTp18M8//+Dq1atwd3dHmTJlNKY3REhGQzh//jxOnDgBR0dHSKVSSKVSVK9eHTNmzMDAgQMVwi0ZQmpqKhISEuDo6IiQkBDMmjUL1tbWotL+9NNPGDNmDAICAkBE2LZtm8rzVUxYJH2vx4aia7nkjz/+wO+//47169crxKoWw9bWVtRChaoMHDhQ6UKMSUlJaNy4seh7j6WlpajfTXb29vaQSCSQSCQoWbKkXLkhIyMDiYmJcmEy1dG3bDJ27FgMHToU69evR4ECBQAAL1++xIgRI5Re56pUqYLmzZujQoUKICIMHDhQZdhAZfe0LVu2oG3btqLeW0xMDKKjo0XdX9m3h/4/pJwmsvJY9r9VlTUiIyORmJiosHDap0+fhPP/xo0bakPjitG2bVsMHz4cFy5cQOXKlbFx40aUL18eP/30k5CPkydPKl20OCoqCiVLltTr+KpwJTuX6Lu6tampKVauXInx48fj1q1bSExMhI+Pj6j4vvoW7Js2bYpdu3ZhxIgRctv37NmDxo0bi9pHQkIC+vfvj82bNwuryhoZGaFNmzZYsmSJEI9aGV0Lxj4+PoiNjYWTkxOePXuGy5cva7UiYnZz5sxB/fr1Ubp0aXz+/Bnt27fHw4cP4ejoiM2bN2tMn5SUJDQo2NvbIy4uDiVLloS3tzeuXbumMf3ixYvx+fNnAFmFGxMTE5w7dw6tWrXS2Mgio+/q3qampliwYAFmzJghXAyLFy+udmVVfeNsz5s3T+5ve3t73L17F3fv3hW22dnZYc2aNRo/BzMzM6XxOxMTE2FqaqoxL/rGejeEjh07YunSpQoVuRUrViAwMFBj+s6dO+t1/NWrV6Njx46oUKGCULlMT09H7dq1sXr1agBZcWSzx/m1t7cXfod2dnZKzzttKhZTp07F8OHDMWXKFKUr4oqJE717926tVqzO3mB38+ZNlCtXDgDkCsGAuPi2//77L9q1a4ezZ8/Czs4OQFZDZtWqVbFlyxYUKVJEdL4AoFixYgoRA9RZvHgxmjZtChcXFzg7OwPIKgx7eXlhw4YNWh1bHxkZGUIF19HRES9evICHhweKFSsmNMQamj4VjGXLlmHo0KE4cOAAJBIJxo4dq/T7ljVEamKIaAv60qdcsnjxYjx69AiFChVCsWLFFH6Hmu5rEydOxKRJk7BmzRqtYsPLHDhwAPb29pg0aZKwLTExEQ0bNhSVPikpCTNnzlQZJeDx48cq086fPx9EhG7dumHSpEly5RdTU1O4uLgoVDxU0bcheunSpXj06BGKFi2KokWLAgCio6NhZmaGuLg4LF++XHjttWvXsGHDBsybNw9RUVGQSCSIj48XyhZijzdp0iR07doVTZo0QalSpeSej4+Px9mzZ7FhwwYcO3ZMuC+w74e7uzskEgnu3bunNAb7vXv3YG9vj3z58mm978TERBQsWBDh4eEKz8nuh7pcD3IqUKAAatWqhU2bNqFy5crYtGmTXNSIxMRENGnSBLNmzVJIW7BgQb2PrwpXsnPJ0qVLsXLlSrRr107Y1rRpU5QpUwYDBgxQejMbOnSo2n1euHBB+L+63pM1a9YgICBAp54fQHMPYvbWZFXhwHr27Inr16/jwIEDcjfzQYMGoXfv3tiyZYvaPOhSMLazs8OTJ0/g5OSEp0+fagwZo06RIkUQGRmJLVu24ObNm0hMTET37t0RGBgo6oLg4eGB+/fvw8XFBWXLlsXy5cvh4uKCZcuWifpBZ+8pkEqlGD16tNbv4caNG7h69arQkqcrCwsLnUNsfPjwAatXr5YLHdStWzeVjSz6hnnJrnHjxujVqxdWr14thCC7ePEi+vTpozHcDADs2rVLYVtmZib69u2rNqyXj4+P6AK0mAaX1atX4+jRo6hcuTKArPcQHR2NTp06yV0zNPWofv78WSEUnLoKKukYAuzEiRPC+atvgRKAMHKkadOmcp+r2Ip6iRIlMHnyZJw9e1ZpJV3ZNcyQDXY9evRAWloa7t27J3xu9+/fR9euXdGjRw+NjaADBw6Eu7u7Qj5llR5NoxVyKySjtry8vBAZGQlXV1dUqlQJs2fPhqmpKVasWKFXD6c6+lQwqlatKtxzpVIp7t27p3DtJiJER0eL2p+hrsf60KVcItO8eXO9jt26dWts3rwZTk5OcHFxURgRoulaePToUdSoUQP29vYYPHgwPn78iPr168PY2BiHDh3SePwePXogIiICHTt21LqRQ9ZY6erqiqpVqyrk/UvS9nvInz+/MPLM1dUV69ev1+paFhERgb1792LRokUYM2YMLC0tkT9/fpibm+P9+/d4+fIlHB0d0aVLF9y+fRv58+fXKn+qfI1GqB+Vg4MD6tati7///htDhgyRK+O+fPkSGzduRKdOnYTvJHtdRPZ3zsYXmfLly+Ply5cwNjZWCMMpU6ZMGYSFhaFr165Knzc1NRXVIB8YGIiRI0eiXbt2ePz4sdwIjPLlyyM0NBQuLi4wNv5yVV8JiR0fwLRiZ2eHy5cvK/Q8P3jwABUrVsSHDx8U0uQsrF67dg3p6elCwezBgwcwMjJChQoVcOLECZXHLlGiBB4/fozChQvDz88Pfn5+8Pf3h7u7u6i8i62cSyQSla2/lpaWOHLkiEIM0dOnT6NBgwZISkpSu++pU6dizpw5qF27tuiCca9evbBu3ToULFgQ0dHRKFKkiMr4veparQ1hw4YNSE9PR5cuXXD16lU0aNAA7969g6mpKYKDg9GmTRuN+4iKisLatWsRFRWFBQsWwMnJCYcOHULRokXh6empMf3PP/+MefPmiY7jCmTFhg4ODoaNjQ1atGih9kZnZWUFT09P9OnTR2mlWVmc7cuXL+PTp0+i4mzr68OHD+jcuTP27dsn1wvbtGlTBAcHqx1Noc79+/fh7++P2NhYpc9n72n5/Pkz/v77b5QuXVquwerOnTvo168fZsyYofZY6mJYZyeRSJReE5KSkjBq1Chs27YNb9++VXhe3Y0rMzMT5ubmuHPnjqgRNLklIiJC7fOaRk+ou56puoY5ODjg4MGDqFSpEqRSKV69eqVTKz6Q1Up/7tw5hbjUV69eRY0aNZCcnKw2feHChbF3716F4eXXrl1D06ZN8e+//+qUry/tyJEjSEpKQsuWLfHo0SM0btwYDx48gIODA7Zu3Zrro0NcXV1x5coVnRpLpFIpnj9/rlDJfvv2LZycnEQVAHW5HhuaLuUSQ2ndujVOnjyJX3/9Ffnz51e4t0yYMEHjPm7evImAgABMmDABmzdvhpmZGQ4cOCAqJq+dnR0OHDig11BmTQ0qsp7l7523tzcOHjwojHyRefPmDc6cOYNnz57h06dPcHR0hI+PD3x8fCCVSlXub+/evWjYsKFWjRPW1taIjIzMtQY4Ju/hw4eoWrUqSpUqhalTp8LV1RV37tzBiBEjkJKSIky9c3Fxwfv37/HHH3+gefPmOHbsGAYNGoQDBw6gfv36AOTjWhMRatasiY8fP2L27NkoWbIkXrx4gQMHDqBFixbw9fVFeHg4ateujbFjx6Jt27ZIT0/HwYMHhemp9erVQ548efD333/DzMwMjo6OCA4OxuDBg+WuWR8/fkT+/PlRsmRJODo64vjx48JzL168QLly5eDn54eRI0cib968ePToEbZs2YJVq1aprCvoi3uyc4kuwzyz9/rMnTsX1tbWCAkJgb29PYCs4atdu3ZFjRo11B774cOHeP78OcLDw3Hq1Cn89ddf6N27NwoWLAh/f3+NQwQN0Zvo4OCgtBJja2srvB91Vq9eDTs7O1y9ehVXr16Ve04ikSitZK9YsUIowA0cOBA9e/YUPf9OmYcPH+LkyZNKh5aNHz9ebdoOHToI/69QoQKePXuGf/75B0WLFoWjo6PGY0dERKBhw4aoVq0aTp06hWnTpsHJyQmRkZFYvXo1duzYoTRd9jmws2bNwsiRIzF9+nR4e3sr3OBU9WLKCj+yoTyqpKSkYNmyZTh79iz27t2r8PyQIUPQtGlTrFy5Umg5TE9PR48ePTB48GCcOnVK7f4zMjIQHByscnifuoYmWf737NmDhw8fyvXgiW1sUiUqKkrtfOjshcUePXpg4MCBmDJlisJrYmJiNB5L357gkSNH4uTJk1i6dCk6duyIJUuW4Pnz51i+fLnKefUyUqkUJUqUwNu3b7WqZN+8eVP0a8XMjXR1dYWzs7NCoZyIRH2GulzPWrVqBT8/P6HHy9fXV+cGO2dnZ6SlpSlsz8jIEOZIq/P27Vul11IbGxu8efNGY3p9e8INRVYAA7KGJ/7zzz949+6dMN81tz158gRhYWFKrycSiUTjMFdl339iYiLMzc1VpjHE9diQ9J1+Aui+tsCBAweUNrxro0yZMti/fz/q1q2LSpUqYf/+/aKHmtrb2+s0lzw7FxcXtefql5pXn9uePn2q9Jrl6Oio04iGFi1a4OXLl8iXLx+MjIyEUULqKJvqxXJPiRIlcOXKFUyYMAGtW7fGu3fvUKBAATRv3hwTJkyQ++0MGzYMV65cwaRJk2BjY4O5c+fKXd+zk0gkOHjwIP744w907doVcXFxKFCgAGrWrCmMevD398f27dsxZcoUzJw5EzY2NqhZs6awj8mTJ6N3794oXrw4UlJSVM4dt7a2RpMmTbBt2zaF6T+FChXC2bNnMWrUKNSrVw8pKSkoVqwYGjRooLaBSF/ck21A2YdupqenIzg4GEWLFlU6zHPRokVq91W4cGEcPXpUocfy9u3bqFevHl68eCEqT8nJyTh9+jQ2b96MjRs3gohELZiUXUZGBm7duoVixYqJqiADWTft7du3KyzO0blzZ7Rs2RK9e/fWKg/a6tq1KxYuXKhzJXvlypXo27cvHB0dUaBAAbkbq0Qi0Ti0bfLkyRg+fLjC/OVPnz7hzz//1FhJr1KlCn777TcMHTpUrkX30qVLaNmypcreK6lUqjCkVpbn7NtUDbPNfgN0c3PTOEz27t27+Pnnn5WOTMiTJw+uX7+uMDzy7t278PX11diDFxQUhODgYDRq1Ejp8L6c87cNLef0DSJCbGwsDhw4gM6dO2Px4sUa92Fra4srV64oVFIfPnwIX19fxMfHGzTPORUtWhTr1q2Dv78/bGxscO3aNbi7u2P9+vXYvHkzDh48qDb9vn37MHv2bCxduhReXl6ijik7BzXdWsTOyVZVKBPbi6jrb/Hw4cNCg93kyZNVXksGDRqk9vh79uzB9OnTsWTJEmG9jCtXrmDAgAEYNWqUxkKrl5cX+vTpg6CgILntixYtwtKlS+XWK1Dmv9ITrq/Jkydj0qRJ8PX1VXo9UTY9RHYNWLBgAXr27Cl3DmVkZODixYswMjLC2bNnlR5T3+uxIRiqXKLv2gI//fQTtm3bptWiY6qm3jx79gxOTk5yFWxN9+QNGzZgz549CAkJUbuuiDqRkZFyf6elpeH69euYO3cupk2bhpYtW+q0X020aYh69+6d3sfT1IucvaGlVKlSShfnzK5AgQJYuXIlmjRpovfIIPbtK1iwIKZMmSJqkef/Ou7JNqCcq6PKCjU5V5C8c+eOxn0lJCQgLi5OYXtcXJzGFr6jR48iPDwc4eHhuH79OkqVKgU/Pz/s2LFDrnVIlcGDB8Pb2xvdu3dHRkYGatasifPnz8PCwgL79++Hv7+/0nQ5b4gPHz5UuThHbley165dq1f6qVOnYtq0aVqvpi4zadIk9OnTR+FmnpycjEmTJmmsZN+6dQubNm1S2O7k5KS290rfnk9t57V7eHgorJYrY2Njg+joaIVKdkxMjKjGjy1btmDbtm2iVnOXGTp0KKZMmQJLS0uNaxxomsOc8/cslUqRL18+zJkzR+PK4zJ58uTB2bNnFSrZZ8+eVdkDZsgh++/evRMKSjY2NkIBrHr16nKLgqjSqVMnJCcno2zZsjA1NVXoNVJWoDPkvHrgf5WQnDT1Isro+luURVi4evUqBg0apFWDXc5CcVJSEipVqiQ3osPY2BjdunXTWMkeOnQogoKCEBcXJwypDgsLw5w5c0T1QuvbE24onz9/xqJFi1SODhKzPoE+li5diuDgYHTs2FF0Gtk1gIhw69YtuQUTTU1NUbZsWQwfPlxlekOsSaAvQ5VL9F1bYM6cORg5ciSWLVumcm5mTvrOA895/KioKOTPn1+nOeEAULZsWYVtvr6+KFSoEP78889cq2R/qdEmmuja0NKnTx80a9ZMWKFd1vGizH9lNMCPKDk5GWfPnsWrV69ETWn8EXAl24AMeUNt0aIFunbtijlz5sgt2jRixAiNF/IGDRogX758GDZsGA4ePKhx2G9OO3bsEIY779u3D0+fPsU///yD9evX448//lDZam/IG6K+Q4X19f79e/z22286p1dVMYiMjBQ1ZM3Ozg6xsbEK80mvX7+OwoULq0yXc35qzoXHSpcuje7du6ucj6ztMFkjIyOlBQ8AaNOmDbp3746//voLVatWBZBVuRwxYoTcwjuqmJqaaj20Ozg4GL///jssLS3VhgQS0ytgiN/z4MGD0bdvX1y7dk3ud7xmzRq1q+cbasi+m5sbnjx5gqJFiwo9SRUrVsS+fftEXRd0Kdxps/K1OrJGEolEgnHjxintRZSt+q2Ovr9FXRrsDFko7tatG1JSUjBt2jRh2oGLiwuWLl0qalVrd3d3HD58WKEn/NChQ190vmP37t1x9OhR/Prrr6hYseIXX9goNTVVuA6JJbsGdO3aFQsWLNB6SLe+12NDMFS5JCIiAufOnZNb9NDDwwOLFi3SOIUNyJpClZycLESoyFnJVdZgJ2aetliGLJ/k5OHhgcuXL+fa/vWNEmEouja0TJw4EW3btsWjR4/QtGlTrF27VutyKfv2rVixAlOmTMHgwYNFr7b/X8fDxb9RycnJGD58ONasWSPMjTE2Nkb37t3x559/ql3oY/78+Th16hROnToFMzMzYeEzf39/UbHgzM3N8ejRIxQpUgS9evWChYUF5s+fjydPnqBs2bIaY98awtceKty9e3f8/PPPomNfysh6sOLj42FjY6MynuaSJUvU7mf48OG4ePEitm/fjpIlS+LatWt49eoVOnXqhE6dOokqfFy5cgUNGjSAubm5VguPGWqYbGpqKkaMGIFly5YpjbNtZmamNv2cOXPw+PFjLF68WHSBXCqV4uXLl6KHu38J27Ztw4IFC+SG1w0aNAitW7dW+npDDtmfN28ejIyMMHDgQBw/fhxNmjQBESEtLQ1z587V+B3qa926dWqfV1dJlC36FhERgSpVqij0Irq4uGD48OEq54sb6rf4NaWnp2PTpk2oX78+8ufPj7i4OOTJk0dprE9V1qxZg6CgIIwYMUJpT7i+8UnFsrW1xcGDB79aDN1Ro0bByspKr5jp+tD1evytKFmyJDZs2CDkXebSpUto3749Hj16pDZ9SEiI2ufFViRTU1OVNrx/iUXHcpZ9ZFOIJk6ciH/++Qc3btzI9Txkp23ECLFUDRfXdxFHIGtk0YgRI3Qess/Y94Qr2d+4pKQkuRjFYlbRzO7WrVuIiIjAiRMnsH//fjg5OWmcg1esWDGsXLkStWvXhqurK5YuXYpGjRrhzp07qF69ukL8YGVUVQ4+fPiA8uXLa1wsyNHREevWrdNqqLAhzZgxA3PnzkWjRo2ULlKjKnRZSEiIEE9z/vz5OsfTTE1NRf/+/REcHIyMjAwYGxsjIyMD7du3R3BwsKiVEGvUqAF3d3elC489fvxY48Jj+s5rl0lOThYdZzvnKA1ZOChPT0+F72Dnzp0K6fVdFdrQ4bd69OiBDh06qJxioYy27yEjIwO3b99WOaIgu2fPnuHq1atwd3fXam4koFuBLucaDmlpaUhOToapqSksLCxEzR/UtRfRUL9FQ8jIyMCuXbvkejCbNWsmKpSIhYUF7t27p9cIgaVLl2LatGnCWh4uLi6YOHGiqJ5wQyldujS2bNmi9Xmnj+xTRjIzMxESEoIyZcqgTJkyCtcTTdNH9KXv9fhr03dtAX09ePAA3bt3V5ieJHZO++XLl5GZmYlKlSrJbZfNq9c0rxhQnGMvO76zszO2bNnyRa4n+kSMEEtVJVvfhhYAqFWrFnbu3KnQk52QkIDmzZvn+ihFxr4krmT/RxERrl+/jvDwcJw8eRJnzpzBx48f4e3trXYYLZA1tGf+/PkoWLAgkpOT8eDBA5iZmWHNmjVYuXIlzp8/r/H42XsUs3v16hWcnZ0VCus5FSpUCOHh4aJ63nODLmF/souIiEC1atX0jscXHR2N27dvIzExET4+Plqt8qzvwmNfg6o4icooG8arbxg3Q4bfAoBmzZrhyJEjyJcvH9q1a4fAwECNleFvKRRdbhToHj58iL59+2LEiBEqVyRVJyEhASdOnMBPP/0kKuawoX6Lurpz5w6aNm2Kly9fyoVjzJcvH/bt26dxQTl/f38MHjxYp0qMIXrCDeXQoUNYuHAhli1bZrApBZroGwLPkL7H67GytQVk6wkA/1tbwNLSUmmDmTaj3jQ1osl+w6NHj1Y6uk3TdbVixYoYOXIkfv31V7ntO3fuxKxZs3Dx4kWNeQwPD5c7rmydDnd39y92fenfvz9OnjyJKVOmKI0YIXaVeHU2bdqEZs2aKXTqGKKhRdVClq9fv0bhwoWVrmrOvjwiQu/evbFjxw68f/8e169fFzU9y9CePn0KV1fXr3Z8fXEl+z/i5s2b8PLyglQqRZMmTXD27FkkJCSgbNmy8Pf3h5+fH2rWrCl6HsyOHTsQExOD3377TVjMIiQkBHZ2dmjWrJnKdLJ5oc2bN0dISIhc71FGRgbCwsJw7Ngx3L9/X+3xdRkq/K3RN861jLIVacXInz8/1q9fj3r16sltP3LkCDp16oRXr15ptT8xDLlol64MNdy9R48ewiqZ2cnCb+UMEaHK+/fvsX37dmzatAmnT5/GTz/9hMDAQLRv317lAkCGeg9AVg+OqsWmNPXe5VaB7sqVK+jQoYMQWk2d1q1bo2bNmggKCsKnT59QtmxZPH36FESELVu2oFWrVmrTX7t2DSYmJvD29gaQVVBcu3YtSpcujYkTJ8oNQ88NVapUQb58+RTCMXbp0gVxcXEqFw6U2bZtG8aMGYMhQ4agQoUKCgVfTT3DhugJN4S4uDi0bt0ap06dEj0n97/ka1yP9aVpiHd2yoZ7K+v5VUVTg52lpSWuXr0qqmFNGSsrK9y8eVOhd/bJkycoU6bMdxMyStuIEQsXLhS9b1Uj9GTs7e2RnJyssqElu5y/Z1lox3Llygkj1GQyMjJw+PBhLF++HE+fPhWdX5Z7Dh06hGbNmiE8PBxubm5wdHTM9YakLl264MOHD9i9e7ewLSMjA3FxcV/k+Lnh+8sxU8rHx0doHbxw4QIWLlyIJk2a6Fx5ydnaC2ieMxUZGSnXkpnz9SYmJnBxccGcOXOUplc2VPjQoUOihwrnFl0qubrGuc5u9erVmDdvHh4+fAggK47h4MGDRYdF0HfhMV0ZatEumbi4OKFRxsPDQ+Pwb31Whc5u+/btuHLlisL2Dh06wNfXV3Ql297eHr169UKvXr3w77//YvPmzVizZg3Gjx+vMpyeod7D9OnTMXbsWHh4eCB//vwKoeg02bdvn1Cg69q1qzDktVixYti4caPOlWxjY2PRYQhPnTqFP/74A0BWmCUiwocPHxASEoKpU6dqrGT37t0bo0ePhre3Nx4/fow2bdqgZcuW2L59O5KTk3N95d4bN27gypUrckPn7e3tMW3aNPz8888a07dt2xaAfAFYFiJNzDDZihUr4vr161+9kt2uXTs8f/4c06dPVzgXfwRf63qsD30X3Mq+6NrTp08xevRodOnSRRgZdP78eYSEhIgaFVS6dGm9VsM3MzPDq1evFCrZsbGxogvvM2bMQP78+RWiS6xZswZxcXE6RyPRhrYRI8SuXyORSDRWsvW5VpYrV05YXVy2NkR2efLk0Rjaln05UVFRKFiwoNaLRRqakZGR2tXov3nE/hPy5s1LFy5cICIiiURCr1+/1nlfkyZNUvtQRSqV0qtXr4iIyMXFheLi4rQ6bpcuXUQ/voRVq1aRp6cnmZqakqmpKXl6etLKlStFpa1cuTLNmTOHiIisrKwoKiqKiIguXrxIhQsX1ph+3LhxZGlpSaNHj6Y9e/bQnj17aPTo0WRlZUXjxo0TlYeUlBQaOHAgmZqaklQqJalUSmZmZjR48GD6/PmzqH1oK/s54OrqSm/evFH7+jt37pCFhYXS5xITE6lr165kZGREEomEJBIJGRsbU7du3SgpKcngec8pf/78tHbtWoXta9euJScnJ633l5qaSrt27aJWrVqRubk5FSpUyAC5VM/JyUnpexDL0tKSnj17RkREhQsXposXLxIR0ePHj8nS0lJjetm5K3vs3r2bli5dSp6entSgQQNReTA3N6fo6GgiIurYsSONGjWKiIiePXsmKg82Njb06NEjIiKaOXMm1atXj4iIzpw5Q0WKFBGVB32UKVOGwsLCFLaHhYWRl5eXxvRPnz5V+9Bk69at5ObmRosWuCVthwAAMPRJREFULaJz585RZGSk3ONLyZMnD924ceOLHe9b8zWux4Z09epVunnzpvD37t27qVmzZjRmzBhKSUnRmL5WrVq0adMmhe0bN24kPz8/pWni4+OFR1hYGFWpUoVOnjxJb968kXsuPj5e4/Hbtm1Lfn5+9OHDB2Hb+/fvyc/Pj3777TeN6YmIihUrRmfPnlXYfuHCBXJxcRG1D315e3tTeHg4ERHVrl2bhg0bRkRECxYsEFW2+FqePn1KT548IYlEQpcvX5a7hr148YLS09O/dhbZ/+vcuTMBEB7FihWjYsWK0bx58+ReV7ZsWZowYYLwNwBauXIlNW/enPLkyUPu7u60Z88euTS3b9+mRo0akbW1NVlZWVH16tXp0aNHNGHCBLljAqCTJ0/SkydPCABdv35d2Ed4eDj9/PPPZGpqSgUKFKBRo0ZRWlqa8Lyfnx8NGDCARowYQfb29pQ/f365fH5JXMn+j+jZsyeZmZmRi4sLSaVSKlq0KLm6uip9aFKuXDm5h6enJ1lYWJCNjQ35+PioTJe9oi+VSvWq6H9t+lZyLS0t6fHjx0QkX8l+8uQJmZmZaUzv6OiotECyadMmcnBw0Oq9JCUl0c2bN+nmzZu5XjnVtrEnPT1dZcG7V69e5ObmRgcPHhQKUgcOHKDixYtTnz59DJ73nGbMmEHm5uY0YMAAWr9+Pa1fv56CgoLIwsKCZsyYIXo/J06coB49epC9vT3Z2tpS165d6fjx45SZmZmLuc9SoEABevDggc7p9S3QyRpHZA+pVEr58+endu3a0YsXL0TloUSJErR161ZKTEykfPnyCRXWGzduiPotWFtbC59BnTp1aP78+USUVUk3NzcXlQd9HDhwgDw9PWn79u0UExNDMTExtH37dvL29qYDBw5orChERETIFSBk0tLSKCIiQuPxc34Hsu9B9u+X4uPjQ+fPn/9ix/tWfcnrsSH5+vrSjh07iIgoKiqKzMzMqF27duTu7k6DBg3SmD5PnjxKr0X379+nPHnyKE0jO0dlj5x/a3Me//vvv+Tm5ka2trbk7+9P/v7+ZGdnRx4eHkIjniZmZmbCfT072efxJcydO5cWLFhARETHjh0jc3NzMjMzI6lUKlzbNElJSaF//vlH6XVFjFevXtGtW7dytcHul19+EX2PYIb14cMHmjx5MhUpUoRiY2Pp9evXoivZRYoUoU2bNtHDhw9p4MCBZGVlRW/fviWirN9g3rx5qWXLlnT58mW6f/8+rVmzhv755x/6+PEjtW7dmho0aECxsbEUGxtLKSkpCpXsf//9lywsLKhfv35079492rVrFzk6Osrlw8/Pj2xsbGjixIn04MEDCgkJIYlEQkePHs3lT04RV7L/Qw4dOkSLFi0iiURCU6ZMofnz5yt96CI+Pp5atGhB69atU/manj17kqmpqUEq+gEBAfT+/Xul+QgICNDpPWhD30pu4cKFhRbv7JXsnTt3kpubm8b0tra2Kgsktra2GtN/LYZs7HFwcKCTJ08qbD9x4gQ5OjrmQu4Vbd26lapWrUr29vZkb29PVatWpa1bt4pOX6hQITI3N6fmzZvT9u3bv3iP1axZs0QVgFUxRIFOX0uWLCFjY2Oys7OjsmXLUkZGBhERLVy4kPz9/TWmDwgIoE6dOtG6devIxMSEHj58SERZreHFihXLzawTESlUbmUVg5x/q6ooZB8dkt2bN29EVS707Qk3lCNHjlDVqlV17olkX5e+I0JKlixJI0aMUNg+YsQIKlmypNI04eHhwiM4OJjCwsLktoWHh9OJEycoODhY1HtITEyk5cuXU79+/WjYsGEUEhJCqampotISEbm7u9P69esVtq9bt07UPU1fqampVKtWLbmywdOnTyk0NFRUJTcpKYm6detGRkZGZGRkJJRLgoKCRDUcX7lyhTw9PeWuYdmvZYaUvdzEvrx58+bJ3R/FVrLHjh0r/J2YmEgA6NChQ0RENGbMGHJ1dVX5m+vcuTM1a9ZMblvOSvbvv/9OHh4ecp0US5YsISsrK6Fs4OfnR9WrV5fbz88//yyMgvuSeE72f4ih5nEqY2Njg0mTJqFJkybo2LGj0tesWLECLVu2FBZs6tmzp855CA8PV7oC+efPn3H69Gmd9qmNtLQ0pSE9KlSooHIebXZt27bFqFGjsH37dkgkEmRmZuLs2bMYPny4qLA5HTt2xNKlSxUWplqxYoVBVg/NLYY8B5KTk5E/f36F7U5OTl9sJd7WrVurjGctxsSJE/Hbb7+JXnDQ0IYPH45GjRqhePHiKF26tNZrGwwZMkT4f506dfDPP//oHAJMV/369UPFihURExODunXrQiqVAsgKEzh16lSN6efPn4/AwEDs3r0bf/zxB9zd3QFkLe74JeabZZ+Xqgv6/7nXOb19+1ZUSMdnz56hatWqCvNO09PTce7cuS82V1t2f6pdu7bcdhI5t5x9XUQkLJx4/PhxNG7cGADg7Owsaq70vHnz0KpVKxw6dEgIo3Xp0iU8fPgQoaGhStP4+fkJ/69Vq5bSVanfvn2LOnXqiJo/bmlpiV69eml8nSo9e/bE4MGDkZaWJhdzfuTIkRg2bJjO+xXLxMREWEBMplixYqJ/w2PGjEFkZCTCw8OF3yOQdW2fOHEiRo8erTZ9t27dULJkSaxevfqHXFeBaZa9XGBpaQkbGxu8fv0aQNb6JDVq1FAoh2jj3r17qFKlity5V61aNSQmJuLff/9F0aJFFfIBAAULFhTy8SVxJfs/SFloI0OIj49HfHy82tfoW9HPfgO5e/cuXr58KfwtW4GycOHCWu1TF/pWcqdPn47+/fvD2dkZGRkZKF26tBDneuzYsaLysHr1ahw9ehSVK1cGkBXPMzo6Gp06dZKL/5rb8V21ZajGnipVqmDChAlYt24dzM3NAQCfPn3CpEmTvkg8Ul1iXOfUs2dPw2VIBwMHDsTJkycREBAABwcHvQtF2hToZP7991/s3bsX0dHRCg1nYs7dM2fOoHr16gqNXo0aNRJ1/DJlyuDWrVsK2//880+50GibN29G06ZNRVVctZG9oqAN2UKQEokEXbp0gZmZmfBcRkYGbt68KaqRICAgQGnlJD4+HgEBAV+kcisLy7Ns2TIhjBn7vvj6+mLq1KmoU6cOIiIisHTpUgBZq3MrawzNycvLC/fv38eyZcuEqAJNmjRBnz59hMVF1VHV2JSYmCjcH9QpWrSoEGklICBAYQE0VbJHbhk5ciTevn2Lfv36Cdcyc3NzjBo1CmPGjBG1P3116NABq1evxsyZM7VOu3v3bmzduhWVK1eW+yw9PT0RFRWlMf3jx48RGhoqNFSyH4dUKlX4nSoLt5azAi3rZAKyFrf7UtTl40viSjZTkDPkAxEhNjYW69evR8OGDUXtQ9eK/re0AqU+lVxTU1OsXLkS48aNEx3nOvvN/Pbt2yhfvjwACDc/R0dHODo64vbt20Kab7klWd/GngULFqB+/fooUqSIEAM1MjIS5ubmOHLkiCGyqFZcXBwaNGiAfPnyoW3btggMDPzu4jSGhIQgNDRUdIVUGX1CgIWFhaFp06Zwc3PDP//8Ay8vLyH8luz81qRWrVooXLgw2rdvj/bt22sV/k6dnAXz3r17o1KlSqIL39o4ffo0li9fjsePH2P79u0oXLgw1q9fD1dXV1SvXl1pGllkCCKCtbW1XAHF1NQUlStXFtWIo29PuCGYmJjAwcEBAQEBaq+B7Ns1b948vUaEuLq6IjY2FtOnT5fb/vbtWzg5Oals7JHdayUSCcaNGwcLCwvhuYyMDFy8eFHUdXn69Ok4deoUZs2ahZ49e6Jw4cLw8/ODn58f/P39VZ6X2SO3uLm54fLlyxg3bhzu3buHPHnyoESJEnINYLktPT0da9aswfHjx5WG9FN3TY6Li1NobAOy4p+LKUvUrl0bkZGRXMn+AeXLlw+xsbHC3wkJCXjy5IlW+yhTpgxCQkKQlpamtDfb1NRUY6NvqVKlEBoaKndfO3v2LKytrYVww98SrmQzBTlDPkilUuTLlw+dO3fO9dbaJ0+egIjg5uaGS5cuyYVrMjU1hZOTk1zvkyHlRiW3aNGicHZ2FvXa7DfzZ8+e4fLly3BwcNDnLX3XvLy88PDhQ2zcuFHo+WjXrh0CAwO/SIvonj175GJcz507V1SM629J3rx5Ubx4cZ3T6xsCbMyYMRg+fDgmTZoEa2trhIaGwsnJCYGBgXLDFdV58eIFtmzZgs2bN2PGjBkoU6YMAgMD0a5dO4PeVMX0pukiNDQUHTt2RGBgIK5du4aUlBQAWT3J06dPV4hrKyNrpHJxccHw4cO1rhAbqifcUPTpgWNfX9myZeXufTI5R4SoomtP9PXr14X0t27dkotrb2pqirJly2L48OEaj9+hQwd06NABQFbYroiICOzfvx/9+vVDZmamysK9nZ0dnjx5AicnJzx9+hSZmZmwsrISFX4vN2Qvmzx48EDuOU3XZF9fXxw4cAADBgyQe/2qVatEjQ5btWoVOnfujNu3b8PLy0uhotS0aVPR74N9X2rVqoXg4GA0adIEdnZ2GD9+vNZl8aCgICxatAht27bFmDFjYGtriwsXLqBixYrw8PCAi4sLjhw5gvv378PBwUFpCOJ+/fph/vz5GDBgAIKCgnD//n1MmDABQ4cOFaaSfUu4ks0AyFcwtW2dMiTZUNSvMazD0JVcbeNcK7uZ/+gsLCy+6pBrXWJcf0smTpyICRMmYO3atXI9QGItWLAAa9asQZcuXXQ6/r1797B582YAWbGxP336BCsrK0yePBnNmjVTGtc1J0dHRwQFBSEoKAhPnjzBpk2bEBISgjFjxqBmzZo4ceKETnn7UqZOnYply5ahU6dO2LJli7C9WrVqouaUjxw5Uq4B4NmzZ9i1axdKly6NevXqqUxnqJ5wQ9GnB459faqmz2gaqq1vT7RsTYOuXbtiwYIFsLGx0e0NIGudjzNnziA8PBwnT57E9evX4eXlpXZKUKtWreDn54eCBQtCIpHA19dXZeXi8ePHOudNLH3WeJg+fToaNmyIu3fvIj09HQsWLMDdu3dx7tw5REREaEx//vx5nD17FocOHVJ4jtdV+G8bM2YMnjx5gsaNG8PW1hZTpkzRuq7g4OCAEydOYMSIEfDz84ORkRHKlSuHatWqAciaXhceHg5fX18kJibi5MmTCp0ZhQsXxsGDBzFixAiULVsWefPmRffu3UVPw/zSJJRbzffsu2JkZKQwJOpr96I+fPhQ5TDV8ePHG/x4Dg4OOHjwICpVqgSpVIpXr17J9aRrY/z48Zg7dy4GDBggtBCfP38eixcvxpAhQzB58mSFNL169cK6detQsGBBREdHo0iRIl/1Zv61zZgxA/nz50e3bt3ktq9ZswZxcXEYNWrUF8tLWloaDhw4gA0bNuDAgQPImzcvnj9//sWOrysfHx9ERUWBiODi4qLQ83Dt2jW16QsWLIhTp07pPMS3QIECOHnyJEqVKoXSpUtj5syZaNq0KSIjI4XFSrSVkZGBQ4cOYdy4cbh586bBCnbW1taIjIw0+HBxCwsL3L17Fy4uLnLHePz4MUqXLo3Pnz+rTV+vXj20bNkSffr0wYcPH+Dh4QFTU1O8efMGc+fO1dhQMWnSJJ16wg0tICBA5XMSieSbbyz50TVr1gxHjhwRps906NBBmMajjux7j4iIQJUqVRR6omUjNXJ7GkHVqlVx/fp1lCpVSpibXbNmTdjb22tMe/jwYWExz8mTJ6tcZ2TQoEGGzrbBRUVFYebMmYiMjERiYiLKly+PUaNGwdvbW2NaFxcXNG7cGOPGjRM1Dz+ntLQ09O7dG+PGjYOrq6va186YMQN9+/b9aouGMmYIXMlmAAxbwTSElStXom/fvnB0dESBAgUUhqlqqhzowpCV3Hz58mHhwoVo166d3PbNmzdjwIABKldj/S/dzPXl4uKCTZs2KQxpvXjxItq2bftFRlycPHkSmzZtQmhoKDIzM9GyZUsEBgaiVq1a3/R8eJmJEyeqzeeECRPUpp89ezZevHiB+fPn63T85s2bo1GjRujZsyeGDx+OPXv2oEuXLti5cyfs7e1x/Phx0fs6e/YsNm7ciB07duDz589o1qyZVsPONcmtSrabmxtWrFiBOnXqyB1j3bp1mDlzJu7evas2vaOjIyIiIuDp6YlVq1Zh0aJFuH79OkJDQzF+/Hjcu3dPbfpPnz6BiIQeRLE94YzllH36zOnTp7WaPmOInmh95M2bF1KpFPXq1YO/vz/8/f1RsmRJrfbRtWtXLFy40KCRW74n1tbWuHHjhl5TkGxtbXHjxg2NlWzG/gu4ks0AfHu9qMWKFUO/fv2+aG8lYLhKrp2dHS5fvqzQOv/gwQNUrFgRHz58UJv+R7+ZA1nDEO/du6dwMxbbA6iL7NMmChcujHfv3qFBgwYIDAxEkyZNvugCN9+CzMxMNGrUCA8ePNApBNjjx4+RmJiIMmXKICkpCcOGDcO5c+dQokQJzJ07V9RK5WPGjMGWLVvw4sUL1K1bF4GBgWjWrJlOw9/Vya1K9owZM7BhwwasWbMGdevWxcGDB/Hs2TMMGTIE48aNE+ZHqmJhYYF//vkHRYsWRevWreHp6YkJEyYgJiYGHh4eGsPZ6dsTzpgy2afPPHz48JufPiOb0x0eHo6IiAicOnUKpqamwmrjXzsSxJcSFRWFtWvX4vHjx5g/fz6cnJxw6NAhFC1aVOOikp07d0aNGjVUTnkTo3PnzihXrpxceEjG/qt4TjYDAPTv3x9NmzbF06dP9Y5vbAjv37/Hb7/99sWPa6jwU/qGAMutMGzfE2dnZ5w9e1ahkn327FkUKlQoV46ZfV4+AMTExMDR0TFXjvUlqJr68eHDB5QvX15jg5m+IcCyV1gtLS2xbNkyrdIDwKlTpzBixAi0bt06V7+LYsWK6RW/U5XRo0cjMzMTtWvXRnJyMmrWrAkzMzMMHz5cYwUbANzd3bF79260aNECR44cEQqnr1+/FtUreO3aNWExyx07dqBAgQJyPeFcyWbaSktLw5UrV3Dx4kU8ffpUp6HDX5pEIkGZMmVQpkwZDBgwAFevXsXixYuxceNGbN269YeoZEdERKBhw4aoVq0aTp06halTp8LJyQmRkZFYvXo1duzYoTZ9yZIlMWbMGJz5v/buParmfP8f+HN3o6uULi5dpERKLjET33ToEI7jEuqYKMr9klvhHMKY4Vgol+UyJ6tTzSyJnOUy4xAimZIpJWZqlW7KEUMxSirV/v3Rsn9tu5va2Xvn+fjL/lxfnw9r26/P+/N+vX7+GXZ2dhLfl35+fi3GYGVlhR07diAhIaHR2gytOQaRouBINgEQn5Pdt29fxMfHi6piy4Kvry9GjBiBpUuXyiyGj9Wwrde7d+8QEREBU1PTRluAfao2ZIpsz5492LNnD/bu3Stq5xYbG4sNGzZg/fr1HVLpvuG0CWVlZTx9+lSm0ybaS0lJCU+fPpVo2/Ls2TOYmJhI9K3+kLa2NqKiotrcAqy9ST4AVFZWtqoPbkuqq6sbre9gamra7mO39vw5OTkoLy+HjY0NtLS0mty24RsV//nPfzBnzhzU1tbCxcUFV65cAVA/Qh4fH99oEaKG2jsSTvSeIk+fSU1NRVxcHOLi4vDzzz+jrKwMdnZ2ovnZ06ZNk3WIHc7R0RGzZ8/GunXrxN7c+eWXX+Dm5obHjx83u39zr3gLBIJWfZ9L4xhEioIj2QRAvLJ1YWGhVH7UfqyG/bktLS0RGBiIpKSkNj8x/dTCwsJga2sLFRUVCAQCDB8+HIBkC7DffvtNlmHKtYbJxYYNG1BSUoLly5eLksGuXbti48aNHdZKrmElWQAyryTbVhcuXBD9OSYmRqwVRm1tLWJjY1s1J669LcAKCgoaLUxWVVXV6sJxhoaGoh/zLi4uH92m4+HDh/Dx8UFiYqLY8vcthT5VRVw1NTXY2Njg9evXuHbtGqytrTFw4MBGt234RkVAQADy8vLw/PlzsUJTLi4umDFjRovnbe9IOH2+mpo+ExISonDTZ0aOHImhQ4fC2dkZixYtwpgxYxptEdSZPXjwAJGRkRLLDQ0Nm6wT05A06qDIsnsN0afGkWwCUD8nOyIiAr169ZLZnOzWFsKQ16edDUcN5aVCu6JprMp9ly5dkJmZCXV1dVhZWXX4DztFLz6Xnp6OoUOHNrleVVUV5ubmCAoKwpQpU5o9VlhYGC5fvvzRLcDeJ/nTp09HREREo0n+1atXkZWV1eKxzp49i8jISFy8eBHdunWDh4cH5s6dCwcHh1bFMnr0aKioqGDTpk2iNjwNtaZCcnu4u7tjzJgxWLlyJd6+fYshQ4YgPz8fQqEQUVFRmDlzpsQ+7S1EKc2RcPp8Nfw+7t27N9LT0xV2+szr168/+4dKffr0wenTpzFq1CixkeyzZ8/C399fNCAgbQ3f8muOQCBAUFBQh8RAJAtMsklE0ZMLWZO3Cu2KSJ7uoaIWn/tw6kdycnKbfxi3pQWYNJP8hsrKynDmzBmcPHkS169fh4WFBebOndtiOz9NTU3cvXsXAwYMaPW5pMnY2BgxMTGwt7dHZGQktm3bhvT0dERERCAkJARpaWkS+7S3EOWHD6vi4+NFI+Hv3wT45ZdfoKOjI7P7QvKvs02fAWQ/bUSW/P39cefOHURHR6N///5ITU3Fs2fP4OXlBS8vr0a7Taxbtw7ffPMNNDU1W0yWm+p1/2H7vtTUVNTU1MDa2hpAfUFYZWVlDB8+nK38qFNhkk0SFDW5kDV5eBtA0clblXtFJM0fxm1pASbNJL8pGRkZ8PT0bFWf7BEjRmD//v34v//7P6nG0Frq6urIzs6GiYkJvLy80KtXL+zevRuFhYWwsbFpsld4ex56ytPDKlJcnen7ODs7G76+vjKfNiJL1dXVWLFiBcLDw1FbWwsVFRXU1tbiq6++Qnh4eKN/t3p6esjOzkaPHj2k0us+ODgYcXFxiIiIEPUof/nyJRYsWAAnJyesX7++7RdIJGeYZJPcaO0rRUDTT0xljW8DtB/vYfvI+mFPR41+VVZW4sKFC4iMjMTly5dhZGSEOXPmYPfu3RLbvn79WvTnlJQUbNmyBbt27Wq0vkNHv0Lav39/fPvtt/jLX/6Cvn37IioqCuPGjUN6ejpcXFxanAvZloeenSk5ItnqLN/Hsp42Ik+Kiorw4MEDlJeXY+jQoRKtRhuS9jS43r1748qVKxLtwn799VdMmDABT548afOxieQNC5+R3PiwcFhTz3/kuYqptFqAfc54D9snJCQEbm5uoh/G7WnH15bq4DNnzsSYMWNEbdbaWzwuJiYGkZGROHfuHFRUVDBr1ixcuXIFY8aMaXIfXV1dse8JoVAIFxcXsW0+1QjWmjVr4OnpCS0tLZiZmeFPf/oTgPrWZHZ2di3u35Z2ftL8N0Cft87yfXzv3j2ZThuRBzt27IC/vz9MTEzEuse8ffsWe/fubXTqTffu3UVFcQsKCiRes/9Yr1+/xvPnzyWWP3/+HGVlZe06NpG84Ug2yQ0WDiOSrvZO/WhrCzBpjn5paGhgypQp8PT0xOTJk1vVy/rmzZstbvOes7Nzq7dtq5SUFBQVFWH8+PGi1l0XL16Erq4uRo8e3aHn5vQfItlPG5EHDafyNFRSUgJDQ8NGHzhK+60YLy8v3Lp1C0FBQRg5ciSA+vamAQEBcHJyQkRERBuujEg+MckmucF5hETyQVrVwaWR4JWVlXWaBPH9f7fy/DYOUWchT9NG5EFTv6uuX78ODw+PRkeYAek+NK2oqIC/vz/+/e9/4927dwAAFRUV+Pr6Yu/evdDU1PzIqyKSX0yySW7Iei4pEXVcdfC2Cg8Px/z58yWW19TUIDAwEP/85z9bPMarV68QGhqKzMxMAMCgQYPg4+PzyfrkhoaGYv/+/Xj48CEAwMrKCmvWrMHChQs/yfmJPkdKSkoS00Y+fMD1ORQ+6969OwQCAf744w/o6OiI3YPa2lqUl5dj6dKlOHLkSLPHkeZbMW/evBG1DOvXrx+Ta+qUmGSTXOksRVaIFNWnqA7+MXR0dODq6oqQkBBRNdqsrCx89dVXKCkpQUFBQbP7p6SkwNXVFerq6qLXE5OTk/H27VtcuXIFw4YN69D4t27diuDgYKxatQqOjo4AgNu3b+Pw4cNYu3YtduzY0aHnJ/pcNZw2UlBQABMTE4kH93V1dSgsLIS3t/enDu+TiYiIgFAohI+PDw4cOCD2cFFNTQ3m5uai7yYikh4m2SSXOI+QSDbkrTdubm4u5s6di6KiIoSFhSE7OxsbNmzA9OnTcfTo0RZHo52cnGBpaYnjx49DRaW+1mdNTQ0WLlyIvLw8xMfHd2j8BgYGOHToEObMmSO2/OTJk1i1alWL1cWJqP3aMh+5s7l586aoyjoRdTwm2UREJCKP0zbq6uqwZs0aHDlyBMrKyoiIiJBIWpuirq6OtLQ0iarCGRkZcHBwQEVFRUeELKKrq4vk5GSJNjnZ2dkYOXIkXr161aHnJ6Km5yM/evQINjY2ePPmjYwi+3RSU1Ohqqoq6mpw/vx5hIWFwcbGBtu3b4eampqMIyTqXPg4i4iIROSx/dPFixcRFRUFR0dHZGdnIzQ0FM7OzqI2Yc3R0dFBYWGhRJJdVFT0Sa5r3rx5OHbsGIKDg8WWh4SEwNPTs8PPT/Q5W7duHYD6YoOBgYHQ0NAQrautrcWdO3cwZMgQGUX3aS1ZsgSbNm2CnZ0d8vLy4OHhATc3N0RHR6OiogIHDhyQdYhEnQqTbCIiEiNPvXGXLFmCiIgI7Ny5E+vWrcOzZ8/g4+MDOzs7HDt2DO7u7s3u7+HhAV9fX+zbtw+jRo0CACQkJCAgIKDVo+HtFRoaiitXruDLL78EUN+yprCwEF5eXqIkAIBEIk5E7ZOWlgagvsDZgwcPxEZr1dTUYG9vD39/f1mF90llZ2eLHihER0fD2dkZkZGRSEhIwN/+9jcm2URSxtfFiYhIbtna2uLEiROwt7cXW37kyBFs3LgR5eXlEvvcv38ftra2UFJSQnV1NQICAvDdd9+hpqYGQH2F9GXLlmH37t3o0qWL1GNueP6xY8e2ah+BQIDr169LPRYiqq/zcvDgwc+iVVdTdHR0cPfuXVhZWWH8+PGYMmUKVq9ejcLCQlhbW+Pt27eyDpGoU2GSTUREcquqqqrJRDgrKwvW1tYSyxsWObKwsEBycjLU1dXFWsY0fG1U2ho7v76+foedj4ioJePGjYOJiQn+/Oc/w9fXFxkZGbC0tMTNmzfh7e3dYqcGIvo4SrIOgIiIqCnNjTQ3lmAD9cXG8vPzAdS37qmrq4OGhgbs7OxgZ2fXoQl2U+cnIpKlAwcOIDU1FStXrsTmzZthaWkJADhz5oxoKg0RSQ9HsomISK6dOXMGp0+fRmFhIaqrq8XWpaamSmy/ePFifP/99+jZs6dMKqTL+vxERK1VWVkJZWVlqKqqAqhvLzh16lRoamrKODIixcbCZ0REJLcOHTqEzZs3Y/78+Th//jwWLFiA3NxcJCcnY8WKFY3uI+sK6bI+PxFRa3Xt2lXs85IlS/DFF1/AwsJCRhERdQ4cySYiIrk1YMAAbNu2DXPmzIG2tjbS09NhYWGBrVu3orS0FIcPH252/wULFuDQoUMyS3JlfX4ioo/R8HuWiNqOSTYREcktDQ0NZGZmwszMDIaGhrh69Srs7e3x8OFDfPnllygpKZF1iEREnQaTbCLpYOEzIiKSW8bGxigtLQUAmJqaIikpCQCQn58PPiMmIiIiecQkm4iI5Na4ceNw4cIFAPWvXq9duxbjx4+Hh4cHZsyYIePoiIiIiCTxdXEiIpJbdXV1qKurg4pKfZ3OqKgoJCYmwsrKCkuWLIGampqMIyQi6jz4ujiRdDDJJiIiIiIi2Nra4tKlSzAxMZF1KEQKjUk2ERHJtcrKSty/fx+///476urqxNZNnTpVRlERESme6urqRr9LTU1NZRQRUefEPtlERCS3Ll++DC8vL7x48UJinUAgQG1trQyiIiJSLA8fPoSPjw8SExPFlguFQn6XEnUAjmQTEZHcsrKywoQJE7B161YYGRnJOhwiIoU0evRoqKioYNOmTejZsycEAoHYent7exlFRtQ5MckmIiK5paOjg7S0NPTr10/WoRARKSxNTU3cvXsXAwYMkHUoRJ8FtvAiIiK5NWvWLMTFxck6DCIihWZjY9PotBsi6hgcySYiIrlVUVGB2bNnw8DAAHZ2dlBVVRVb7+fnJ6PIiIjk2+vXr0V/TklJwZYtW7Br165Gv0t1dHQ+dXhEnRqTbCIikluhoaFYunQpunbtCn19fbF5hAKBAHl5eTKMjohIfikpKYl9Z77/yf/hMhY+I5I+JtlERCS3jI2N4efnh02bNkFJiTOciIha6+bNm63e1tnZuQMjIfr8MMkmIiK5paenh+TkZBY+IyJqp1evXiE0NBSZmZkA6udp+/r6olu3bjKOjKjz4bAAERHJLW9vb5w6dUrWYRARKbSUlBRYWlpi//79KC0tRWlpKfbv349+/fohNTVV1uERdTocySYiIrnl5+eH77//Hvb29hg8eLBEsZ7g4GAZRUZEpDicnJxgaWmJ48ePQ0VFBQBQU1ODhQsXIi8vD/Hx8TKOkKhzYZJNRERy5f79+7C1tYWSkhLGjh3b5HYCgQDXr1//hJERESkmdXV1pKWlSfTJzsjIgIODAyoqKmQUGVHnpCLrAIiIiBoaOnQoiouLYWhoiEePHiE5ORn6+vqyDouISGHp6OigsLBQIskuKiqCtra2jKIi6rw4J5uIiOSKrq4u8vPzAQAFBQWoq6uTcURERIrNw8MDvr6+OHXqFIqKilBUVISoqCgsXLgQc+bMkXV4RJ0OR7KJiEiuzJw5E87OzujZsycEAgEcHBygrKzc6Lbsk01E1LJ9+/ZBIBDAy8sLNTU1AABVVVUsW7YMu3fvlnF0RJ0P52QTEZHcuXz5MnJycuDn54cdO3Y0+Trj6tWrP3FkRESKq6KiArm5uQCAfv36QUNDQ8YREXVOTLKJiEhuLViwAIcOHeKcQSIiIlIYTLKJiIiIiIiIpISFz4iIiIiIiIikhEk2ERERERERkZQwySYiIiIiIiKSEibZRERERERERFLCJJuIiAAA27dvx5AhQ9p1jIKCAggEAty7d08qMTVFIBDg3LlzHXoOIiIiorZgkk1EpCCKiorg4+ODXr16QU1NDWZmZli9ejVKSko++liNJan+/v6IjY1tV4wmJiYoLi6Gra1tu47zXlOJf3FxMSZNmiSVc3xu5s+fj+nTp8s6DCIiok6LSTYRkQLIy8uDg4MDHj58iJMnTyInJwffffcdYmNj4ejoiNLS0nafQ0tLC/r6+u06hrKyMoyNjaGiotLueJpjbGyMLl26dOg5Osq7d+9kHYJUVFdXyzoEIiIiucQkm4hIAaxYsQJqamq4cuUKnJ2dYWpqikmTJuHatWv43//+h82bN4u2NTc3xzfffIM5c+ZAU1MTvXv3xpEjR8TWA8CMGTMgEAhEnz8cNX4/4rlr1y4YGRlBV1cXO3bsQE1NDQICAqCnp4c+ffogLCxMtM+Hr4u/fPkSnp6eMDAwgLq6OqysrMS237hxI/r37w8NDQ1YWFggMDBQlISGh4fj66+/Rnp6OgQCAQQCAcLDwwFIjsQ/ePAA48aNg7q6OvT19bF48WKUl5dLXMu+ffvQs2dP6OvrY8WKFc0mvO/vx7/+9S+YmJhAQ0MD7u7u+OOPP0TbJCcnY/z48ejRowe6desGZ2dnpKamih1HIBDg2LFjmDp1KjQ1NbFz507U1tbC19cXffv2hbq6OqytrXHw4EGx/dpy/4H6Nx7c3d2hq6sLPT09TJs2DQUFBaJrioiIwPnz50X3NC4ursX9Gsazc+dO9OrVC9bW1k3eOyIios8Zk2wiIjlXWlqKmJgYLF++HOrq6mLrjI2N4enpiVOnTkEoFIqW7927F/b29khLS8OmTZuwevVqXL16FUB9YggAYWFhKC4uFn1uzPXr1/HkyRPEx8cjODgY27Ztw5QpU9C9e3fcuXMHS5cuxZIlS/D48eNG9w8MDERGRgYuXbqEzMxMHDt2DD169BCt19bWRnh4ODIyMnDw4EEcP34c+/fvBwB4eHhg/fr1GDRoEIqLi1FcXAwPDw+Jc7x58waurq7o3r07kpOTER0djWvXrmHlypVi2924cQO5ubm4ceMGIiIiEB4eLkram5KTk4PTp0/jxx9/xOXLl5GWlobly5eL1peVlcHb2xs///wzkpKSYGVlhcmTJ6OsrEzsONu3b8eMGTPw4MED+Pj4oK6uDn369EF0dDQyMjKwdetW/OMf/8Dp06fbdf/fvXsHV1dXaGtr49atW0hISICWlhYmTpyI6upq+Pv7w93dHRMnThTd01GjRrW433uxsbHIysrC1atX8dNPPzV774iIiD5bQiIikmtJSUlCAMKzZ882uj44OFgIQPjs2TOhUCgUmpmZCSdOnCi2jYeHh3DSpEmiz40db9u2bUJ7e3vRZ29vb6GZmZmwtrZWtMza2lro5OQk+lxTUyPU1NQUnjx5UigUCoX5+flCAMK0tDShUCgU/vWvfxUuWLCg1de6d+9e4fDhw5uMqbH4Q0JChN27dxeWl5eL1l+8eFGopKQkfPr0qdi11NTUiLaZPXu20MPDo8lYtm3bJlRWVhY+fvxYtOzSpUtCJSUlYXFxcaP71NbWCrW1tYU//vijWKxr1qxp/sKFQuGKFSuEM2fOFH1uy/3/4YcfhNbW1sK6ujrRNlVVVUJ1dXVhTEyM6LjTpk0TO3dr9zMyMhJWVVW1eC1ERESfM45kExEpCGGDkeqWODo6SnzOzMz86HMOGjQISkr//78KIyMj2NnZiT4rKytDX18fv//+e6P7L1u2DFFRURgyZAg2bNiAxMREsfWnTp3C6NGjYWxsDC0tLWzZsgWFhYUfFWNmZibs7e2hqakpWjZ69GjU1dUhKytL7FqUlZVFn3v27Nlk3O+Zmpqid+/eos+Ojo5ix3327BkWLVoEKysrdOvWDTo6OigvL5e4BgcHB4ljHzlyBMOHD4eBgQG0tLQQEhIisd/H3v/09HTk5ORAW1sbWlpa0NLSgp6eHiorK5Gbm9vkdbZ2Pzs7O6ipqTV7z4iIiD53HVuZhoiI2s3S0hICgQCZmZmYMWOGxPrMzEx0794dBgYGUj+3qqqq2GeBQNDosrq6ukb3nzRpEh49eoT//ve/uHr1KlxcXLBixQrs27cPt2/fhqenJ77++mu4urqiW7duiIqKQlBQkNSvo6lraSru1vL29kZJSQkOHjwIMzMzdOnSBY6OjhJFwRo+AACAqKgo+Pv7IygoCI6OjtDW1sbevXtx586dFmNu7jrKy8sxfPhwnDhxQiLW5v59tHa/D6+DiIiIJDHJJiKSc/r6+hg/fjyOHj2KtWvXis3Lfvr0KU6cOAEvLy8IBALR8qSkJLFjJCUlYeDAgaLPqqqqqK2t7fjgUZ+keXt7w9vbG05OTggICMC+ffuQmJgIMzMzsaJtjx49EttXTU2txTgHDhyI8PBwvHnzRpQEJiQkQElJqd3FuQoLC/HkyRP06tULQP19bHjchIQEHD16FJMnTwZQXzzsxYsXLR43ISEBo0aNEpvf3dxIc2sNGzYMp06dgqGhIXR0dBrdprF72pr9iIiIqHX4ujgRkQI4fPgwqqqq4Orqivj4eBQVFeHy5csYP348evfujZ07d4ptn5CQgD179iA7OxtHjhxBdHQ0Vq9eLVpvbm6O2NhYPH36FC9fvuywuLdu3Yrz588jJycHv/32G3766SdRsm9lZYXCwkJERUUhNzcXhw4dwtmzZ8X2Nzc3R35+Pu7du4cXL16gqqpK4hyenp7o2rUrvL298euvv+LGjRtYtWoV5s2bByMjo3bF//646enpuHXrFvz8/ODu7g5jY2PRNfzwww/IzMzEnTt34OnpKVGcrjFWVlZISUlBTEwMsrOzERgY2GwButby9PREjx49MG3aNNy6dQv5+fmIi4uDn5+fqDiaubk57t+/j6ysLLx48QLv3r1r1X5ERETUOkyyiYgUwPukzMLCAu7u7ujXrx8WL16MsWPH4vbt29DT0xPbfv369UhJScHQoUPx7bffIjg4GK6urqL1QUFBuHr1KkxMTDB06NAOi1tNTQ1///vfMXjwYIwZMwbKysqIiooCAEydOhVr167FypUrMWTIECQmJiIwMFBs/5kzZ2LixIkYO3YsDAwMcPLkSYlzaGhoICYmBqWlpRgxYgRmzZoFFxcXHD58uN3xW1paws3NDZMnT8aECRMwePBgHD16VLQ+NDQUL1++xLBhwzBv3jz4+fnB0NCwxeMuWbIEbm5u8PDwwBdffIGSkhKxUe220tDQQHx8PExNTeHm5oaBAwfC19cXlZWVohHqRYsWwdraGg4ODjAwMEBCQkKr9iMiIqLWEQg/ppIOERHJPXNzc6xZswZr1qyRdSgKbfv27Th37pyo5zcRERFRa3Akm4iIiIiIiEhKmGQTERERERERSQlfFyciIiIiIiKSEo5kExEREREREUkJk2wiIiIiIiIiKWGSTURERERERCQlTLKJiIiIiIiIpIRJNhEREREREZGUMMkmIiIiIiIikhIm2URERERERERSwiSbiIiIiIiISEqYZBMRERERERFJyf8DyhNm6NNiRxAAAAAASUVORK5CYII=", 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YMRgzZgzu3buHWrVqYcGCBdi4caPC9nv78uzs7GzExMQU+F69OYv37ijkqs5QqptoWVlZwcjICJGRkUrL7ty5A7FYrHTWTV316tVDvXr1MGvWLGzevBl9+/bFli1bMHjw4CL19y43NzcIggAXFxdUqVJFo7aa7HeaJK3GxsZo3749tm/fjoULF2Lr1q1o3Lixwg9z7xN3QfE4OTlBJpPh3r17qFq1qrw8MTERL1++1Hg+bx6vPo3jFRHR++A92USkMalUip49e+Ls2bPYvn076tev/179vTl78fb9mikpKRp9QQsICEBcXBz27t0rL8vMzMSqVasU6vn6+sLNzQ3z589XOYXLu1MuvevNHMTvJnR+fn6wtrbGihUrFC6VPHDgAG7fvq00ui6Qdyn0rl27ULt2bXTo0AEXLlyQL5NIJBCJRApnYx88eIA9e/YUGJ+mVG17QRCwePHifNsUFLcqGRkZyMzMVChzc3ODqampfFv5+/tDT08PS5YsUYhlzZo1SElJUbn93nBycoJEIsGJEycUyn/55Reluvm9f++SSCRo1aoV/vjjD4UphBITE7F582Y0atQIZmZmBfbxrhcvXiisGwD52cmiTiWlSpcuXSCRSDB9+nSl1xMEAc+ePcu3rSb7nbGxcaHb8W09e/bEkydPsHr1aly7dg09e/bUWtxv4gGU39u2bdsCgMKl6QCwcOFCAChw31KFx6uyfbwiItIGnskmIo2NGTMGe/fuRYcOHfD8+XNs3LhRYXm/fv006q9Vq1bQ09NDhw4dMHToUKSlpWHVqlWwtrZGfHy8Wn0MHToUS5cuRe/evTFq1CjY2tpi06ZN8kF93pzREYvFWL16Ndq0aQNvb28EBgbC3t4ecXFxOHr0KMzMzPDnn3/m+zpubm6wsLDAihUrYGpqCmNjY9StWxcuLi6YO3cuAgMD0aRJE/Tu3Vs+JY6zszNGjx6tsj9DQ0Ps27cPzZs3R5s2bXD8+HFUq1YN7dq1w8KFC9G6dWv06dMHSUlJWLZsGdzd3XH9+nWNtm9BPD094ebmhrFjxyIuLg5mZmbYuXNnvgOUFRa3Knfv3kWLFi3Qo0cPeHl5QUdHB7t370ZiYiJ69eoFIO/M8aRJkzB9+nS0bt0aHTt2RGRkJH755RfUrl27wH3K3Nwc3bt3x88//wyRSAQ3Nzfs27cPSUlJSnV9fX0BACNHjkRAQAAkEok8hnfNnDkTYWFhaNSoEYYPHw4dHR2sXLkSWVlZmDdvXoHbR5X169fjl19+QefOneHm5oZXr15h1apVMDMzkyeCQN583uvXr0dMTIzC4FDqcnNzw8yZMzFp0iQ8ePAAnTp1gqmpKWJiYrB79258/fXXGDt2rMq2mux3vr6+OHz4MBYuXAg7Ozu4uLgoTWv2trZt28LU1BRjx46FRCJB165dtRb3m3gA4Pvvv0evXr2gq6uLDh06oGbNmhgwYAB+/fVXvHz5Ek2aNMGFCxewfv16dOrUCc2aNVN30wLg8aqsH6/emDlzJoC8qfyAvGnr3tyr/sMPP2hhbYioTPtwA5kTUVnRpEkTAUC+j8KomhJn7969Qo0aNQQDAwPB2dlZmDt3rrB27Vql6VucnJyEdu3aqew3OjpaaNeunWBoaChYWVkJY8aMEXbu3CkAEM6dO6dQ9+rVq0KXLl2E8uXLC/r6+oKTk5PQo0cPITw8vND4//jjD8HLy0vQ0dFRmh5n69atgo+Pj6Cvry+UK1dO6Nu3r/D48WOF9m9PLfNGcnKy4OXlJdjY2Aj37t0TBEEQ1qxZI1SuXFnQ19cXPD09hdDQUJXbDoDwzTffKJS9mb7q3Wmz3kx3tX37dnnZrVu3BH9/f8HExESoUKGCMGTIEOHatWtK66Zu3O9KTk4WvvnmG8HT01MwNjYWzM3Nhbp16wrbtm1Tqrt06VLB09NT0NXVFSpWrCgMGzZMePHihdL2e3faqadPnwpdu3YVjIyMBEtLS2Ho0KHCP//8o7QOubm5wrfffitYWVkJIpFIYVvinSm8BEEQrly5IgQEBAgmJiaCkZGR0KxZM+HMmTMKdd5MWfXu1FzvTi125coVoXfv3oKjo6Ogr68vWFtbC+3btxcuXbqk0K5r166CoaGh0nq/682+8PTpU5XLd+7cKTRq1EgwNjYWjI2NBU9PT+Gbb74RIiMj5XVUbUt197s7d+4In3/+uWBoaCgAkE/n9e4UXm/r27evfLqz/KgTd35mzJgh2NvbC2KxWCGGnJwcYfr06YKLi4ugq6srODg4CJMmTVJrOicerz6t49XbcRb1M46ISCQI71yTRURUhoSEhGD06NF4/Pgx7O3tSzocokJVrFgR/fv3x08//VTSodAHxuMVEVHZwCSbiMqM169fK4zkm5mZCR8fH0ilUty9e7cEIyNSz82bN1G/fn1ER0ejQoUKJR0OFSMer4iIyi7ek01EZUaXLl3g6OiIWrVqISUlBRs3bsSdO3ewadOmkg6NSC3e3t5ITU0t6TDoA+Dxioio7GKSTURlRkBAAFavXo1NmzZBKpXCy8sLW7ZsURrFmIiopPF4RURUdvFycSIiIiIiIiIt4TzZRERERERERFrCJJuIiIiIiIhIS5hkExEREREREWkJk2wiIiIiIiIiLWGSTURERERERKQlTLKJiIiIiIiItIRJNhEREREREZGWMMkmIiIiIiIi0hIm2URERERERERawiSbiIiIiIiISEuYZBMRERERERFpCZNsIiIiIiIiIi1hkk1ERERERESkJUyyiYiIiIiIiLSESTYRERERERGRljDJJiIiIiIiItISnZIOoCyQyWR48uQJTE1NIRKJSjocIiIiIqJSSxAEvHr1CnZ2dhCLeU6wIMxDPhxN9ksm2Vrw5MkTODg4lHQYRERERERlxqNHj1CpUqWSDuOjxjzkw1Nnv2SSrQWmpqYA8ja4mZmZ0vKcnBz8/fffaNWqFXR1dTXun+3fr/3HEMOn3v5jiOFTb/8xxPCpt/8YYvjU238MMXzq7T+GGD719h9DDIW1T01NhYODg/w7NuWvsDyEtEeT/ZJJtha8uTTDzMws3yTbyMgIZmZmRT4QsX3R238MMXzq7T+GGD719h9DDJ96+48hhk+9/ccQw6fe/mOI4VNv/zHEoG57Xv5cuMLyENI+dfZL3uRAREREREREpCVMsomIiIiIiIi0hEk2ERERERERkZbwnmwiIiKiT4xUKoVUKtW4XU5ODnR0dJCZmVmk9trog+1L/3tAVNYxySYiIiL6RAiCAFNTU0RHRxdpUClBEGBjY4NHjx4VeVCq9+2D7cvGe2BqagpBEDRuS1QaMMkmIiIi+kQkJSXB0tISVlZWMDEx0ThBkslkSEtLg4mJCcTiot11+L59sH3pfg8EQUBaWhqysrKQlJTEebCpTGKSTURERPQJkEqlSE1NRYUKFVC+fPkiJ1fZ2dkwMDB4rwTvffpg+9L/Hujr6yMzMxOpqamQSqWQSCQa90H0MePAZ0RERESfgJycHACAnp5eCUdC9N9++Ga/JCpLmGQTERERfUKKeh8vkTZxP6SyjEk2EREREX3UmjZtiu+++66kw9A6kUiEPXv2lHQYStatWwcLC4uSDoOo1GKSTURERET0Hj7WZPlDycnJwYQJE1C9enUYGxvDzs4O/fv3x5MnT0o6NKISwSSbiIiIiMo0QRCQm5tb0mGUWRkZGbhy5QomT56MK1euYNeuXYiMjETHjh1LOjSiEsEku5jlSGXYdz0e26LF+PlIFB6/yCjpkIiIiIjei1Qm4GzUM/wREYezUc8glX3Y+Y63bNmCOnXqwNTUFDY2NujTpw+SkpLky48dOwaRSIQDBw7A19cX+vr6OHXqFF69eoV+/frB3t4e9vb2WLRokdKl6FlZWRg7dizs7e1hbGyMunXr4tixY/nG4uzsDADo3LkzRCKR/DkALF++HG5ubtDT04OHhwc2bNhQ4HpNnToVtra2uH79OgBgwoQJqFKlCoyMjODq6orJkycrDBQ2bdo01KpVC2vXroWjoyNMTEwwfPhwSKVSzJs3DzY2NrC2tsasWbMUXmfRokVo0KABTE1N4eDggOHDhyMtLS3fuJ4+fQo/Pz907twZWVlZSsvNzc0RFhaGHj16wMPDA/Xq1cPSpUtx+fJlxMbGFrjORG9LTsvCyuNR+H73DWy5EIvX2dKSDqlIOIVXMcrMkaL/mgu48OA5ADFOJ0bh11MxWNXfD40rW5V0eEREREQaC498hp/CLyMhNVNeZmtugKkdvNC6mu0HiSE3NxfTp09H1apVkZSUhKCgIAwcOBD79+9XqDdx4kTMnz8frq6usLS0RFBQEM6cOYPNmzfDxcUF06ZNw5UrV1CrVi15mxEjRuDWrVvYsmUL7OzssHv3brRu3Ro3btxA5cqVlWK5ePEirK2tERoaitatW8uno9q9ezdGjRqFkJAQ+Pv7Y9++fQgMDISdnR18fX0V+hAEASNHjsS+fftw8uRJuLu7AwBMTU2xbt062NnZ4caNGxgyZAhMTEwwdOhQeduoqCgcOHAABw8eRFRUFLp164bo6GhUqVIFx48fx5kzZzBo0CD4+/ujbt26AACxWIy5c+fC29sbDx48wPDhwzF+/Hj88ssvSuv36NEjtGzZEvXq1cOaNWsgkUggk8kKfY9SUlIgEol4bzep7daTVPRZfQ4vM/77IWn1qRhsG1of5YxL16wIPJNdjLZciP03wf5PZo4Mk/f8A0H4sL/4EhEREb2vg/8kYOzuOwoJNgAkpGRi2MYrOPhP/AeJo1+/fmjTpg1cXV1Rr149LFmyBAcOHFA6G/vjjz+iZcuWcHNzg66uLtavX4958+ahSZMmqFatGkJDQyGV/nemLDY2FqGhodi+fTsaN24MNzc3jB07Fo0aNUJoaKjKWKys8k6cWFhYwMbGRv58/vz5GDhwIIYPH44qVaogKCgIXbp0wYIFCxTa5+bmol+/fggPD8epU6fkCTYA/PDDD2jQoAGcnZ3RoUMHjB07Ftu3b1doL5PJsHbtWnh5eaFDhw5o1qwZIiMjERISAg8PDwQGBsLDwwNHjx6Vtxk1ahQaN24MZ2dnNG/eHDNnzsS2bduU1i0yMhINGzZEQEAAQkND1Z7POjMzExMmTEDv3r1hZmamVhuiGftuKSTYAHA/KQ3Lj90voYiKjmeyi9GRyKcqyx88y0DU0zS4W5t+4IiIiIiIikYqE/DjvttQdZpAACACMP3PW2jpZQOJuHinZ4qIiMD8+fNx/fp1vHjxQn5mNTY2Fl5eXvJ6fn5+8v9HR0cjJycHderUkZeZm5vDw8ND/vzGjRuQSqWoUqWKwutlZWWhfPnyGsV4+/ZtfP311wplDRs2xOLFixXKRo8eDX19fZw7dw4VKlRQWLZ161YsWbIEUVFRSEtLQ25urlLS6uzsDFPT/75TVqxYERKJBGKxWKHs7cvpDx8+jFmzZuH+/ftITU1Fbm4uMjMzkZGRASMjIwDA69ev0bhxY/Tp0wchISFqr3dOTg569OgBQRCwfPlytdvRp+11thRno5+pXBZ+Jwnft/NSuexjxTPZxchYL/9f+4z0+PsGERERlR4XYp4rncF+mwAgPiUTF2Ke51tHG9LT09G1a1eYmZlh06ZNuHjxInbv3g0AyM7OVqhrbGysUd9paWmQSCS4fPkyIiIi5I/bt28rJcfa0rJlS8TFxeHQoUMK5WfPnkXfvn3Rtm1b7Nu3D1evXsX333+vtI66uroKz0UikcqyNz9EPHjwAB07doS3tze2b9+Oy5cvY9myZQAUt5++vr78Mve4uDi11uVNgv3w4UOEhYXxLDapTUcigr6O6tTUuBTmTUyyi1HXzyqpLK/vWh52FoYfOBoiIiKiokt6lX+CXZR6RXXnzh08f/4cwcHBaNy4MTw9PRXO0ubH1dUVurq6uHjxorwsJSUFd+/elT/38fGBVCpFUlIS3N3dFR42Njb59q2rq6tw2TkAVK1aFadPn1YoO336NKpWrapQ1rFjR2zevBmDBw/Gli1b5OVnzpyBk5MTvv/+e/j5+aFy5cp4+PBhoetZmMuXL0Mmk2HmzJmoV68eqlSponKqLbFYjA0bNsDX1xfNmjUrdDquNwn2vXv3cPjwYY3P/NOnTVciRseadiqXdf3M/gNH8/6YZBcjf6+KGNWiMnQl/10y5W1nhoU9a5ZgVERERESaszY10Gq9onJ0dISenh6WLl2K6Oho7N27FzNmzCi0nampKQYMGIAJEybg5MmTuHnzJr766iuIxWKIRHnf1apUqYK+ffuif//+2LVrF2JiYnDhwgUEBwfjr7/+yrdvZ2dnhIeHIyEhAS9evAAAjBs3DuvWrcPy5ctx7949LFy4ELt27cKYMWOU2nfu3BkbNmxAYGAgduzYAQCoXLkyYmNjsWXLFkRFRWHJkiXyM/bvw93dHTk5Ofj1118RHR2NDRs2YMWKFSrrSiQSbNq0CTVr1kTz5s2RkJCgsl5OTg66deuGS5cuYdOmTZBKpUhISEBCQoLSmXei/Ezu4IVG7v/dMiEWAb3rOKB/feeSC6qImGQXs9Etq+DE2M/xlYcU276ug79GNoatOc9iExERUelSx6UcbMwMkN/d1iLkjTJex6VcscZhZWWFZcuWYceOHfDy8sKcOXMwf/58tdouXLgQ9erVQ69evdCqVSs0bNgQVatWhYHBfz8MhIaGon///hgzZgw8PDzQqVMnXLx4EY6Ojvn2u2DBAoSFhcHBwQE+Pj4AgE6dOmHx4sWYP38+vL29sXLlSoSGhqJp06Yq++jWrRvWr1+PL7/8Ert27ULHjh0xevRojBgxArVq1cKZM2cwefJk9TdUPmrWrIkFCxZg8eLFqFGjBjZt2oTg4OB86+vo6OD333+Ht7c3mjdvrvKqgbi4OOzduxePHz9GrVq1YGtrK3+cOXPmvWOmT4OZgS42Dq6L/SMbY0U/Xxwf1wzBXWpAXMxjPBSH0neBeylUwUQfNcoJ8HGwKOlQiIiIiIpEIhZhSvuq+GbzVYgAhQHQ3nwFntrBq1gGPXt3nupu3bph0KBBCoN7vT1zS9OmTVXO5GJqaoqNGzciNTUVZmZmeP36NaZPn64wQJmuri6mT5+O6dOnqx1fhw4d0KFDB6XyYcOGYdiwYQplb09/9W6MPXr0QI8ePeTP582bh3nz5inUGTlyJFJTUwHkzZM9bdo0heXr1q1TiuPd7ffdd99h0KBBMDMzk2/DL7/8Ur584MCBGDhwoPy5jo4Odu7cqXIdgLwz+Zw5h7TFy84MXnal+35+nskmIiIiIrW0rmaD+Z09UdFM8ZJwG3MDLO/32QebJ7uorl69it9//x0xMTG4cuUK+vbtCwD44osvSjgyIipLeCabiIiIiNTWwqM8Ovo649LDl0h6lQlr07xLxIt72i5tWbhwISIjI6GnpwdfX1+cPHlSaeosIqL3wSSbiIiIiDQiEYtQ3630jR7t4+ODixcvyi8Xf/tycyIibeGRhYiIiIiIiEhLmGQTERERERERaQmTbCIiIiIiIiItYZJNREREREREpCVMsomIiIiIiIi0hEk2ERERERERkZYwySYiIiKij1rTpk3x3XfflXQYWicSibBnz56SDkPJunXrYGFhUdJhEJVaTLKJiIiIiN7Dx5osf0jTpk2Dp6cnjI2NYWlpCX9/f5w/f76kwyIqEUyyiYiIiKhMEwQBubm5JR1GmValShUsXboUN27cwKlTp+Ds7IxWrVrh6dOnJR0a0QfHJJuIiIiINCOTAjEngRs78v6VST/oy2/ZsgV16tSBqakpbGxs0KdPHyQlJcmXHzt2DCKRCAcOHICvry/09fVx6tQpvHr1Cv369YO9vT3s7e2xaNEipUvRs7KyMHbsWNjb28PY2Bh169bFsWPH8o3F2dkZANC5c2eIRCL5cwBYvnw53NzcoKenBw8PD2zYsKHA9Zo6dSpsbW1x/fp1AMCECRNQpUoVGBkZwdXVFZMnT0ZOTo68/rRp01CrVi2sXbsWjo6OMDExwfDhwyGVSjFv3jzY2NjA2toas2bNUnidRYsWoUGDBjA1NYWDgwOGDx+OtLS0fON6+vQp/Pz80LlzZ2RlZams06dPH/j7+8PV1RXe3t5YuHAhUlNT5etC9CnRKekAiIiIiKj00L1/AKITPwKpT/4rNLMDWs8FvDp+kBhyc3Mxffp0VK1aFUlJSQgKCsLAgQOxf/9+hXoTJ07E/Pnz4erqCktLSwQFBeHMmTPYvHkzXFxcMG3aNFy5cgW1atWStxkxYgRu3bqFLVu2wM7ODrt370br1q1x48YNVK5cWSmWixcvwtraGqGhoWjdujUkEgkAYPfu3Rg1ahRCQkLg7++Pffv2ITAwEHZ2dvD19VXoQxAEjBw5Evv27cPJkyfh7u4OADA1NcW6detgZ2eHGzduYMiQITAxMcHQoUPlbaOionDgwAEcPHgQUVFR6NatG6Kjo1GlShUcP34cZ86cwaBBg+Dv74+6desCAMRiMebOnQtvb288ePAAw4cPx/jx4/HLL78ord+jR4/QsmVL1KtXD2vWrIFEIoFMJivw/cnOzsavv/4Kc3Nz1KxZs8C6RGURk2wiIiIiUs/tP2G0bxgAQbE8NR7Y1h/o8dsHSbT79esHMzMziMViuLq6YsmSJahduzbS0tJgYmIir/fjjz+iZcuWAIBXr15h/fr12LhxI5o0aQIzMzOEhobCzs5OXj82NhahoaGIjY2Vl48dOxYHDx5EaGgoZs+erRSLlZUVAMDCwgI2Njby8vnz52PgwIEYPnw4ACAoKAjnzp3DggULsHnzZnm93Nxc9OvXD1evXsWpU6dgb28vX/bDDz/I/+/s7IyxY8diy5YtCkm2TCbD2rVrYWpqCi8vLzRr1gyRkZHYv38/xGIxPDw8MHfuXBw9elSeZI8aNQqpqakwMzODq6srZs6cif/9739KSXZkZCRatmyJzp07IyQkBCKRqMD3Zd++fejVqxcyMjJga2uLsLAwVKhQocA2RGURk2wiIiIiKpxMCtGhiQAEKKdaAgARcHAi4NkOEEuKNZSIiAjMnz8f169fx4sXL+RnVmNjY+Hl5SWv5+fnJ/9/dHQ0cnJyUKdOHXmZubk5PDw85M9v3LgBqVSKKlWqKLxeVlYWypcvr1GMt2/fxtdff61Q1rBhQyxevFihbPTo0dDX18e5c+eUEtKtW7diyZIliIqKQlpaGnJzc2FmZqZQx9nZGaampvLnFStWhEQigVgsVih7+3L6w4cPY9asWbh//z5SU1ORm5uLzMxMZGRkwMjICADw+vVrNG7cGH369EFISIha69ysWTNEREQgOTkZq1atQo8ePXD+/HlYW1ur1Z6orOA92URERERUuIdnIEp9oiLBfkMAUuOAh2eKNYz09HR07doVZmZm2LRpEy5evIjdu3cDyLtM+W3GxsYa9Z2WlgaJRILLly8jIiJC/rh9+7ZScqwtLVu2RFxcHA4dOqRQfvbsWfTt2xdt27bFvn37cPXqVXz//fdK66irq6vwXCQSqSx780PEgwcP0LFjR3h7e2P79u24fPkyli1bBkBx++nr68svc4+Li1NrXYyNjeHu7i6/tFxHRwdr1qxRb0MQlSFMsomIiIiocGmJ2q1XRHfu3MHz588RHByMxo0bw9PTU+EsbX5cXV2hq6uLixcvystSUlJw9+5d+XMfHx9IpVIkJSXB3d1d4fH2peDv0tXVhVSqOPhb1apVcfr0aYWy06dPo2rVqgplHTt2xObNmzF48GBs2bJFXn7mzBk4OTnh+++/h5+fHypXroyHDx8Wup6FuXz5MmQyGWbOnIl69eqhSpUqePLkiVI9sViMDRs2wNfXF82aNVNZpzAymSzfgdKIyjIm2URERERUOJOK2q1XRI6OjtDT08PSpUsRHR2NvXv3YsaMGYW2MzU1xYABAzBhwgScPHkSN2/exFdffQWxWCy/17hKlSro27cv+vfvj127diEmJgYXLlxAcHAw/vrrr3z7dnZ2Rnh4OBISEvDixQsAwLhx47Bu3TosX74c9+7dw8KFC7Fr1y6MGTNGqX3nzp2xYcMGBAYGYseOHQCAypUrIzY2Flu2bEFUVBSWLFkiP2P/Ptzd3ZGTk4Nff/0V0dHR2LBhA1asWKGyrkQiwaZNm1CzZk00b94cCQkJKuulp6fj//7v/3Du3Dk8fPgQly9fxqBBgxAXF4fu3bu/d8xEpQ2TbCIiIiIqnFMDCGZ2Ku/IziMCzOwBpwbFGoaVlRWWLVuGHTt2wMvLC3PmzMH8+fPVartw4ULUq1cPvXr1QqtWrdCwYUNUrVoVBgYG8jqhoaHo378/xowZAw8PD3Tq1AkXL16Eo6Njvv0uWLAAYWFhcHBwgI+PDwCgU6dOWLx4MebPnw9vb2+sXLkSoaGhaNq0qco+unXrhvXr1+PLL7/Erl270LFjR4wePRojRoxArVq1cObMGUyePFn9DZWPmjVrYsGCBVi8eDFq1KiBTZs2ITg4ON/6Ojo6+P333+Ht7Y3mzZurvGpAIpHgzp076Nq1K6pUqYIOHTrg2bNnOHnyJLy9vd875o/BiRMn0KFDB9jZ2UEkEmHPnj2FtsnKysL3338PJycn6Ovrw9nZGWvXrpUvX7VqFRo3bgxLS0tYWlrC398fFy5cKMa1oA+FA58RERERUeHEEggBcyDaPgACRBApjDD+b+Ldek6xDHr27jzV3bp1w6BBgxQG9xKE/+Jp2rSpwvM3TE1NsXHjRvnI2q9fv8b06dMVBijT1dXF9OnTMX36dLXj69ChAzp06KBUPmzYMAwbNkyh7O3pr96NsUePHujRo4f8+bx58zBv3jyFOiNHjkRqaiqAvHmyp02bprB83bp1SnG8u/2+++47DBo0SD5COwB8+eWX8uUDBw7EwIED5c91dHSwc+dOlesAAAYGBti1a5fS65Yl6enpqFmzJgYNGoQuXbqo1aZHjx5ITEzEmjVr4O7ujvj4eIVtd+zYMfTu3RsNGjSAgYEB5s6di1atWuHmzZsKo8xT6cMkm4iIiIjUU7UDMtovh5HKebLnfLB5sovq6tWruHXrFry8vCCVSjFz5kwAwBdffFHCkdHHrk2bNmjTpo3a9Q8ePIjjx48jOjoa5cqVA5B3W8HbNm3apPB89erV2LlzJ8LDw9G/f//3jplKDpNsIiIiIlJbjnsbCLW6QfToXN4gZyYV8y4RL+Zpu7Rl4cKFiIyMhJ6eHnx9fXHy5EnO5Uxat3fvXvj5+WHevHnYsGEDjI2N0bFjR8yYMQOGhoYq22RkZCAnJ0eelFPpxSSbiIiIiDQjlgAujUs6Co35+Pjg4sWL8svF377cnEiboqOjcerUKRgYGGD37t1ITk7G8OHD8ezZM4SGhqpsM2HCBNjZ2cHf3z/ffrOyshRGbH9z6wB9XHhkISIiIiIi0iKZTAaRSIRNmzahTp06aNu2LRYuXIj169fj9evXSvXnzJmDLVu2YPfu3QoD8b0rODgY5ubm8oeDg0NxrgYVEZNsIiIiIiIiLbK1tYW9vT3Mzc3lZVWrVoUgCHj8+LFC3fnz52POnDn4+++/UaNGjQL7nTRpElJSUuSPR48eFUv89H6YZBMRERF9QlSNuk30oZX1/bBhw4Z48uQJ0tLS5GV3796FWCxGpUqV5GXz5s3DjBkzcPDgQfj5+RXar76+PszMzBQe9PFhkk1ERET0CdDV1QUAZGdnl3AkRP/th2/2y49dWloaIiIiEBERAQCIiYlBREQEYmNjAeSdYX57RPA+ffqgfPnyCAwMxK1bt3DixAmMGzcOgwYNkg98NnfuXEyePBlr166Fs7MzEhISkJCQoJCYU+nEgc+IiIiIPgESiQRmZmZ4+vQpDAwMYGJiApFIpFEfMpkM2dnZyMzMLPKgYe/bB9uX7vdAEASkpaUhOTkZVlZWkEhKx6j0ly5dQrNmzeTPg4KCAAADBgzAunXrEB8fL0+4AcDExARhYWH49ttv4efnh/Lly6NHjx7yaeMAYPny5cjOzka3bt0UXmvq1KlK859T6cIkm4iIiOgTYW1tjbt370JfXx/JyckatxcEAa9fv4ahoaHGCbq2+mD7svEevHjxAt7e3hq3LSlNmzYt8BL3devWKZV5enoiLCws3zYPHjzQQmT0MWKSTURERPSJEIlEePXqFRo0aFCk9jk5OThx4gQ+//zzIl/m+759sH3pfw8A4N69e0X+kYDoY8ckm4iIiOgTI5FIipQcSSQS5ObmwsDAoMjJ1fv2wfal/z3IycnRuA1RacKBz4iIiIiIiIi0hEk2ERERERERkZYwySYiIiIiIiLSEibZRERERERERFrCJJuIiIiIiIhIS0pdkr1s2TI4OzvDwMAAdevWxYULF/Kte/PmTXTt2hXOzs4QiUQICQlRqjNt2jSIRCKFh6enZzGuAREREREREZVVpSrJ3rp1K4KCgjB16lRcuXIFNWvWREBAAJKSklTWz8jIgKurK+bMmQMbG5t8+/X29kZ8fLz8cerUqeJaBSIiIiIiIirDSlWSvXDhQgwZMgSBgYHw8vLCihUrYGRkhLVr16qsX7t2bfz000/o1asX9PX18+1XR0cHNjY28keFChWKaxWIiIiIiIioDNNakp2YmIgff/xRW90pyc7OxuXLl+Hv7y8vE4vF8Pf3x9mzZ9+r73v37sHOzg6urq7o27cvYmNj3zdcIiIiIiIi+gRpLclOSEjA9OnTtdWdkuTkZEilUlSsWFGhvGLFikhISChyv3Xr1sW6detw8OBBLF++HDExMWjcuDFevXqVb5usrCykpqYqPIiIiIiIiIh01K14/fr1ApdHRka+dzAloU2bNvL/16hRA3Xr1oWTkxO2bduGr776SmWb4ODgYv1BgYiIiIiIiEontZPsWrVqQSQSQRAEpWVvykUikVaDe1uFChUgkUiQmJioUJ6YmFjgoGaasrCwQJUqVXD//v1860yaNAlBQUHy56mpqXBwcNBaDERERERERFQ6qX25eLly5bBq1SrExMQoPaKjo7Fv377ijBN6enrw9fVFeHi4vEwmkyE8PBz169fX2uukpaUhKioKtra2+dbR19eHmZmZwoOIiIiIiIhI7TPZvr6+ePLkCZycnFQuf/nypcqz3NoUFBSEAQMGwM/PD3Xq1EFISAjS09MRGBgIAOjfvz/s7e0RHBwMIG+wtFu3bsn/HxcXh4iICJiYmMDd3R0AMHbsWHTo0AFOTk548uQJpk6dColEgt69exfruhAREREREVHZo3aS/b///Q/p6en5Lnd0dERoaKhWgspPz5498fTpU0yZMgUJCQmoVasWDh48KB8MLTY2FmLxfyfnnzx5Ah8fH/nz+fPnY/78+WjSpAmOHTsGAHj8+DF69+6NZ8+ewcrKCo0aNcK5c+dgZWVVrOtCREREREREZY/aSXbnzp0LXG5paYkBAwa8d0CFGTFiBEaMGKFy2ZvE+Q1nZ+dCz65v2bJFW6ERERERERHRJ05rU3gRERERERERfeqYZBMRERERERFpCZNsIiIiIiIiIi1hkk1ERERERESkJRon2Tk5OfkuS05Ofq9giIiIiIiIiEozjZPsXr16qRyxOzExEU2bNtVGTERERERERESlksZJdmxsLAYPHqxQlpCQgKZNm8LT01NrgRERERERERGVNhon2fv378eZM2cQFBQEAHjy5AmaNGmC6tWrY9u2bVoPkIiIiIiIiKi00NG0gZWVFf7++280atQIALBv3z589tln2LRpE8RijqNGREREREREny6Nk2wAcHBwQFhYGBo3boyWLVtiw4YNEIlE2o6NiIiIiIiIqFRRK8m2tLRUmURnZGTgzz//RPny5eVlz58/1150RERERERERKWIWkl2SEhIMYdBREREREREVPqplWQPGDCguOMgIiIiIiIiKvWKdE/2G5mZmcjOzlYoMzMze6+AiIiIiIiIiEorjYcDT09Px4gRI2BtbQ1jY2NYWloqPIiIiIiIiIg+VRon2ePHj8eRI0ewfPly6OvrY/Xq1Zg+fTrs7Ozw22+/FUeMRERERERERKWCxpeL//nnn/jtt9/QtGlTBAYGonHjxnB3d4eTkxM2bdqEvn37FkecRERERERERB89jc9kP3/+HK6urgDy7r9+M2VXo0aNcOLECe1GR0RERERERFSKaJxku7q6IiYmBgDg6emJbdu2Acg7w21hYaHV4IiIiIiIiIhKE42T7MDAQFy7dg0AMHHiRCxbtgwGBgYYPXo0xo0bp/UAiYiIiIiIiEoLje/JHj16tPz//v7+uHPnDi5fvgx3d3fUqFFDq8ERERERERERlSbvNU82ADg5OcHJyUkbsRARERERERGVakVKsi9evIijR48iKSkJMplMYdnChQu1EhgRERERERFRaaNxkj179mz88MMP8PDwQMWKFSESieTL3v4/ERERERER0adG4yR78eLFWLt2LQYOHFgM4RARERERERGVXhqPLi4Wi9GwYcPiiIWIiIiIiIioVNM4yR49ejSWLVtWHLEQERERERERlWoaXy4+duxYtGvXDm5ubvDy8oKurq7C8l27dmktOCIiIiIiIqLSROMke+TIkTh69CiaNWuG8uXLc7AzIiIiIiIion9pfLn4+vXrsXPnThw4cADr1q1DaGiowoOIiIiIiKgsOXHiBDp06AA7OzuIRCLs2bOn0DZZWVn4/vvv4eTkBH19fTg7O2Pt2rUKdbZv3w5PT08YGBigevXq2L9/fzGtAX1IGifZ5cqVg5ubW3HEQkRERERE9NFJT09HzZo1NRqbqkePHggPD8eaNWsQGRmJ33//HR4eHvLlZ86cQe/evfHVV1/h6tWr6NSpEzp16oR//vmnOFaBPiCNLxefNm0apk6ditDQUBgZGRVHTERERERERB+NNm3aoE2bNmrXP3jwII4fP47o6GiUK1cOAODs7KxQZ/HixWjdujXGjRsHAJgxYwbCwsKwdOlSrFixQmux04encZK9ZMkSREVFoWLFinB2dlYa+OzKlStaC46IiIiIiKi02bt3L/z8/DBv3jxs2LABxsbG6NixI2bMmAFDQ0MAwNmzZxEUFKTQLiAgQK1L0enjpnGS3alTp2IIg4iIiIiIqGyIjo7GqVOnYGBggN27dyM5ORnDhw/Hs2fP5ONYJSQkoGLFigrtKlasiISEhHz7zcrKQlZWlvx5ampq8awAvReNk+ypU6cWRxxERERERERlgkwmg0gkwqZNm2Bubg4AWLhwIbp164ZffvlFfjZbU8HBwZg+fbo2Q6VioPHAZ0RERERERJQ/W1tb2NvbyxNsAKhatSoEQcDjx48BADY2NkhMTFRol5iYCBsbm3z7nTRpElJSUuSPR48eFc8K0HvROMmWSqWYP38+6tSpAxsbG5QrV07hQURERERE9Clr2LAhnjx5grS0NHnZ3bt3IRaLUalSJQBA/fr1ER4ertAuLCwM9evXz7dffX19mJmZKTzo46Nxkj19+nQsXLgQPXv2REpKCoKCgtClSxeIxWJMmzatGEIkIiIiIiIqOWlpaYiIiEBERAQAICYmBhEREYiNjQWQd4a5f//+8vp9+vRB+fLlERgYiFu3buHEiRMYN24cBg0aJL9UfNSoUTh48CAWLFiAO3fuYNq0abh06RJGjBjxwdePtEvjJHvTpk1YtWoVxowZAx0dHfTu3RurV6/GlClTcO7cueKIkYiIiIiIqMRcunQJPj4+8PHxAQAEBQXBx8cHU6ZMAQDEx8fLE24AMDExQVhYGF6+fAk/Pz/07dsXHTp0wJIlS+R1GjRogM2bN+PXX39FzZo1sWPHDuzZswfVqlX7sCtHWqfxwGcJCQmoXr06gLydJyUlBQDQvn17TJ48WbvRERERERERlbCmTZtCEIR8l69bt06pzNPTE2FhYQX22717d3Tv3v19w6OPjMZnsitVqoT4+HgAgJubG/7++28AwMWLF6Gvr6/d6IiIiIiIiIhKEY2T7M6dO8tv0P/2228xefJkVK5cGf3798egQYO0HiARERERERFRaaHx5eJz5syR/79nz55wcnLCmTNnULlyZXTo0EGrwRERERERERGVJhon2f/884/Czfj16tVDvXr1AAB79uxBp06dtBYcERERERERUWmi8eXiAQEBiImJUSrfuXMn+vbtq5WgiIiIiIiIiEojjZPswYMHw9/fHwkJCfKyrVu3on///ipH1SMiIiIiIiL6VGh8ufj06dPx/Plz+Pv748SJEzh48CAGDx6MDRs2oGvXrsURIxEREREREVGpoHGSDQA///wz+vbti3r16iEuLg6///47vvjiC23HRkRERERERFSqqJVk7927V6msS5cuOHnyJHr37g2RSCSv07FjR+1GSERERERERFRKqJVkFzRi+Nq1a7F27VoAgEgkglQq1UpgRERERERERKWNWkm2TCYr7jiIiIiIiIiISj2NRxcnIiIiIiIiItWKlGQfP34cHTp0gLu7O9zd3dGxY0ecPHlS27ERERERERERlSoaJ9kbN26Ev78/jIyMMHLkSIwcORKGhoZo0aIFNm/eXBwxEhEREREREZUKGk/hNWvWLMybNw+jR4+Wl40cORILFy7EjBkz0KdPH60GSERERERERFRaaHwmOzo6Gh06dFAq79ixI2JiYrQSFBEREREREVFppHGS7eDggPDwcKXyw4cPw8HBQStBEREREREREZVGGl8uPmbMGIwcORIRERFo0KABAOD06dNYt24dFi9erPUAiYiIiIiIiEoLjZPsYcOGwcbGBgsWLMC2bdsAAFWrVsXWrVvxxRdfaD1AIiIiIiIiotJC4yQbADp37ozOnTtrOxYiIiIiIiKiUk3je7JdXV3x7NkzpfKXL1/C1dVVK0ERERERERERlUYaJ9kPHjyAVCpVKs/KykJcXJxWgiIiIiIiIiIqjdS+XHzv3r3y/x86dAjm5uby51KpFOHh4XB2dtZqcERERERERESlidpJdqdOnQAAIpEIAwYMUFimq6sLZ2dnLFiwQKvBEREREREREZUmaifZMpkMAODi4oKLFy+iQoUKxRYUERERERERUWmk8ejiMTExxREHERERERERUamn8cBnRERERERERKQak2wiIiIiIiIiLWGSTURERERERKQlTLKJiIiIiIiItKRISXZUVBR++OEH9O7dG0lJSQCAAwcO4ObNm1oNjoiIiIiIiKg00TjJPn78OKpXr47z589j165dSEtLAwBcu3YNU6dO1XqARERERERERKWFxkn2xIkTMXPmTISFhUFPT09e3rx5c5w7d06rwamybNkyODs7w8DAAHXr1sWFCxfyrXvz5k107doVzs7OEIlECAkJee8+iYiISHMv0rPx6EUGBKGkIyEiIipeGifZN27cQOfOnZXKra2tkZycrJWg8rN161YEBQVh6tSpuHLlCmrWrImAgAD5JevvysjIgKurK+bMmQMbGxut9ElERETqe5mRjWEbL8Nv1mE0X3gKsyIkOHb3aUmHRUREVGw0TrItLCwQHx+vVH716lXY29trJaj8LFy4EEOGDEFgYCC8vLywYsUKGBkZYe3atSrr165dGz/99BN69eoFfX19rfRJRERE6hu1JQIH/kmAVJZ3CvtppgjDN0fgftKrEo6MiD6k9Kxc/HLsPrqvOINB6y/j0lNRSYdEVGw0TrJ79eqFCRMmICEhASKRCDKZDKdPn8bYsWPRv3//4ogRAJCdnY3Lly/D399fXiYWi+Hv74+zZ89+0D6zsrKQmpqq8CAiIiJFMcnpOK7irHWOVMDvFx6VQEREVBKyc2Xou/o85h2MxMUHL3Dy/jNsuC/BnIORJR0aUbHQOMmePXs2PD094eDggLS0NHh5eeHzzz9HgwYN8MMPPxRHjACA5ORkSKVSVKxYUaG8YsWKSEhI+KB9BgcHw9zcXP5wcHAo0usTERGVZYmpmfkuSyhgGRGVLQf+iUfEo5dK5evOxiI+5fWHD4iomGmcZOvp6WHVqlWIiorCvn37sHHjRty5cwcbNmyARCIpjhg/OpMmTUJKSor88egRf40nIiJ6l7edGYz0VH83qO1k+YGjIaKScunBC5XlUpmAayqSb6LSTqeoDR0dHeHo6KjNWApUoUIFSCQSJCYmKpQnJibmO6hZcfWpr6+f7z3eRERElMfUQBcjW1TGnAN3FMqrWJugux+vAiP6VNiYG+S7rKJZ/suISiuNk+ygoCCV5SKRCAYGBnB3d8cXX3yBcuXKvXdwb9PT04Ovry/Cw8PRqVMnAIBMJkN4eDhGjBjx0fRJRERE//lfEzdUtjbB7xce4WVGFqxlzzDjy9ow1i/y7/xEVMp0962E5ceikJaVq1Bew94MPo68qoXKHo0/4a5evYorV65AKpXCw8MDAHD37l1IJBJ4enril19+wZgxY3Dq1Cl4eXlpNdigoCAMGDAAfn5+qFOnDkJCQpCeno7AwEAAQP/+/WFvb4/g4GAAeQOb3bp1S/7/uLg4REREwMTEBO7u7mr1SURERO+nRdWKaFG1InJycrB//36YGeqWdEhE9AFZmxlgXWBtTP7jJm7Hp0IsAqpayLCir09Jh0ZULDROst+cpQ4NDYWZmRkAICUlBYMHD0ajRo0wZMgQ9OnTB6NHj8ahQ4e0GmzPnj3x9OlTTJkyBQkJCahVqxYOHjwoH7gsNjYWYvF/t5k/efIEPj7//fHOnz8f8+fPR5MmTXDs2DG1+iQiIiIiovfj51wOB0Y1xpOXryGBDOeOH4aVKW+/pLJJ4yT7p59+QlhYmDzBBgBzc3NMmzYNrVq1wqhRozBlyhS0atVKq4G+MWLEiHwv5X6TOL/h7OwMQRDeq08iIiIiItIOOwtD5OTklHQYRMVK49HFU1JSkJSUpFT+9OlT+XzRFhYWyM7Ofv/oiIiIiIiIiEoRjZPsL774AoMGDcLu3bvx+PFjPH78GLt378ZXX30lHzzswoULqFKlirZjJSIiIiIiIvqoaXy5+MqVKzF69Gj06tULubl5IwTq6OhgwIABWLRoEQDA09MTq1ev1m6kRERERERERB85jZJsqVSKK1euYN68eVi0aBGio6MBAK6urjAxMZHXq1WrllaDJCIiIiIiIioNNLpcXCKRoFWrVnj58iVMTExQo0YN1KhRQyHBJiIiIiIiKktOnDiBDh06wM7ODiKRCHv27Cmw/rFjxyASiZQeCQkJ8jpSqRSTJ0+Gi4sLDA0N4ebmhhkzZqg1cDN93DS+XLxatWqIjo6Gi4tLccRDRERERET0UUlPT0fNmjUxaNAgdOnSRe12kZGRCrMyWVtby/8/d+5cLF++HOvXr4e3tzcuXbqEwMBAmJubY+TIkVqNnz4sjZPsmTNnYuzYsZgxYwZ8fX1hbGyssPztnYiIiIiIiKi0a9OmDdq0aaNxO2tra1hYWKhcdubMGXzxxRdo164dgLzph3///XdcuHDhfUKlj4DGo4u3bdsW165dQ8eOHVGpUiVYWlrC0tISFhYWsLS0LI4YiYiIiIiISp1atWrB1tYWLVu2xOnTpxWWNWjQAOHh4bh79y4A4Nq1azh16lSRknn6uGh8Jvvo0aPFEQcREREREVGZYGtrixUrVsDPzw9ZWVlYvXo1mjZtivPnz+Ozzz4DAEycOBGpqanw9PSERCKBVCrFrFmz0Ldv33z7zcrKQlZWlvx5ampqsa8LaU7jJLtJkybFEQcREREREVGZ4OHhAQ8PD/nzBg0aICoqCosWLcKGDRsAANu2bcOmTZuwefNmeHt7IyIiAt999x3s7OwwYMAAlf0GBwdj+vTpH2QdqOg0TrLfyMjIQGxsLLKzsxXKa9So8d5BERERERERlSV16tTBqVOn5M/HjRuHiRMnolevXgCA6tWr4+HDhwgODs43yZ40aRKCgoLkz1NTU+Hg4FC8gZPGNE6ynz59isDAQBw4cEDlcqlU+t5BERERERERlSURERGwtbWVP8/IyIBYrDhElkQigUwmy7cPfX196OvrF1uMpB0aJ9nfffcdXr58ifPnz6Np06bYvXs3EhMTMXPmTCxYsKA4YiQiIiIiIioxaWlpuH//vvx5TEwMIiIiUK5cOTg6OmLSpEmIi4vDb7/9BgAICQmBi4sLvL29kZmZidWrV+PIkSP4+++/5X106NABs2bNgqOjI7y9vXH16lUsXLgQgwYN+uDrR9qlcZJ95MgR/PHHH/Dz84NYLIaTkxNatmwJMzMzBAcHy4egJyIiIiIiKgsuXbqEZs2ayZ+/uWR7wIABWLduHeLj4xEbGytfnp2djTFjxiAuLg5GRkaoUaMGDh8+rNDHzz//jMmTJ2P48OFISkqCnZ0dhg4diilTpny4FaNioXGSnZ6eLp9E3dLSEk+fPkWVKlVQvXp1XLlyResBEhERERERlaSmTZtCEIR8l69bt07h+fjx4zF+/PgC+zQ1NUVISAhCQkK0ECF9TDSeJ9vDwwORkZEAgJo1a2LlypWIi4vDihUrFO4xICIiIiIiIvrUaHwme9SoUYiPjwcATJ06Fa1bt8amTZugp6en9AsOERERERER0adE4yS7X79+8v/7+vri4cOHuHPnDhwdHVGhQgWtBkdERERERERUmhR5nuw3jIyM8Nlnn2kjFiIiIiIiIqJSTa0k++0JzwuzcOHCIgdDREREREREVJqplWRfvXpVrc5EItF7BUNERERERERUmqmVZB89erS44yAiIiIiIiIq9TSewouIiIiIiIiIVGOSTURERERERKQlTLKJiIiIiIiItIRJNhEREREREZGWMMkmIiIiIiIi0hK1Rhd/V1RUFEJCQnD79m0AgJeXF0aNGgU3NzetBkdERERERERUmmh8JvvQoUPw8vLChQsXUKNGDdSoUQPnz5+Ht7c3wsLCiiNGIiIiIiIiolJB4zPZEydOxOjRozFnzhyl8gkTJqBly5ZaC46IiIiIiIioNNH4TPbt27fx1VdfKZUPGjQIt27d0kpQRERERERERKWRxkm2lZUVIiIilMojIiJgbW2tjZiIiIiIiIiISiWNLxcfMmQIvv76a0RHR6NBgwYAgNOnT2Pu3LkICgrSeoBEREREREREpYXGSfbkyZNhamqKBQsWYNKkSQAAOzs7TJs2DSNHjtR6gERERERERESlhcZJtkgkwujRozF69Gi8evUKAGBqaqr1wIiIiIiIiIhKG43vyW7evDlevnwJIC+5fpNgp6amonnz5loNjoiIiIiIiKg00TjJPnbsGLKzs5XKMzMzcfLkSa0ERURERERE9L5yc3Nx+PBhrFy5Un4V7pMnT5CWllbCkVFZpvbl4tevX5f//9atW0hISJA/l0qlOHjwIOzt7bUbHRERERERURE8fPgQrVu3RmxsLLKystCyZUuYmppi7ty5yMrKwooVK0o6RCqj1E6ya9WqBZFIBJFIpPKycENDQ/z8889aDY6IiIiIiKgoRo0aBT8/P1y7dg3ly5eXl3fu3BlDhgwpwciorFM7yY6JiYEgCHB1dcWFCxdgZWUlX6anpwdra2tIJJJiCZKIiIiIiEgTJ0+exJkzZ6Cnp6dQ7uzsjLi4uBKKij4FaifZTk5OAACZTFZswRAREREREWmDTCaDVCpVKn/8+DFnR6JipfHAZ0RERERERB+7Vq1aISQkRP5cJBIhLS0NU6dORdu2bUsuMCrzNJ4nm4iIiIiI6GO3YMECBAQEwMvLC5mZmejTpw/u3buHChUq4Pfffy/p8KgMY5JNRERERERlTqVKlXDt2jVs2bIF169fR1paGr766iv07dsXhoaGJR0elWFMsomIiIiIqEzS0dFBv379SjoM+sQUKcl++fIlduzYgaioKIwbNw7lypXDlStXULFiRc6VTUREREREJe63334rcHn//v0/UCT0qdE4yb5+/Tr8/f1hbm6OBw8eYMiQIShXrhx27dqF2NjYQndmIiIiIiKi4jZq1CiF5zk5OcjIyICenh6MjIyYZFOx0Xh08aCgIAwcOBD37t2DgYGBvLxt27Y4ceKEVoMjIiIiIiIqihcvXig80tLSEBkZiUaNGnHgMypWGifZFy9exNChQ5XK7e3tkZCQoJWgiIiIiIiItK1y5cqYM2eO0lluIm3SOMnW19dHamqqUvndu3dhZWWllaCIiIiIiIiKg46ODp48eVLSYVAZpvE92R07dsSPP/6Ibdu2Acib1D02NhYTJkxA165dtR4gERERERGRpvbu3avwXBAExMfHY+nSpWjYsGEJRUWfAo2T7AULFqBbt26wtrbG69ev0aRJEyQkJKB+/fqYNWtWccRIRERERESkkU6dOik8F4lEsLKyQvPmzbFgwYKSCYo+CRon2ebm5ggLC8Pp06dx7do1pKWl4bPPPoO/v39xxEdERERERKQxmUxW0iHQJ6pI82QDQMOGDXmZBREREREREdFbNE6yR44cCXd3d4wcOVKhfOnSpbh//z5CQkK0FRsREREREZHagoKC1K67cOHCYoyEPmUaJ9k7d+5UGkQAABo0aIA5c+YwySYiIiIiohJx9epVteqJRKJijoQ+ZRon2c+ePYO5ublSuZmZGZKTk7USFBERERERkaaOHj1a0iEQaT5Ptru7Ow4ePKhUfuDAAbi6umolKCIiIiIiIqLSSOMz2UFBQRgxYgSePn2K5s2bAwDCw8OxYMECXipOREREREQfjUuXLmHbtm2IjY1Fdna2wrJdu3aVUFRU1mmcZA8aNAhZWVmYNWsWZsyYAQBwdnbG8uXL0b9/f60HSEREREREpKktW7agf//+CAgIwN9//41WrVrh7t27SExMROfOnUs6PCrDijSF17BhwzBs2DA8ffoUhoaGMDEx0XZcRERERERERTZ79mwsWrQI33zzDUxNTbF48WK4uLhg6NChsLW1LenwqAzT+J7st1lZWTHBJiIiIiKij05UVBTatWsHANDT00N6ejpEIhFGjx6NX3/9tYSjo7JM4yQ7MTERX375Jezs7KCjowOJRKLwICIiIiIiKmmWlpZ49eoVAMDe3h7//PMPAODly5fIyMjQqK8TJ06gQ4cOsLOzg0gkwp49ewqsf+zYMYhEIqVHQkKCQr24uDj069cP5cuXh6GhIapXr45Lly5pFBt9fDS+XHzgwIGIjY3F5MmTYWtryznmiIiIiIjoo/HPP/+gWrVq+PzzzxEWFobq1auje/fuGDVqFI4cOYKwsDC0aNFCoz7T09NRs2ZNDBo0CF26dFG7XWRkJMzMzOTPra2t5f9/8eIFGjZsiGbNmuHAgQOwsrLCvXv3YGlpqVFs9PHROMk+deoUTp48iVq1ahVDOEREREREREVXo0YN1K5dG506dUL37t0BAN9//z10dXVx5swZdO3aFT/88INGfbZp0wZt2rTROBZra2tYWFioXDZ37lw4ODggNDRUXubi4qLxa9DHR+PLxR0cHCAIQnHEQkQfK0EGw+xkIOtVSUdCREREVKDjx4/D29sbwcHBqFq1KgYMGIDTp09j4sSJ2Lt3LxYsWPDBzhbXqlULtra2aNmyJU6fPq2wbO/evfDz80P37t1hbW0NHx8frFq16oPERcVL4yQ7JCQEEydOxIMHD4ohHCL66NzcDZ1lfmh1Mwg6izyAP74BsjW7j4mIiIjoQ2ncuDHWrl2L+Ph4/Pzzz3jw4AGaNGmCKlWqYO7cuUr3RRcHW1tbrFixAjt37sTOnTvh4OCApk2b4sqVK/I60dHRWL58OSpXroxDhw5h2LBhGDlyJNavX59vv1lZWUhNTVV40MdH48vFe/bsiYyMDLi5ucHIyAi6uroKy58/f6614IiohD2+BOz4CiJBCgAQSbOBqxsBmRTovKKEgyMiIiLKn7GxMQIDAxEYGIj79+8jNDQUy5Ytw+TJk9G6dWvs3bu32F7bw8MDHh4e8ucNGjRAVFQUFi1ahA0bNgAAZDIZ/Pz8MHv2bACAj48P/vnnH6xYsQIDBgxQ2W9wcDCmT59ebHGTdmicZIeEhBRDGET0UbqwCvg3wVZwYwcQMBswKvfhYyIiIiLSkLu7O/7v//4PTk5OmDRpEv76668PHkOdOnVw6tQp+XNbW1t4eXkp1KlatSp27tyZbx+TJk1CUFCQ/HlqaiocHBy0Hyy9F42T7Px+VSGiMig1TnW5LAdIf8okm4iIiD56J06cwNq1a7Fz506IxWL06NEDX3311QePIyIiAra2tvLnDRs2RGRkpEKdu3fvwsnJKd8+9PX1oa+vX2wxknZonGQDeRO7h4aGIioqCosXL4a1tTUOHDgAR0dHeHt7aztGIiopjvWAByeVy42tAUuOfklEREQfpydPnmDdunVYt24d7t+/jwYNGmDJkiXo0aMHjI2NNe4vLS0N9+/flz+PiYlBREQEypUrB0dHR0yaNAlxcXH47bffAORd/evi4gJvb29kZmZi9erVOHLkCP7++295H6NHj0aDBg0we/Zs9OjRAxcuXMCvv/6KX3/99f03AJUojQc+O378OKpXr47z589j165dSEtLAwBcu3YNU6dO1XqA71q2bBmcnZ1hYGCAunXr4sKFCwXW3759Ozw9PWFgYIDq1atj//79CssHDhyoNEl869ati3MViEqPOkMBc0fl8ubfAzp6Hz4eIiIiokK0adMGTk5O+Pnnn9G5c2fcvn0bp06dQmBgYJESbAC4dOkSfHx84OPjAwAICgqCj48PpkyZAgCIj49HbGysvH52djbGjBmD6tWro0mTJrh27RoOHz6sMD937dq1sXv3bvz++++oVq0aZsyYgZCQEPTt2/c91p4+BhqfyZ44cSJmzpyJoKAgmJqaysubN2+OpUuXajW4d23duhVBQUFYsWIF6tati5CQEAQEBCAyMlJhYvc3zpw5g969eyM4OBjt27fH5s2b0alTJ1y5cgXVqlWT12vdurXC/HS8BIPoXyZWwODDkJ75GSnX9sPCwRPiOkMAt2YlHRkRERGRSrq6utixYwfat28PiUSilT6bNm1a4DTG69atU3g+fvx4jB8/vtB+27dvj/bt279vePSR0fhM9o0bN9C5c2elcmtrayQnJ2slqPwsXLgQQ4YMQWBgILy8vLBixQoYGRlh7dq1KusvXrwYrVu3xrhx41C1alXMmDEDn332mdKPAfr6+rCxsZE/PtS8eUSlgmlFyJpPxUmPqZB2W88Em4iIiD5qe/fuxRdffKG1BJtIUxon2RYWFoiPj1cqv3r1Kuzt7bUSlCrZ2dm4fPky/P395WVisRj+/v44e/asyjZnz55VqA8AAQEBSvWPHTsGa2treHh4YNiwYXj27Jn2V4CIiIiIiIjKPI2T7F69emHChAlISEiASCSCTCbD6dOnMXbsWPTv3784YgQAJCcnQyqVomLFigrlFStWzHdC+YSEhELrt27dGr/99hvCw8Mxd+5cHD9+HG3atIFUqmLaon9xEngiIiIiIiJSReN7smfPno1vvvkGDg4OkEql8PLyglQqRZ8+ffDDDz8UR4zFqlevXvL/V69eHTVq1ICbmxuOHTumMDDB2zgJPBEREREREami0ZlsQRCQkJCAJUuWIDo6Gvv27cPGjRtx584dbNiwoVjve6hQoQIkEgkSExMVyhMTE2FjY6OyjY2NjUb1AcDV1RUVKlRQGKL/XZMmTUJKSor88ejRIw3WhIiIiIiIiMoqjZNsd3d3PH78GA4ODmjbti169OiBypUrF1d8cnp6evD19UV4eLi8TCaTITw8HPXr11fZpn79+gr1ASAsLCzf+gDw+PFjPHv2TGGi+Hfp6+vDzMxM4UFERERERESkUZItFotRuXLlEhsYLCgoCKtWrcL69etx+/ZtDBs2DOnp6QgMDAQA9O/fH5MmTZLXHzVqFA4ePIgFCxbgzp07mDZtGi5duoQRI0YAyJtUfty4cTh37hwePHiA8PBwfPHFF3B3d0dAQECJrCMRERERERGVXhoPfDZnzhyMGzcO//zzT3HEU6CePXti/vz5mDJlCmrVqoWIiAgcPHhQPrhZbGyswsjnDRo0wObNm/Hrr7+iZs2a2LFjB/bs2SOfI1sikeD69evo2LEjqlSpgq+++gq+vr44efIk58omIiIiIiIijWk88Fn//v2RkZGBmjVrQk9PD4aGhgrLnz9/rrXgVBkxYoT8TPS7jh07plTWvXt3dO/eXWV9Q0NDHDp0SJvhERERERER0SdM4yQ7JCSkGMIgIiIiIiIiKv00TrIHDBhQHHEQERERERERlXoa35MNAFFRUfjhhx/Qu3dvJCUlAQAOHDiAmzdvajU4IiIiIiIiotJE4yT7+PHjqF69Os6fP49du3YhLS0NAHDt2jVMnTpV6wESERERERERlRYaJ9kTJ07EzJkzERYWBj09PXl58+bNce7cOa0GR0RERERERFSaaJxk37hxA507d1Yqt7a2RnJyslaCIiIiIiIiIiqNNE6yLSwsFOaifuPq1auwt7fXSlBEREREREREpZHGSXavXr0wYcIEJCQkQCQSQSaT4fTp0xg7diz69+9fHDESERERERERlQoaJ9mzZ8+Gp6cnHBwckJaWBi8vL3z++edo0KABfvjhh+KIkYiIiIiIiKhUUGue7NTUVJiZmQEA9PT0sGrVKkyZMgU3btxAWloafHx8ULly5WINlIiIiIiIiOhjp1aSbWlpifj4eFhbW6N58+bYtWsXHBwc4ODgUNzxEREREREREZUaal0ubmJigmfPngEAjh07hpycnGINioiIiIiIiKg0UutMtr+/P5o1a4aqVasCADp37qwwR/bbjhw5or3oiIiIiIiIiEoRtZLsjRs3Yv369YiKisLx48fh7e0NIyOj4o6NiIiIiIiIqFRRK8nOycnB//73PwDApUuXMHfuXFhYWBRnXERERERERESljlr3ZFtaWiIpKQkAIBKJijUgIiIiIiIiotJK44HPjh8/zoHPiIiIiIiIiFTQeOAzQRA48BkRERERERGRChz4jIiIPgmia7/j88hF0ImaBDg1BJpMACq4l3RYREREVMaolWQbGhpy4DMiIiq9Ti6ATviPsHzz/MY24P5hYOhxwMKxJCMjIiKiMkate7LfdvToUSbYRERUemRnAKcWK5e/fg6cX/nh4yEiIqIyTa0z2UFBQZgxYwaMjY0RFBRUYN2FCxdqJTAiIiKtePkQyEpRvSzh+oeNhYiIiMo8tZLsq1evykcUv3r1ar71OL0XERF9dMzsAB0DIDdTeVk51w8fDxEREZVpaiXZR48eVfl/IiKij56BOeA7EDi/QrFcxwCoM7REQiIiIqKyS+N7somIiEqdVrMgbTQGWTqmec8r1QH67QQqepVsXERERFTmqHUmu0uXLmp3uGvXriIHQ0REVCwkOpA1mYSD6TXRtnUr6OoblnREREREVEapdSbb3Nxc/jAzM0N4eDguXbokX3758mWEh4fD3Ny82AIlIiLSCrFavy8TERERFYla3zRCQ0Pl/58wYQJ69OiBFStWQCKRAACkUimGDx8OMzOz4omSiIiIiIiIqBTQ+J7stWvXYuzYsfIEGwAkEgmCgoKwdu1arQZHREREREREVJponGTn5ubizp07SuV37tyBTCbTSlBEREREREREpZHGN6YFBgbiq6++QlRUFOrUqQMAOH/+PObMmYPAwECtB0hERERERERUWmicZM+fPx82NjZYsGAB4uPjAQC2trYYN24cxowZo/UAiYiIiIiIiEoLjZNssViM8ePHY/z48UhNTQUADnhGREREREREhCIk2W9jck1ERERERET0H40HPiMiIiIiIiIi1ZhkExEREREREWkJk2wiIiIiIiIiLWGSTURERERERKQlag18tmTJErU7HDlyZJGDISIiIiIiIirN1EqyFy1apPD86dOnyMjIgIWFBQDg5cuXMDIygrW1NZNsIiIiIiIqU06cOIGffvoJly9fRnx8PHbv3o1OnTrlW//YsWNo1qyZUnl8fDxsbGyUyufMmYNJkyZh1KhRCAkJ0WLkVBLUSrJjYmLk/9+8eTN++eUXrFmzBh4eHgCAyMhIDBkyBEOHDi2eKKlIUl7n4PCtRGTl5EKWU9LREBERERGVTunp6ahZsyYGDRqELl26qN0uMjJSYdpja2trpToXL17EypUrUaNGDa3ESiVP43myJ0+ejB07dsgTbADw8PDAokWL0K1bN/Tt21erAVLRHLqZgNFbI5CRLQUASEQSiOwfo299lxKOjIiIiIiodGnTpg3atGmjcTtra2v51b+qpKWloW/fvli1ahVmzpz5HhHSx0Tjgc/i4+ORm5urVC6VSpGYmKiVoOj9pLzOUUiwAUAqiDB57y08ep5RgpEREREREX06atWqBVtbW7Rs2RKnT59WWv7NN9+gXbt28Pf3V6u/rKwspKamKjzo46Nxkt2iRQsMHToUV65ckZddvnwZw4YNU3vnoOIVfjtRIcF+QyYAf92IL4GIiIiIiIg+Hba2tlixYgV27tyJnTt3wsHBAU2bNlXIobZs2YIrV64gODhY7X6Dg4Nhbm4ufzg4OBRH+PSeNL5cfO3atRgwYAD8/Pygq6sLAMjNzUVAQABWr16t9QBJc7kyId9l0gKWERERERHR+/Pw8FC4vbZBgwaIiorCokWLsGHDBjx69AijRo1CWFgYDAwM1O530qRJCAoKkj9PTU1lov0R0jjJtrKywv79+3H37l3cuXMHAODp6YkqVapoPTgqmuae1tCTiJEtlSktC/BWHs2QiIiIiIiKV506dXDq1CkAeVcCJyUl4bPPPpMvl0qlOHHiBJYuXYqsrCxIJBKlPvT19aGvr//BYqai0TjJfsPZ2RmCIMDNzQ06OkXuhopBBRN9zOxUDZN231A4cz22ZWW4W5uUYGRERERERJ+miIgI2NraAsi7BffGjRsKywMDA+Hp6YkJEyaoTLCp9NA4O87IyMC3336L9evXAwDu3r0LV1dXfPvtt7C3t8fEiRO1HiRprkdtBzRwL4/9N+KRnSOF3tPbCPycI4sTEREREWkqLS0N9+/flz+PiYlBREQEypUrB0dHR0yaNAlxcXH47bffAAAhISFwcXGBt7c3MjMzsXr1ahw5cgR///03AMDU1BTVqlVTeA1jY2OUL19eqZxKH40HPps0aRKuXbuGY8eOKdw/4O/vj61bt2o1OHo/lSyN8PXnbhj6uQsqGpZ0NEREREREpdOlS5fg4+MDHx8fAEBQUBB8fHwwZcoUAHkzMMXGxsrrZ2dnY8yYMahevTqaNGmCa9eu4fDhw2jRokWJxE8flsZnsvfs2YOtW7eiXr16EIlE8nJvb29ERUVpNTgiIiIiIqKS1rRpUwhC/gMIr1u3TuH5+PHjMX78eI1e49ixY0WIjD5GGp/Jfvr0KaytrZXK09PTFZJuIiIiIiIiok+Nxkm2n58f/vrrL/nzN4n16tWrUb9+fe1FRkRERERERFTKaHy5+OzZs9GmTRvcunULubm5WLx4MW7duoUzZ87g+PHjxREjERERERERUamg8ZnsRo0aISIiArm5uahevTr+/vtvWFtb4+zZs/D19S2OGImIiIiIiIhKhSJNcO3m5oZVq1ZpOxYiIiIiIiKiUk3jM9lXrlxRmDj9jz/+QKdOnfB///d/yM7O1mpwRERERERERKWJxkn20KFDcffuXQBAdHQ0evbsCSMjI2zfvl3jYeqJiIiIiIiIyhKNk+y7d++iVq1aAIDt27ejSZMm2Lx5M9atW4edO3dqOz4iIiIiIiKiUkPjJFsQBMhkMgDA4cOH0bZtWwCAg4MDkpOTtRsdERERERERUSlSpHmyZ86ciQ0bNuD48eNo164dACAmJgYVK1bUeoBEREREREREpYXGSXZISAiuXLmCESNG4Pvvv4e7uzsAYMeOHWjQoIHWAyQiIiIiIiIqLTSewqtGjRoKo4u/8dNPP0EikWglKCIiIiIiIqLSqEjzZKtiYGCgra6IiIiIiIiISiW1kuxy5crh7t27qFChAiwtLSESifKt+/z5c60FR0RERERERFSaqJVkL1q0CKampgDy7skmIiIiIiIiImVqJdkDBgxQ+X8iIiIiIiIi+o9aSXZqaqraHZqZmRU5GCIiIiIiIqLSTK0k28LCosD7sAFAEASIRCJIpVKtBEZERERERERU2qiVZB89erS44yAiIqJCiO78ifr350Nn1VzA5XOg4SjAzLakwyIiIqK3qJVkN2nSpLjjICIiooKcXgydsCmwBoBXAJJuAnf2AV8fA4wrlGxsREREJFfkebIzMjIQGxuL7OxshfIaNWq8d1BERET0lux04MR85fKUR8DFNUDTCR8+JiIiIlJJ4yT76dOnCAwMxIEDB1Qu5z3ZREREWpZ8F8jKZxDSuMsfNhYiIiIqkFjTBt999x1evnyJ8+fPw9DQEAcPHsT69etRuXJl7N27tzhiVLBs2TI4OzvDwMAAdevWxYULFwqsv337dnh6esLAwADVq1fH/v37FZYLgoApU6bA1tYWhoaG8Pf3x71794pzFYiIiDRjageIJKqXWTh82FiIiIioQBqfyT5y5Aj++OMP+Pn5QSwWw8nJCS1btoSZmRmCg4PRrl274ogTALB161YEBQVhxYoVqFu3LkJCQhAQEIDIyEhYW1sr1T9z5gx69+6N4OBgtG/fHps3b0anTp1w5coVVKtWDQAwb948LFmyBOvXr4eLiwsmT56MgIAA3Lp1CwYGBu8X8IsHwMmF0Hl4Bg2ydCC6nQPU6KZe2wenkHDgJ0iT7+OuyAkXDNrAJyUTjhV0NQ5DdP8w6t+fB50VPwKVagONRgNWHgW2ycjOxboj/8D86i9okHsePiIRZBYxQKNvAEnhMUhlAjacfYDdV+OQkZ0LJ10xGr3OQXld9eNPycjBX39ug+u9taiVG4dHcRvh1OkHSOxqqt1HcloWlh+LwrHIJEhfS5Bm/Rh96jkXOlo+AOBVInJPLEDqP38jPlsfN2Wf45FJVQxp4gZ9nXy+7L7l0fMM/HLsPpLvX8EA2W40zI2EJPU3oOFIwFX9cQ4SUzOx9Mg9/H1Ngt/iLqBPXSd09a1UeMO0p8CpRcD9w4CuKV6m1kS7++Yw0NdBZx979K/vDIm48O2w7dIjbLkQi7inElzBHXzTvDKsTdX/2xBu7kFS+FLkpMRDkFbGsmwj9GvzOSqY6Bfadu+1J9h47iEqpkTgfzr70CQzCpLX2/P24Uq+hb94dgZu7pwF46i/kCMTIVOvNhLrN0Qla/XuX70a+wIrj0fjefwD/E/yBxpnXoAk+RfAbxBQs6dafbx6dAsP9s6E+bMI2MkscVT2HC2+GKjWtpfLeA7xyYVodnsXJIkhQK0+gN9XgLjw30lzpTKsO/MAaefWwz/zEGojBVKcgG7zcYCpTeGv/fgScDoE0oRbiBYqYe/LZljz6By6+TqgX10niNVcjwuHNkP/8q+omZ2A6zGbYd/xe9i4qnF7UXY6cGYpXl7egeevpYjNrY1gmQP+5++l9n74980ErD/7APEvX8NKJIb3swy425ir1faNY5dvIv3IfFRPP4+4O3NhUm8gKnw+BFDnWPL4MjKOLkDa4xu4m2uLI6IAiBwT0NFH/eT46gs9ZBs3Q920w4oLJHp5+4Iarj16ict/LodP0m4k//M9JG5NYd32/wAzu0LbHvwnAb+dfQCPZ4fRLWcfhJgfAbdGQKMgwNKp8BeX5gIXVkJybSuavXwGsdE1oPF3gIGa037e3APZhVVIe/oYotcuGHQvCzWr18TQJq4wNVDjc+X6NuBSKIT0ZNzVr4n1CY3xS/QZBHjb4OsmbjDRL/jr0OsL6/H85Grkpr9AhJ4PLpu2RIBMgKafyC/uX8CTfcGo+fI2rt5cilefDUPzgM7qfSYBSH2VgmtbZ8Dr8SHEXp+O5y7t8VmP/4NEr/C/haxcKTYcvQ6TS8tQO+ssnt0LRvkG/aFbbyggLvgzLTNHitUno3HgehzaZe1H25wwiB/NAjzbAg2/AwwtCn5xQUDqmdVIORMK6etUXNf3ww1zf7RVa63f8iwKr4/MQ9r9M7DNMsX86Puo/HlPdFPnMxEAZDIIl9Yi5fQ61Eh5jl3/7MYj76EY6P+ZWp9JkEmBi2sgidiMZi+SIDa8DDQeDRhaqvf6SbcRt282EHcF1tJy+O15Ilp90Q8O5YzUa/+vA9ceIeH6QTy4Ng0meiIY1ewM8xZBgJ5xwQ3/PZ5nPbmJ27m22JveErufXcHQJu6o71a+8BfOTgfO/Iy0iN14mp6LBzl1MDHDFsNaVIW7tWnh7e+HA+d+AV48hMS2FkxzfdRbYaJSSCQIgqBJAzMzM1y/fh3Ozs5wcnLC5s2b0bBhQ8TExMDb2xsZGRnFFSvq1q2L2rVrY+nSpQAAmUwGBwcHfPvtt5g4caJS/Z49eyI9PR379u2Tl9WrVw+1atXCihUrIAgC7OzsMGbMGIwdOxYAkJKSgooVK2LdunXo1auXWnGlpqbC3NwcKSkp/80TnvoEWNkESE9SrBwwG6j/TcEdRh6A7Pc+EEMmL3ot6OF/ujOw4LtA9T4I3ri2Bdg9VLFM3wwYHA5YVVHZRCYT0HvlKUyM/w4+4vuKC707A93XFfqyY7dfw47LjxXKqtqY4o8RjaCnU3hikJUrRfCiRZicNhMS0X+7aLZIH3pDDgF2hR+YX2XmoOPS04hJTlcoH9zIBT+09yq4cWYKhJVNIHoRo1C8PLcDLrmPwpqBtQtsnpCSifY/n0TF9LvYrjcdRqKs/xaKxECP34CqHQpdh5cZ2Wi35BTiXr5WKB/Z3B1BrQr4oSQzFfi1KfA8SqF4VW5bzMrtBwDo8pk9FvaoVeDrzz14B8uPKfbhWM4If37bCOaGany9PLsMOPR/CkVPBXMMN16E0FFfFPjFdvmxKMw9eAeNxDcQqjsPuqK3bkWR6AH99wJO9fN/bUHAo0XN4ZB6RaH4lNgP1cYegIWRXoGhX4h5jr6rz8FEmoJ9+t/DXvRMsULT/yv0PtjspLvIWt4UpoLiPrjVbiJ6fj2pwLb/dZIBrGoOPL2tWO43CGi/qNDm3/5+FZ43F+IbHcUrjQQLJ4iGHi/4y+GDU8BvnQBZzn/hCBIMyJmIszJv9KrtgDldC0+Uj20NQdPbUxXKXsEIWYHhqOBUwN+iTAasawfEnlEoDpP6YobpZLX2w83nY/F/u28olFkY6uLPbxup/cV2y6lbqPN3Z7iKExTXodbXMO30U8GNH56F8FtHiKT/jV+SI0gwMGc8mrXpgcGNXQt9/XPRz/DlmvOQSDMxWWcjukhOwlCUjXSLKjBuHwy4+xfax6UHz3F6zXiMkmxXKM80soXBN6cB4/y/YK8/8wBT997EV5K/MFl3k+JCY2tg6PHCE/Udg4B/diqW2X0GfBUGSAr5vf/sL8Ahxb+Xp4IZ2mfNhrW9C3YNbwBdSQGfK8d/Ao7OVCh6IpRD+6zZeA4z1HKwwM5hDfL94Uv69xRIzixWKHsos8byKmswp9/nBcf+lvToc9D5rQP08d++kCuIsaPKfPTqW/gPJTm5UtyZ0wTVcxX355sm9eE99mCh7QetOY2gh8NRTfxAcUHNPkDn5QW27bv6HE7ff4a5Or+ip84xxYUVqwNDwgGd/L+bZP05HvqXVyqURclssctvA8Z1LPjzVO55DGS/NoM484VC8cScwajw+dcYG1DwyQMAwF9jgIurFYruyuzxrclC7BjZovAfbP4YAVzdoFhWsRow5EiB6w8ASLqD7JXNoSf97/NAJogwWTIK346aBBtz9X40XHUiGo5hQxAguaRQnm1XB3qDD+X/4+vDM8D6jgrH8xxBgv45E3Fe8MbKL/3Q0qti/i8skwGhbYBH5xSKD0prY5xkHPZ80xBuVib5t7+xA9g5GMB/3+lyxQYQBh+Grl11peoqv1uTStxWH44m21rjy8U9PDwQGRkJAKhZsyZWrlyJuLg4rFixAra2xTeNSHZ2Ni5fvgx///++TIjFYvj7++Ps2bMq25w9e1ahPgAEBATI68fExCAhIUGhjrm5OerWrZtvn2o7v0I5wQaAEz8BOZkFNpUemaWQYAOAoSgbfbO2YdO5WPVjkMmAo7OUy7NSgdOLlcv/dfzuU1g8CldOsAHg5m4g4Z8CXzYmOR07rzxWKr+d8Ar7b8QXGjYA/HU9Hj1e/aaQYAOAnpCF9MNz1Opj5+XHSgk2AKw/+wBPX2WpaPGWqxuVEmwAGCQ5iCt37uNK7AsVjf4TeiYGyWnZGK6zRzHBBgBBBhxR8b6o8PuFR0oJNgD8ejIaKRk5Klr869rvSgk2AAyQHIIVXgIAdl+NQ9TTtHy7eJ6ejTWnlLdB7PMMbL/0qPDgczIhO66cgFiJUtAidTd2FNBHRnYufjmat/99p7NTMcEGAGk2cHxugS+ffutvpQQbABrJLiE87K9Cw18cfhc5UgF9JeHKCTaQ9zeUmVJgH3F/zVNKsAGgUdwqxCTlc3/tu/7ZoZxgA8DldcDLgo8HkQmvcPJaJAZLlMfQEL18CFzZoKLVW47NUfhCBgB6IilG6ewCkHeVQ+yzgn9YzczKhsftJUrlpsjA478K+VuOCldKsAGgpeQyLF9cx7aLBe+HOVIZFh2+q1T+8nUOVp+MLvi13+oj9shqpQQbAIyurQVeJRbcwfG5Cgk2AOiKpBitsxNLj95HZk7h45gsPnwPOVIBmdDH97lfoVbWr/gscwUCDZeolWADwMqwCAwWK9/SZZARD1xam2+77FwZloTfgz6y8a3OHuUK6UnAhV8LfvHEm8oJNgA8uQJEFvK3mJMJnJinVGwlSkWgziHciEvB3zcLeA+yXgGnQ5SK7UTP0U+Sd1VAxKOXOHw7nz7Sk4FzygmokzgJxre34n7Sq4Ljf8vz/TMVEmwA0BHJ4BW5tPDPJACXj+5SSrABwDvtLB5fP1Zg24sPnsMk6i/lBBuAcO13IFnF5/2/ztxPxun7z+AkSkB3yXHlCok3gJt78n/xVwnQvbJGqdhNHI/0i5vxPD1bRSMVzi5VSrCBvM+ItSfv4WVGIf28fAThUqhScRVxHGqlHFY6MaDkeTRwdaNyeeI/wD+7Cm4LQHpykUKCDQBikYAhub8j9LR6x6PMHCnCjxxUSrABQO/JBeB+WP6NVRzPdUVSfKezEzIBWBimfKxUcO9vpQQbAFpLLsIp6y5WHlf+ziEnCMDR2Xg7wQYAHVmm0g9YRGWFxkn2qFGjEB+flyhNnToVBw4cgKOjI5YsWYLZs2drPcA3kpOTIZVKUbGi4q9sFStWREKC8pcfAEhISCiw/pt/NekTALKyspCamqrwUBKn/OUeAPD6Rd5l5PmRSSFJVP4QBYAa4mhcf/wy/7ZKr/U8/y/hT/KJD8C1xy9RQ1zAwfLJ1QJf9kZcCvK7PuKamvH/8+gZvMQPVS4Tx0eo1cf1x6oToBypgNvxhSQ4+bx/+qIceIof4UY+fctf+1He8hoi5SQVQF7SlKOcPCv1k8/2ysyR4W5BX+7yeY/0RFJU/Xe7CgIKXI87CanIzpWpXHatkPUHALx4oPILEQDUEEXl+/4AeT/UvMrKlddVqYB9GABe3Ff+MvBGzqPCB4qSv4fifL785KQDTwv+UmKQdE1lub3oGe5Fq/elKt+/N0EGxKvu/43rj1/CQ/QY+qJ8fpApZBvm99o1RHmxy4S8v/eCPHr8ELZQ8SMFAIsXBf9gV9CxpoY4GtcLee2ElMx8kxe19uF/+3DNUT1Oh0TIBRJUH6/l8tnG1UXReJmRg0fPC7/6693jQBb08BxmhR6H3vY67jaM3/3Br5AYASDu5Ws8S8+GkygRFiLlH4zyKhVtPyp0GZD3efk6/+MIkP9xEkDegHHZqn9MfPtzLt8+Em9CIlOdvOV9Jqv/HuS3v1cTxeBOQuE/umU+VE6s3nh2N//jHZD3eVgzn2OZCAJQwOfqm7+V6qIYiEX5fLgXdCxJuAGxkKtykbdwX611z3sN1fuKjegFLHOTEZlQyA8eCdchElT/qFWzkM+kvNePwLtJYmGxvS33serPHWdxIqJiC0nw//XgWTrc8jkeASj4bzGfGGv++3d0Oz4VOVLVn/kFtQeAmoX9LWSmqPzhHwBE8YVvO6LSSOMku1+/fhg4cCAAwNfXFw8fPsTFixfx6NEj9Oyp3j2KpV1wcDDMzc3lDwcHFffV5XePmkQfMC3gchyxBFJTe5WLHglWmt23Y2AOGFioXmaR/z10DpZGeCQo3+P+X1vHAl/WwdKwwL7VYVfOFPFCOZXLpGbq3cdYqYBtVamAGAHk+/7JBBEeCxUKbe9QLm/5I8FKdQUTG0Cn8EvD8nu/xSLA3qKAGAp4f99+b9/EqUolC6N8bzct6D2WM60ImUT15XOPBOsC3x9bc0PoSkRK8SooYB0BwLiiW77LRJYF78PAf/tPvq8vkgDmBd8HmGmiel9NFQxhbV3AceBtBa1nIdvAoZwR4lABMiGfN7KQ9vktf3u/LmgfAoAKFWzwSlBdJ81Q9bFOnfgeCVaF/h2WN9GDkZ7qe03VPZaWN9FDvKiA42Fh9yPnsw6PBSvo6YhhbVb040Chx7G3iC3tkSvk85FfwHauYKIHA10xEgVLZAn5XNZdxG2Qt6yQv0XTinmfmyq8+dss6FgCs0r5DhincCzM77PJwhECVP/9aPqZnN/+HidUQCU1Phsl5ZzzXWZYseDbDhwsDfP/PAIKfB8K/TwDivweP4I1KlmouQ3zeY00wQDPRWawL+zvoZDPxUI/1wrazwvbjwGI82n/XDBBhfJq3A8NoKKpAeJFBXx2FBhjfsfzvL8DGzODgm+7KKDvvONxAe+jvilgpHodBXM1xnQgKoU0TrLfZWRkhM8++wwVKqg3kFBRVahQARKJBImJipd0JSYmwsZG9eA9NjY2BdZ/868mfQLApEmTkJKSIn88eqTiksU6XwNiFff2+PQtdIAMSYMRKsvXC+3Rr54GByOJbl4c7xKJgfrD823WroYtLho3Q6JgobRMsKkBuBR8D5qPoyV8nZTXsZyxLrp8VsiX6n91/awSNotV37Ns0nSUWn30qu0AUxX3/LbwtIZrQfcNAYDvQAh6ynX+lvlB38oNTT0K+NINoH99Z+hKRFgjbaO6Qv3hag2Y1LeuIwx1lb8gtq1uC7uCkuzP+ufde/+Ow1IfxAh5t3X4OFrA10n1DxkA4FjeCK1U3J9lrCdB7zqFf6GAoSXEPn2VirMEHWyXtEXvOvn/WFLOWA+dffL2lTXSfIbGafBtgS9v6dsNz3SU478v2KNuy8LHWxjcyAUAsEnaAq8FFfdvV+sKmBV8i0wF/1GQqjjMHjbugFquat5eU6uv6h/LXD4HbAu+H7quSzlY2rnjoEz5nkdB1xjwCyz4tfMZP2L1v+9JHZdyqFFJRWxvsTQ3xSXrrkrlUkEEkyYFv4fw6giYK+8nkbJKuKTzGfoUsh8a6emorCMRizCwgXPBr/1WH9JaXyJVxQ8FKQ7NgQqVC+6gvurj+WppW3T3raTW2AZf/bsvvmuIGvdzv9Hl89r4U6Y8hkGu2AConf/9wKYGuuhV2xEpMMFOqYpjv0RP9efM25wbAba1lMtNKgLVuxfc1tAy73PzHdmCBOulrVDBRB+dahVwP7ip6tfIFHSxUZp3qX1FM310qJlPH+VckFtZ+TieJhjgqtUXqO2c/zH0Xfqfq97fT1j1hEuFQgasAlCz1Zd4AuVE95HEAVUaKv+Nva25pzWuWAQgWVD+XJBVqg041Mm3bSsvGziWM8I1wR0XZSrGcjEqD9Qs4Jhq5YHXTs2VilMFI8S7dINjeTWT7Lr/g6DiB5NN0hZoXs258B8qbKoBLsqDjr4UjLFfpzl6Ffa5Zu8LOKoYB8SofN5glIXQbTgCMhU/2GyQtcGXDd0LbQ8AlsZ6sPFpjTsy5eNijrFd3rg5+cnneL7q3+P54MaqjzNyXp0AM+XvcLdlDjgtVM/3OAUgb2C9uv9TKhYggkxFOVFZoHGSLQgCtm/fjuHDh6Nbt27o0qWLwqO46OnpwdfXF+Hh4fIymUyG8PBw1K+vevCj+vXrK9QHgLCwMHl9FxcX2NjYKNRJTU3F+fPn8+0TAPT19WFmZqbwUGJbE+izJW9AEAA5YkNI6w4HWhd8H2le4MOR02I6Xunk/eoXK7PCbNHX6Nnvf3C3LiQ5fFfTSZA2Hocsyb/tylcGuoUWmCgb6Eqw5utmWGS/ECdk1SETRMiFBBnu7SHqt1Ot5HB1fz98UcsOev/+KlrZTIbfBvoVOtjUG5bGemj79UxsMhuMp0LeKMDJurZIb/uzWgOGAYCdhSF++6qOPOHXFQvo4WuPxb3VGM3SwhGiL3cjyyZvBOvXgh425zbHPtcp2PhV3UJHhq5mb47VA2ojzropvssejlghL9kTjCoALaYCDUaqtQ5O5Y2xflAd1KiUt48Z6orRr54jfupWyAjr5vbAl3sAh7oAAJnEAAfETTAqZwR0JSJ0rGmHNQMKH2xmYY9a6F3HEQa6ee9jLQdz/PZVHfXP3rSei+w63yBTnPcF8pbMCXMtpuL7r3rA1rzgswYzOlXDoIYu2KsTgGk5/ZEsyvsyK5hVyhvwq0aPgl9b1wDGQw4g0qw+pIIIuYIYJ0R+eNllC5ytCx8YpKtvJczsVA2ZZq4YmD0Bt0R5Z8YFXWOg9hCgo/J9xu8y9WiC+IAVeKyT9+XthWCCg+W+RLNhhbeVM7ECBuyFzLFB3utL9IGavYEehdxPDUAkEiE0sDYOe0zD79IWyBDyzgi+tvaB6MtdgKVzwR349AXazpd/sUoWV8DknIHYg2bo7GOPX79UY4R3AA2HhOCEbSBeCnnHoVhxJUR+vhTOvq0KbqhrCAzYC6lbS8ggRq4gxgFpbcytMAvrv6qn1n44sY0nhjd1g5lB3g9uNoYClvWuqfKHwPyM+OJz7Km+DFeQN7BSFvQQ59IN5v1+K7xxzZ5A+0XINMr7USVeKIdZ0i9hVG8QpnbwVuv1u/s5YMYX3rD9d2Akcz0BU9p5okdt9Ucn7+Rjj+w2IdguboP0f/eDp2Ze0Om/s9AfCr5vVxVDm7jiJ53BWJXbFmn492+3YnWg9xbARnnQIgUiEdB3B+DdGYJYN++LtUtTYMC+vDNchWk9F6g/AjK9vLq3ZI4YkjMW5dz88PuQuoUPVtVhMVBnKPDvD6cP9asgMGc8omGPxpUrYPOQejAuYBBG3W6rkOLVF1mivO12VVYZMw0nYNaA1oXH/pZydXrhYaO5SBTnfR4kCZbYZ/MNvvh6ulrtzUxMkNV3D67o15Ef066ZNILJ4D8LHR1cRyLGiiEt8LPD/7N312FRpW8fwL8zdIMgWChgsAqoKHYAtmvrroWFHdi9a7fu2rq2gl3YrSjYje3aCqvYAgJK3u8f/Dgvw9SZAHX3/lzXXMqZec55ZubMOU/f83A+I/O8S4UREt1bQdphm8q0xoZSbOpZBfVKO6JP6nDsSa+B1KzgNC61MhehNFfd2GDWIQTvS7ZFMjLLAFfJHXMsR+P3dn6i3jsAoGgVSNptxBfbzPM1jsyxIqMF/qkwEn/8KiJSAQC0XY9Ur/ZIlWTm41LGT5hmPwsLejRQ3XCdpf1mwKstyCAzfUaxmqLePwCguD8yWq/BB5PM3+0HssJ60wCU7zQdHoXERzuY1KIsDpZbgiMZlZBKBsiABB8L1oZR9wOZ10xlyncAmszLHN0B4C3sMSG1K06aNcSYxj+pX4TR2Bzouh9UvB4IEqTCAIfSK2O85WQs6eijfnXyWiMA/3FCjzblc8M1l34gN3/R752xHwppaNCgQWRiYkKNGjWirl27Urdu3WQeuWnr1q1kYmJCwcHBdO/ePerduzfZ2trS69eviYioc+fONGbMGOH1586dI0NDQ/rzzz/p/v37NHHiRDIyMqLbt28Lr5k1axbZ2trS3r176datW9SiRQtydXWlL1++iM5XXFwcAaC4uDiFz6fEv6e9u3dSSkqKZm84PY1SEj7Sh7gE2rNnj+bps46fkkJ7d4dSSvx7jdMmJqdS/Kf3tG/Xdq2O/yUljT59TtIp/5/iPtOeHZsoJTlZq/RERB/ik2jnLi3z8CWOYuNiaXuodunjvqRQYtIXOrBzE6V8FX9eZZeSkkJbd+6hhKSvmif+EkcpXzLPoU+fk+hLSprGu0hI+kpbd2r/HVJaCiV8eqvVPlLS0inuSwqlJH/N/AyTNf8MkhPj6cOHD1qdh+npGRSblEJfvybTgdDNlPIlQePjExF9ev+adoaG6vQ7PhC6hVKSPmuV/ktKGn2Kjc3ch8bXonSipE+UkvyVtobuoc+J2p3HiYkJtHPbZu0+g+QESoj7pPV5mJqWTh/iE3W6FiV9+Uo7tmn5HfzvM/wQ95lCtbwWpadn0Pu4RNq1W/v3kJycTFu376Svse80Tpv1Ge7dvVOr+wkRUUpSPO0P3apd/tNSKCX+Pe3YlXkt0yY9fYmllJQU2h6qxT5Skykh7gN9Tvyi2z05OZlCt22ihEQt3gNlXgt27thGn2M/apU+LuELhW7fSilJ8RqnTUpOo7iEL5llggQtjp/6leJjP1BC0lfdPsP497RtR6h290QiSkn6THt2bKEP8Vp+B7qcxxkZlPjpDW3dsUun+0Horj304cN7omQN70n/uxYlf/1Cm3fuoS9ftShbJSdQUvwn2qLN9Tg97X/3k2SV54C6sjX7f/xZ5R1NPmuN42Rv2LABu3btws8/axzdUGft2rXDu3fvMGHCBLx+/Rrly5fHkSNHhIXLoqKiIM0WuqB69erYvHkzxo0bh99++w0lS5bEnj17hBjZADBq1CgkJiaid+/eiI2NRc2aNXHkyBHdY2RnZ2oNkmj8UQNSAxhZ2MEqVcUq0iKRxEB8PNJszI0NkSqxRoZUXA90TqZGBjDQPBy7DAszE8DIQlw8WiWsTA0hInKYYqbWMDdIhZKpnWpZmxohNRVIM7RQ29ugMhuGEBX+TD6hNfC/c8jCxBBGCoafq2NsKIWpLl+jgRGMLWy12oeRgRRGBlKkpqZmfoYSzT8DY3MrWBlp9zuSSiWwMTPKPL6BeebwWC1YWOeDoYH23z8ApBmYqQ8To4SpkQEMzM0z96EpqTQzDm5qKkwNABMtziEAMDIyhqGJZvFgBcYWMJakan0eGhpIxcVTVrMPIxMtv4P/fYZWhqlQNe1R9S4ksDYzgiYh1nOSSCQwNTaE1FyzOOHA/3+GJDHU6n6SuRNTpBtoeX81MAJMrWEkhcqeZ5XpDWyA1Mzrucb7MDSGhXU+pOp6T5ZIYGBiAWMj7S+qhkYmMDHXcGTb/5gZG2TG1RaxLoiitIaSjMwygYIpVWoZmsDKxkT3z9DUGiZGBtrdE/+XDxiZwUrrC4oO57FEAiMLO2GEmLYMpICVlTVgpOF17X/XIklqKswNoXZknkLGFjCUpMJMm49PaiDcTxj7N9P452FjYwM3N/HzwPQtKCgIQUGK57iFh4fLbfv111/x66/K53xJJBJMmTIFU6ZM0VcWGWOMMcYYY4z9R2ncjDZp0iRMnjwZX76oDz/EGGOMMcYYY4z9l2jck922bVts2bIFjo6OcHFxgVGOYSrXr6uJl8kYY4wxxhhjjP1LaVzJ7tq1K65du4ZOnTrByckJEh3myTLGGGOMMcYYY/8mGleyDx48iKNHj6JmzZq5kR/GGGOMMcYYY+yHpfGcbGdnZ8VxoRljjDHGGGOMsf84jSvZc+fOxahRo/D8+fNcyA5jjDHGGGOMMfbj0ni4eKdOnZCUlITixYvD3NxcbuGzjx8/6i1zjDHGGGOMMcbYj0TjSvaCBQtyIRuMMcYYY4wxxtiPT6NKdmpqKiIiIjB+/Hi4urrmVp4YY4wxxhhjjLEfkkZzso2MjBAaGppbeWGMMcYYY4wxxn5oGi981rJlS+zZsycXssIYY4wxxhhjjP3YNJ6TXbJkSUyZMgXnzp1DxYoVYWFhIfP8oEGD9JY5xhhjjDHGGGPsR6JxJXvNmjWwtbXFtWvXcO3aNZnnJBIJV7IZY4wxxhhjjP1naVzJfvbsWW7kgzHGGGOMMcYY++FpPCc7OyICEekrL4wxxhhjjDH23Tl9+jSaNWuGQoUKQSKRqF2jKjw8HBKJRO7x+vVr4TUzZ85EpUqVYGVlBUdHR7Rs2RIPHjzI5XfC8oJWlez169fDy8sLZmZmMDMzQ9myZbFhwwZ9540xxhhjjDHGvrnExESUK1cOS5cu1SjdgwcPEBMTIzwcHR2F5yIiIjBgwABcvHgRx48fR2pqKho0aIDExER9Z5/lMY2Hi8+bNw/jx49HUFAQatSoAQA4e/Ys+vbti/fv32Po0KF6zyRjjDHGGGOMfSuNGzdG48aNNU7n6OgIW1tbhc8dOXJE5u/g4GA4Ojri2rVrqF27tjbZZN8JjSvZixcvxrJly9ClSxdhW/PmzeHh4YFJkyZxJZsxxhhjjDHGAJQvXx7Jycnw9PTEpEmThE5KReLi4gAA+fLlU/qa5ORkJCcnC3/Hx8frL7NMbzQeLh4TE4Pq1avLba9evTpiYmL0kinGGGOMMcYY+1EVLFgQy5cvR2hoKEJDQ+Hs7Aw/Pz9cv35d4eszMjIwZMgQ1KhRA56enkr3O3PmTNjY2AgPZ2fn3HoLTAcaV7JLlCiB7du3y23ftm0bSpYsqZdMMcYYY4wxxtiPyt3dHX369EHFihVRvXp1rF27FtWrV8f8+fMVvn7AgAG4c+cOtm7dqnK/Y8eORVxcnPCIjo7OjewzHWk8XHzy5Mlo164dTp8+LQx3OHfuHMLCwhRWvhljjDHGGGPsv65y5co4e/as3PagoCAcOHAAp0+fRpEiRVTuw8TEBCYmJrmVRaYnGvdkt2nTBpcuXYKDgwP27NmDPXv2wMHBAZcvX0arVq1yI4+MMcYYY4wx9kO7ceMGChYsKPxNRAgKCsLu3btx8uRJuLq6fsPcMX3SuCcbACpWrIiNGzfqOy+MMcYYY4wx9t1JSEjA48ePhb+fPXuGGzduIF++fChatCjGjh2Lly9fYv369QCABQsWwNXVFR4eHvj69StWr16NkydP4tixY8I+BgwYgM2bN2Pv3r2wsrISYmjb2NjAzMwsb98g0yutKtmMaULyzxVUfP4XDEKWAs6VgGoDAOtC3zpbjDHGGGOMiXL16lX4+/sLfw8bNgwA0LVrVwQHByMmJgZRUVHC8ykpKRg+fDhevnwJc3NzlC1bFidOnJDZx7JlywAAfn5+Msdat24dunXrlntvhuU60ZVsqVQKiUSi8jUSiQRpaWk6Z4r9i9zbC4MdgShC6cAnAP9cAm7vAHqGAba8GiJjjDHGGPv++fn5gYiUPh8cHCzz96hRozBq1CiV+1S1P/ZjE13J3r17t9LnLly4gEWLFiEjI0MvmWL/EkTA8YmQULrs9oQ3wPnFwM9zvk2+GGOMMcYYYyyXiK5kt2jRQm7bgwcPMGbMGOzfvx8BAQGYMmWKXjPHfnAJb4BPzxQ/F3Uhb/PCGGOMMcYYY3lA49XFAeDVq1fo1asXvLy8kJaWhhs3biAkJATFihXTd/7Yj8zUBjAyV/ycVUHF2xljjDHGGGPsB6ZRJTsuLg6jR49GiRIlcPfuXYSFhWH//v3w9PTMrfyxH5mRGeDdSfFzlXvnbV5+ZJ9fQ3rsN/jfHwuD9U2BG1u+dY4YY4wxxhhjSogeLj5nzhzMnj0bBQoUwJYtWxQOH2dMToNpSE9LASI3wYBSAcsCgP9vQMl63zpnP4akj8Ca+jCIjYI1AES/BKIvAh+fAnV+/9a5Y4wxxhhjjOUgupI9ZswYmJmZoUSJEggJCUFISIjC1+3atUtvmWP/AoYmyGj8J46lVUODmhVgZO8KGBh961z9OK6HALFR8tvPLwaq9QfM7PI+T4wxxhhjjDGlRFeyu3TpojaEF2PKpBmYAXZcwdbYq0jF29O+AG/vA8Wq521+GGOMMcYYYyqJrmTnjP3GGMsDtkUVb5dIARuOM84YY4wxxtj3RqvVxRljeaRioOIV2ks3B2y5ks0YY4wxxtj3hivZjH3P7IsDnUKRUdAbAEBG5oBPd6DlX984Y4wxxhhjjDFFRA8XZ4x9I8WqI737cRzevxMNGjeDkZnlt84RY4wxxhhjTAnuyWbsB5FmYA4YmnzrbDDGGGOMMcZU4Eo2Y4wxxhhjjDGmJ1zJZowxxhhjjDHG9IQr2Ywx9gP4lJSCtIxvnQvGGGOMMaYOL3zGGGPfsRP33mDWkb/x+G0CTKQGuGPwAGN/LgNjQ24jZYwxxhj7HnElmzHGvlM3omPRd+M1pGUQACA5Q4J1518gnYApLTy/ce4YY4wxxpgi3BXCGGPfqZDzz4UKdnbbrkTj89fUb5AjxhhjjDGmDleyGWPsO/XPpySF25PTMvA+ISWPc8MYY4wxxsTgSjZjjH2nyhWxVbjdwdIYhW3N8jYzjDHGGGNMFK5kM8bYd6p7TVc4WBrLbR9crxQvfMYYY4wx9p3ihc8YY+w7VcjWDLv718CyiCe48uwDpMmfMaRJBTQuW/hbZ40xxhhjjCnBlWzGGPuOOeczx4xWXkhNTcWhQ4dQr7Tjt84SY4wxxhhTgccbMsYYY4wxxhhjesKVbMYYY4wxxhhjTE+4ks0YY4wxxhhjjOkJV7IZY4wxxhhjjDE94Uo2Y4wxxhhjjDGmJ1zJZowxxhhjjDHG9IQr2YwxxhhjjDHGmJ5wJZsxxhhjjDHGGNMTrmQzxhhjjDHGGGN6wpVsxhhjjDHGGGNMT7iSzRhjjDHGGGOM6QlXshljjDHGGGOMMT3hSjZjjDHGGGOMMaYnXMlmjDHGGGOMMcb0hCvZjDHGGGOMMcaYnnAlmzHGGGOMMcYY0xOuZDPGGGOMMcYYY3rClWzGGGOMMcYYY0xPuJLNGGOMMcYYY4zpCVeyGWOMMcYYY4wxPeFKNmOMMcYYYxqITQYO33mNay8+feusMMa+Q4bfOgOMMcYYY4z9KGYdeYB11w2Qcf0WAKBsERus7uIDR2vTb5wzxtj3gnuyGWOMMcYYE2HvjZdYc+4FMiARtt36Jw6jQ299w1wxxr43XMlmjDHGGGNMhF3XXyrcHv7wHT4kJOdxbhhj36sfppL98eNHBAQEwNraGra2tujRowcSEhJUpvn69SsGDBgAe3t7WFpaok2bNnjz5o3MayQSidxj69atuflWWF6LfwXJvd1w+HwPIPrWuWGMMcbYD+pLSrrC7UTA17SMPM4Ny0unT59Gs2bNUKhQIUgkEuzZs0fl68PDwxXWM16/fi3zuqVLl8LFxQWmpqaoUqUKLl++nIvv4jvwNR64tw94cARI+/c2TP0wleyAgADcvXsXx48fx4EDB3D69Gn07t1bZZqhQ4di//792LFjByIiIvDq1Su0bt1a7nXr1q1DTEyM8GjZsmUuvQuW505OAxZ4wXB3L9R4PAuGK2sAH59961wxxhhj7AdUp7Sjwu0/FbBCYVuzPM4Ny0uJiYkoV64cli5dqlG6Bw8eyNQzHB3//xzatm0bhg0bhokTJ+L69esoV64cGjZsiLdv3+o7+9+H2zuBeaWB7Z2BLe2AeWWAZ2e+da5yxQ9Ryb5//z6OHDmC1atXo0qVKqhZsyYWL16MrVu34tWrVwrTxMXFYc2aNZg3bx7q1KmDihUrYt26dTh//jwuXrwo81pbW1sUKFBAeJia8sIV/woPjgCn/wAy0oRNkvcPgd19vmGmGGOMMfaj6lKtGLydbWS2WZoYYlpLz2+UI5ZXGjdujGnTpqFVq1YapXN0dJSpZ0il/1/9mjdvHnr16oXAwECUKVMGy5cvh7m5OdauXavv7H97sVGZZfCUbCORk94D2zoBKUnfLl+55IeoZF+4cAG2trbw8fERttWrVw9SqRSXLl1SmObatWtITU1FvXr1hG0//fQTihYtigsXLsi8dsCAAXBwcEDlypWxdu1akJohxcnJyYiPj5d5sO/QLSXD/qMvAR+f5m1eGGOMMfbDMzc2xKYeldClZDo6VXHGyIbuODncFz4u+b511th3qnz58ihYsCDq16+Pc+fOCdtTUlJw7do1mbqKVCpFvXr15Ooq2f2w9ZA7oTIdX4KvscCjo3mendz2Q4Twev36tczQCgAwNDREvnz55OY1ZE9jbGwMW1tbme1OTk4yaaZMmYI6derA3Nwcx44dQ//+/ZGQkIBBgwYpzc/MmTMxefJk7d8QyxupX7R7jjHGGGNMCSMDKSo6EH7+uTSMjIy+dXbYd6pgwYJYvnw5fHx8kJycjNWrV8PPzw+XLl1ChQoV8P79e6Snp8PJyUkmnZOTE/7++2+l+/1h6yGpX1U89+8rl3/TnuwxY8YoXBAg+0PVSaYP48ePR40aNeDt7Y3Ro0dj1KhR+OOPP1SmGTt2LOLi4oRHdHR0ruaRacm9seLtdq6AY5m8zQtjjDHGGPvPcHd3R58+fVCxYkVUr14da9euRfXq1TF//nyd9vvD1kPcGynebmAMlKin+Lkf2DftyR4+fDi6deum8jVubm4oUKCA3AIAaWlp+PjxIwoUKKAwXYECBZCSkoLY2FiZ3uw3b94oTQMAVapUwdSpU5GcnAwTExOFrzExMVH6HPuOlOsI3NsLPDkpbCIjc0iaLQAkEuXpGGOMMcYY07PKlSvj7NmzAAAHBwcYGBjIRT5SV1f5YeshhbyBakHAhSXZNkqABtMAS8ULCv7IvmklO3/+/MifP7/a11WrVg2xsbG4du0aKlasCAA4efIkMjIyUKVKFYVpKlasCCMjI4SFhaFNmzYAMlf3i4qKQrVq1ZQe68aNG7Czs/sxT14my9AYCNgJPDyK9KfheBD9ESV/mQAj+6LfOmeMMcYYY+w/5saNGyhYsCAAwNjYGBUrVkRYWJgQ2SgjIwNhYWEICgr6hrnMRQ2nA2VaAPf3Z/Zge7YBnP6do0t/iDnZpUuXRqNGjdCrVy8sX74cqampCAoKQvv27VGoUCEAwMuXL1G3bl2sX78elStXho2NDXr06IFhw4YhX758sLa2xsCBA1GtWjVUrVoVALB//368efMGVatWhampKY4fP44ZM2ZgxIgR3/LtMn2SGgA//YyM4vXx6NAhlLQu+K1zxBhjjDHGfjAJCQl4/Pix8PezZ89w48YN5MuXD0WLFsXYsWPx8uVLrF+/HgCwYMECuLq6wsPDA1+/fsXq1atx8uRJHDt2TNjHsGHD0LVrV/j4+KBy5cpYsGABEhMTERgYmOfvL884V858/Mv9EJVsANi0aROCgoJQt25dSKVStGnTBosWLRKeT01NxYMHD5CU9P9LwM+fP194bXJyMho2bIi//vpLeN7IyAhLly7F0KFDQUQoUaKEsJQ+Y4wxxhhjjAHA1atX4e/vL/w9bNgwAEDXrl0RHByMmJgYREVFCc+npKRg+PDhePnyJczNzVG2bFmcOHFCZh/t2rXDu3fvMGHCBLx+/Rrly5fHkSNH5BZDYz+eH6aSnS9fPmzevFnp8y4uLnKht0xNTbF06VKlQeMbNWqERo2UTMJnjDHGGGOMMQB+fn4qw/wGBwfL/D1q1CiMGjVK7X6DgoL+vcPD/8N+iDjZjDHGGGOMMcbYj4Ar2YwxxhhjjDHGmJ5wJZsxxhhjjDHGGNMTrmQzxhhjjDHGGGN6wpVsxhhjjDHGGGNMT7iSzRhjjDHGGGOM6QlXshljjDHGGGOMMT3hSjZjjDHGGGOMMaYnXMlmjDHGGGOMMcb0hCvZjDHGGGOMMcaYnnAlmzHGGGOMMcYY0xPDb52BfwMiAgDEx8crfD41NRVJSUmIj4+HkZGRxvvn9Lql/x7y8F9P/z3k4b+e/nvIw389/feQh/96+u8hD//19N9DHv7r6b+HPKhLn1WmzipjM+XU1UOY/mhyXnIlWw8+f/4MAHB2dv7GOWGMMcYYY+zf4fPnz7CxsfnW2fiucT0k74k5LyXETUQ6y8jIwKtXr2BlZQWJRCL3fHx8PJydnREdHQ1ra2uN98/pdUv/PeThv57+e8jDfz3995CH/3r67yEP//X030Me/uvpv4c8/NfTfw95UJeeiPD582cUKlQIUinPblVFXT3ke6WP8zivaXJeck+2HkilUhQpUkTt66ytrXU6iTi9bum/hzz819N/D3n4r6f/HvLwX0//PeThv57+e8jDfz3995CH/3r67yEPqtJzD7Y4Yush3yt9nMd5Sex5yU1DjDHGGGOMMcaYnnAlmzHGGGOMMcYY0xOuZOcBExMTTJw4ESYmJpz+G6T/HvLwX0//PeThv57+e8jDfz3995CH/3r67yEP//X030Me/uvpv4c86OM9sB/bv/0c4IXPGGOMMcYYY4wxPeGebMYYY4wxxhhjTE+4ks0YY4wxxhhjjOkJV7IZY4wxxhhjjDE94Uo2Y4wxxhhjjDGlJk2ahPLly3/rbKjVrVs3tGzZUvjbz88PQ4YMyfN8cCWbsX+RRYsW4evXrwCAqKgo8LqG/z3/hXMgNjb2W2dBlLS0NEyZMgX//PPPt84KY3kut69FP8p1gLF/ixEjRiAsLOxbZ0Nju3btwtSpU/P8uLy6+Hdsw4YNWL58OZ49e4YLFy6gWLFiWLBgAVxdXdGiRQuZ18bHx4ver7W1tcrnixYtCj8/P/j6+sLPzw/FixfXKv+6CgsLQ1hYGN6+fYuMjAyZ59auXSv3+lu3bsHT0xNSqRS3bt1SuW9LS0s4OzvDyMhIr3nOsm7dOrRr1w7m5uY67ys6OhoA4OzsrPa1hoaGePXqFRwdHWFgYICYmBg4OjrqnAdNpaSkYM+ePbhw4QJev34NAChQoACqV6+OFi1awNjYWPS+3r59iwcPHgAA3N3dRb+fQ4cOwcDAAA0bNpTZfvToUWRkZKBx48ai9nP16lXcv38fAFC6dGn4+PiIzvvJkydRvXp1mJqaik6TnbLv8MOHD3B0dER6erpcmu/lHAAANzc3XLlyBfb29jLbY2NjUaFCBTx9+lTtPmbPng0XFxe0a9cOANC2bVuEhoaiQIECOHToEMqVK6cy/ZcvX0BEwm/xxYsX2L17N8qUKYMGDRqIfi/JyckAoHGoESsrK9y+fRsuLi4apcvp8ePHePLkCWrXrg0zMzMQESQSiU77/NHo8hlERUXB2dlZ7vVEhOjoaBQtWlRl+oyMDDx+/Fjh/ah27dqavREtDBs2TPRr582bl4s5EU+f1yJdrwN16tTBrl27YGtrK7M9Pj4eLVu2xMmTJ9XmYcqUKSqfnzBhgsLt8fHxastdeWHQoEEoUaIEBg0aJLN9yZIlePz4MRYsWKAy/bNnz3DmzBm8ePECSUlJyJ8/P7y9vVGtWjWN7nHp6enYvXu3zH21ZcuWMDQ01Pg9sR9PamqqqLK32Ncp0q1bN8TGxmLPnj1apdcbYrkqMTGR7t+/Tzdv3pR5qPPXX3+Rg4MDTZs2jczMzOjJkydERLRu3Try8/OTe71EIiGpVCrqoc6GDRuoV69eVLJkSZJIJFSkSBEKCAiglStX0sOHD0W979evX1OnTp2oYMGCZGBgoHEeJk2aRFKplCpXrkwtWrSgli1byjwUkUgk9ObNG5nPQyKRKH3Y2trS1q1bhfStWrUS/VDH0dGRrKysqHv37nTu3DlRn1l2qampNG7cOLK2thY+M2tra/r9998pJSVFaTpnZ2f666+/6Pnz5ySRSOjatWv04sULhQ91WrduTbNmzZLbPnv2bPrll1+Upnv06BG5ubmRqakp+fr6Utu2balt27bk6+tLpqamVKJECXr06JHa48fHx1OnTp3I0NBQ+M4MDQ0pICCAYmNj1ab38vKigwcPym0/fPgwlS1bVm366OhoqlmzJkkkErKzsyM7OzuSSCRUo0YNio6OVpueiMjCwoJMTEyoZs2aNG7cODp+/DglJSWJSkske05n9/LlSzI1NVWYRp/nQEJCAo0bN46qVatGxYsXJ1dXV5mHtvl//fo1GRsbq01PROTi4iL8ho4dO0a2trZ09OhR6tGjB9WvX19t+vr169OyZcuIiOjTp0/k5ORERYoUIVNTU/rrr79Upj127Bg1btyYbG1thd+hra0tNW7cmI4fPy4q/82bN6fg4GBRr1Xk/fv3VLduXeGalnUvCAwMpGHDhilMM3ToUNEPMaRSqcLv8f3796Ku5ykpKeTm5kb37t0TdTxFx9H0M8hJl/dw4cIFcnV1VXhPEfP+iXS/J/r5+ZGNjQ2Zm5uTt7c3eXt7k4WFBVlbW5Ofn5/w8Pf3V7mfx48f0++//07t27cXPo9Dhw7RnTt35F7r7e1NHz9+JCKi8uXLC8dV9FBEn9ciXa8Dyq5Fb968IUNDQ7XpiTI/g+wPDw8PMjc3J2tra6WfAZHsuefv70+fPn0SdTxlNPkOsytUqBBdvXpVbvu1a9eocOHCStNt3LiRKlWqRBKJhAoUKEAVKlSgGjVqUOnSpcnY2Jisra2pX79+9Pz5c7V5v3PnDrm5ucmdxy4uLnT79m216Zk4vr6+FBQURIMHDyZbW1tydHSklStXUkJCAnXr1o0sLS2pePHidOjQISFNWloade/enVxcXMjU1JRKlSpFCxYskNnvxIkTqVy5csLf6enpNHnyZCpcuDAZGxtTuXLl6PDhw8Lzz549IwC0detWql27NpmYmNC6desU5hkA/fXXX9SsWTMyNzeniRMnispTWloaDR06lGxsbChfvnw0cuRI6tKlC7Vo0ULm8xg8eLDMsXbv3i2zHxsbGyFvycnJNGDAACpQoACZmJhQ0aJFacaMGeo/+By42SiXvHv3DoGBgTh8+LDC5xX1QGW3ePFirFq1Ci1btsSsWbOE7T4+PhgxYoTc60+dOiX8//nz5xgzZgy6deuGatWqAQAuXLiAkJAQzJw5U23eO3XqhE6dOgEAYmJiEBERgQMHDqB///7IyMhQm3cgsxUpKioK48ePR8GCBTXucVm+fDmCg4PRuXNn0WmePXuG/PnzC/9XJTk5GTt27MDo0aOFlnEbGxuN8qjKy5cvsX//fgQHB8PPzw9ubm4IDAxE165dUaBAAbXpBw4ciF27dmHOnDky3+GkSZPw4cMHLFu2TGG6cePGYeDAgQgKCoJEIkGlSpXkXkP/6/1R9z2ePn0akyZNktveuHFjzJ07V2m6fv36wcvLC5GRkXKt9/Hx8ejSpQsGDBiAo0ePqjx+z549ERkZiQMHDsh8BoMHD0afPn2wdetWlekfPXqEMmXKyG3/6aef8PjxY5Vps46fmpqK+/fvw93dHQDw4MEDBAYGomfPnjhy5IjafXz69AmXL19GREQEIiIisGDBAqSkpMDHxwf+/v6YNm2awnSLFi0CAEgkEqxevRqWlpbCc+np6Th9+jR++uknhWn1eQ707NkTERER6Ny5s0a/43379gn/P3r0qMxvKz09HWFhYaJ7dl+/fi2M4jhw4ADatm2LBg0awMXFBVWqVFGb/vr165g/fz4AYOfOnXByckJkZCRCQ0MxYcIE9OvXT2G6kJAQ9OzZE7/88gvmz58PJycnAMCbN29w7Ngx/Pzzz1izZo3aa1Tjxo0xZswY3L59GxUrVoSFhYXM882bN1eZfujQoTA0NERUVBRKly4tbG/Xrh2GDRum8LcYGRkp9xmkpaUJ5/HDhw9hYGCAihUrqjx2FlIy4C05OVnUqBQjIyNh2LA2tPkMciIlvd4JCQlqe+H69u0LHx8fHDx4UKv7GaD7PbFZs2awsrJCSEgI7OzsAGReXwIDA1GrVi0MHz5c7T4iIiLQuHFj1KhRA6dPn8b06dPh6OiImzdvYs2aNdi5c6fM61u0aCGM3Mg+v1EsfV6LtL0OZB/Vdu/ePWFkFZB5LTpy5AgKFy4s6v3k/F0Bmfe0bt26oVWrVkrTWVpaCqOPwsPDkZqaKup4imj6HWb34cMHheUca2trvH//XmEab29vGBsbo1u3bggNDZUbUZecnIwLFy5g69at8PHxwV9//YVff/1VaR569uwJDw8PXL16VeY87tatG3r37o3z58+L+RiYCCEhIRg1ahQuX76Mbdu2oV+/fti9ezdatWqF3377DfPnz0fnzp0RFRUFc3NzZGRkoEiRItixYwfs7e1x/vx59O7dGwULFkTbtm0VHmPhwoWYO3cuVqxYAW9vb6xduxbNmzfH3bt3UbJkSeF1Y8aMwdy5c+Ht7a3yejtp0iTMmjULCxYsgKGhoag8zZ07F8HBwVi7di1Kly6NuXPnYvfu3ahTp47Wn92iRYuwb98+bN++HUWLFkV0dLQwqlQjGlfLmSgdO3akGjVq0JUrV8jCwoKOHTtGGzZsIHd3dzpw4IDa9KampkKroKWlpdBy//DhQ6U9WFnq1KlDmzdvltu+adMm8vX1FZX/xMREOnr0KI0dO5aqVq1KJiYmVL58eRoyZIio9JaWlhQZGSnqtYrky5ePHj9+rHV6MT5+/CiqV1pXr1+/pj///JO8vLzIyMiImjVrRnv27KH09HSlaaytrWVaGLMcPHiQrK2tVR4vPj6ebt++TRKJhMLCwujGjRsKH+qYmprS33//Lbf9/v37Ks9BMzMzlS3St27dIjMzM7XHNzc3pzNnzshtP336NJmbm6tN7+TkRGFhYXLbjx8/Tvnz51eb3tTUlK5fvy63/erVq6Lyr8idO3eoa9euZGhoqLL3ysXFhVxcXEgikZCzs7Pwt4uLC5UqVYoaNGhAFy9eVJpeX+eAjY0NnT17VuP3mb2XL2fPn7GxMZUqVYr2798val8FCxYUerBKlSpF27dvJyKiv//+m6ysrNSmNzMzE3rKfv31V5o0aRIREUVFRan8HkuWLElLlixR+vzSpUupRIkSao+vajSNmB5MJycn4bvKfi948uQJWVhYqE0/d+5catasmdAjSZR57WvRogX9+eefKtMuXLiQFi5cSFKplKZPny78vXDhQpo3bx61bNmSypcvrzYPRETTp0+nrl27UmpqqqjXZ6fLZ5DVYy+VSqlPnz4yvfiDBg2iKlWqUPXq1VXuw9zcXNToG1V0vScWKlRIYU/l7du3qWDBgqL2UbVqVZo7d66Qn6zP8dKlSyp7MnWhr2uRtteB7KP8FP0Gzc3Nac2aNTq9x1u3blGxYsWUPt+6dWtycnIiPz8/YTSUv7+/woc6unyHHh4etHjxYrntixYtotKlSytMc+TIEbV5yvL+/XuFPeXZmZqaKj2P1ZVtmXi+vr5Us2ZN4e+0tDSysLCgzp07C9tiYmIIAF24cEHpfgYMGEBt2rQR/s7Zk12oUCGaPn26TJpKlSpR//79iej/e7Jz9j4rAkBUHSNnngoWLEhz5swR/k5NTaUiRYro1JM9cOBAqlOnDmVkZKjNjyrck51LTp48ib1798LHxwdSqRTFihVD/fr1YW1tjZkzZ6JJkyYq07u6uuLGjRsoVqyYzPYjR47ItOQrcuHCBSxfvlxuu4+PD3r27Kk279WrV0dkZCRKly4NPz8/jBkzBrVr1xZaHcVwdnbWaZGTnj17YvPmzRg/frzW+4iNjcXly5cVzqHr0qUL7OzssGvXLqXp09LSEB4ejidPnqBjx46wsrLCq1evYG1tLdOzqI6TkxNq1qyJhw8f4uHDh7h9+za6du0KOzs7rFu3Dn5+fnJpTExMFPb0ubq6qu05srKygqenJ9atW4caNWpoPIc0i5eXF7Zt2yY3z2zr1q0Ke4iz2Nra4vnz5/D09FT4/PPnz+XmxSlib2+vsNXdxsZG1LnYokULDBkyBLt37xbWFXj8+DGGDx+utvcQyDyHFfU4pKeno1ChQmrTA5k9huHh4QgPD0dERASSk5NRq1Yt/Pnnnwq/9yxZIzH8/f2xa9cujX57gP7OATs7O+TLl0/jdFm/N1dXV1y5cgUODg5aHR8AWrdujY4dO6JkyZL48OGDMJc+MjISJUqUUJu+RIkS2LNnD1q1aoWjR49i6NChADLn+quaJxkVFYV69eopfb5u3bqieg9zXns0lZiYqHBth48fP4r6XufOnYtjx47JnEN2dnaYNm0aGjRooPI9ZI0AICIsX74cBgYGwnPGxsZwcXFReK9R5MqVKwgLC8OxY8fg5eUl16Ov6lqsy2eQ1ftIRLh9+7bM9dPY2BjlypVTODosuypVquDx48eizjdldL0nxsfH4927d3Lb3717h8+fP4vax+3bt7F582a57Y6Ojkp7MnNKSUlReE9VNqddX9ciba8Dz549AxHBzc0Nly9fFka7AZnff9Z8cV3ExcUhLi5O6fMbN25ESEgInjx5goiICHh4eGi9Xosu3+GwYcMQFBSEd+/eCb18YWFhmDt3rtL52DnXNFHF3t5ebv2NnEqVKoU3b97Aw8NDZvvbt291+n0xeWXLlhX+b2BgAHt7e3h5eQnbskZnvX37Vti2dOlSrF27FlFRUfjy5QtSUlKUriYeHx+PV69eoUaNGjLba9SogZs3b8psE7uWjaLXqcpTXFwcYmJiZEazGBoawsfHR6frbbdu3VC/fn24u7ujUaNGaNq0qUZruAh50ToHTKXExERhgQ87Ozu8e/cOpUqVgpeXF65fv642/bBhwzBgwAB8/foVRITLly9jy5YtmDlzJlavXq0yrbOzM1atWoU5c+bIbF+9erWoxbP+/vtvWFhY4KeffsJPP/2E0qVLa1zIX7BgAcaMGYMVK1aIHhaafWGXjIwMrFy5EidOnEDZsmXlFj9Qt7DL/v37ERAQgISEBFhbW8sMzZNIJOjSpYvK9C9evECjRo0QFRWF5ORk1K9fH1ZWVpg9ezaSk5NFFSzfvHmDDRs2YN26dXj69ClatmyJAwcOoF69ekhMTMSUKVPQtWtXvHjxQi5tUFAQpk6dinXr1gmFkuTkZEyfPh1BQUFqjw0AXbt2BQBcu3ZNWGCkTJkyqFChgqj048ePR+vWrfHkyROZG/KWLVuwY8cOpel69uyJLl26YPz48ahbt67MMNuwsDBMmzYNAwcOVHv8cePGYdiwYdiwYYMwxP7169cYOXKkqMaXOXPmoFGjRvjpp59QpEgRAMA///wjVHLV+eOPPzBw4EAsXbpUuPBfvXoVgwcPFpUeyByanj9/fgwePBhjxoyBl5eXRsNEs08DybphaJJ+8uTJaNq0qVzBVuzCY1OnTsWECRMQEhKiVaFQ3bQNMebPnw8XFxdER0djzpw5QgNXTEwM+vfvrzb9hAkT0LFjRwwdOhR169YVph4cO3YM3t7eStN5eHhgzZo1ctfRLGvXrlXZ2KQvtWrVwvr164WVUSUSCTIyMjBnzhz4+/urTa9L5Sx7Y8/u3btha2ur1XkIZDa+tWnTRqM0WXT5DLJ+Q4GBgVi4cKHoBaiyDzMeOHAghg8fjtevX8PLy0vufpS9MKuMNvfE7Fq1aoXAwEDMnTsXlStXBgBcunQJI0eOROvWrUXtw9bWFjExMXB1dZXZHhkZqXbI9MOHD9GjRw+54bwkcri3rtciba8DWR0VujZ2Af8/jScLESEmJgYbNmxQuZCmmZkZ+vbtCyDzHjJ79mxRDc2K6PIddu/eXShHZP2WXFxcsGzZMrVlIiCzgTl7g8SlS5eQnJyMatWqiV6gaubMmRg0aBAmTZqEqlWrAgAuXryIKVOmYPbs2TKL+H4Pi8X9yHJ+JxKJRGZb1jU867exdetWjBgxAnPnzkW1atVgZWWFP/74A5cuXdI5LzkbVcW+LrfyJJFI5Crh2TtVKlSogGfPnuHw4cM4ceIE2rZti3r16qmcjqGQTv3gTCkfHx9hmE2zZs2oc+fO9M8//9CoUaPIzc1N1D42btxIJUqUEIY1FS5cmFavXq023cGDB8nU1JQ8PT2pR48e1KNHD/Ly8iJTU1OFC0HllJGRQTdv3qSFCxdS69atycHBgQoVKkQdOnSglStXisq7ra0tGRsbk1QqJUtLS2HhqKyHItkXb1H1EDOkqmTJkjR48GBKTEwUld+cWrRoQZ06daLk5GSZIVmnTp0SNUS0adOmZGRkRB4eHjR//nz68OGD3GvevHlDEolE+Dvn4mpWVlbk4OBAdevWpbp165KDgwNZW1uLHuL+5s0b8vf3l1u4q06dOvT27VtR+zhw4ABVr16dzM3Nyd7envz9/Sk8PFxtulmzZlHBggXlhuoVLFiQZs+eLerY5cuXJ0tLSzIyMqLixYtT8eLFycjIiCwtLUUtukOUeS4fPXqU5syZQ4sXL6aIiAhRxyaSPYeNjY1l/i/mfCYiGjx4MHl7e5OJiQlVq1aNxo4dS0ePHtXovAwJCSFPT08yMTEhExMT8vLyovXr14tKq83CYzkXOLKysiJLS0vy9PQU9bkvXLiQvnz5Ivxf1SOvxMTE0PXr12WmaFy6dInu37+vNM2pU6fIwsKCvLy8aOjQoTRr1iyaNWsWDR06lMqWLUuWlpaiz6eEhAQ6ePAgLVu2TOPP4Pbt2+To6EiNGjUiY2Nj+uWXX6h06dLk5OQkakpN586dycXFhUJDQyk6Opqio6Np586d5OrqSl26dBGVfyKi1atXk4eHh/Bb8PDwoFWrVolOrwtdPwMiotjYWIXX4Q8fPlBcXJzcdnWLZ2Y9p2rIv62trcx1QtN7YnaJiYnUr18/MjExEa6pxsbG1K9fP0pISBD1GQwfPpxq1qxJMTExZGVlRY8ePaKzZ8+Sm5ubMI1CmerVq1Pt2rXp0KFDFBkZqfFwb30sgqiLkJAQlQ8xsk/bcXFxITc3N6pSpQqNHTuW4uPjRe1j8uTJCq//SUlJNHnyZLXpdfkOs3v79i19/vxZ1GtfvXpFNWrUIAMDA6pduzZ9/PiRmjRpIvwWSpUqRa9evRK1r5y/oey/sex/i11QkCmWc3g0EVGxYsVo/vz5MtuQbdh0UFAQ1alTR+b5unXrygwPFztcfMCAAUT0/8PFxUyVgYIh3GLypGi4uLOzs8rh4o6OjrR06VLh74cPHxIApYuyHTlyhAAovIeowj3ZuWTw4MGIiYkBAEycOBGNGjXCpk2bYGxsjODgYFH7CAgIQEBAAJKSkpCQkCA69MXPP/+Mhw8fYtmyZfj7778BZC6a0rdvX1E92RKJBGXLlkXZsmUxcOBAXLt2DUuWLMGmTZuwbds29OrVS+0+1IWCUCR7r52uXr58iUGDBmk9JOvMmTM4f/683NBsFxcXvHz5Um16R0dHRERECL1miuTPn1+mpy/n0OicvT5ivrvsBg4ciM+fP+Pu3bvCFIN79+6ha9euGDRoELZs2aJ2H02aNFE7tUGR0aNHY/To0Xj27JlMCK+cre+qaLPQTk4SiQQNGjTQapiPNuewsn3ExsbizJkziIiIwO+//467d+/C29sb586dU5l+3rx5GD9+PIKCgoQhWWfPnkXfvn3x/v17YehzTrosPKbr5z5//nwEBATA1NRUGG6siEQikQslo0hISAgcHByE83DUqFFYuXIlypQpgy1btshNqVGkQIECwmiI+Ph4nDx5Eu7u7koXjwMAPz8/3LlzB8uWLcPFixdlzuPGjRujb9++onokIyMj8fPPPyMpKQmJiYnIly8f3r9/D3Nzczg6Oqr9DDw9PfHw4UMsWbIEVlZWSEhIQOvWrTFgwAAULFhQ7fGXL1+OESNGoGPHjkJLvaGhIXr06IE//vhDbXog8x42d+5cDBw4UGYRwqFDhyIqKkptaKPs3r17JxOSL/vwXWWsra1x//59LFu2TO4zELuIVPv27dGsWTO5Xs/t27dj3759OHTokMx2fYzC0Mc1JIu5uTn++usv/PHHH3jy5AkAoHjx4qJ7iABgxowZGDBgAJydnZGeno4yZcogPT0dHTt2xLhx41SmvXHjBq5du6byN6OIPhdBBDLvYVFRUUhJSZHZrm4K0ODBg2X+Tk1NRVJSEoyNjWFubi6qJ1cf58TkyZPRt29fubJJUlISJk+erDQMWBZdvsPsxPzusowePRpEhN27d2PTpk1o2rQpDAwMEB0dLRx7+vTpWLJkidp9nTx58j8XevBHUbJkSaxfvx5Hjx6Fq6srNmzYgCtXrqgst40cORITJ05E8eLFUb58eaxbtw43btzApk2b8ixPgwcPxqxZs1CyZEn89NNPmDdvHmJjY1Xut06dOliyZAmqVauG9PR0jB49WqaXf968eShYsCC8vb0hlUqxY8cOFChQQPMRKBpVyZnWEhMT6dq1a/Tu3btvnRW1rl27JiyWY2dnR4aGhuTt7U1Dhw6lPXv2qE2fkpJCgYGB9PTpU73lKS4ujnbv3q2y5ym7Vq1a0bZt27Q+nq2tLd29e5eIZBcXOXPmDDk6OqpMm5KSQnXq1BEd7iy3WFtb0+XLl+W2X7p0iWxsbETvJzk5maKjozUOufItfI+9qESZC8KEhoZSUFAQeXp6klQqJXt7e7XpXFxcFPayBAcHk4uLi9J0+lx47FsrVaqUsIDd+fPnydzcnFasWEHNmjUTNarj119/FRb7SUpKopIlS5KRkREZGhrSzp07czXvRJkt6L169aL09HThWhIVFUW1a9em0NDQXD9+loSEBCGEpNiezywODg4KF9PcvHmzqPM46/iBgYFkYGAgE5Kve/fuakd26BpCjIjIzs5OYQix+/fvU758+VSmjYiIULhgW2pqqkajY76ljIwMevHiBSUlJVFUVBQdPHiQtm3bJvo+5ePjo3AhSnX0dS168uQJlS1bVm5fYkOgKfLw4UOqW7euRot7ZZdVLtEkNJ1EIlE4kiwsLIwcHBxE7+fFixcaf4dERDt27KBff/2VqlSpInpEWMGCBYXFsT58+EASiYROnDghk3exIzRZ3tCmJ/vr16/UrVs3srGxIVtbW+rXrx+NGTNGZU92eno6TZo0iQoXLkxGRkZKQ3hp25MtJk+pqak0ePBgsra2JltbWxo2bJjaEF4vX76kBg0akIWFBZUsWZIOHToks/DZypUrqXz58kKYxLp16ypcCFfte9I4BRNF1yFBmsbUzBmHW9VDHQMDA/Lx8aHhw4fTvn37RMUkzsna2lqnSrauBePVq1dT0aJFaeLEibRz507au3evzEOdtm3bUq9evYgos5L99OlT+vz5M9WpU4e6deumNr2Dg4NOlWxFBdosI0aMELUPZavZXr9+XdSqzA8fPqSaNWvKnXtih3JpG2c7p6tXr9KGDRtow4YNai9yLi4u9P79e+H/yh5iYjxnefPmDd2+fVvj3xFR5gqVXl5eZGBgQA4ODtS6dWtauHAh3bx5U9SqlSYmJgpXNX748CGZmJioTe/i4qKXhj1NvgN9y746+KhRo4TVUe/cuSOqUJp9ZepNmzZRiRIlKDExkf766y/RK2N/+vSJVq1aRWPHjhWGi127do3++ecftWltbGyEVfptbGyEAvnFixfJ3d1dbfrDhw/LVG6WLFlC5cqVow4dOsisGJ6bbGxsFF7PHjx4ILrBrnfv3uTm5kaHDh2iuLg4iouLo4MHD1Lx4sWpb9++KtMqG2r8/PlzUZEGiDJXCL9165bcdjHRDvRRydfHPnSRnp5ORkZGWt+XwsLCqFq1anTq1Cl6//698B1mPdTR9VrUtGlTatGiBb17944sLS3p3r17dObMGapcuTKdPn1a6/1euXJF1O+QSLdySdbUAalUKjeNwNramqRSqbAic25ZuHAhWVpaUlBQEBkbG1OfPn2oXr16ZGNjQ7/99pvSdKamphQVFSX8bWFhIXNfevHiheiIG7Vq1aLx48fTiRMnhAZx9uMYM2YM1ahR41tn44fBlexcousNtVGjRlSmTBn666+/aPfu3bRnzx6ZR07q5o9pEjJGzA1TnS5dutC8efO0Tq9rwVjXzyA6OprKlClDpUuXJkNDQ6patSrZ29uTu7u7wu81pyFDhtDo0aPVv1ElbGxsFIbwGjJkCBUoUEDUPpo3b061a9emly9fCtv++ecf8vX1pZYtW6pNr+scPAcHB6WFWnWjAYj0M6dcF1evXiUPDw+FvyuxheJffvmFFi9erDKkmSoeHh5y852IiKZOnUqenp5a7VMTun4HGRkZtH37durXrx+1adNGbt0BMfLnzy9U7MuXLy/MR3/8+LGoEFbZC4idO3cWfpcvXrwQlf7mzZvk4OBAJUqUIENDQ2FUy++//y4TDkWZ7A1uJUuWFHrN7t+/L6qC6OnpKaylcevWLTI2NhZCK4pp8EtISKBx48ZRtWrVqHjx4uTq6irzECMoKIiGDh0qt3348OGiKwb29vZ06tQpue0nT55U2liij/BbWfz8/CgoKEhue//+/WVC3SiirPfxwYMHohoss/ah6N7x8uXLPAtdVKZMGZXhelTJ2XOc1/Nn7e3thcZNa2troeEqLCxMdGOZIpGRkaK/Q13KJcHBwbRu3TqSSCS0cOFCCg4OFh6bN2+m8+fPi8pDWloarV69mjp06EB169bVKASYu7u70ICffYTe+PHjhTm0ihQtWpQuXbok/D169GiZuak3btwQ3Qs/depUql+/PllYWJCJiQnVqFGDfv/9dzp27JjWa+iw3JeRkUGPHz+mSpUqUe/evb91dn4YPCc7l9D/VtzM6ebNm6JC4pw9exZnzpxRunR+TvqYK5Qla0VHbVelBjLnUUyZMgXnzp1DxYoV5eaNqZuHGBcXJ3xOR44cQZs2bWBubo4mTZpg5MiRao+v60qiRYoUwc2bN7Ft2zbcvHkTCQkJ6NGjBwICAmBmZqY2fVpaGtauXYsTJ04ofP/qVkfftGkTOnTogAMHDqBmzZoAMudY79q1S/Tc9SVLlqB58+ZwcXER5nNHR0fD09MTGzduVJte2zl4WRISEhSGGzMyMpJZQVQZfcwpz0JarIjcvXt3lCpVCmvWrIGTk5NW88hUrcIuxuTJk9GuXTucPn1amJN97tw5hIWFYfv27WrT51wNN4tEIoGpqSlKlCiB2rVrKw1ho+t3MGTIEKxYsQL+/v5af4b169dHz5494e3tjYcPH+Lnn38GANy9e1fUXE5nZ2dcuHAB+fLlw5EjR7B161YAwKdPn2Bqaqo2/bBhwxAYGIg5c+bAyspK2P7zzz+jY8eOatN7e3vjypUrKFmyJHx9fTFhwgS8f/8eGzZsUBrmLrtnz54Jq5iHhoaiWbNmmDFjBq5fvy58Fqr07NkTERER6Ny5MwoWLCj6O8ge7UEikWD16tU4duyYsCLwpUuXEBUVJWouK5A55zQr0kB2jo6OSEpKUphGH+G3skybNg316tXDzZs3UbduXQCZ0RKuXLmCY8eOKUyTtWq3RCJBt27dZFbGTk9Px61bt1C9enWVx836DWZ9htnDP6anp+P06dNaX2M1NWvWLIwcORLLli0Tde5lp481U8LCwjB//nyhXFG6dGkMGTJEZai8LOnp6cLvz8HBAa9evYK7uzuKFSsmzPFXJfvccOD/VwZfsmSJXAgiZXQpl2RF+3B1dUWNGjVgaKhd8Xvw4MEIDg5GkyZN4OnpqdE1NSoqSjhfzczMhOgCnTt3RtWqVZXOqS5fvjwuXLggrGo/a9YsmefPnj0raoV9AMK88bS0NFy5cgUREREIDw/HnDlzIJVK8fXrV9Hvh+WduLg4lClTBpUqVcJvv/32rbPz4/i2dfx/H30NCSpdunSeD8vM8ubNG/Lz89OpB1HXobolS5akbdu2UUJCAuXPn1+Yk3njxg3RcwB1oescPHUrpIuxadMmsrOzo6tXr1K/fv2oUKFC9ODBA43eR0ZGBh07dowWLVpEixYtouPHj4tOq+0cvCyVKlVSODVi4sSJVKFCBbXp9TGnXJeVuS0tLRUO1VYn59QEVQ8xrl27RgEBAVShQgWqUKECBQQEiL42uLi4kIWFBUkkEsqXLx/ly5ePJBIJWVhYkJOTE0kkEipevLjMUMDsdP0O7OzsREU0UOXTp080YMAAat68ucxcrwkTJtC0adPUpl+6dCkZGhqSra0tlS1bVlhhfNGiRaJ+i9bW1sIK1tl7f54/fy5qyP6VK1fo5MmTRJR5bW3YsCFZWVlRhQoVRI0IsbOzE9aHqFGjBq1YsYKIMue6iRmiaWNjQ2fPnlX7upz0Ge2BiKhOnTr066+/ygwRTUpKol9//ZXq1q2rMm23bt30MsIqMjKSOnbsSGXKlKGKFStSYGCgyuHT3bp1o27dupFEIqF27doJf3fr1o169+5NM2bMUDsEOuu+J5FIyNnZWeZeWKpUKWrQoAFdvHhR5/cmRvaICaamphqvcK6LrN9h+/bthXUxOnToQEZGRrRkyRK16WvWrCnM1+zQoQM1atSIzp49S126dCEPDw+16RWNRnJycqIOHTqIXhlbH+USXUc52tvba31NdXV1Fe4dFStWpOXLlxMR0dGjR3X6/i9duqTxaK0HDx7QihUrqH379lSwYEHKly+fqBF2jP1IuCdbzxYsWAAiQvfu3TF58mSZlTSNjY3h4uKicsXp7PvRJKZmzlZaVdStwjlw4EAkJCTo1IOoa8/6kCFDEBAQAEtLSxQtWhR+fn4AgNOnT8PLy0thmkWLFqF3794wNTVV2oOXRV1Pur+/P2JiYuRWdI+Li4O/v7/amKD6aPXv2LEjYmNjUaNGDeTPnx8REREoUaKERvuQSCSoX78+atWqBRMTE7Wt3tl7mGfPno1Ro0ZhxowZCmPDqothqW2c7SwZGRkKY28aGRmJGqmg7crcWerWrYubN29q/JmLXZ1bXWzZ1NRU9OnTB+PHjxc18kCRGTNmYOXKlVi9ejWKFy8OAHj8+DH69OmD3r17o0aNGmjfvj2GDh2qMP6jrt+BjY0N3NzctMp7FltbW4U9LJMnTxaVvn///qhcuTKio6NRv359SKVSAICbmxumTZumNr2JiYnCkRcPHz4UtUJvVox1ILPX9siRI6LynaVmzZoYNmwYatSogcuXL2Pbtm3C8bPiv6tiZ2cnavRUTvqM9gAACxcuRMOGDVGkSBGUK1cOQObILlNTUxw9elRl2nXr1uklD+XLl9do1dus47q4uGDkyJE6xYr39/fHrl27YGdnp/E+9EXX1c5jY2Nx+fJlvH37Vu73r25Ew4wZMzB//nwEBQUJ2wYNGoQaNWoIK2arMm7cOCQmJgIApkyZgqZNm6JWrVqwt7cXfhOq6CNOdvZySbFixUSVS3KiHLF5syQnJysc+ZWTsbGxxvekLHXq1MG+ffvg7e2NwMBA4bp/9epV0bHWFcnq4RajY8eOiIiIQHJyMmrXrg1fX1+MGTMGZcuW5VXH2b+OhJT94plOIiIidBoSZGdnh6SkJKSlpcHc3FyuoPvx40eZv7MKjuqoK9gDmQXjEydOoFKlSjLbL1++jAYNGqhdGl9frl69KhSMs4bYHTx4ELa2tgqHd7m6uuLq1auwt7dXGXJAIpHg6dOnKo8tlUrx5s0buUL0w4cP4ePjo3a4c/fu3bFw4UKZ4aUAkJiYiIEDB2Lt2rVyabIPz8xux44dqFChglBJAtQPNwcyCxXTp0/H8uXL8ebNGzx8+BBubm4YP348XFxc0KNHD7k0UqlU5kZHCqY9ZG1Tdx4Bmd/XjBkzcOPGDZiZmaFs2bKYOHEifH191aZt0aIFYmNjsWXLFhQqVAhAZmi2gIAA2NnZYffu3SrTu7q6YvLkyXKFv5CQEEyaNEltQ9D79+/RtWtXVK5cGZ6ennK/QXWNVfpgY2ODGzduaBT6LLvixYsjNDRUbtpJZGQk2rRpg6dPn+L8+fNo06aNEHIwO12/g5CQEBw5cgRr164VNc1CmTNnzmDFihV4+vQpduzYgcKFC2PDhg1wdXUVplOok5KSgmfPnqF48eIaXZd79uyJDx8+YPv27ciXLx9u3boFAwMDtGzZErVr19ZrmCZFoqKi0L9/f0RHR2PQoEHC73bo0KFIT09X26C4ceNG7N27FyEhIVqHNNSXpKQkbNq0SQgtWbp0adFTcPTp69evciGgVDUaPnv2DGlpaShZsqTM9kePHsHIyEijEFQ/qv379yMgIAAJCQmwtraWuS9IJBK5MklOlpaWuHHjhlwF8dGjR/D29kZCQoLGefr48SPs7OxytXIWHx8vc25cu3YNUVFRosslWbJ+p0OHDsXUqVMVTht4/vy5MEVCmblz5+Lp06dYsmSJxu87IyMDGRkZwvVv69atOH/+PEqWLIk+ffqIquQr8unTJ+zfv1/U1BGpVAoHBwd0794dderUQc2aNb/5dYmx3MKV7Fz05MkTrFu3Dk+ePMHChQvh6OiIw4cPo2jRovDw8FCZNiQkROXzWfN7coOVlZXC+eCRkZHw9fUVNZ+2e/fuKp9XVMlURNuCsbayWnP37t2LRo0aKZyD5+7urrY3ysDAQGFP+Pv371GgQAGkpaXJpfH39xeVR4lEgpMnT6p93ZQpUxASEoIpU6agV69euHPnDtzc3LBt2zYsWLAAFy5ckEsTEREhKg8ARFWUdREdHY3mzZvj7t27cnPK9+3bp7YXz9TUFHfu3FFYqPPy8lI792v//v3o3LmzwvNdbCODrrp27Yry5cur7XVXxtzcHKdPn5bpTQWAK1euwNfXF0lJSXj+/Dk8PT0VFnJ1/Q6+fPmCVq1a4dy5c3BxcZFrqLh+/bra9xAaGorOnTsjICAAGzZswL179+Dm5oYlS5bg0KFDcvGNc0pKSsLAgQOFa2pWY9PAgQNRuHBhjBkzRmX6uLg4/PLLL7h69So+f/6MQoUK4fXr16hWrRoOHTqkNk6xt7e36MKwmM9DU97e3njy5AmISOvv4N8gKSkJo0aNwvbt2/Hhwwe551X9nn19fdG9e3e5++7GjRuxevVqhIeHqz1+mzZtULlyZYwePVpm+5w5c3DlyhWd128QKz09HXv27BHmRXt4eKB58+ZK12XIUqpUKfz888+YMWOGVpWijh07wtvbW27u8p9//omrV68KayUoExcXh/T0dLlRGR8/foShoaHCRhJlDdeKKGu4zn4vr1OnDnbt2qV5rFxAaCh98eIFihQpIvN5Z41ynDJlCqpUqaJyP61atcKpU6eQL18+eHh4yP2ed+3apTBdWloaZsyYge7du4saAaOJmzdvokKFCqLuiZ8+fcKZM2cQHh6OiIgI3L9/H+XLl4efnx/8/PzQoEEDveaNsW+Jh4vnkoiICDRu3Bg1atTA6dOnMX36dDg6OuLmzZtYs2aNwqGZ2eVmJVqdOnXqYPDgwXK9V0OHDhUWjFHn06dPMn+npqbizp07iI2NFYYOq6JrwTg70mDRq6zh/UQEKysrmR4WY2NjVK1aFb169VKaPj4+HpS5aj8+f/4ss7BSeno6Dh06JFfxzqLv4Znr16/HypUrUbduXfTt21fYXq5cOaEnKafcqDinpKQoHF5YtGhRlemcnZ1x/fp1nDhxQqbnS8wiOQBQokQJbN++XW6Rjm3btsn1SCkycOBAdOrUCePHj1e4YJNYiYmJiIiIQFRUlFzvmbppC7ouIOjv748+ffpg9erV8Pb2BpDZWNavXz/hd3j79m2lPeW6fgddu3bFtWvX0KlTJ60XPps2bRqWL1+OLl26yBTEa9SoIWq499ixY3Hz5k2Eh4ejUaNGwvZ69eph0qRJaq8lNjY2OH78OM6ePYtbt24hISEBFSpUEP0ZNGrUCH/99RfKlCkjTBW6ePEi7t69i379+mnUi6tpDywgfvpCbti3bx8aN24MIyMjtVOaLC0t8dNPPwn3HH0bOXIkTp06hWXLlqFz585YunQpXr58iRUrVsgt5JRTZGSkwl7KqlWrygx/VuX06dOYNGmS3PbGjRtj7ty5ovahq8ePH+Pnn3/Gy5cv4e7uDgCYOXMmnJ2dcfDgQZnRUjm9fPkSgwYN0rrXsUyZMpg+fTrCw8Nlfgfnzp3D8OHDZUZkKLqutW/fHs2aNUP//v1ltm/fvh379u1T2NiWs1f4+vXrSEtLE977w4cPYWBggIoVKyrNt6WlJT58+ABHR0eEh4cjNTVV/JvOJvu0gd27d8PW1larBTltbW3RqlUrjY9vaGiIOXPmiF6oMDt1HStZC6iJYWdnh+bNmwsjwR4/foxp06bhjz/+wOzZs/Ok8ZqxPPMtJoL/F1StWpXmzp1LRLKL5Vy6dIkKFy4sah+PHz+m33//ndq3by8slHHo0CG6c+eO2rQJCQl08OBBWrZsmbDISNZDnaioKCpfvjwZGRmRm5sbubm5kZGREXl7e1N0dLSovCuSnp5OvXv3ptmzZ6t97aBBg6hixYp05swZsrCwED6/PXv2iA7XsXr1avLw8CBjY2MyNjYmDw8PWrVqlai0kyZNooSEBFGvzU5RiJPsDwMDA1GLNemDqakpPX/+nIhkz8G7d++KCl1ElLno1J9//kk9evSgHj160Lx580THTdc1zraudu7cSQYGBtSwYUOaMmUKTZkyhRo2bEiGhoa0a9cutektLS2FBa+0df36dSpQoABZW1uTgYEB5c+fX1h4TMwCgLouIBgTE0P16tUjiUQi/A6kUinVr1+fXr9+TUSZIZSOHj2q0/tUxtzcXKfF84gy42Q/e/aMiGTP4ydPnohaeKxo0aJC2KLs6R89eiQ6dI8uevToQePGjZPbPmHCBAoMDFSbPiEhgQYMGED58+dXeE35nmUPW6UuvKREIiFDQ0OdQj+q4uzsLIQQs7KyEhY1XL9+PTVu3FhlWmtra4WLDV69epUsLS1FHd/U1FQIO5Xd/fv38yyEV+PGjalRo0Yy4Zfev39PjRo1op9//lll2latWtG2bdu0Praqa5mY65qdnZ0QYz67+/fvU758+dQef+7cudSsWTOZ2PIfP36kFi1a0J9//qk0XevWrcnJyUlYDLZGjRpyYbPEhM/KTpeyiS6aN29OwcHBGqdTV67R5J7+/v17Cg0NpYEDB5KXlxcZGBiQvb09tWrVihYsWKBx3ljeKlasGM2fP1/n1+hq3bp1ohfA/Za4JzuX3L59G5s3b5bb7ujoiPfv36tNr0tPeGRkJH7++WckJSUhMTER+fLlw/v372Fubg5HR0e1vV+69l4pI5VKMWzYMPj5+WHUqFEqX7tnzx5s27YNVatWlWnl9fDwwJMnT9Qea8KECZg3bx4GDhwotJpfuHABQ4cORVRUFKZMmaIy/cSJE5GWloYTJ07gyZMn6NixI6ysrPDq1StYW1vLzKfK7tSpUyAi1KlTB6GhoTJD24yNjVGsWDHRPTVXr17F9u3bFfaAKhsSll2ZMmVw5swZFCtWTGb7zp07hV5Ndcdv2LAhzMzMhIVN5s2bh+nTp+PYsWNqQ7p169YNhoaGOHDggEahg7LTJeRLmzZtcOnSJcyfPx979uwR0l++fFnU+2/dujVOnTqlsndHnaFDh6JZs2ZYvnw5bGxscPHiRRgZGaFTp04YPHiw2vS6LCBIREhJScG+ffsQFRUlhLlxd3cXenIA1dMUdA0B5uzsrLanVZ0CBQrg8ePHcvNez549K2pRtXfv3ikcPZKYmCj6nAwLC0NYWJjCERnqpr7s2LEDV69eldveqVMn+Pj4qE0/atQorXtgs8sektHDw0PUb0BX2T8rdQtPpaSkYPPmzRg7dqzW0yNU+fjxo3C+WFtbC3OIa9asiX79+qlMW7t2bcycORNbtmwRzvX09HTMnDlT9JoAXl5e2LZtGyZMmCCzfevWrUKIttwWERGBixcvytyX7O3tMWvWLLVhrLLCVN27d0/hQpjq1qjQdTHU5ORkhdOsUlNT8eXLF7Xp586di2PHjsksPGdnZ4dp06ahQYMGGD58uMJ0GzduREhICJ48eYKIiAh4eHjoNId44sSJmDt3rtZlkyxv376VuaYrGyGXXePGjTFmzBjcvn1b4cgoZd+hlZUVfv/9d6VD2R89eoQ+ffqIyrejoyMcHBxQq1Yt9OrVC35+fqIXjWO5Kzo6GhMnTsSRI0fw/v17FCxYEC1btsSECRNgb28vej9XrlxRO41KEy4uLhgyZAiGDBkibGvXrp2oEJbf3Leu5f9bFS5cmM6dO0dEsr0nu3btIjc3N7XpdekJ9/X1pV69elF6erqQNioqimrXrk2hoaG6vC2dHTx4kBwcHNS+zszMTHjP2d//jRs3yNraWm16BwcH2rx5s9z2zZs3iwq18fz5c/rpp5/I3NycDAwMhOMPGjSI+vTpIyp9VqggbWzZsoWMjIyoadOmZGxsTE2bNqVSpUqRjY0NdevWTdQ+9uzZQzY2NjRr1iwyNzenP/74g3r27EnGxsZ07Ngxtelr1qxJ3bp1kwlllpqaSl27dqVatWqpTW9ubk73798XlVdFdA35oqtp06aRg4MDde3alf7880+NR4QQZYZPyuq9srGxEXpiLl68SO7u7hrlJyMjgzIyMkS/Pj09nYyMjFSGKFJH1xBgBw4coIYNGwo90dqYMWMGlSlThi5evEhWVlZ05swZ2rhxI+XPn58WLVqkNn2tWrWE11laWtLTp0+JiCgoKIgaNmyoNv2kSZNIKpVS5cqVqUWLFtSyZUuZhzpOTk60bt06ue3r1q0jR0dHtel16YElygwb5u/vr1NIxrwSHx9PQ4cOzZV9e3l5UXh4OBER1a1bl4YPH05ERAsXLlR7T71z5w7Z29tT8eLFhRBexYsXp/z584sOXbRv3z4yNDSkLl26UHBwMAUHB1Pnzp3J0NBQCE2V2+zs7IRySXZnz55VG8JJ1QiEvBhR4efnR0FBQXLb+/fvTzVr1lSb3tLSUvgdZXfy5EnRoxH8/Pzo06dPol6rjK5lk7i4OOrUqRMZGhrKjAAJCAhQO8pM2+/Qz89P5QjEGzdukEQiUZt3IhI1EpMo85z8+vWrqNcy3T158oQcHR2pZs2aFB4eTi9evKBDhw6Rh4cHlSxZUhj9khe91Dl9i2PqC1eyc8nw4cOpZs2aFBMTIxSMzp49S25ubjRp0iS16S0sLITCYPZK5rNnz9QOkdRHwf7EiRPUpEkTYbh4kyZNNIqxPHToUJnHkCFDqF27dmRpaUkDBgxQm17XgrGNjY3CysWDBw9EDTFp0aIFderUiZKTk2U+/1OnTlGJEiXUps+SmJhI9+/fp5s3b8o81PHy8hIqklnHz8jIoF69etGECRNEH//06dNUr149yp8/P5mZmVGNGjVEDw02NTVVWEm+e/euqPi8usbZLly4MC1evFhu+5IlS6hQoUKi9pGWlkY7d+6kqVOn0tSpU2nXrl2UlpYmKq2uQ7WJMgtUWedhyZIl6ciRI0SUOcTR3Nxc1D50GVpYpkwZYai0NjZv3kx+fn4yw+YfPXpEderUoa1bt1J0dDTVqFGD2rRpozB99ri8lpaWWsXlzcjIoGnTpgmVfYlEQqampgqHYCty5swZsrS0pL59+5KpqSkNHjyY6tevTxYWFnT16lW16QsUKCA6troiM2fOJFNTUxo4cCBt2LCBNmzYQEFBQWRubk4zZ85Um97CwoJevHhBRJm/iUuXLhER0dOnT0VN+2jbti35+PjIDLW9e/cu+fj4UPv27bV8V9q7e/cuHT58WKuY8bqYN2+e0Dh2/PhxMjU1JRMTE5JKpaKGqb58+ZLGjh1LP//8M7Vp04YmT54sM+xajAMHDlD16tXJ3Nyc7O3tyd/fX6j454XOnTuTh4cHXbx4UWi0u3DhAnl6elLXrl1z9dgZGRm0fft26tevH7Vp04ZatWol81Dn7NmzZGpqSrVq1aJJkybRpEmTqFatWmRqakqnT59Wm75z587k4uJCoaGhFB0dTdHR0bRz505ydXWlLl26iHoPkydPpsTERLntSUlJNHnyZFH70LVs0rZtW+FeEhcXR3FxcXTkyBFyd3endu3aicqDplauXKmyYfn169eiyrWasLKyEspdLPc1atSIihQpQklJSTLbY2JiyNzcnPr27UtEmRXeKVOmUPv27cnc3JwKFSok1+mRs1L86dMn6tGjBzk4OJCVlRX5+/vTjRs3ZNLs27ePfHx8yMTEhOzt7YUGbF9fXwIg8yCSHS7+4MEDAiBXXp03b55Mp+bt27epUaNGZGFhQY6OjtSpUyd69+6d9h+aCFzJziXJycnUs2dPobXRyMiIJBIJderUSVQhX5eecF0L9vroQfTz85N51KlTh9q1a0crVqyQ6RlVRteCcVBQkMIekeHDh1P//v3Vps+XL5/QUJGzkUNMBfPt27fUpEkTpXOY1DE3Nxd6//Lly0e3bt0iIqJ79+5RgQIF1KbXB0dHR4UV8iNHjijtgcu66cfFxVFYWBhVq1aNTp06Re/fv5d5Li4uTu3xLSwshF677B4+fCiqcvHo0SMqVaoUmZubk7e3N3l7e5O5uTm5u7vrPNdarPr169OmTZuIiKhnz55UuXJl2rhxIzVs2JAqV66sNv348ePJwsKCxowZI1RGxowZQ5aWljR+/Hi16fft20c1a9YU3duWk5ubG0VGRsptv379utDQcO7cOaXnZFaPnbKHOmlpaRQREUGfPn2i5ORkunv3Ll26dIk+f/6s0ft48uQJ9ezZkypVqkSlS5emgIAA4TelTr58+XQ+X7Zt20bVq1cXGheqV68uen6rLj2wRJnziS9fviy3/dKlS3k6p+3JkydUtmxZodcsew/at5hb/vz5cwoNDVXa6NmqVSvhOhUSEvKv6FX79OkTNW/eXGaNBolEQi1btlTZC5qSkkIGBgZaX0eIMkeBmZiYUKNGjahr167CiICshxiRkZHUsWNHKlOmDFWsWJECAwNFj9RJTEykfv36CQ0rUqmUjI2NqV+/fqLXX5FKpcIaA9m9f/9e9Dmsa9lE2ToXp0+fVli+s7OzEyoSgYGBFB8fLyqf31r2chfLXR8+fCCJREIzZsxQ+HyvXr3Izs6OMjIyqFixYmRlZUUzZ86kBw8e0KJFi8jAwEBmdGTOSna9evWoWbNmdOXKFXr48CENHz6c7O3thUbKAwcOkIGBAU2YMIHu3btHN27cEPLy4cMHKlKkCE2ZMoViYmIoJiaGiOTnZPv4+Mg1vFesWFHY9unTJ8qfPz+NHTuW7t+/T9evX6f69etrtJaCNriSncuioqLo4MGDtH37doUVBmV06QnXtWCvjx5EfdClYBwUFETW1tbk4eEhLNrl6elJ1tbWwk0u66GIra0t3b17l4hkL/ZnzpwRNcSzY8eOVKNGDbpy5QpZWFjQsWPHaMOGDeTu7k4HDhxQm75w4cLCe/Xy8hKGl50/f17UcPnskpOTKTo6ml68eCHzUGfgwIFUpEgR2rp1K0VFRVFUVBRt2bKFihQpQoMHD1aYJucCKYoWTBE7vLBDhw40Z84cue1//PGHqBZ7XRb50ZcrV67QyZMniShz2G7Dhg3JysqKKlSoINeSq4iuQwuz9ySbmppq3JNsZmZGV65ckdt++fJlobHp2bNnohfS04aJiYkwkkVTKSkpFBgYqHV6IqJRo0bRlClTtE6vK117YC0tLZU2lOTFwm9ZmjZtSi1atKB3796RpaUl3bt3j86cOUOVK1cW1ROpDV0qGEZGRvTq1SsiUl650oa212N9evTokdBoJ7Zc4urqKuqapYydnR0dPHhQ6/Sq5Ox9UyUhIUEYUabp4qYSiUThFIuwsDBR0+CIdC+bODs7KywH3bx5U2GjW/aFY6VS6Xc3RUQZrmTnnYsXLxIApdNW5s2bRwDozZs3VKxYMWrUqJHM8+3atZOZupS9kn3mzBmytraWa6QsXrw4rVixgoiIqlWrRgEBAUrzp2i4eM5K9vz586l48eLC3zl7t6dOnUoNGjSQ2Ud0dDQBoAcPHig9tq544bNctGbNGsyfPx+PHj0CkBmOZ8iQIejZs6fatDNmzMCAAQPg7OyM9PR0lClTBmlpaQgICMC4cePUps0KqTB9+nR06dIF/fr1Q8mSJUXFp46NjZUJdZOlQYMGcjE+1dFmcY7U1FT06dMH48ePx6pVq0Qf69atW/D09IRUKsWdO3eEhbmyFkpzcHCAg4MD7ty5I6RRtvBRgwYNsGDBAqxcuVJ4XUJCAiZOnChqsYWTJ09i79698PHxgVQqRbFixVC/fn1YW1tj5syZaNKkicr0tWvXxvHjx+Hl5YVff/0VgwcPxsmTJ3H8+HHRYdQePXqE7t274/z58zLbiUhUnOc///wTEokEXbp0ERacMTIyQr9+/ZQuuKRrGLLsC22pC/miji6L/AD6ifWePT61o6Oj2vjqOaWmpsrFuAaAihUrKlwEKKcFCxZodLyctAkBFh8fLyx2pi70i5hF0Tw9PfH06VOlYcZUMTIyQmhoKMaPH69x2ixfv37FypUrceLECZQtW1ZuwSdl8XVzunr1qrDwWJkyZVSGDcou+yJg9erVw99//41r166hRIkSKFu2rNr0+gjJqA8XLlzAyZMn4eDgAKlUCqlUipo1a2LmzJkYNGiQXLglfUhJSUF8fDwcHBwQEhKC2bNnw8rKSlTan376CWPHjoW/vz+ICNu3b1d6vooJi6Tr9VhftC2X/P777/jtt9+wYcMGuVjVYtjY2IhaqFCZQYMGKVyIMTExEU2bNhV977GwsBD1u8nOzs4OEokEEokEpUqVkik3pKenIyEhQSZMpiq6lk3GjRuHYcOGYcOGDShQoAAA4PXr1xg5cqTC61y1atXQsmVLVKxYEUSEQYMGKQ0bqOietnXrVrRv317Ue4uOjkZUVJSo+yv7/tD/Qsqpk1Uey/63srLGzZs3kZCQILdw2pcvX4Tz/8aNGypD44rRvn17jBgxAhcvXkTVqlWxadMmVKhQAT/99JOQj1OnTilctPjJkycoVaqUTsdXhivZuUTX1a2NjY2xatUqTJgwAbdv30ZCQgK8vb1FxffVtWDfvHlz7N69GyNHjpTZvnfvXjRt2lTUPuLj4zFgwABs2bJFWFXWwMAA7dq1w9KlS4V41IpoWzD29vZGTEwMHB0d8eLFC1y5ckWjFRGzmzt3Lho2bIgyZcrg69ev6NixIx49egQHBwds2bJFbfrExEShQcHOzg7v3r1DqVKl4OXlhevXr6tNv2TJEnz9+hVAZuHGyMgI58+fR5s2bdQ2smTRdXVvY2NjLFy4EDNnzhQuhsWLF1e5sqqucbbnz58v87ednR3u3buHe/fuCdtsbW2xdu1atZ+DiYmJwvidCQkJMDY2VpsXXWO960Pnzp2xbNkyuYrcypUrERAQoDZ9165ddTr+mjVr0LlzZ1SsWFGoXKalpaFu3bpYs2YNgMw4stnj/NrZ2Qm/Q1tbW4XnnSYVi2nTpmHEiBGYOnWqwhVxxcSJ3rNnj0YrVmdvsLt16xbKly8PADKFYEBcfNt//vkHHTp0wLlz52BrawsgsyGzevXq2Lp1K4oUKSI6XwBQrFgxuYgBqixZsgTNmzeHi4sLnJ2dAWQWhj09PbFx40aNjq2L9PR0oYLr4OCAV69ewd3dHcWKFRMaYvVNlwrG8uXLMWzYMBw8eBASiQTjxo1T+H1nNUSqo49oC7rSpVyyZMkSPH78GIUKFUKxYsXkfofq7muTJk3C5MmTsXbtWo1iw2c5ePAg7OzsMHnyZGFbQkICGjduLCp9YmIiZs2apTRKwNOnT5WmXbBgAYgI3bt3x+TJk2XKL8bGxnBxcZGreCija0P0smXL8PjxYxQtWhRFixYFAERFRcHExATv3r3DihUrhNdev34dGzduxPz58/HkyRNIJBLExcUJZQuxx5s8eTICAwPRrFkzlC5dWub5uLg4nDt3Dhs3bsTx48eF+wL7cZQoUQISiQT3799XGIP9/v37sLOzQ/78+TXed0JCAgoWLIjw8HC557Luh9pcD3IqUKAA6tSpg82bN6Nq1arYvHmzTNSIhIQENGvWDLNnz5ZLW7BgQZ2PrwxXsnPJsmXLsGrVKnTo0EHY1rx5c5QtWxYDBw5UeDMbNmyYyn1evHhR+L+q3pO1a9fC399fq54fQH0PYvbWZGXhwHr16oXIyEgcPHhQ5mY+ePBg9OnTB1u3blWZB20Kxra2tnj27BkcHR3x/PlztSFjVClSpAhu3ryJrVu34tatW0hISECPHj0QEBAg6oLg7u6OBw8ewMXFBeXKlcOKFSvg4uKC5cuXi/pBZ+8pkEqlGDNmjMbv4caNG7h27ZrQkqctc3NzrUNsxMbGYs2aNTKhg7p37660kUXXMC/ZNW3aFL1798aaNWuEEGSXLl1C37591YabAYDdu3fLbcvIyEC/fv1UhvXy9vYWXYAW0+CyZs0aHDt2DFWrVgWQ+R6ioqLQpUsXmWuGuh7Vr1+/yoWCU1VBJS1DgJ08eVI4f3UtUAIQRo40b95c5nMVW1EvWbIkpkyZgnPnzimspCu6humzwa5nz55ITU3F/fv3hc/twYMHCAwMRM+ePdU2gg4aNAglSpSQy2dWpUfdaIXcCsmoKU9PT9y8eROurq6oUqUK5syZA2NjY6xcuVKnHk5VdKlgVK9eXbjnSqVS3L9/X+7aTUSIiooStT99XY91oU25JEvLli11Onbbtm2xZcsWODo6wsXFRW5EiLpr4bFjx1CrVi3Y2dlhyJAh+Pz5Mxo2bAhDQ0McPnxY7fF79uyJiIgIdO7cWeNGjqzGSldXV1SvXl0u73lJ0+/ByclJGHnm6uqKDRs2aHQti4iIwL59+7B48WKMHTsWFhYWcHJygqmpKT59+oTXr1/DwcEB3bp1w507d+Dk5KRR/pT5Fo1Q/1X29vaoX78+/vrrLwwdOlSmjPv69Wts2rQJXbp0Eb6T7HWRrL9zNr5kqVChAl6/fg1DQ0O5MJxZypYti7CwMAQGBip83tjYWFSDfEBAAEaNGoUOHTrg6dOnMiMwKlSogNDQULi4uMDQMO+qvhISOz6AacTW1hZXrlyR63l++PAhKleujNjYWLk0OQur169fR1pamlAwe/jwIQwMDFCxYkWcPHlS6bFLliyJp0+fonDhwvD19YWvry/8/PxQokQJUXkXWzmXSCRKW38tLCxw9OhRuRiiZ86cQaNGjZCYmKhy39OmTcPcuXNRt25d0QXj3r17Y/369ShYsCCioqJQpEgRpfF7VbVa68PGjRuRlpaGbt264dq1a2jUqBE+fvwIY2NjBAcHo127dmr38eTJE6xbtw5PnjzBwoUL4ejoiMOHD6No0aLw8PBQm75SpUqYP3++6DiuQGZs6ODgYFhbW6NVq1Yqb3SWlpbw8PBA3759FVaaFcXZvnLlCr58+SIqzrauYmNj0bVrV+zfv1+mF7Z58+YIDg5WOZpClQcPHsDPzw8xMTEKn8/e0/L161f89ddfKFOmjEyD1d27d9G/f3/MnDlT5bFUxbDOTiKRKLwmJCYmYvTo0di+fTs+fPgg97yqG1dGRgZMTU1x9+5dUSNocktERITK59WNnlB1PVN2DbO3t8ehQ4dQpUoVSKVSvHnzRqtWfCCzlf78+fNycamvXbuGWrVqISkpSWX6woULY9++fXLDy69fv47mzZvjn3/+0Spfee3o0aNITExE69at8fjxYzRt2hQPHz6Evb09tm3bluujQ1xdXXH16lWtGkukUilevnwpV8n+8OEDHB0dRRUAtbke65s25RJ9adu2LU6dOoVffvkFTk5OcveWiRMnqt3HrVu34O/vj4kTJ2LLli0wMTHBwYMHRcXktbW1xcGDB3UayqyuQSWrZ/lH5+XlhUOHDgkjX7K8f/8eZ8+exYsXL/Dlyxc4ODjA29sb3t7ekEqlSve3b98+NG7cWKPGCSsrK9y8eTPXGuCYrEePHqF69eooXbo0pk2bBldXV9y9excjR45EcnKyMPXOxcUFnz59wu+//46WLVvi+PHjGDx4MA4ePIiGDRsCkI1rTUSoXbs2Pn/+jDlz5qBUqVJ49eoVDh48iFatWsHHxwfh4eGoW7cuxo0bh/bt2yMtLQ2HDh0Spqc2aNAAZmZm+Ouvv2BiYgIHBwcEBwdjyJAhMtesz58/w8nJCaVKlYKDgwNOnDghPPfq1SuUL18evr6+GDVqFPLly4fHjx9j69atWL16tdK6gq64JzuXaDPMM3uvz7x582BlZYWQkBDY2dkByBy+GhgYiFq1aqk89qNHj/Dy5UuEh4fj9OnT+PPPP9GnTx8ULFgQfn5+aocI6qM30d7eXmElxsbGRng/qqxZswa2tra4du0arl27JvOcRCJRWMleuXKlUIAbNGgQevXqJXr+nSKPHj3CqVOnFA4tmzBhgsq0nTp1Ev5fsWJFvHjxAn///TeKFi0KBwcHtceOiIhA48aNUaNGDZw+fRrTp0+Ho6Mjbt68iTVr1mDnzp0K02WfAzt79myMGjUKM2bMgJeXl9wNTlkvZlbhJ2sojzLJyclYvnw5zp07h3379sk9P3ToUDRv3hyrVq0SWg7T0tLQs2dPDBkyBKdPn1a5//T0dAQHBysd3qeqoSkr/3v37sWjR49kevDENjYp8+TJE5XzobMXFnv27IlBgwZh6tSpcq+Jjo5Weyxde4JHjRqFU6dOYdmyZejcuTOWLl2Kly9fYsWKFUrn1WeRSqUoWbIkPnz4oFEl+9atW6JfK2ZupKurK5ydneUK5UQk6jPU5nrWpk0b+Pr6Cj1ePj4+WjfYOTs7IzU1VW57enq6MEdalQ8fPii8llpbW+P9+/dq0+vaE64vWQUwIHN44t9//42PHz8K811z27NnzxAWFqbweiKRSNQOc1X0/SckJMDU1FRpGn1cj/VJ1+kngPZrCxw8eFBhw7smypYtiwMHDqB+/fqoUqUKDhw4IHqoqZ2dnVZzybNzcXFRea7m1bz63Pb8+XOF1ywHBwetRjS0atUKr1+/Rv78+WFgYCCMElJF0VQvlntKliyJq1evYuLEiWjbti0+fvyIAgUKoGXLlpg4caLMb2f48OG4evUqJk+eDGtra8ybN0/m+p6dRCLBoUOH8PvvvyMwMBDv3r1DgQIFULt2bWHUg5+fH3bs2IGpU6di1qxZsLa2Ru3atYV9TJkyBX369EHx4sWRnJysdO64lZUVmjVrhu3bt8tN/ylUqBDOnTuH0aNHo0GDBkhOTkaxYsXQqFEjlQ1EuuKebD3KPnQzLS0NwcHBKFq0qMJhnosXL1a5r8KFC+PYsWNyPZZ37txBgwYN8OrVK1F5SkpKwpkzZ7BlyxZs2rQJRCRqwaTs0tPTcfv2bRQrVkxUBRnIvGnv2LFDbnGOrl27onXr1ujTp49GedBUYGAgFi1apHUle9WqVejXrx8cHBxQoEABmRurRCJRO7RtypQpGDFihNz85S9fvuCPP/5QW0mvVq0afv31VwwbNkymRffy5cto3bq10t4rqVQqN6Q2K8/ZtykbZpv9Bujm5qZ2mOy9e/dQqVIlhSMTzMzMEBkZKTc88t69e/Dx8VHbgxcUFITg4GA0adJE4fC+nPO39S3n9A0iQkxMDA4ePIiuXbtiyZIlavdhY2ODq1evylVSHz16BB8fH8TFxek1zzkVLVoU69evh5+fH6ytrXH9+nWUKFECGzZswJYtW3Do0CGV6ffv3485c+Zg2bJl8PT0FHXMrHNQ3a1F7JxsZYUysb2I2v4Wjxw5IjTYTZkyRem1ZPDgwSqPv3fvXsyYMQNLly4V1su4evUqBg4ciNGjR6sttHp6eqJv374ICgqS2b548WIsW7ZMZr0CRf4tPeG6mjJlCiZPngwfHx+F1xNF00OyrgELFy5Er169ZM6h9PR0XLp0CQYGBjh37pzCY+p6PdYHfZVLdF1b4KeffsL27ds1WnRM2dSbFy9ewNHRUaaCre6evHHjRuzduxchISEq1xVR5ebNmzJ/p6amIjIyEvPmzcP06dPRunVrrfarjiYNUR8/ftT5eOp6kbM3tJQuXVrh4pzZFShQAKtWrUKzZs10HhnEvn8FCxbE1KlTRS3y/G/HPdl6lHN11KxCTc4VJO/evat2X/Hx8Xj37p3c9nfv3qlt4Tt27BjCw8MRHh6OyMhIlC5dGr6+vti5c6dM65AyQ4YMgZeXF3r06IH09HTUrl0bFy5cgLm5OQ4cOAA/Pz+F6XLeEB89eqR0cY7crmSvW7dOp/TTpk3D9OnTNV5NPcvkyZPRt29fuZt5UlISJk+erLaSffv2bWzevFluu6Ojo8reK117PjWd1+7u7i63Wm4Wa2trREVFyVWyo6OjRTV+bN26Fdu3bxe1mnuWYcOGYerUqbCwsFC7xoG6Ocw5f89SqRT58+fH3Llz1a48nsXMzAznzp2Tq2SfO3dOaQ+YPofsf/z4USgoWVtbCwWwmjVryiwKokyXLl2QlJSEcuXKwdjYWK7XSFGBTp/z6oH/r4TkpK4XMYu2v8WsCAvXrl3D4MGDNWqwy1koTkxMRJUqVWRGdBgaGqJ79+5qK9nDhg1DUFAQ3r17JwypDgsLw9y5c0X1QuvaE64vX79+xeLFi5WODhKzPoEuli1bhuDgYHTu3Fl0mqxrABHh9u3bMgsmGhsbo1y5chgxYoTS9PpYk0BX+iqX6Lq2wNy5czFq1CgsX75c6dzMnHSdB57z+E+ePIGTk5NWc8IBoFy5cnLbfHx8UKhQIfzxxx+5VsnOq9Em6mjb0NK3b1+0aNFCWKE9q+NFkX/LaID/oqSkJJw7dw5v3rwRNaXxv4Ar2Xqkzxtqq1atEBgYiLlz58os2jRy5Ei1F/JGjRohf/78GD58OA4dOqR22G9OO3fuFIY779+/H8+fP8fff/+NDRs24Pfff1faaq/PG6KuQ4V19enTJ/z6669ap1dWMbh586aoIWu2traIiYmRm08aGRmJwoULK02Xc35qzoXHypQpgx49eiidj6zpMFkDAwOFBQ8AaNeuHXr06IE///wT1atXB5BZuRw5cqTMwjvKGBsbazy0Ozg4GL/99hssLCxUhgQS0yugj9/zkCFD0K9fP1y/fl3md7x27VqVq+fra8i+m5sbnj17hqJFiwo9SZUrV8b+/ftFXRe0KdxpsvK1KlmNJBKJBOPHj1fYi5i16rcquv4WtWmw02ehuHv37khOTsb06dOFaQcuLi5YtmyZqFWtS5QogSNHjsj1hB8+fDhP5zv26NEDx44dwy+//ILKlSvn+cJGKSkpwnVIrKxrQGBgIBYuXKjxkG5dr8f6oK9ySUREBM6fPy+z6KG7uzsWL16sdgobkDmFKikpSYhQkbOSq6jBTsw8bbH0WT7Jyd3dHVeuXMm1/esaJUJftG1omTRpEtq3b4/Hjx+jefPmWLduncblUvb9W7lyJaZOnYohQ4aIXm3/346Hi3+nkpKSMGLECKxdu1aYG2NoaIgePXrgjz/+ULnQx4IFC3D69GmcPn0aJiYmwsJnfn5+omLBmZqa4vHjxyhSpAh69+4Nc3NzLFiwAM+ePUO5cuXUxr7Vh289VLhHjx6oVKmS6NiXWbJ6sOLi4mBtba00nubSpUtV7mfEiBG4dOkSduzYgVKlSuH69et48+YNunTpgi5duogqfFy9ehWNGjWCqampRguP6WuYbEpKCkaOHInly5crjLNtYmKiMv3cuXPx9OlTLFmyRHSBXCqV4vXr16KHu+eF7du3Y+HChTLD6wYPHoy2bdsqfL0+h+zPnz8fBgYGGDRoEE6cOIFmzZqBiJCamop58+ap/Q51tX79epXPq6okZi36FhERgWrVqsn1Irq4uGDEiBFK54vr67f4LaWlpWHz5s1o2LAhnJyc8O7dO5iZmSmM9anM2rVrERQUhJEjRyrsCdc1PqlYNjY2OHTo0DeLoTt69GhYWlrqFDNdF9pej78XpUqVwsaNG4W8Z7l8+TI6duyIx48fq0wfEhKi8nmxFcmUlBSFDe95sehYzrJP1hSiSZMm4e+//8aNGzdyPQ/ZaRoxQixlw8V1XcQRyBxZNHLkSK2H7DP2I+FK9ncuMTFRJkaxmFU0s7t9+zYiIiJw8uRJHDhwAI6Ojmrn4BUrVgyrVq1C3bp14erqimXLlqFJkya4e/cuatasKRc/WBFllYPY2FhUqFBB7WJBDg4OWL9+vUZDhfVp5syZmDdvHpo0aaJwkRploctCQkKEeJoLFizQOp5mSkoKBgwYgODgYKSnp8PQ0BDp6eno2LEjgoODRa2EWKtWLZQoUULhwmNPnz5Vu/CYrvPasyQlJYmOs51zlEZWOCgPDw+572DXrl1y6XVdFVrf4bd69uyJTp06KZ1ioYim7yE9PR137txROqIguxcvXuDatWsoUaKERnMjAe0KdDnXcEhNTUVSUhKMjY1hbm4uav6gtr2I+vot6kN6ejp2794t04PZokULUaFEzM3Ncf/+fZ1GCCxbtgzTp08X1vJwcXHBpEmTRPWE60uZMmWwdetWjc87XWSfMpKRkYGQkBCULVsWZcuWlbueqJs+oitdr8ffmq5rC+jq4cOH6NGjh9z0JLFz2q9cuYKMjAxUqVJFZnvWvHp184oB+Tn2Wcd3dnbG1q1b8+R6okvECLGUVbJ1bWgBgDp16mDXrl1yPdnx8fFo2bJlro9SZCwvcSX7X4qIEBkZifDwcJw6dQpnz57F58+f4eXlpXIYLZA5tGfBggUoWLAgkpKS8PDhQ5iYmGDt2rVYtWoVLly4oPb42XsUs3vz5g2cnZ3lCus5FSpUCOHh4aJ63nODNmF/souIiECNGjV0jscXFRWFO3fuICEhAd7e3hqt8qzrwmPfgrI4iYooGsaraxg3fYbfAoAWLVrg6NGjyJ8/Pzp06ICAgAC1leHvKRRdbhToHj16hH79+mHkyJFKVyRVJT4+HidPnsRPP/0kKuawvn6L2rp79y6aN2+O169fy4RjzJ8/P/bv3692QTk/Pz8MGTJEq0qMPnrC9eXw4cNYtGgRli9frrcpBeroGgJPn37E67GitQWy1hMA/n9tAQsLC4UNZpqMelPXiJb1Gx4zZozC0W3qrquVK1fGqFGj8Msvv8hs37VrF2bPno1Lly6pzWN4eLjMcbPW6ShRokSeXV8GDBiAU6dOYerUqQojRohdJV6VzZs3o0WLFnKdOvpoaFG2kOXbt29RuHBhhauas7xHROjTpw927tyJT58+ITIyUtT0LH17/vw5XF1dv9nxdcWV7H+JW7duwdPTE1KpFM2aNcO5c+cQHx+PcuXKwc/PD76+vqhdu7boeTA7d+5EdHQ0fv31V2Exi5CQENja2qJFixZK02XNC23ZsiVCQkJkeo/S09MRFhaG48eP48GDByqPr81Q4e+NrnGusyhakVYMJycnbNiwAQ0aNJDZfvToUXTp0gVv3rzRaH9i6HPRLm3pa7h7z549hVUys8sKv5UzRIQynz59wo4dO7B582acOXMGP/30EwICAtCxY0elCwDp6z0AmT04yhabUtd7l1sFuqtXr6JTp05CaDVV2rZti9q1ayMoKAhfvnxBuXLl8Pz5cxARtm7dijZt2qhMf/36dRgZGcHLywtAZkFx3bp1KFOmDCZNmiQzDD03VKtWDfnz55cLx9itWze8e/dO6cKBWbZv346xY8di6NChqFixolzBV13PsD56wvXh3bt3aNu2LU6fPi16Tu6/ybe4HutK3RDv7BQN91bU86uMugY7CwsLXLt2TVTDmiKWlpa4deuWXO/ss2fPULZs2R8mZJSmESMWLVoket/KRuhlsbOzQ1JSktKGluxy/p6zQjuWL19eGKGWJT09HUeOHMGKFSvw/Plz0flluefw4cNo0aIFwsPD4ebmBgcHh1xvSOrWrRtiY2OxZ88eYVt6ejrevXuXJ8fPDT9ejplC3t7eQuvgxYsXsWjRIjRr1kzrykvO1l5A/ZypmzdvyrRk5ny9kZERXFxcMHfuXIXpFQ0VPnz4sOihwrlFm0qutnGus1uzZg3mz5+PR48eAciMYzhkyBDRYRF0XXhMW/patCvLu3fvhEYZd3d3tcO/dVkVOrsdO3bg6tWrcts7deoEHx8f0ZVsOzs79O7dG71798Y///yDLVu2YO3atZgwYYLScHr6eg8zZszAuHHj4O7uDicnJ7lQdOrs379fKNAFBgYKQ16LFSuGTZs2aV3JNjQ0FB2G8PTp0/j9998BZIZZIiLExsYiJCQE06ZNU1vJ7tOnD8aMGQMvLy88ffoU7dq1Q+vWrbFjxw4kJSXl+sq9N27cwNWrV2WGztvZ2WH69OmoVKmS2vTt27cHIFsAzgqRJmaYbOXKlREZGfnNK9kdOnTAy5cvMWPGDLlz8b/gW12PdaHrglvZF117/vw5xowZg27dugkjgy5cuICQkBBRo4LKlCmj02r4JiYmePPmjVwlOyYmRnThfebMmXBycpKLLrF27Vq8e/dO62gkmtA0YoTY9WskEonaSrYu18ry5csLq4tnrQ2RnZmZmdrQtizvPHnyBAULFtR4sUh9MzAwULka/XeP2L9Cvnz56OLFi0REJJFI6O3bt1rva/LkySofykilUnrz5g0REbm4uNC7d+80Om63bt1EP/LC6tWrycPDg4yNjcnY2Jg8PDxo1apVotJWrVqV5s6dS0RElpaW9OTJEyIiunTpEhUuXFht+vHjx5OFhQWNGTOG9u7dS3v37qUxY8aQpaUljR8/XlQekpOTadCgQWRsbExSqZSkUimZmJjQkCFD6OvXr6L2oans54Crqyu9f/9e5evv3r1L5ubmCp9LSEigwMBAMjAwIIlEQhKJhAwNDal79+6UmJio97zn5OTkROvWrZPbvm7dOnJ0dNR4fykpKbR7925q06YNmZqaUqFChfSQS9UcHR0VvgexLCwsgm0GKQAAMXlJREFU6MWLF0REVLhwYbp06RIRET19+pQsLCzUps86d7Mee/bsoWXLlpGHhwc1atRIVB5MTU0pKiqKiIg6d+5Mo0ePJiKiFy9eiMqDtbU1PX78mIiIZs2aRQ0aNCAiorNnz1KRIkVE5UEXZcuWpbCwMLntYWFh5OnpqTb98+fPVT7U2bZtG7m5udHixYvp/PnzdPPmTZlHXjEzM6MbN27k2fG+N9/ieqxP165do1u3bgl/79mzh1q0aEFjx46l5ORktenr1KlDmzdvltu+adMm8vX1VZgmLi5OeISFhVG1atXo1KlT9P79e5nn4uLi1B6/ffv25OvrS7GxscK2T58+ka+vL/36669q0xMRFStWjM6dOye3/eLFi+Ti4iJqH7ry8vKi8PBwIiKqW7cuDR8+nIiIFi5cKKps8a08f/6cnj17RhKJhK5cuSJzDXv16hWlpaV96yyy/+natSsBEB7FihWjYsWK0fz582VeV65cOZo4caLwNwBatWoVtWzZkszMzKhEiRK0d+9emTR37tyhJk2akJWVFVlaWlLNmjXp8ePHNHHiRJljAqBTp07Rs2fPCABFRkYK+wgPD6dKlSqRsbExFShQgEaPHk2pqanC876+vjRw4EAaOXIk2dnZkZOTk0w+8xJXsv8levXqRSYmJuTi4kJSqZSKFi1Krq6uCh/qlC9fXubh4eFB5ubmZG1tTd7e3krTZa/oS6VSnSr635qulVwLCwt6+vQpEclWsp89e0YmJiZq0zs4OCgskGzevJns7e01ei+JiYl069YtunXrVq5XTjVt7ElLS1Na8O7duze5ubnRoUOHhILUwYMHqXjx4tS3b1+95z2nmTNnkqmpKQ0cOJA2bNhAGzZsoKCgIDI3N6eZM2eK3s/JkyepZ8+eZGdnRzY2NhQYGEgnTpygjIyMXMx9pgIFCtDDhw+1Tq9rgS6rcSTrIZVKycnJiTp06ECvXr0SlYeSJUvStm3bKCEhgfLnzy9UWG/cuCHqt2BlZSV8BvXq1aMFCxYQUWYl3dTUVFQedHHw4EHy8PCgHTt2UHR0NEVHR9OOHTvIy8uLDh48qLaiEBERIVOAyJKamkoRERFqj5/zO8j6HrL+zSve3t504cKFPDve9yovr8f65OPjQzt37iQioidPnpCJiQl16NCBSpQoQYMHD1ab3szMTOG16MGDB2RmZqYwTdY5mvXI+bcm5/E///xDbm5uZGNjQ35+fuTn50e2trbk7u4uNOKpY2JiItzXs8v6PPLCvHnzaOHChUREdPz4cTI1NSUTExOSSqXCtU2d5ORk+vvvvxVeV8R48+YN3b59O1cb7H7++WfR9wimX7GxsTRlyhQqUqQIxcTE0Nu3b0VXsosUKUKbN2+mR48e0aBBg8jS0pI+fPhARJm/wXz58lHr1q3pypUr9ODBA1q7di39/fff9PnzZ2rbti01atSIYmJiKCYmhpKTk+Uq2f/88w+Zm5tT//796f79+7R7925ycHCQyYevry9ZW1vTpEmT6OHDhxQSEkISiYSOHTuWy5+cPK5k/4scPnyYFi9eTBKJhKZOnUoLFixQ+NBGXFwctWrVitavX6/0Nb169SJjY2O9VPT9/f3p06dPCvPh7++v1XvQhK6V3MKFCwst3tkr2bt27SI3Nze16W1sbJQWSGxsbNSm/1b02dhjb29Pp06dktt+8uRJcnBwyIXcy9u2bRtVr16d7OzsyM7OjqpXr07btm0Tnb5QoUJkampKLVu2pB07duR5j9Xs2bNFFYCV0UeBTldLly4lQ0NDsrW1pXLlylF6ejoRES1atIj8/PzUpvf396cuXbrQ+vXrycjIiB49ekREma3hxYoVy82sExHJVW6zKgY5/1ZWUcg+OiS79+/fi6pc6NoTri9Hjx6l6tWra90Tyb4tXUeElCpVikaOHCm3feTIkVSqVCmFacLDw4VHcHAwhYWFyWwLDw+nkydPUnBwsKj3kJCQQCtWrKD+/fvT8OHDKSQkhFJSUkSlJSIqUaIEbdiwQW77+vXrRd3TdJWSkkJ16tSRKRs8f/6cQkNDRVVyExMTqXv37mRgYEAGBgZCuSQoKEhUw/HVq1fJw8ND5hqW/VqmT9nLTSzvzZ8/X+b+KLaSPW7cOOHvhIQEAkCHDx8mIqKxY8eSq6ur0t9c165dqUWLFjLbclayf/vtN3J3d5fppFi6dClZWloKZQNfX1+qWbOmzH4qVaokjILLSzwn+19EX/M4FbG2tsbkyZPRrFkzdO7cWeFrVq5cidatWwsLNvXq1UvrPISHhytcgfzr1684c+aMVvvURGpqqsKQHhUrVlQ6jza79u3bY/To0dixYwckEgkyMjJw7tw5jBgxQlTYnM6dO2PZsmVyC1OtXLlSL6uH5hZ9ngNJSUlwcnKS2+7o6JhnK/G2bdtWaTxrMSZNmoRff/1V9IKD+jZixAg0adIExYsXR5kyZTRe22Do0KHC/+vVq4e///5b6xBg2urfvz8qV66M6Oho1K9fH1KpFEBmmMBp06apTb9gwQIEBARgz549+P3331GiRAkAmYs75sV8s+zzUrVB/5t7ndOHDx9EhXR88eIFqlevLjfvNC0tDefPn8+zudpZ96e6devKbCeRc8vZt0VEwsKJJ06cQNOmTQEAzs7OouZKz58/H23atMHhw4eFMFqXL1/Go0ePEBoaqjCNr6+v8P86deooXJX6w4cPqFevnqj54xYWFujdu7fa1ynTq1cvDBkyBKmpqTIx50eNGoXhw4drvV+xjIyMhAXEshQrVkz0b3js2LG4efMmwsPDhd8jkHltnzRpEsaMGaMyfffu3VGqVCmsWbPmP7muAlMve7nAwsIC1tbWePv2LYDM9Ulq1aolVw7RxP3791GtWjWZc69GjRpISEjAP//8g6JFi8rlAwAKFiwo5CMvcSX7X0hRaCN9iIuLQ1xcnMrX6FrRz34DuXfvHl6/fi38nbUCZeHChTXapzZ0reTOmDEDAwYMgLOzM9LT01GmTBkhzvW4ceNE5WHNmjU4duwYqlatCiAznmdUVBS6dOkiE/81t+O7akpfjT3VqlXDxIkTsX79epiamgIAvnz5gsmTJ+dJPFJtYlzn1KtXL/1lSAuDBg3CqVOn4O/vD3t7e50LRZoU6LL8888/2LdvH6KiouQazsScu2fPnkXNmjXlGr2aNGki6vhly5bF7du35bb/8ccfMqHRtmzZgubNm4uquGoie0VBE1kLQUokEnTr1g0mJibCc+np6bh165aoRgJ/f3+FlZO4uDj4+/vnSeU2KyzP8uXLhTBm7Mfi4+ODadOmoV69eoiIiMCyZcsAZK7OragxNCdPT088ePAAy5cvF6IKNGvWDH379hUWF1VFWWNTQkKCcH9QpWjRokKkFX9/f7kF0JTJHrll1KhR+PDhA/r37y9cy0xNTTF69GiMHTtW1P501alTJ6xZswazZs3SOO2ePXuwbds2VK1aVeaz9PDwwJMnT9Smf/r0KUJDQ4WGSvbfIZVK5X6nisKt5axAZ3UyAZmL2+UVVfnIS1zJZnJyhnwgIsTExGDDhg1o3LixqH1oW9H/nlag1KWSa2xsjFWrVmH8+PGi41xnv5nfuXMHFSpUAADh5ufg4AAHBwfcuXNHSPM9tyTr2tizcOFCNGzYEEWKFBFioN68eROmpqY4evSoPrKo0rt379CoUSPkz58f7du3R0BAwA8XpzEkJAShoaGiK6SK6BICLCwsDM2bN4ebmxv+/vtveHp6CuG3ss5vderUqYPChQujY8eO6Nixo0bh71TJWTDv06cPqlSpIrrwrYkzZ85gxYoVePr0KXbs2IHChQtjw4YNcHV1Rc2aNRWmyYoMQUSwsrKSKaAYGxujatWqohpxdO0J1wcjIyPY29vD399f5TWQfb/mz5+v04gQV1dXxMTEYMaMGTLbP3z4AEdHR6WNPVn3WolEgvHjx8Pc3Fx4Lj09HZcuXRJ1XZ4xYwZOnz6N2bNno1evXihcuDB8fX3h6+sLPz8/pedl9sgtbm5uuHLlCsaPH4/79+/DzMwMJUuWlGkAy21paWlYu3YtTpw4oTCkn6pr8rt37+Qa24DM+OdiyhJ169bFzZs3uZL9H5Q/f37ExMQIf8fHx+PZs2ca7aNs2bIICQlBamqqwt5sY2NjtY2+pUuXRmhoqMx97dy5c7CyshLCDX9PuJLN5OQM+SCVSpE/f3507do111trnz17BiKCm5sbLl++LBOuydjYGI6OjjK9T/qUG5XcokWLwtnZWdRrs9/MX7x4gStXrsDe3l6Xt/RD8/T0xKNHj7Bp0yah56NDhw4ICAjIkxbRvXv3ysS4njdvnqgY19+TfPnyoXjx4lqn1zUE2NixYzFixAhMnjwZVlZWCA0NhaOjIwICAmSGK6ry6tUrbN26FVu2bMHMmTNRtmxZBAQEoEOHDnq9qYrpTdNGaGgoOnfujICAAFy/fh3JyckAMnuSZ8yYIRfXNktWI5WLiwtGjBihcYVYXz3h+qJLDxz79sqVKydz78uSc0SIMtr2REdGRgrpb9++LRPX3tjYGOXKlcOIESPUHr9Tp07o1KkTgMywXREREThw4AD69++PjIwMpYV7W1tbPHv2DI6Ojnj+/DkyMjJgaWkpKvxebsheNnn48KHMc+quyT4+Pjh48CAGDhwo8/rVq1eLGh22evVqdO3aFXfu3IGnp6dcRal58+ai3wf7sdSpUwfBwcFo1qwZbG1tMWHCBI3L4kFBQVi8eDHat2+PsWPHwsbGBhcvXkTlypXh7u4OFxcXHD16FA8ePIC9vb3CEMT9+/fHggULMHDgQAQFBeHBgweYOHEihg0bJkwl+55wJZsBkK1gato6pU9ZQ1G/xbAOfVdyNY1zrehm/l9nbm7+TYdcaxPj+nsyadIkTJw4EevWrZPpARJr4cKFWLt2Lbp166bV8e/fv48tW7YAyIyN/eXLF1haWmLKlClo0aKFwriuOTk4OCAoKAhBQUF49uwZNm/ejJCQEIwdOxa1a9fGyZMntcpbXpk2bRqWL1+OLl26YOvWrcL2GjVqiJpTPmrUKJkGgBcvXmD37t0oU6YMGjRooDSdvnrC9UWXHjj27SmbPqNuqLauPdFZaxoEBgZi4cKFsLa21u4NIHOdj7NnzyI8PBynTp1CZGQkPD09VU4JatOmDXx9fVGwYEFIJBL4+PgorVw8ffpU67yJpcsaDzNmzEDjxo1x7949pKWlYeHChbh37x7Onz+PiIgItekvXLiAc+fO4fDhw3LP8boK/25jx47Fs2fP0LRpU9jY2GDq1Kka1xXs7e1x8uRJjBw5Er6+vjAwMED58uVRo0YNAJnT68LDw+Hj44OEhAScOnVKrjOjcOHCOHToEEaOHIly5cohX7586NGjh+hpmHlNQrnVfM9+KAYGBnJDor51L+qjR4+UDlOdMGGC3o9nb2+PQ4cOoUqVKpBKpXjz5o1MT7omJkyYgHnz5mHgwIFCC/GFCxewZMkSDB06FFOmTJFL07t3b6xfvx4FCxZEVFQUihQp8k1v5t/azJkz4eTkhO7du8tsX7t2Ld69e4fRo0fnWV5SU1Nx8OBBbNy4EQcPHkS+fPnw8uXLPDu+try9vfHkyRMQEVxcXOR6Hq5fv64yfcGCBXH69Gmth/gWKFAAp06dQunSpVGmTBnMmjULzZs3x82bN4XFSjSVnp6Ow4cPY/z48bh165beCnZWVla4efOm3oeLm5ub4969e3BxcZE5xtOnT1GmTBl8/fpVZfoGDRqgdevW6Nu3L2JjY+Hu7g5jY2O8f/8e8+bNU9tQMXnyZK16wvXN399f6XMSieS7byz5r2vRogWOHj0qTJ/p1KmTMI1HlazvPSIiAtWqVZPric4aqZHb0wiqV6+OyMhIlC5dWpibXbt2bdjZ2alNe+TIEWExzylTpihdZ2Tw4MH6zrbePXnyBLNmzcLNmzeRkJCAChUqYPTo0fDy8lKb1sXFBU2bNsX48eNFzcPPKTU1FX369MH48ePh6uqq8rUzZ85Ev379vtmioYzpA1eyGQD9VjD1YdWqVejXrx8cHBxQoEABuWGq6ioH2tBnJTd//vxYtGgROnToILN9y5YtGDhwoNLVWP9NN3Ndubi4YPPmzXJDWi9duoT27dvnyYiLU6dOYfPmzQgNDUVGRgZat26NgIAA1KlT57ueD59l0qRJKvM5ceJElennzJmDV69eYcGCBVodv2XLlmjSpAl69eqFESNGYO/evejWrRt27doFOzs7nDhxQvS+zp07h02bNmHnzp34+vUrWrRoodGwc3Vyq5Lt5uaGlStXol69ejLHWL9+PWbNmoV79+6pTO/g4ICIiAh4eHhg9erVWLx4MSIjIxEaGooJEybg/v37KtN/+fIFRCT0IIrtCWcsp+zTZ86cOaPR9Bl99ETrIl++fJBKpWjQoAH8/Pzg5+eHUqVKabSPwMBALFq0SK+RW34kVlZWuHHjhk5TkGxsbHDjxg21lWzG/g24ks0AfH+9qMWKFUP//v3ztLcS0F8l19bWFleuXJFrnX/48CEqV66M2NhYlen/6zdzIHMY4v379+VuxmJ7ALWRfdpE4cKF8fHjRzRq1AgBAQFo1qxZni5w8z3IyMhAkyZN8PDhQ61CgD19+hQJCQkoW7YsEhMTMXz4cJw/fx4lS5bEvHnzRK1UPnbsWGzduhWvXr1C/fr1ERAQgBYtWmg1/F2V3Kpkz5w5Exs3bsTatWtRv359HDp0CC9evMDQoUMxfvx4YX6kMubm5vj7779RtGhRtG3bFh4eHpg4cSKio6Ph7u6uNpydrj3hjCmSffrMo0ePvvvpM1lzusPDwxEREYHTp0/D2NhYWG38W0eCyCtPnjzBunXr8PTpUyxYsACOjo44fPgwihYtqnZRya5du6JWrVpKp7yJ0bVrV5QvX14mPCRj/1Y8J5sBAAYMGIDmzZvj+fPnOsc31odPnz7h119/zfPj6iv8lK4hwHIrDNuPxNnZGefOnZOrZJ87dw6FChXKlWNmn5cPANHR0XBwcMiVY+UFZVM/YmNjUaFCBbUNZrqGAMteYbWwsMDy5cs1Sg8Ap0+fxsiRI9G2bdtc/S6KFSumU/xOZcaMGYOMjAzUrVsXSUlJqF27NkxMTDBixAi1FWwAKFGiBPbs2YNWrVrh6NGjQuH07du3onoFr1+/LixmuXPnThQoUECmJ5wr2UxTqampuHr1Ki5duoTnz59rNXQ4r0kkEpQtWxZly5bFwIEDce3aNSxZsuT/2rv3qBrz/Q/g792NriJdXLqgRCQRM+mkQ4dwHJdQp4mi3COhMMeEMTiWyGW5zMnqqJmFkrNcZhwVkchlSomZWiKlHDEUo6RS7d8fLfvXtrupnb13vV9/2c/18zysbX+e7/P9fHD06FFER0d3iCT7ypUrmDhxIhwcHJCUlIQtW7bAwMAAGRkZCA8Px8mTJxvdv3///vj6669x7do1WFtbS3xf+vv7NxmDhYUFNm/ejOTk5HprMzTnGESKgiPZBEB8TnafPn2QlJQkqootC76+vhgxYgQWL14ssxg+Vd22Xu/fv0dkZCRMTEzqbQH2udqQKbIdO3Zgx44dCAkJEbVzS0hIwJo1a7B69eo2qXRfd9qEsrIynj17JtNpE62lpKSEZ8+eSbRtef78OYyNjSX6Vn9MW1sbUVFRLW4B1tokHwDKy8ub1Qe3KZWVlfXWdzAxMWn1sZt7/ocPH6K0tBRWVlbQ0tJqcNu6b1T85z//gYeHB6qrq+Hs7Iz4+HgAtSPkSUlJ9RYhqqu1I+FEHyjy9Jm0tDQkJiYiMTER165dQ0lJCaytrUXzs6dOnSrrENucvb09Zs2ahVWrVom9ufPLL7/A1dUVT548aXT/xl7xFggEzfo+l8YxiBQFR7IJgHhl6/z8fKn8qP1Udftzm5ubIzg4GDdv3mzxE9PP7ciRIxg8eDBUVFQgEAgwfPhwAJItwH777TdZhinX6iYXa9asQVFREZYuXSpKBjt37oy1a9e2WSu5upVkAci8kmxLnT17VvTnuLg4sVYY1dXVSEhIaNacuNa2AMvLy6u3MFlFRUWzC8cZGBiIfsw7Ozt/cpuOBw8ewMfHB9evXxdb/qGl0OeqiKumpgYrKyu8efMGFy9ehKWlJQYOHFjvtnXfqAgKCsKjR4/w4sULsUJTzs7OmD59epPnbe1IOHVcDU2fCQsLU7jpMyNHjoStrS2cnJywYMECjB49ut4WQe3ZvXv3cOzYMYnlBgYGDdaJqUsadVBk2b2G6HPjSDYBqJ2THRkZiZ49e8psTnZzC2HI69POuqOG8lKhXdHUV+W+U6dOyMrKgrq6OiwsLNr8h52iF5/LyMiAra1tg+tVVVVhZmaGXbt2YfLkyY0e68iRI4iNjf3kFmAfkvxp06YhMjKy3iT/woULuH//fpPHOnXqFI4dO4Zz586hS5cucHd3x+zZs2FnZ9esWBwcHKCiooJ169aJ2vDU1ZwKya3h5uaG0aNHY9myZXj37h2GDh2K3NxcCIVCREVFYcaMGRL7tLYQpTRHwqnjqvt93KtXL2RkZCjs9Jk3b950+IdKvXv3xokTJzBq1CixkexTp04hMDBQNCAgbXXf8muMQCDArl272iQGIllgkk0iip5cyJq8VWhXRPJ0DxW1+NzHUz9SUlJa/MO4JS3ApJnk11VSUoKTJ0/i+PHjuHTpEvr27YvZs2c32c5PU1MTt2/fxoABA5p9LmkyMjJCXFwcbGxscOzYMWzcuBEZGRmIjIxEWFgY0tPTJfZpbSHKjx9WJSUliUbCP7wJ8Msvv0BHR0dm94XkX3ubPgPIftqILAUGBuLWrVuIiYlB//79kZaWhufPn8PLywteXl71dptYtWoVvvvuO2hqajaZLDfU6/7j9n1paWmoqqqCpaUlgNqCsMrKyhg+fDhb+VG7wiSbJChqciFr8vA2gKKTtyr3ikiaP4xb0gJMmkl+QzIzM+Hp6dmsPtkjRozA7t278ac//UmqMTSXuro6srOzYWxsDC8vL/Ts2RPbt29Hfn4+rKysGuwV3pqHnvL0sIoUV3v6Ps7Ozoavr6/Mp43IUmVlJfz8/BAREYHq6mqoqKiguroaX331FSIiIur9u+3WrRuys7PRvXt3qfS6Dw0NRWJiIiIjI0U9yl+9eoV58+bB0dERq1evbvkFEskZJtkkN5r7ShHQ8BNTWePbAK3He9g6sn7Y01ajX+Xl5Th79iyOHTuG2NhYGBoawsPDA9u3b5fY9s2bN6I/p6am4ptvvsG2bdvqre/Q1q+Q9u/fH1u2bMFf//pX9OnTB1FRURg7diwyMjLg7Ozc5FzIljz0bE/JEclWe/k+lvW0EXlSUFCAe/fuobS0FLa2thKtRuuS9jS4Xr16IT4+XqJd2K+//orx48fj6dOnLT42kbxh4TOSGx8XDmvo+Y88VzGVVguwjoz3sHXCwsLg6uoq+mHcmnZ8LakOPmPGDIwePVrUZq21xePi4uJw7NgxnD59GioqKpg5cybi4+MxevToBvfR1dUV+54QCoVwdnYW2+ZzjWAFBATA09MTWlpaMDU1xZ///GcAta3JrK2tm9y/Je38pPlvgDq29vJ9fOfOHZlOG5EHmzdvRmBgIIyNjcW6x7x79w4hISH1Tr3p2rWrqChuXl6exGv2n+rNmzd48eKFxPIXL16gpKSkVccmkjccySa5wcJhRNLV2qkfLW0BJs3RLw0NDUyePBmenp6YNGlSs3pZX7lypcltPnBycmr2ti2VmpqKgoICjBs3TtS669y5c9DV1YWDg0ObnpvTf4hkP21EHtSdylNXUVERDAwM6n3gKO23Yry8vHD16lXs2rULI0eOBFDb3jQoKAiOjo6IjIxswZURyScm2SQ3OI+QSD5Iqzq4NBK8kpKSdpMgfvjvVp7fxiFqL+Rp2og8aOh31aVLl+Du7l7vCDMg3YemZWVlCAwMxL///W+8f/8eAKCiogJfX1+EhIRAU1PzE6+KSH4xySa5Ieu5pETUdtXBWyoiIgJz586VWF5VVYXg4GD885//bPIYr1+/Rnh4OLKysgAAgwYNgo+Pz2frkxseHo7du3fjwYMHAAALCwsEBARg/vz5n+X8RB2RkpKSxLSRjx9wdYTCZ127doVAIMAff/wBHR0dsXtQXV2N0tJSLF68GAcOHGj0ONJ8K+bt27eilmH9+vVjck3tEpNskivtpcgKkaL6HNXBP4WOjg5cXFwQFhYmqkZ7//59fPXVVygqKkJeXl6j+6empsLFxQXq6uqi1xNTUlLw7t07xMfHY9iwYW0a/4YNGxAaGorly5fD3t4eAHDjxg3s378fK1euxObNm9v0/EQdVd1pI3l5eTA2NpZ4cF9TU4P8/Hx4e3t/7vA+m8jISAiFQvj4+GDPnj1iDxfV1NRgZmYm+m4iIulhkk1yifMIiWRD3nrj5uTkYPbs2SgoKMCRI0eQnZ2NNWvWYNq0aTh48GCTo9GOjo4wNzfH4cOHoaJSW+uzqqoK8+fPx6NHj5CUlNSm8evr62Pfvn3w8PAQW378+HEsX768yeriRNR6LZmP3N5cuXJFVGWdiNoek2wiIhKRx2kbNTU1CAgIwIEDB6CsrIzIyEiJpLUh6urqSE9Pl6gqnJmZCTs7O5SVlbVFyCK6urpISUmRaJOTnZ2NkSNH4vXr1216fiJqeD7y48ePYWVlhbdv38ooss8nLS0Nqqqqoq4GZ86cwZEjR2BlZYVNmzZBTU1NxhEStS98nEVERCLy2P7p3LlziIqKgr29PbKzsxEeHg4nJydRm7DG6OjoID8/XyLJLigo+CzXNWfOHBw6dAihoaFiy8PCwuDp6dnm5yfqyFatWgWgtthgcHAwNDQ0ROuqq6tx69YtDB06VEbRfV6LFi3CunXrYG1tjUePHsHd3R2urq6IiYlBWVkZ9uzZI+sQidoVJtlERCRGnnrjLlq0CJGRkdi6dStWrVqF58+fw8fHB9bW1jh06BDc3Nwa3d/d3R2+vr7YuXMnRo0aBQBITk5GUFBQs0fDWys8PBzx8fH48ssvAdS2rMnPz4eXl5coCQAgkYgTUeukp6cDqC1wdu/ePbHRWjU1NdjY2CAwMFBW4X1W2dnZogcKMTExcHJywrFjx5CcnIy///3vTLKJpIyvixMRkdwaPHgwjh49ChsbG7HlBw4cwNq1a1FaWiqxz927dzF48GAoKSmhsrISQUFB+P7771FVVQWgtkL6kiVLsH37dnTq1EnqMdc9/5gxY5q1j0AgwKVLl6QeCxHV1nnZu3dvh2jV1RAdHR3cvn0bFhYWGDduHCZPnowVK1YgPz8flpaWePfunaxDJGpXmGQTEZHcqqioaDARvn//PiwtLSWW1y1y1LdvX6SkpEBdXV2sZUzd10alrb7z6+nptdn5iIiaMnbsWBgbG+Mvf/kLfH19kZmZCXNzc1y5cgXe3t5Ndmogok+jJOsAiIiIGtLYSHN9CTZQW2wsNzcXQG3rnpqaGmhoaMDa2hrW1tZtmmA3dH4iIlnas2cP0tLSsGzZMqxfvx7m5uYAgJMnT4qm0hCR9HAkm4iI5NrJkydx4sQJ5Ofno7KyUmxdWlqaxPYLFy7EDz/8gB49esikQrqsz09E1Fzl5eVQVlaGqqoqgNr2glOmTIGmpqaMIyNSbCx8RkREcmvfvn1Yv3495s6dizNnzmDevHnIyclBSkoK/Pz86t1H1hXSZX1+IqLm6ty5s9jnRYsW4YsvvkDfvn1lFBFR+8CRbCIiklsDBgzAxo0b4eHhAW1tbWRkZKBv377YsGEDiouLsX///kb3nzdvHvbt2yezJFfW5yci+hR1v2eJqOWYZBMRkdzS0NBAVlYWTE1NYWBggAsXLsDGxgYPHjzAl19+iaKiIlmHSETUbjDJJpIOFj4jIiK5ZWRkhOLiYgCAiYkJbt68CQDIzc0FnxETERGRPGKSTUREcmvs2LE4e/YsgNpXr1euXIlx48bB3d0d06dPl3F0RERERJL4ujgREcmtmpoa1NTUQEWltk5nVFQUrl+/DgsLCyxatAhqamoyjpCIqP3g6+JE0sEkm4iIiIiIMHjwYJw/fx7GxsayDoVIoTHJJiIiuVZeXo67d+/i999/R01Njdi6KVOmyCgqIiLFU1lZWe93qYmJiYwiImqf2CebiIjkVmxsLLy8vPDy5UuJdQKBANXV1TKIiohIsTx48AA+Pj64fv262HKhUMjvUqI2wJFsIiKSWxYWFhg/fjw2bNgAQ0NDWYdDRKSQHBwcoKKignXr1qFHjx4QCARi621sbGQUGVH7xCSbiIjklo6ODtLT09GvXz9Zh0JEpLA0NTVx+/ZtDBgwQNahEHUIbOFFRERya+bMmUhMTJR1GERECs3KyqreaTdE1DY4kk1ERHKrrKwMs2bNgr6+PqytraGqqiq23t/fX0aRERHJtzdv3oj+nJqaim+++Qbbtm2r97tUR0fnc4dH1K4xySYiIrkVHh6OxYsXo3PnztDT0xObRygQCPDo0SMZRkdEJL+UlJTEvjM//OT/eBkLnxFJH5NsIiKSW0ZGRvD398e6deugpMQZTkREzXXlypVmb+vk5NSGkRB1PEyyiYhIbnXr1g0pKSksfEZE1EqvX79GeHg4srKyANTO0/b19UWXLl1kHBlR+8NhASIiklve3t6Ijo6WdRhERAotNTUV5ubm2L17N4qLi1FcXIzdu3ejX79+SEtLk3V4RO0OR7KJiEhu+fv744cffoCNjQ2GDBkiUawnNDRURpERESkOR0dHmJub4/Dhw1BRUQEAVFVVYf78+Xj06BGSkpJkHCFR+8Ikm4iI5Mrdu3cxePBgKCkpYcyYMQ1uJxAIcOnSpc8YGRGRYlJXV0d6erpEn+zMzEzY2dmhrKxMRpERtU8qsg6AiIioLltbWxQWFsLAwACPHz9GSkoK9PT0ZB0WEZHC0tHRQX5+vkSSXVBQAG1tbRlFRdR+cU42ERHJFV1dXeTm5gIA8vLyUFNTI+OIiIgUm7u7O3x9fREdHY2CggIUFBQgKioK8+fPh4eHh6zDI2p3OJJNRERyZcaMGXByckKPHj0gEAhgZ2cHZWXlerdln2wioqbt3LkTAoEAXl5eqKqqAgCoqqpiyZIl2L59u4yjI2p/OCebiIjkTmxsLB4+fAh/f39s3ry5wdcZV6xY8ZkjIyJSXGVlZcjJyQEA9OvXDxoaGjKOiKh9YpJNRERya968edi3bx/nDBIREZHCYJJNREREREREJCUsfEZEREREREQkJUyyiYiIiIiIiKSESTYRERERERGRlDDJJiIiIiIiIpISJtlERAQA2LRpE4YOHdqqY+Tl5UEgEODOnTtSiakhAoEAp0+fbtNzEBEREbUEk2wiIgVRUFAAHx8f9OzZE2pqajA1NcWKFStQVFT0yceqL0kNDAxEQkJCq2I0NjZGYWEhBg8e3KrjfNBQ4l9YWIiJEydK5Rwdzdy5czFt2jRZh0FERNRuMckmIlIAjx49gp2dHR48eIDjx4/j4cOH+P7775GQkAB7e3sUFxe3+hxaWlrQ09Nr1TGUlZVhZGQEFRWVVsfTGCMjI3Tq1KlNz9FW3r9/L+sQpKKyslLWIRAREcklJtlERArAz88PampqiI+Ph5OTE0xMTDBx4kRcvHgR//vf/7B+/XrRtmZmZvjuu+/g4eEBTU1N9OrVCwcOHBBbDwDTp0+HQCAQff541PjDiOe2bdtgaGgIXV1dbN68GVVVVQgKCkK3bt3Qu3dvHDlyRLTPx6+Lv3r1Cp6entDX14e6ujosLCzEtl+7di369+8PDQ0N9O3bF8HBwaIkNCIiAt9++y0yMjIgEAggEAgQEREBQHIk/t69exg7dizU1dWhp6eHhQsXorS0VOJadu7ciR49ekBPTw9+fn6NJrwf7se//vUvGBsbQ0NDA25ubvjjjz9E26SkpGDcuHHo3r07unTpAicnJ6SlpYkdRyAQ4NChQ5gyZQo0NTWxdetWVFdXw9fXF3369IG6ujosLS2xd+9esf1acv+B2jce3NzcoKuri27dumHq1KnIy8sTXVNkZCTOnDkjuqeJiYlN7lc3nq1bt6Jnz56wtLRs8N4RERF1ZEyyiYjkXHFxMeLi4rB06VKoq6uLrTMyMoKnpyeio6MhFApFy0NCQmBjY4P09HSsW7cOK1aswIULFwDUJoYAcOTIERQWFoo+1+fSpUt4+vQpkpKSEBoaio0bN2Ly5Mno2rUrbt26hcWLF2PRokV48uRJvfsHBwcjMzMT58+fR1ZWFg4dOoTu3buL1mtrayMiIgKZmZnYu3cvDh8+jN27dwMA3N3dsXr1agwaNAiFhYUoLCyEu7u7xDnevn0LFxcXdO3aFSkpKYiJicHFixexbNkyse0uX76MnJwcXL58GZGRkYiIiBAl7Q15+PAhTpw4gZ9++gmxsbFIT0/H0qVLRetLSkrg7e2Na9eu4ebNm7CwsMCkSZNQUlIidpxNmzZh+vTpuHfvHnx8fFBTU4PevXsjJiYGmZmZ2LBhA/7xj3/gxIkTrbr/79+/h4uLC7S1tXH16lUkJydDS0sLEyZMQGVlJQIDA+Hm5oYJEyaI7umoUaOa3O+DhIQE3L9/HxcuXMDPP//c6L0jIiLqsIRERCTXbt68KQQgPHXqVL3rQ0NDhQCEz58/FwqFQqGpqalwwoQJYtu4u7sLJ06cKPpc3/E2btwotLGxEX329vYWmpqaCqurq0XLLC0thY6OjqLPVVVVQk1NTeHx48eFQqFQmJubKwQgTE9PFwqFQuHf/vY34bx585p9rSEhIcLhw4c3GFN98YeFhQm7du0qLC0tFa0/d+6cUElJSfjs2TOxa6mqqhJtM2vWLKG7u3uDsWzcuFGorKwsfPLkiWjZ+fPnhUpKSsLCwsJ696murhZqa2sLf/rpJ7FYAwICGr9woVDo5+cnnDFjhuhzS+7/jz/+KLS0tBTW1NSItqmoqBCqq6sL4+LiRMedOnWq2Lmbu5+hoaGwoqKiyWshIiLqyDiSTUSkIIR1RqqbYm9vL/E5Kyvrk885aNAgKCn9/38VhoaGsLa2Fn1WVlaGnp4efv/993r3X7JkCaKiojB06FCsWbMG169fF1sfHR0NBwcHGBkZQUtLC9988w3y8/M/KcasrCzY2NhAU1NTtMzBwQE1NTW4f/++2LUoKyuLPvfo0aPBuD8wMTFBr169RJ/t7e3Fjvv8+XMsWLAAFhYW6NKlC3R0dFBaWipxDXZ2dhLHPnDgAIYPHw59fX1oaWkhLCxMYr9Pvf8ZGRl4+PAhtLW1oaWlBS0tLXTr1g3l5eXIyclp8Dqbu5+1tTXU1NQavWdEREQdXdtWpiEiolYzNzeHQCBAVlYWpk+fLrE+KysLXbt2hb6+vtTPraqqKvZZIBDUu6ympqbe/SdOnIjHjx/jv//9Ly5cuABnZ2f4+flh586duHHjBjw9PfHtt9/CxcUFXbp0QVRUFHbt2iX162joWhqKu7m8vb1RVFSEvXv3wtTUFJ06dYK9vb1EUbC6DwAAICoqCoGBgdi1axfs7e2hra2NkJAQ3Lp1q8mYG7uO0tJSDB8+HEePHpWItbF/H83d7+PrICIiIklMsomI5Jyenh7GjRuHgwcPYuXKlWLzsp89e4ajR4/Cy8sLAoFAtPzmzZtix7h58yYGDhwo+qyqqorq6uq2Dx61SZq3tze8vb3h6OiIoKAg7Ny5E9evX4epqalY0bbHjx+L7aumptZknAMHDkRERATevn0rSgKTk5OhpKTU6uJc+fn5ePr0KXr27Amg9j7WPW5ycjIOHjyISZMmAagtHvby5csmj5ucnIxRo0aJze9ubKS5uYYNG4bo6GgYGBhAR0en3m3qu6fN2Y+IiIiah6+LExEpgP3796OiogIuLi5ISkpCQUEBYmNjMW7cOPTq1Qtbt24V2z45ORk7duxAdnY2Dhw4gJiYGKxYsUK03szMDAkJCXj27BlevXrVZnFv2LABZ86cwcOHD/Hbb7/h559/FiX7FhYWyM/PR1RUFHJycrBv3z6cOnVKbH8zMzPk5ubizp07ePnyJSoqKiTO4enpic6dO8Pb2xu//vorLl++jOXLl2POnDkwNDRsVfwfjpuRkYGrV6/C398fbm5uMDIyEl3Djz/+iKysLNy6dQuenp4SxenqY2FhgdTUVMTFxSE7OxvBwcGNFqBrLk9PT3Tv3h1Tp07F1atXkZubi8TERPj7+4uKo5mZmeHu3bu4f/8+Xr58iffv3zdrPyIiImoeJtlERArgQ1LWt29fuLm5oV+/fli4cCHGjBmDGzduoFu3bmLbr169GqmpqbC1tcWWLVsQGhoKFxcX0fpdu3bhwoULMDY2hq2tbZvFraamhq+//hpDhgzB6NGjoaysjKioKADAlClTsHLlSixbtgxDhw7F9evXERwcLLb/jBkzMGHCBIwZMwb6+vo4fvy4xDk0NDQQFxeH4uJijBgxAjNnzoSzszP279/f6vjNzc3h6uqKSZMmYfz48RgyZAgOHjwoWh8eHo5Xr15h2LBhmDNnDvz9/WFgYNDkcRctWgRXV1e4u7vjiy++QFFRkdiodktpaGggKSkJJiYmcHV1xcCBA+Hr64vy8nLRCPWCBQtgaWkJOzs76OvrIzk5uVn7ERERUfMIhJ9SSYeIiOSemZkZAgICEBAQIOtQFNqmTZtw+vRpUc9vIiIioubgSDYRERERERGRlDDJJiIiIiIiIpISvi5OREREREREJCUcySYiIiIiIiKSEibZRERERERERFLCJJuIiIiIiIhISphkExEREREREUkJk2wiIiIiIiIiKWGSTURERERERCQlTLKJiIiIiIiIpIRJNhEREREREZGUMMkmIiIiIiIikpL/A7uZi7P4REokAAAAAElFTkSuQmCC", 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" ] @@ -674,7 +683,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 46, "metadata": {}, "outputs": [ { @@ -851,13 +860,13 @@ "[4 rows x 93 columns]" ] }, - "execution_count": 8, + "execution_count": 46, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -876,9 +885,9 @@ "\n", "plot_mfile_solutions(\n", " runs_metadata,\n", - " \"3 large tokamak solutions, normalised by large tokamak 1, with RMS errors\",\n", - " normalise=True,\n", - " normalising_tag=\"large tokamak 1\",\n", + " \"4 large tokamak solutions with RMS errors normalised to large tokamak 2\",\n", + " normalise=False,\n", + " normalising_tag=\"large tokamak 2\",\n", " rmse=True,\n", ")" ] diff --git a/process/io/plot_solutions.py b/process/io/plot_solutions.py index e88bd2717c..0ad5a62ec9 100644 --- a/process/io/plot_solutions.py +++ b/process/io/plot_solutions.py @@ -368,9 +368,16 @@ def _plot_solutions( ax[1].set_xlabel("Objective\nfunction") if rmse_df is not None: - rmse_df_melt = rmse_df.melt(id_vars=TAG) + # Ensure solution legend colours are the same: tags match between opt + # params and RMS error plot. This can happen if not normalising opt + # params, but request RMS error plot + rmse_df_matched = rmse_df[ + rmse_df["tag"].isin(opt_params_values_with_names_df["tag"]) + ] + + rmse_df_matched_melt = rmse_df_matched.melt(id_vars=TAG) sns.stripplot( - data=rmse_df_melt, + data=rmse_df_matched_melt, x="variable", y="value", hue=TAG, @@ -378,9 +385,8 @@ def _plot_solutions( ax=ax[2], ) ax[2].set_ylabel("") - ax[2].set_xlabel("RMS error") + ax[2].set_xlabel(f"RMS error\nrelative to\n{normalising_tag}") ax[2].get_legend().remove() - # TODO Make colours consistent # Ensure title doesn't overlap plots fig.tight_layout() @@ -399,23 +405,24 @@ def _rms_errors( :return: RMS errors for each solution :rtype: pandas.DataFrame """ - normalising_soln, non_normalising_solns = _separate_norm_solution( - results_df, normalising_tag - ) + normalising_soln, _ = _separate_norm_solution(results_df, normalising_tag) # Reference solution to calculate RMS errors against ref_soln_opt_params = _filter_opt_params(normalising_soln) # Solutions that need RMS errors calculating - solns_opt_params_to_rms = _filter_opt_params(non_normalising_solns) + # Include reference solution here, so that its RMS error is calculated (as 0) + # This is so that the colours in the RMSE plot match those in the main + # optimisation parameter plot's legend + all_solns_opt_params = _filter_opt_params(results_df) ref_soln_opt_params_np = ref_soln_opt_params.to_numpy() - solns_opt_params_to_rms_np = solns_opt_params_to_rms.to_numpy() + solns_opt_params_to_rms_np = all_solns_opt_params.to_numpy() rmses = np.sqrt( np.mean((solns_opt_params_to_rms_np - ref_soln_opt_params_np) ** 2, axis=1) ) # Create df of tags and rmses - tag_series = non_normalising_solns["tag"].reset_index(drop=True) + tag_series = results_df["tag"] rmse_series = pd.Series(rmses, name="rmse") rmse_df = pd.concat([tag_series, rmse_series], axis=1) return rmse_df From 2cecc46f6dce13a715c3836251632f60c45cedc6 Mon Sep 17 00:00:00 2001 From: Jonathan Maddock <78556175+jonmaddock@users.noreply.github.com> Date: Wed, 6 Mar 2024 16:05:13 +0000 Subject: [PATCH 05/13] Add known limitations to plot_solutions.ipynb --- examples/plot_solutions.ipynb | 461 +++++++++++++++++----------------- 1 file changed, 230 insertions(+), 231 deletions(-) diff --git a/examples/plot_solutions.ipynb b/examples/plot_solutions.ipynb index 66970fc62b..c543cd052c 100644 --- a/examples/plot_solutions.ipynb +++ b/examples/plot_solutions.ipynb @@ -7,23 +7,22 @@ "source": [ "# `plot_solutions` Solution Comparison Tool\n", "\n", - "This tool plots the solution vectors (i.e. final values of optimisation parameters) for different runs of PROCESS. This allows visual comparisons of different solution points." + "This tool plots the solution vectors (i.e. final values of optimisation parameters) for different runs of PROCESS. This allows visual comparisons of different solution points.\n", + "\n", + "### Known Limitations\n", + "\n", + "The solution vectors (optimisation parameter values at the solution) currently plotted are normalised to the initial point (from the `IN.DAT`) of each solution: each element of the vector is the $x_{final}/x_{initial}$, the `xcmxxx` values in the `MFILE.DAT`. This allows all optimisation parameters to be plotted on the same axis, showing the relative changes from their initial values across multiple solutions.\n", + "\n", + "Solutions being plotted together must also have the same optimisation parameters.\n", + "\n", + "The solutions plotted in this example are fictitious." ] }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 1, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The autoreload extension is already loaded. To reload it, use:\n", - " %reload_ext autoreload\n" - ] - } - ], + "outputs": [], "source": [ "# Reload Process each time (keep editable install up-to-date)\n", "%load_ext autoreload\n", @@ -44,7 +43,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -72,23 +71,23 @@ " objf_name\n", " norm_objf\n", " itvar001_name\n", - " xcm001\n", + " nitvar001\n", " itvar002_name\n", - " xcm002\n", + " nitvar002\n", " itvar003_name\n", - " xcm003\n", + " nitvar003\n", " itvar004_name\n", " ...\n", " itvar041_name\n", - " xcm041\n", + " nitvar041\n", " itvar042_name\n", - " xcm042\n", + " nitvar042\n", " itvar043_name\n", - " xcm043\n", + " nitvar043\n", " itvar044_name\n", - " xcm044\n", + " nitvar044\n", " itvar045_name\n", - " xcm045\n", + " nitvar045\n", " \n", " \n", " \n", @@ -98,23 +97,23 @@ " major radius\n", " 1.6\n", " beta\n", - " 1.1216\n", + " 0.032681\n", " dene\n", - " 1.0756\n", + " 0.071381\n", " fwalld\n", - " 0.50758\n", + " 0.50709\n", " ffuspow\n", " ...\n", " cpttf\n", - " 1.3815\n", + " 0.99182\n", " ralpne\n", - " 0.83954\n", + " 0.67908\n", " oh_steel_frac\n", - " 0.64835\n", + " 0.5455\n", " fimp(13)\n", - " 1.5039\n", + " 0.057148\n", " dr_tf_wp\n", - " 1.0083\n", + " 0.0651\n", " \n", " \n", "\n", @@ -122,28 +121,28 @@ "" ], "text/plain": [ - " tag objf_name norm_objf itvar001_name xcm001 \\\n", - "0 large tokamak 1 major radius 1.6 beta 1.1216 \n", + " tag objf_name norm_objf itvar001_name nitvar001 \\\n", + "0 large tokamak 1 major radius 1.6 beta 0.032681 \n", "\n", - " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", - "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + " itvar002_name nitvar002 itvar003_name nitvar003 itvar004_name ... \\\n", + "0 dene 0.071381 fwalld 0.50709 ffuspow ... \n", "\n", - " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", - "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + " itvar041_name nitvar041 itvar042_name nitvar042 itvar043_name nitvar043 \\\n", + "0 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", "\n", - " itvar044_name xcm044 itvar045_name xcm045 \n", - "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + " itvar044_name nitvar044 itvar045_name nitvar045 \n", + "0 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", "\n", "[1 rows x 93 columns]" ] }, - "execution_count": 37, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -176,7 +175,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -204,23 +203,23 @@ " objf_name\n", " norm_objf\n", " itvar001_name\n", - " xcm001\n", + " nitvar001\n", " itvar002_name\n", - " xcm002\n", + " nitvar002\n", " itvar003_name\n", - " xcm003\n", + " nitvar003\n", " itvar004_name\n", " ...\n", " itvar041_name\n", - " xcm041\n", + " nitvar041\n", " itvar042_name\n", - " xcm042\n", + " nitvar042\n", " itvar043_name\n", - " xcm043\n", + " nitvar043\n", " itvar044_name\n", - " xcm044\n", + " nitvar044\n", " itvar045_name\n", - " xcm045\n", + " nitvar045\n", " \n", " \n", " \n", @@ -230,23 +229,23 @@ " major radius\n", " 1.60\n", " beta\n", - " 1.1216\n", + " 0.032681\n", " dene\n", - " 1.0756\n", + " 0.071381\n", " fwalld\n", - " 0.50758\n", + " 0.50709\n", " ffuspow\n", " ...\n", " cpttf\n", - " 1.3815\n", + " 0.99182\n", " ralpne\n", - " 0.83954\n", + " 0.67908\n", " oh_steel_frac\n", - " 0.64835\n", + " 0.5455\n", " fimp(13)\n", - " 1.5039\n", + " 0.057148\n", " dr_tf_wp\n", - " 1.0083\n", + " 0.0651\n", " \n", " \n", " 1\n", @@ -254,23 +253,23 @@ " major radius\n", " 1.63\n", " beta\n", - " 1.3216\n", + " 0.032681\n", " dene\n", - " 1.0756\n", + " 0.071381\n", " fwalld\n", - " 0.51758\n", + " 0.50709\n", " ffuspow\n", " ...\n", " cpttf\n", - " 1.3815\n", + " 0.99182\n", " ralpne\n", - " 0.83954\n", + " 0.67908\n", " oh_steel_frac\n", - " 0.64835\n", + " 0.5455\n", " fimp(13)\n", - " 1.5039\n", + " 0.057148\n", " dr_tf_wp\n", - " 1.1083\n", + " 0.0651\n", " \n", " \n", "\n", @@ -278,32 +277,32 @@ "" ], "text/plain": [ - " tag objf_name norm_objf itvar001_name xcm001 \\\n", - "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", - "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", + " tag objf_name norm_objf itvar001_name nitvar001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 0.032681 \n", + "1 large tokamak 2 major radius 1.63 beta 0.032681 \n", "\n", - " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", - "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", - "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", + " itvar002_name nitvar002 itvar003_name nitvar003 itvar004_name ... \\\n", + "0 dene 0.071381 fwalld 0.50709 ffuspow ... \n", + "1 dene 0.071381 fwalld 0.50709 ffuspow ... \n", "\n", - " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", - "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + " itvar041_name nitvar041 itvar042_name nitvar042 itvar043_name nitvar043 \\\n", + "0 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", + "1 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", "\n", - " itvar044_name xcm044 itvar045_name xcm045 \n", - "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", - "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", + " itvar044_name nitvar044 itvar045_name nitvar045 \n", + "0 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", + "1 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", "\n", "[2 rows x 93 columns]" ] }, - "execution_count": 38, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -336,7 +335,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -364,23 +363,23 @@ " objf_name\n", " norm_objf\n", " itvar001_name\n", - " xcm001\n", + " nitvar001\n", " itvar002_name\n", - " xcm002\n", + " nitvar002\n", " itvar003_name\n", - " xcm003\n", + " nitvar003\n", " itvar004_name\n", " ...\n", " itvar041_name\n", - " xcm041\n", + " nitvar041\n", " itvar042_name\n", - " xcm042\n", + " nitvar042\n", " itvar043_name\n", - " xcm043\n", + " nitvar043\n", " itvar044_name\n", - " xcm044\n", + " nitvar044\n", " itvar045_name\n", - " xcm045\n", + " nitvar045\n", " \n", " \n", " \n", @@ -390,23 +389,23 @@ " major radius\n", " 1.60\n", " beta\n", - " 1.1216\n", + " 0.032681\n", " dene\n", - " 1.0756\n", + " 0.071381\n", " fwalld\n", - " 0.50758\n", + " 0.50709\n", " ffuspow\n", " ...\n", " cpttf\n", - " 1.3815\n", + " 0.99182\n", " ralpne\n", - " 0.83954\n", + " 0.67908\n", " oh_steel_frac\n", - " 0.64835\n", + " 0.5455\n", " fimp(13)\n", - " 1.5039\n", + " 0.057148\n", " dr_tf_wp\n", - " 1.0083\n", + " 0.0651\n", " \n", " \n", " 1\n", @@ -414,23 +413,23 @@ " major radius\n", " 1.63\n", " beta\n", - " 1.3216\n", + " 0.032681\n", " dene\n", - " 1.0756\n", + " 0.071381\n", " fwalld\n", - " 0.51758\n", + " 0.50709\n", " ffuspow\n", " ...\n", " cpttf\n", - " 1.3815\n", + " 0.99182\n", " ralpne\n", - " 0.83954\n", + " 0.67908\n", " oh_steel_frac\n", - " 0.64835\n", + " 0.5455\n", " fimp(13)\n", - " 1.5039\n", + " 0.057148\n", " dr_tf_wp\n", - " 1.1083\n", + " 0.0651\n", " \n", " \n", "\n", @@ -438,32 +437,32 @@ "" ], "text/plain": [ - " tag objf_name norm_objf itvar001_name xcm001 \\\n", - "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", - "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", + " tag objf_name norm_objf itvar001_name nitvar001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 0.032681 \n", + "1 large tokamak 2 major radius 1.63 beta 0.032681 \n", "\n", - " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", - "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", - "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", + " itvar002_name nitvar002 itvar003_name nitvar003 itvar004_name ... \\\n", + "0 dene 0.071381 fwalld 0.50709 ffuspow ... \n", + "1 dene 0.071381 fwalld 0.50709 ffuspow ... \n", "\n", - " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", - "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + " itvar041_name nitvar041 itvar042_name nitvar042 itvar043_name nitvar043 \\\n", + "0 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", + "1 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", "\n", - " itvar044_name xcm044 itvar045_name xcm045 \n", - "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", - "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", + " itvar044_name nitvar044 itvar045_name nitvar045 \n", + "0 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", + "1 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", "\n", "[2 rows x 93 columns]" ] }, - "execution_count": 39, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -493,7 +492,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -521,23 +520,23 @@ " objf_name\n", " norm_objf\n", " itvar001_name\n", - " xcm001\n", + " nitvar001\n", " itvar002_name\n", - " xcm002\n", + " nitvar002\n", " itvar003_name\n", - " xcm003\n", + " nitvar003\n", " itvar004_name\n", " ...\n", " itvar041_name\n", - " xcm041\n", + " nitvar041\n", " itvar042_name\n", - " xcm042\n", + " nitvar042\n", " itvar043_name\n", - " xcm043\n", + " nitvar043\n", " itvar044_name\n", - " xcm044\n", + " nitvar044\n", " itvar045_name\n", - " xcm045\n", + " nitvar045\n", " \n", " \n", " \n", @@ -547,23 +546,23 @@ " major radius\n", " 1.60\n", " beta\n", - " 1.1216\n", + " 0.032681\n", " dene\n", - " 1.0756\n", + " 0.071381\n", " fwalld\n", - " 0.50758\n", + " 0.50709\n", " ffuspow\n", " ...\n", " cpttf\n", - " 1.3815\n", + " 0.99182\n", " ralpne\n", - " 0.83954\n", + " 0.67908\n", " oh_steel_frac\n", - " 0.64835\n", + " 0.5455\n", " fimp(13)\n", - " 1.5039\n", + " 0.057148\n", " dr_tf_wp\n", - " 1.0083\n", + " 0.0651\n", " \n", " \n", " 1\n", @@ -571,23 +570,23 @@ " major radius\n", " 1.63\n", " beta\n", - " 1.3216\n", + " 0.032681\n", " dene\n", - " 1.0756\n", + " 0.071381\n", " fwalld\n", - " 0.51758\n", + " 0.50709\n", " ffuspow\n", " ...\n", " cpttf\n", - " 1.3815\n", + " 0.99182\n", " ralpne\n", - " 0.83954\n", + " 0.67908\n", " oh_steel_frac\n", - " 0.64835\n", + " 0.5455\n", " fimp(13)\n", - " 1.5039\n", + " 0.057148\n", " dr_tf_wp\n", - " 1.1083\n", + " 0.0651\n", " \n", " \n", " 2\n", @@ -595,23 +594,23 @@ " major radius\n", " 1.50\n", " beta\n", - " 1.1216\n", + " 0.032681\n", " dene\n", - " 1.0756\n", + " 0.071381\n", " fwalld\n", - " 0.50758\n", + " 0.50709\n", " ffuspow\n", " ...\n", " cpttf\n", - " 1.3815\n", + " 0.99182\n", " ralpne\n", - " 0.83954\n", + " 0.67908\n", " oh_steel_frac\n", - " 0.64835\n", + " 0.5455\n", " fimp(13)\n", - " 1.5039\n", + " 0.057148\n", " dr_tf_wp\n", - " 1.0083\n", + " 0.0651\n", " \n", " \n", "\n", @@ -619,36 +618,36 @@ "" ], "text/plain": [ - " tag objf_name norm_objf itvar001_name xcm001 \\\n", - "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", - "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", - "2 large tokamak 3 major radius 1.50 beta 1.1216 \n", + " tag objf_name norm_objf itvar001_name nitvar001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 0.032681 \n", + "1 large tokamak 2 major radius 1.63 beta 0.032681 \n", + "2 large tokamak 3 major radius 1.50 beta 0.032681 \n", "\n", - " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", - "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", - "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", - "2 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + " itvar002_name nitvar002 itvar003_name nitvar003 itvar004_name ... \\\n", + "0 dene 0.071381 fwalld 0.50709 ffuspow ... \n", + "1 dene 0.071381 fwalld 0.50709 ffuspow ... \n", + "2 dene 0.071381 fwalld 0.50709 ffuspow ... \n", "\n", - " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", - "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "2 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + " itvar041_name nitvar041 itvar042_name nitvar042 itvar043_name nitvar043 \\\n", + "0 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", + "1 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", + "2 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", "\n", - " itvar044_name xcm044 itvar045_name xcm045 \n", - "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", - "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", - "2 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + " itvar044_name nitvar044 itvar045_name nitvar045 \n", + "0 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", + "1 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", + "2 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", "\n", "[3 rows x 93 columns]" ] }, - "execution_count": 40, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -683,7 +682,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -711,23 +710,23 @@ " objf_name\n", " norm_objf\n", " itvar001_name\n", - " xcm001\n", + " nitvar001\n", " itvar002_name\n", - " xcm002\n", + " nitvar002\n", " itvar003_name\n", - " xcm003\n", + " nitvar003\n", " itvar004_name\n", " ...\n", " itvar041_name\n", - " xcm041\n", + " nitvar041\n", " itvar042_name\n", - " xcm042\n", + " nitvar042\n", " itvar043_name\n", - " xcm043\n", + " nitvar043\n", " itvar044_name\n", - " xcm044\n", + " nitvar044\n", " itvar045_name\n", - " xcm045\n", + " nitvar045\n", " \n", " \n", " \n", @@ -737,23 +736,23 @@ " major radius\n", " 1.60\n", " beta\n", - " 1.1216\n", + " 0.032681\n", " dene\n", - " 1.0756\n", + " 0.071381\n", " fwalld\n", - " 0.50758\n", + " 0.50709\n", " ffuspow\n", " ...\n", " cpttf\n", - " 1.3815\n", + " 0.99182\n", " ralpne\n", - " 0.83954\n", + " 0.67908\n", " oh_steel_frac\n", - " 0.64835\n", + " 0.5455\n", " fimp(13)\n", - " 1.5039\n", + " 0.057148\n", " dr_tf_wp\n", - " 1.0083\n", + " 0.0651\n", " \n", " \n", " 1\n", @@ -761,23 +760,23 @@ " major radius\n", " 1.63\n", " beta\n", - " 1.3216\n", + " 0.032681\n", " dene\n", - " 1.0756\n", + " 0.071381\n", " fwalld\n", - " 0.51758\n", + " 0.50709\n", " ffuspow\n", " ...\n", " cpttf\n", - " 1.3815\n", + " 0.99182\n", " ralpne\n", - " 0.83954\n", + " 0.67908\n", " oh_steel_frac\n", - " 0.64835\n", + " 0.5455\n", " fimp(13)\n", - " 1.5039\n", + " 0.057148\n", " dr_tf_wp\n", - " 1.1083\n", + " 0.0651\n", " \n", " \n", " 2\n", @@ -785,23 +784,23 @@ " major radius\n", " 1.50\n", " beta\n", - " 1.1216\n", + " 0.032681\n", " dene\n", - " 1.0756\n", + " 0.071381\n", " fwalld\n", - " 0.50758\n", + " 0.50709\n", " ffuspow\n", " ...\n", " cpttf\n", - " 1.3815\n", + " 0.99182\n", " ralpne\n", - " 0.83954\n", + " 0.67908\n", " oh_steel_frac\n", - " 0.64835\n", + " 0.5455\n", " fimp(13)\n", - " 1.5039\n", + " 0.057148\n", " dr_tf_wp\n", - " 1.0083\n", + " 0.0651\n", " \n", " \n", " 3\n", @@ -809,23 +808,23 @@ " major radius\n", " 1.52\n", " beta\n", - " 1.1216\n", + " 0.032681\n", " dene\n", - " 1.0756\n", + " 0.071381\n", " fwalld\n", - " 0.50758\n", + " 0.50709\n", " ffuspow\n", " ...\n", " cpttf\n", - " 1.3815\n", + " 0.99182\n", " ralpne\n", - " 0.83954\n", + " 0.67908\n", " oh_steel_frac\n", - " 0.64835\n", + " 0.5455\n", " fimp(13)\n", - " 1.5039\n", + " 0.057148\n", " dr_tf_wp\n", - " 1.0083\n", + " 0.0651\n", " \n", " \n", "\n", @@ -833,40 +832,40 @@ "" ], "text/plain": [ - " tag objf_name norm_objf itvar001_name xcm001 \\\n", - "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", - "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", - "2 large tokamak 3 major radius 1.50 beta 1.1216 \n", - "3 large tokamak 4 major radius 1.52 beta 1.1216 \n", + " tag objf_name norm_objf itvar001_name nitvar001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 0.032681 \n", + "1 large tokamak 2 major radius 1.63 beta 0.032681 \n", + "2 large tokamak 3 major radius 1.50 beta 0.032681 \n", + "3 large tokamak 4 major radius 1.52 beta 0.032681 \n", "\n", - " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", - "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", - "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", - "2 dene 1.0756 fwalld 0.50758 ffuspow ... \n", - "3 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + " itvar002_name nitvar002 itvar003_name nitvar003 itvar004_name ... \\\n", + "0 dene 0.071381 fwalld 0.50709 ffuspow ... \n", + "1 dene 0.071381 fwalld 0.50709 ffuspow ... \n", + "2 dene 0.071381 fwalld 0.50709 ffuspow ... \n", + "3 dene 0.071381 fwalld 0.50709 ffuspow ... \n", "\n", - " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", - "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "2 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "3 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + " itvar041_name nitvar041 itvar042_name nitvar042 itvar043_name nitvar043 \\\n", + "0 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", + "1 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", + "2 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", + "3 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", "\n", - " itvar044_name xcm044 itvar045_name xcm045 \n", - "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", - "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", - "2 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", - "3 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + " itvar044_name nitvar044 itvar045_name nitvar045 \n", + "0 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", + "1 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", + "2 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", + "3 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", "\n", "[4 rows x 93 columns]" ] }, - "execution_count": 46, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] From e0ed49030e557e677ae2216986c348886ade3247 Mon Sep 17 00:00:00 2001 From: Jonathan Maddock <78556175+jonmaddock@users.noreply.github.com> Date: Thu, 7 Mar 2024 10:12:41 +0000 Subject: [PATCH 06/13] Add range normalisation capability --- examples/data/large_tokamak_2_MFILE.DAT | 16 +- examples/data/large_tokamak_3_MFILE.DAT | 12 +- examples/data/large_tokamak_4_MFILE.DAT | 12 +- examples/plot_solutions.ipynb | 584 ++++++++++++++++-------- process/io/plot_solutions.py | 102 ++++- 5 files changed, 507 insertions(+), 219 deletions(-) diff --git a/examples/data/large_tokamak_2_MFILE.DAT b/examples/data/large_tokamak_2_MFILE.DAT index 67f58adb2a..1d6d54a28a 100644 --- a/examples/data/large_tokamak_2_MFILE.DAT +++ b/examples/data/large_tokamak_2_MFILE.DAT @@ -25,19 +25,19 @@ Number_of_VMCON_iterations______________________________________________ (nviter)______________________ 0 OP beta____________________________________________________________________ (itvar001)____________________ 3.3648E-02 beta_(final_value/initial_value)________________________________________ (xcm001)______________________ 1.3216E+00 - beta_(range_normalised)_________________________________________________ (nitvar001)___________________ 3.2681E-02 + beta_(range_normalised)_________________________________________________ (nitvar001)___________________ 4.2681E-02 dene____________________________________________________________________ (itvar002)____________________ 8.0667E+19 dene_(final_value/initial_value)________________________________________ (xcm002)______________________ 1.0756E+00 dene_(range_normalised)_________________________________________________ (nitvar002)___________________ 7.1381E-02 fwalld__________________________________________________________________ (itvar003)____________________ 5.0758E-01 fwalld_(final_value/initial_value)______________________________________ (xcm003)______________________ 5.1758E-01 - fwalld_(range_normalised)_______________________________________________ (nitvar003)___________________ 5.0709E-01 + fwalld_(range_normalised)_______________________________________________ (nitvar003)___________________ 7.0709E-01 ffuspow_________________________________________________________________ (itvar004)____________________ 5.4006E-01 ffuspow_(final_value/initial_value)_____________________________________ (xcm004)______________________ 5.4006E-01 ffuspow_(range_normalised)______________________________________________ (nitvar004)___________________ 5.3960E-01 ftburn__________________________________________________________________ (itvar005)____________________ 9.9940E-01 ftburn_(final_value/initial_value)______________________________________ (xcm005)______________________ 9.9940E-01 - ftburn_(range_normalised)_______________________________________________ (nitvar005)___________________ 9.9940E-01 + ftburn_(range_normalised)_______________________________________________ (nitvar005)___________________ 7.9940E-01 flhthresh_______________________________________________________________ (itvar006)____________________ 1.9735E+00 flhthresh_(final_value/initial_value)___________________________________ (xcm006)______________________ 1.6735E+00 flhthresh_(range_normalised)____________________________________________ (nitvar006)___________________ 7.4836E-02 @@ -47,7 +47,7 @@ fpnetel_________________________________________________________________ (itvar008)____________________ 1.0000E+00 fpnetel_(final_value/initial_value)_____________________________________ (xcm008)______________________ 1.0000E+00 fpnetel_(range_normalised)______________________________________________ (nitvar008)___________________ 1.0000E+00 - fbetatry________________________________________________________________ (itvar009)____________________ 5.0870E-01 + fbetatry________________________________________________________________ (itvar009)____________________ 4.0870E-01 fbetatry_(final_value/initial_value)____________________________________ (xcm009)______________________ 1.0174E+00 fbetatry_(range_normalised)_____________________________________________ (nitvar009)___________________ 5.0821E-01 fpeakb__________________________________________________________________ (itvar010)____________________ 8.6988E-01 @@ -55,7 +55,7 @@ fpeakb_(range_normalised)_______________________________________________ (nitvar010)___________________ 8.6975E-01 coheof__________________________________________________________________ (itvar011)____________________ 2.0264E+07 coheof_(final_value/initial_value)______________________________________ (xcm011)______________________ 1.3510E+00 - coheof_(range_normalised)_______________________________________________ (nitvar011)___________________ 2.0185E-01 + coheof_(range_normalised)_______________________________________________ (nitvar011)___________________ 1.0185E-01 fjohc___________________________________________________________________ (itvar012)____________________ 5.5541E-01 fjohc_(final_value/initial_value)_______________________________________ (xcm012)______________________ 9.2569E-01 fjohc_(range_normalised)________________________________________________ (nitvar012)___________________ 5.5092E-01 @@ -76,16 +76,16 @@ vdalw_(range_normalised)________________________________________________ (nitvar017)___________________ 9.5837E-01 fjprot__________________________________________________________________ (itvar018)____________________ 9.9639E-01 fjprot_(final_value/initial_value)______________________________________ (xcm018)______________________ 9.6639E-01 - fjprot_(range_normalised)_______________________________________________ (nitvar018)___________________ 9.9639E-01 + fjprot_(range_normalised)_______________________________________________ (nitvar018)___________________ 5.9639E-01 ftmargtf________________________________________________________________ (itvar019)____________________ 9.9673E-01 ftmargtf_(final_value/initial_value)____________________________________ (xcm019)______________________ 9.9673E-01 - ftmargtf_(range_normalised)_____________________________________________ (nitvar019)___________________ 9.9672E-01 + ftmargtf_(range_normalised)_____________________________________________ (nitvar019)___________________ 8.9672E-01 ftmargoh________________________________________________________________ (itvar020)____________________ 9.9653E-01 ftmargoh_(final_value/initial_value)____________________________________ (xcm020)______________________ 9.9653E-01 ftmargoh_(range_normalised)_____________________________________________ (nitvar020)___________________ 9.9652E-01 ftaulimit_______________________________________________________________ (itvar021)____________________ 7.1930E-01 ftaulimit_(final_value/initial_value)___________________________________ (xcm021)______________________ 7.1930E-01 - ftaulimit_(range_normalised)____________________________________________ (nitvar021)___________________ 7.1902E-01 + ftaulimit_(range_normalised)____________________________________________ (nitvar021)___________________ 6.1902E-01 fmaxvvstress____________________________________________________________ (itvar022)____________________ 4.2966E-01 fmaxvvstress_(final_value/initial_value)________________________________ (xcm022)______________________ 4.2966E-01 fmaxvvstress_(range_normalised)_________________________________________ (nitvar022)___________________ 4.2909E-01 diff --git a/examples/data/large_tokamak_3_MFILE.DAT b/examples/data/large_tokamak_3_MFILE.DAT index 179ce02701..22da4e768f 100644 --- a/examples/data/large_tokamak_3_MFILE.DAT +++ b/examples/data/large_tokamak_3_MFILE.DAT @@ -25,7 +25,7 @@ Number_of_VMCON_iterations______________________________________________ (nviter)______________________ 0 OP beta____________________________________________________________________ (itvar001)____________________ 3.3648E-02 beta_(final_value/initial_value)________________________________________ (xcm001)______________________ 1.1216E+00 - beta_(range_normalised)_________________________________________________ (nitvar001)___________________ 3.2681E-02 + beta_(range_normalised)_________________________________________________ (nitvar001)___________________ 2.2681E-02 dene____________________________________________________________________ (itvar002)____________________ 8.0667E+19 dene_(final_value/initial_value)________________________________________ (xcm002)______________________ 1.0756E+00 dene_(range_normalised)_________________________________________________ (nitvar002)___________________ 7.1381E-02 @@ -37,7 +37,7 @@ ffuspow_(range_normalised)______________________________________________ (nitvar004)___________________ 5.3960E-01 ftburn__________________________________________________________________ (itvar005)____________________ 9.9940E-01 ftburn_(final_value/initial_value)______________________________________ (xcm005)______________________ 9.7940E-01 - ftburn_(range_normalised)_______________________________________________ (nitvar005)___________________ 9.9940E-01 + ftburn_(range_normalised)_______________________________________________ (nitvar005)___________________ 5.9940E-01 flhthresh_______________________________________________________________ (itvar006)____________________ 1.6735E+00 flhthresh_(final_value/initial_value)___________________________________ (xcm006)______________________ 1.6735E+00 flhthresh_(range_normalised)____________________________________________ (nitvar006)___________________ 7.4836E-02 @@ -67,16 +67,16 @@ fcohbop_(range_normalised)______________________________________________ (nitvar014)___________________ 9.4374E-01 fiooic__________________________________________________________________ (itvar015)____________________ 7.1737E-01 fiooic_(final_value/initial_value)______________________________________ (xcm015)______________________ 1.1036E+00 - fiooic_(range_normalised)_______________________________________________ (nitvar015)___________________ 7.1709E-01 + fiooic_(range_normalised)_______________________________________________ (nitvar015)___________________ 6.1709E-01 fvdump__________________________________________________________________ (itvar016)____________________ 9.5837E-01 fvdump_(final_value/initial_value)______________________________________ (xcm016)______________________ 9.5837E-01 fvdump_(range_normalised)_______________________________________________ (nitvar016)___________________ 9.5833E-01 vdalw___________________________________________________________________ (itvar017)____________________ 9.5837E+00 vdalw_(final_value/initial_value)_______________________________________ (xcm017)______________________ 9.5837E-01 - vdalw_(range_normalised)________________________________________________ (nitvar017)___________________ 9.5837E-01 + vdalw_(range_normalised)________________________________________________ (nitvar017)___________________ 7.5837E-01 fjprot__________________________________________________________________ (itvar018)____________________ 9.9639E-01 fjprot_(final_value/initial_value)______________________________________ (xcm018)______________________ 9.9639E-01 - fjprot_(range_normalised)_______________________________________________ (nitvar018)___________________ 9.9639E-01 + fjprot_(range_normalised)_______________________________________________ (nitvar018)___________________ 9.7639E-01 ftmargtf________________________________________________________________ (itvar019)____________________ 9.9673E-01 ftmargtf_(final_value/initial_value)____________________________________ (xcm019)______________________ 9.9673E-01 ftmargtf_(range_normalised)_____________________________________________ (nitvar019)___________________ 9.9672E-01 @@ -88,7 +88,7 @@ ftaulimit_(range_normalised)____________________________________________ (nitvar021)___________________ 7.1902E-01 fmaxvvstress____________________________________________________________ (itvar022)____________________ 4.2966E-01 fmaxvvstress_(final_value/initial_value)________________________________ (xcm022)______________________ 4.2966E-01 - fmaxvvstress_(range_normalised)_________________________________________ (nitvar022)___________________ 4.2909E-01 + fmaxvvstress_(range_normalised)_________________________________________ (nitvar022)___________________ 5.2909E-01 foh_stress______________________________________________________________ (itvar023)____________________ 9.0092E-01 foh_stress_(final_value/initial_value)__________________________________ (xcm023)______________________ 9.3092E-01 foh_stress_(range_normalised)___________________________________________ (nitvar023)___________________ 9.0082E-01 diff --git a/examples/data/large_tokamak_4_MFILE.DAT b/examples/data/large_tokamak_4_MFILE.DAT index a17cfcfef8..4b67e928f6 100644 --- a/examples/data/large_tokamak_4_MFILE.DAT +++ b/examples/data/large_tokamak_4_MFILE.DAT @@ -31,7 +31,7 @@ dene_(range_normalised)_________________________________________________ (nitvar002)___________________ 7.1381E-02 fwalld__________________________________________________________________ (itvar003)____________________ 5.0758E-01 fwalld_(final_value/initial_value)______________________________________ (xcm003)______________________ 5.0758E-01 - fwalld_(range_normalised)_______________________________________________ (nitvar003)___________________ 5.0709E-01 + fwalld_(range_normalised)_______________________________________________ (nitvar003)___________________ 4.0709E-01 ffuspow_________________________________________________________________ (itvar004)____________________ 5.4006E-01 ffuspow_(final_value/initial_value)_____________________________________ (xcm004)______________________ 5.5006E-01 ffuspow_(range_normalised)______________________________________________ (nitvar004)___________________ 5.3960E-01 @@ -55,7 +55,7 @@ fpeakb_(range_normalised)_______________________________________________ (nitvar010)___________________ 8.6975E-01 coheof__________________________________________________________________ (itvar011)____________________ 2.0264E+07 coheof_(final_value/initial_value)______________________________________ (xcm011)______________________ 1.3510E+00 - coheof_(range_normalised)_______________________________________________ (nitvar011)___________________ 2.0185E-01 + coheof_(range_normalised)_______________________________________________ (nitvar011)___________________ 2.6185E-01 fjohc___________________________________________________________________ (itvar012)____________________ 5.5541E-01 fjohc_(final_value/initial_value)_______________________________________ (xcm012)______________________ 9.7569E-01 fjohc_(range_normalised)________________________________________________ (nitvar012)___________________ 5.5092E-01 @@ -64,7 +64,7 @@ fjohc0_(range_normalised)_______________________________________________ (nitvar013)___________________ 5.4144E-01 fcohbop_________________________________________________________________ (itvar014)____________________ 9.4380E-01 fcohbop_(final_value/initial_value)_____________________________________ (xcm014)______________________ 1.0487E+00 - fcohbop_(range_normalised)______________________________________________ (nitvar014)___________________ 9.4374E-01 + fcohbop_(range_normalised)______________________________________________ (nitvar014)___________________ 9.8374E-01 fiooic__________________________________________________________________ (itvar015)____________________ 7.1737E-01 fiooic_(final_value/initial_value)______________________________________ (xcm015)______________________ 1.1036E+00 fiooic_(range_normalised)_______________________________________________ (nitvar015)___________________ 7.1709E-01 @@ -82,10 +82,10 @@ ftmargtf_(range_normalised)_____________________________________________ (nitvar019)___________________ 9.9672E-01 ftmargoh________________________________________________________________ (itvar020)____________________ 9.9653E-01 ftmargoh_(final_value/initial_value)____________________________________ (xcm020)______________________ 9.9653E-01 - ftmargoh_(range_normalised)_____________________________________________ (nitvar020)___________________ 9.9652E-01 + ftmargoh_(range_normalised)_____________________________________________ (nitvar020)___________________ 9.7652E-01 ftaulimit_______________________________________________________________ (itvar021)____________________ 7.1930E-01 ftaulimit_(final_value/initial_value)___________________________________ (xcm021)______________________ 7.1930E-01 - ftaulimit_(range_normalised)____________________________________________ (nitvar021)___________________ 7.1902E-01 + ftaulimit_(range_normalised)____________________________________________ (nitvar021)___________________ 6.1902E-01 fmaxvvstress____________________________________________________________ (itvar022)____________________ 4.2966E-01 fmaxvvstress_(final_value/initial_value)________________________________ (xcm022)______________________ 4.2966E-01 fmaxvvstress_(range_normalised)_________________________________________ (nitvar022)___________________ 4.2909E-01 @@ -100,7 +100,7 @@ fpsepbqar_(range_normalised)____________________________________________ (nitvar025)___________________ 1.0000E+00 fstrcase________________________________________________________________ (itvar026)____________________ 9.9670E-01 fstrcase_(final_value/initial_value)____________________________________ (xcm026)______________________ 9.3970E-01 - fstrcase_(range_normalised)_____________________________________________ (nitvar026)___________________ 9.9670E-01 + fstrcase_(range_normalised)_____________________________________________ (nitvar026)___________________ 9.5670E-01 fstrcond________________________________________________________________ (itvar027)____________________ 8.5185E-01 fstrcond_(final_value/initial_value)____________________________________ (xcm027)______________________ 8.5185E-01 fstrcond_(range_normalised)_____________________________________________ (nitvar027)___________________ 8.5171E-01 diff --git a/examples/plot_solutions.ipynb b/examples/plot_solutions.ipynb index c543cd052c..4250a79249 100644 --- a/examples/plot_solutions.ipynb +++ b/examples/plot_solutions.ipynb @@ -9,20 +9,29 @@ "\n", "This tool plots the solution vectors (i.e. final values of optimisation parameters) for different runs of PROCESS. This allows visual comparisons of different solution points.\n", "\n", - "### Known Limitations\n", - "\n", - "The solution vectors (optimisation parameter values at the solution) currently plotted are normalised to the initial point (from the `IN.DAT`) of each solution: each element of the vector is the $x_{final}/x_{initial}$, the `xcmxxx` values in the `MFILE.DAT`. This allows all optimisation parameters to be plotted on the same axis, showing the relative changes from their initial values across multiple solutions.\n", + "It can use different intra-solution optimisation parameter normalisations (e.g. initial value, parameter range) and inter-solution normalisations (e.g. normalise to a certain solution).\n", "\n", - "Solutions being plotted together must also have the same optimisation parameters.\n", + "### Known Limitations\n", "\n", - "The solutions plotted in this example are fictitious." + "- The solution vectors (optimisation parameter values at the solution) currently plotted are normalised to the initial point (from the `IN.DAT`) of each solution: each element of the vector is the $x_{final}/x_{initial}$, the `xcmxxx` values in the `MFILE.DAT`. This allows all optimisation parameters to be plotted on the same axis, showing the relative changes from their initial values across multiple solutions.\n", + "- Solutions being plotted together must also have the same optimisation parameters.\n", + "- The solutions plotted in this example are fictitious." ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 8, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], "source": [ "# Reload Process each time (keep editable install up-to-date)\n", "%load_ext autoreload\n", @@ -43,7 +52,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -71,23 +80,23 @@ " objf_name\n", " norm_objf\n", " itvar001_name\n", - " nitvar001\n", + " xcm001\n", " itvar002_name\n", - " nitvar002\n", + " xcm002\n", " itvar003_name\n", - " nitvar003\n", + " xcm003\n", " itvar004_name\n", " ...\n", " itvar041_name\n", - " nitvar041\n", + " xcm041\n", " itvar042_name\n", - " nitvar042\n", + " xcm042\n", " itvar043_name\n", - " nitvar043\n", + " xcm043\n", " itvar044_name\n", - " nitvar044\n", + " xcm044\n", " itvar045_name\n", - " nitvar045\n", + " xcm045\n", " \n", " \n", " \n", @@ -97,23 +106,23 @@ " major radius\n", " 1.6\n", " beta\n", - " 0.032681\n", + " 1.1216\n", " dene\n", - " 0.071381\n", + " 1.0756\n", " fwalld\n", - " 0.50709\n", + " 0.50758\n", " ffuspow\n", " ...\n", " cpttf\n", - " 0.99182\n", + " 1.3815\n", " ralpne\n", - " 0.67908\n", + " 0.83954\n", " oh_steel_frac\n", - " 0.5455\n", + " 0.64835\n", " fimp(13)\n", - " 0.057148\n", + " 1.5039\n", " dr_tf_wp\n", - " 0.0651\n", + " 1.0083\n", " \n", " \n", "\n", @@ -121,28 +130,28 @@ "" ], "text/plain": [ - " tag objf_name norm_objf itvar001_name nitvar001 \\\n", - "0 large tokamak 1 major radius 1.6 beta 0.032681 \n", + " tag objf_name norm_objf itvar001_name xcm001 \\\n", + "0 large tokamak 1 major radius 1.6 beta 1.1216 \n", "\n", - " itvar002_name nitvar002 itvar003_name nitvar003 itvar004_name ... \\\n", - "0 dene 0.071381 fwalld 0.50709 ffuspow ... \n", + " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", + "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", "\n", - " itvar041_name nitvar041 itvar042_name nitvar042 itvar043_name nitvar043 \\\n", - "0 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", + " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", + "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", "\n", - " itvar044_name nitvar044 itvar045_name nitvar045 \n", - "0 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", + " itvar044_name xcm044 itvar045_name xcm045 \n", + "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", "\n", "[1 rows x 93 columns]" ] }, - "execution_count": 2, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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+ "image/png": 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", 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" ] @@ -175,7 +184,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -203,23 +212,23 @@ " objf_name\n", " norm_objf\n", " itvar001_name\n", - " nitvar001\n", + " xcm001\n", " itvar002_name\n", - " nitvar002\n", + " xcm002\n", " itvar003_name\n", - " nitvar003\n", + " xcm003\n", " itvar004_name\n", " ...\n", " itvar041_name\n", - " nitvar041\n", + " xcm041\n", " itvar042_name\n", - " nitvar042\n", + " xcm042\n", " itvar043_name\n", - " nitvar043\n", + " xcm043\n", " itvar044_name\n", - " nitvar044\n", + " xcm044\n", " itvar045_name\n", - " nitvar045\n", + " xcm045\n", " \n", " \n", " \n", @@ -229,23 +238,23 @@ " major radius\n", " 1.60\n", " beta\n", - " 0.032681\n", + " 1.1216\n", " dene\n", - " 0.071381\n", + " 1.0756\n", " fwalld\n", - " 0.50709\n", + " 0.50758\n", " ffuspow\n", " ...\n", " cpttf\n", - " 0.99182\n", + " 1.3815\n", " ralpne\n", - " 0.67908\n", + " 0.83954\n", " oh_steel_frac\n", - " 0.5455\n", + " 0.64835\n", " fimp(13)\n", - " 0.057148\n", + " 1.5039\n", " dr_tf_wp\n", - " 0.0651\n", + " 1.0083\n", " \n", " \n", " 1\n", @@ -253,23 +262,23 @@ " major radius\n", " 1.63\n", " beta\n", - " 0.032681\n", + " 1.3216\n", " dene\n", - " 0.071381\n", + " 1.0756\n", " fwalld\n", - " 0.50709\n", + " 0.51758\n", " ffuspow\n", " ...\n", " cpttf\n", - " 0.99182\n", + " 1.3815\n", " ralpne\n", - " 0.67908\n", + " 0.83954\n", " oh_steel_frac\n", - " 0.5455\n", + " 0.64835\n", " fimp(13)\n", - " 0.057148\n", + " 1.5039\n", " dr_tf_wp\n", - " 0.0651\n", + " 1.1083\n", " \n", " \n", "\n", @@ -277,32 +286,32 @@ "" ], "text/plain": [ - " tag objf_name norm_objf itvar001_name nitvar001 \\\n", - "0 large tokamak 1 major radius 1.60 beta 0.032681 \n", - "1 large tokamak 2 major radius 1.63 beta 0.032681 \n", + " tag objf_name norm_objf itvar001_name xcm001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", + "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", "\n", - " itvar002_name nitvar002 itvar003_name nitvar003 itvar004_name ... \\\n", - "0 dene 0.071381 fwalld 0.50709 ffuspow ... \n", - "1 dene 0.071381 fwalld 0.50709 ffuspow ... \n", + " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", + "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", "\n", - " itvar041_name nitvar041 itvar042_name nitvar042 itvar043_name nitvar043 \\\n", - "0 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", - "1 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", + " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", + "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", "\n", - " itvar044_name nitvar044 itvar045_name nitvar045 \n", - "0 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", - "1 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", + " itvar044_name xcm044 itvar045_name xcm045 \n", + "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", "\n", "[2 rows x 93 columns]" ] }, - "execution_count": 3, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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SNd+f3MyfP59PPvmEXr16UaNGDS5dusSsWbPw9fWlW7duNu9PRESKAUctay4iIreWdu3aGUCej+vJ7RZey5YtMxo0aGB4eHgYISEhxsSJE405c+bkuN1UcHCw0b1791z3e/jwYaN79+6Gp6enUb58eeP55583vv/+ewMwfv31V6uxu3btMu677z6jbNmyhru7uxEcHGz06dPHWL169XXz//e//zXq1q1ruLi45LhF1Ndff200btzYcHd3N/z9/Y3+/fsbJ06csNr+n7fCuioxMdGoW7euUbFiRePAgQOGYRjG7NmzjZo1axru7u5GWFiYMXfu3FzfO8B4+umnrdqu3r7q37fNunq7q2+//dbStnv3biMiIsIoVaqUUa5cOWPo0KHGb7/9luPY8pv73xITE42nn37aCAsLM7y9vQ0/Pz+jefPmxjfffJNj7EcffWSEhYUZrq6uRkBAgPHUU08Z58+fz/H+/fMWXoZhGGfOnDHuv/9+w8vLyyhTpozxxBNPGH/++WeOY8jKyjKeeeYZo3z58obJZLJ6L/nXLbwMwzB27txpdO7c2ShVqpTh5eVldOjQwdi8ebPVmKu38Pr3rbn+fWuxnTt3Gn379jWqVq1quLu7GxUqVDDuvvtuY/v27bm+byIiUvyZDCOXlVZERERuYVOnTmXkyJGcOHGCoKAgR8cRERERsVCRLSIit7TLly9brTyelpZG48aNyc7OZv/+/Q5MJiIiIpKTrskWEZFb2n333UfVqlVp1KgRFy9e5KuvvmLv3r0sWLDA0dFEREREclCRLSIit7TOnTvz+eefs2DBArKzs6lbty6LFi3iwQcfdHQ0ERERkRw0XVxERERERETETnSfbBERERERERE7UZEtIiIiIiIiYicqskVERERERETsREW2iIiIiIiIiJ2oyBYRERERERGxExXZIiIiIiIiInaiIltERERERETETlRki4iIiIiIiNiJimwRERERERERO1GRLSIiIiIiImInKrJFRERERERE7ERFtoiIiIiIiIidqMgWERERERERsRMV2SIiIiIiIiJ2oiJbRERERERExE5UZIuIiIiIiIjYiYujAxQ2s9nMqVOn8PHxwWQyOTqOiIiIiEiJYBgGly5dolKlSjg56VzfzVJdU7hs+fyWuCL71KlTVKlSxdExRERERERKpOPHj1O5cmVHxyjyVNc4Rn4+vyWuyPbx8QGuvDm+vr45+jMzM/n555/p1KkTrq6uN/QaN7uP4pChOBzDrZChOBzDrZChOBzDrZBBx6AM9tpeGeyzvTLYZ3tlsM/2+dlHUlISVapUsfw9LjfnenWN2Jctn98SV2RfnUrh6+ubZ5Ht5eWFr6/vTf0P5mb2URwyFIdjuBUyFIdjuBUyFIdjuBUy6BiUwV7bK4N9tlcG+2yvDPbZ3pZ9aGqzfVyvrpGCkZ/Pry6GEBEREREREbETFdkiIiIiIiIidqIiW0RERERERMROVGSLiIiIiIiI2ImKbBERERERERE7UZEtIiIiIiIiYicqskVERERERETsREW2iIiIiIiIiJ2oyBYRERERERGxExXZIiIiIiIiInaiIltERERERETEThxaZK9fv54ePXpQqVIlTCYTS5cuve42a9eu5fbbb8fd3Z3Q0FDmzZtX4DlFRERERKT4uZF6JD09nVdffZXg4GDc3d0JCQlhzpw5lv7FixcTHh5O6dKl8fb2plGjRnz55ZdW+zAMgzFjxhAYGIinpycREREcOHDA3ocnDuLiyBdPSUmhYcOGDBkyhPvuu++6448cOUL37t158sknWbBgAatXr+axxx4jMDCQzp07F0LikiE9LZW/1n5HxrE9nEtsTEBgVUdHsk3SKYhZQOaZWJKOejJuaSXqBQdwb6MgPN2cHZ1ORIqi80cxdi3k5KnjbMgMY01SMLVOJ1MnqIyjk4mIyE2wtR4B6NOnDwkJCcyePZvQ0FDi4uIwm82Wfn9/f1599VXCwsJwc3Nj+fLlDB48mAoVKlhqlkmTJjF9+nTmz59PtWrVeP311+ncuTO7d+/Gw8OjQI71lnHxJMQshEunoGpLqHsvuLg5OpVdObTI7tq1K127ds33+JkzZ1KtWjXef/99AOrUqcPGjRv54IMPVGTbyd6tP1M+6jFu5yK3A+kzZ/Fr3Rdp8eCLjo6WP7G/wlf3Q0YyXsAjQMwf0fTf8SqfbyjHN0+0pGwpd0enlJIk8zLE/8HpNDeOXIJLaZn4u7rato8z+yDuN+KNcmw/Y6LCsfO0DK1ge5Zzh3E58zv/+z2YOrXr6L+F/DoQjbGoP6bsdCoDfYGq2fW472MTbz/QhPtur2zzLi+ei2PXj7MJrFaPKvXb2j2yiIjkj631yMqVK1m3bh2HDx/G398fgJCQEKsx7du3t3o+YsQI5s+fz8aNG+ncuTOGYTB16lRee+017rnnHgC++OILAgICWLp0KQ899NBNHdMt7dhm+OoByEy58nz7HPjfpzDgv+BeyrHZ7KhIXZO9ZcsWIiIirNo6d+7Mli1bHJSoeMnMSKNc1FDKctHS5m7KpNnudzi8e6sDk9lgxfOQkWzV1MjpMAOdf+bQmRQ+WXvIQcGkRNr5JcaUOjD7LoIWtKP5vne5Z9J/mb46n9PBsrPg+8fg42aweChVlvSiZ+x4nvx8DT0/2siZS+n5209GKpkL+uI6oxndT0ym+bI7WTnxYSb9uPvGj62kMGfD8pGYsq3f69bOf3GvaR1jl/1FakZWvnd3MeUyW97vw4BjL9Fs50tU+f5uDk5sS1byOXsnFxGRArBs2TLCw8OZNGkSQUFB1KpVi1GjRnH58uVcxxuGwerVq9m3bx933HEHcGV2bnx8vFVd4+fnR/PmzYt/XbM88u8C+6qT22Hb547JU0CKVJEdHx9PQECAVVtAQABJSUl5frDT09NJSkqyekju9m5eTjku5Gh3MhnEb/yq8APZ6uJJSPgz1647nXcB8Mve04WZSEqyE9th2TOYLp+3NLV03s1EpjMlej/Lfjt1/X38+gn88a1VU1On/Yxx/ZLfT1zk9aW5f95zWDUW1wNRlqeupmz6O/9M6sYZ/DfmZP72UVKd3g0Xj+fadafTLi6lZbH1SP4L5A1fvskdab9YtYVe/p1DXz17UzFFpPBlZZtZ+WccU6L3s35tNKGnluL0vxlwKd7R0aQAHT58mI0bN/Lnn3+yZMkSpk6dynfffcewYcOsxl28eJFSpUrh5uZG9+7d+fDDD7nrrruAKzUNkGtdc7UvN0W+rjl/DM7syb3vwM+Fm6WAFaki+0ZMmDABPz8/y6NKlSqOjnTLys5My7PPlJV33y3D1RNMuX+kU40r02K9dE22FJad8wEjR3Mr590Em+JZtDX2+vv4/Ztcm+92+hUXsojek0By+nXOoprNGDELcu3q7byOb7bnXkDK/3PzzrMrlSvXzHm75+/Kq2yzQY24Fbn2VYtfeWXmguTP+WOc/O5lAn7/kJUzX2TV9t0YRs7/3kQKysXUTO75eBNPfrWTsuteoeOmvtRLWIzzqtdhagPYG3X9nUiRZDabMZlMLFiwgGbNmtGtWzemTJnC/PnzrU76+fj4EBMTw7Zt23j77beJjIxk7dq1N/XaRb6ucfMGTNfoKz6KVJFdsWJFEhISrNoSEhLw9fXF09Mz121Gjx7NxYsXLY/jx/UHZV5Cm3cjxch9oQWfRr0KOc0N8PKHWl1y7fou+8r0nPtv4NpJkRuSmvfZzTIkcy4l4/r7yOPLLVeycMZMttkgK9uc6xgLIxtTRkquXT6kcilNhd01+VeHKi1y7fo+uy0hZb0ID87f4mdmw8DdyP337kIWmPW7yJcTO0j/sAUh+z6nRfY2epydQ70fuvPWgp8cnUxKkOm/HOCvU0m0cvqTgS7R1p3Z6fDfp+EaJy+k6AoMDCQoKAg/Pz9LW506dTAMgxMnTljanJycCA0NpVGjRjz//PM88MADTJgwAbhS0wC51jVX+3JT5Osa73JQs1PufQ2L13XoRarIbtmyJatXr7Zqi46OpmXLlnlu4+7ujq+vr9VDclfK15+94W+QZVh/LH4t24vbWuV/QQiH6jENKje1PM00nPk0qzvLjdY81LQKA1uFOC6blCzV2+fafNbwYbcRTJvQctffR+3cvzTaYK5POm6EB5ehtNd1VuN0doVqd+Tatc7ckHa1yl8/R0l3/ywIuM3yNN1w5b3MPhwt3YKZjzTBZMrjW/l/cXV2Yl/p1rn2HfZtBq7FfDVZO0mLegV3c6pVW6DpHDX2zmRn7Pk8thKxr5/+ujKlt4vTttwHXD4HxzYWYiIpLK1bt+bUqVMkJ/+9BtD+/ftxcnKicuW8T+aYzWbS06+s71GtWjUqVqxoVdckJSXxv//9r/jXNT0/hKDwv587uUDr5+C2+x0WqSA4dHXx5ORkDh48aHl+5MgRYmJi8Pf3p2rVqowePZqTJ0/yxRdfAPDkk0/y0Ucf8eKLLzJkyBB++eUXvvnmG1asyH36ndiuSY+nOFmvPcfWzuXC6VMEt3+EFi2K0MrtpSrAY6vg5E6yzh9nwc7zVG4Ywboq/lTx93J0OilJGvWH3/4DJ3dYmrINE29n9qeivx9PtKtx/X20iYRDa6zWGjhtlObNrEco4+XKuHvq5S9Lp7fJmns3Lhl/L2oYay5PVJmHmdmmer4PqcQqXRWe2gSx/yP1Qjxb0qtj2nOE6Afb4O5u2y1Haj/wBgfmbKUmf18ucM5UmnIPTLF36uIpKwOPU7/m2tXW6U+WHEjk9qq6rZoUPBenK1+uZXGNy9CcbLyThDiErfVIv379GD9+PIMHD2bcuHEkJibywgsvMGTIEMvM2gkTJhAeHk6NGjVIT08nKiqKL7/8khkzZgBgMpl47rnneOutt6hZs6blFl6VKlXi3nvvLfT3oFD5BMDQ1Vf+PkqKg6Am4Bvo6FR259Aie/v27XTo0MHyPDIyEoCBAwcyb9484uLiiI39+w+RatWqsWLFCkaOHMm0adOoXLkyn3/+uW7fZWdB1etQocrbREVFUavJnY6Oc2OCbseoUJ8yh6LoVDcAV1tvmSRys9y8YNAKiFlA8t7V7L3oysJLTah+R1fGtqyGn1c+PpNe/jB0DexeSvapGP5KKc2M48E8dHsTeodXvf5Z7KsCG+DyzFbOb/iMPb/9j4TSjci4rS+zm4fh5ebQfwaKlqrN8aoKd2RmknzqME5O+TuD/U/Vq1bh3Ij1LJw3gWpu5/EMCCWs81A8fPwLIHAx5ORCpkspXLOSc3SdpxRl8vPflYgd9GxYiem/HOSH7JYMcVmZc4BPJQjOfeaK3FpsrUdKlSpFdHQ0zzzzDOHh4ZQtW5Y+ffrw1ltvWcakpKQwbNgwTpw4gaenJ2FhYXz11Vc8+OCDljEvvvgiKSkpPP7441y4cIE2bdqwcuXK4n+P7KuCmkCQo0MUHIf+ddW+fftrLlQyb968XLfZtWtXAaYSEbETV09o+hilmj5Gw8xMTkZF0e2OarZ96ePiBg364NygD3UyM+kSFUW3lsG2f3HkU5FSd43mTGYUd3frpi+eHMinVCm8q7cmXL8H2zk5YWoyAP73SY6uJXRkRMNKDgglJdGwDqH8duIi6/bDpMw+RLp8h4vp/9fI8PSH3nPBWV9iFgU3Uo+EhYURHR2dc/D/e+utt6yK7tyYTCbefPNN3nzzzXxnlaJD//WLiIhIkeESMZYLZ+PwOfhfnDGTbrjynUt3Oj08Ov+zO0RukoerM/OHNGNX7Hl2x93GDrfhuO2cR/3wVrjUvfvKl6wiUmKpyBYREZGiw9WD0g/PI+PsMf679Guqt+pF39qhNzR9X+RmNa5ahsZVy5CZWYmo2PbcVrcbaIaKSIlXpFYXFxEREQEw+VbCuVxt6oWGqMAWEZFbiopsERERERERETtRkS0iIiIiIiJiJyqyRUREREREROxEC5+JSLGUkWVm9eLPCdo3j/LmMwS41iClflVKV29s0352n0piwU8baHH8c1qYfyPl8ARKtxkK4UPApOtARURERMSaimwRKZa++XQ8D5+ZYnkemHGalC+7kfXkWlwCaudrH/sTLvHEzB/51vQSFU3nrzRePAsrIuHCMbhL97YUEREREWuaLi4ixc5fJ84ScXpujnZvI5VTP76X7/3MXHeIXtk//11g/4Pxv08h9dxN5RQRERGR4kdFtogUO4ePHMm1MAZwO/N7vvez+1QSdZ2O5dpnykqDxAM3lE9EREREii8V2SJS7FSoWIkkwyvXvgzf4HzvJ6SsN0eNgFz7DJMzlMn/vkRERESkZFCRLSIF6uSFy0Rt3Q3Hf8XYsxwy0wr8NZvXrMSPXj1ztGfhRIW7IvO9n8faVuM/5ru4ZHjm6DM1eBB8Kt5UThEREREpflRki0iBmbRyL59Mfo3OP3fknsRPcFs8iOz368CxzQX+2nc9PY2o8o+SaPgBcNhUldNdZ+NRvWW+9xEe4s8bA7oxxu8ttmTXBSDNxQej5TPQY2pBxBYRERGRIk6ri4tIgfhlbwI/rVtPtNtsnEyGpd057Rx8/QhE7gYX9wJ7ff9SHnR7egpZWe+RcjmZP35ZS7fbu9m8nw5hFegQ9hipaY+wbOUKuna7G5ObWwEkFhEREZHiQGeyRaRALN11ip7Om60KbIvURDi0plByuLg44+aR+/XZtnB1drpyHbbujS0iIiIi16AiW0QKRHpWNu5k5j0gq+CvzRYRERERKWwqskWkQETUCSA6u0mufYarF9ToUMiJREREREQKnopsESkQvRoHUSbsDuZmdbZqN0zOmLq/Dx5+DkomIiIiIlJwtPCZiBQIF2cnZg1owoYDHzN35xqCjv9Ai/q18W3WD/yrOzqeiIiIiEiBUJEtIgXGZDJxR63ytKzWi6godzw7dgNXV0fHEhEREREpMJouLiIiIiIiImInKrJFRERERERE7ERFtoiIiIiIiIidqMgWERERERERsRMV2SIiIiIiIiJ2oiJbRERERERExE5UZIuIiIiIiIjYie6TLSIiRcKF5MucORSDU9p5R0cRERERyZOKbBERuaVlZJn57suPuPPoB9Q0naOGYeLY6e+o9ugX4OXv6HgiIiIiVjRdXEREbmlfLllGn6NjqWg6B4CTyaDa2Q0kzHvEwclEREREclKRLSIit6ysbDPefy7AxWTO0RdweiOcO+KAVCIiIiJ5U5EtIiK3rPQsM37ma1yDnXKm8MKIiIiI5IOKbBERuWV5u7tw3KdRrn2XnUpBwG2FG0hERETkOlRki4jILa1+j2fYa1TN0X75jtfAzcsBiURERETyptXFRUTkltayTjD7H11JVNRHVD7/K5cNd6p1f44KDbs4OpqIiIhIDiqyRUTkllerahC1npxAZmYmUVFR3F63o6MjiYiIiORK08VFRERERERE7ERFtoiIiIiIiIidqMgWERERERERsRNdky1SAC5ezmTn2v/imfg7npfNkH0XuLo6OpaIiIiIiBQwFdkidrZl73FM/3mIDqY/LW1nP1hK2WErwa+yA5OJiIiIiEhB03RxETvKzDbz+zfjafGPAhugbPpxzn0/0kGpRERERESksKjIFrGjbUfO0S5rc659frGrITOtkBOJiIiIiEhhUpEtIiIiIiIiYicqskXsqGk1f9a5tMq172LVjuDqUciJRERERESkMKnIFrEjV2cnGvYZwxajvlX7WY+q+N//gYNSiYiIiIhIYdHq4iJ21iKsMhdfXsMv65bhdeY3ktIMOgx4Bdw9HR1NRIowwzCI3p3A3m2raXpxJTUyz2L6Kw0aPABOzo6OJyIiIv9PRbZIAfDzdOXOLveTmdmTqKgocNJ/aiJyc1787ndKxcxirOuXfzcu3QR7lsKDC8BJk9NERERuBfoXWURE5Ba349g5ft6xl5dcFuXs3BcF+1cWfigRERHJlYpsERGRW9yGA4k0c9qLhykz9wGHVhduIBEREcmTimwREZFbnK+HKxcN77wHeJQutCwiIiJybSqyRUREbnE9G1XiT5e6HDIH5ugznFygUT8HpBIREZHcqMgWERG5xZUr5c6nA5rysvto9pqrWNoz3f0x3f85lK3hwHQiIkXX+vXr6dGjB5UqVcJkMrF06dLrbpOens6rr75KcHAw7u7uhISEMGfOHEv/rFmzaNu2LWXKlKFMmTJERESwdetWq30MGjQIk8lk9ejSpYu9D08cREsei4iIFAFta5an5cuPsOt4D/468xvn9m2lxf1Pg2cpR0cTESmyUlJSaNiwIUOGDOG+++7L1zZ9+vQhISGB2bNnExoaSlxcHGaz2dK/du1a+vbtS6tWrfDw8GDixIl06tSJv/76i6CgIMu4Ll26MHfuXMtzd3d3+x2YOJSKbBERkSLCxdmJpiH+ZAa1IepUErjoDzIRkZvRtWtXunbtmu/xK1euZN26dRw+fBh/f38AQkJCrMYsWLDA6vnnn3/O999/z+rVqxkwYICl3d3dnYoVK954eLllabq4iIiIiIhIPixbtozw8HAmTZpEUFAQtWrVYtSoUVy+fDnPbVJTU8nMzLQU5VetXbuWChUqULt2bZ566inOnj1b0PGlkOhMtoiIiIiISD4cPnyYjRs34uHhwZIlS0hMTGTYsGGcPXvWaur3P7300ktUqlSJiIgIS1uXLl247777qFatGocOHeKVV16ha9eubNmyBWdn51z3k56eTnp6uuV5UlKSfQ9O7EZFtoiIiIiISD6YzWZMJhMLFizAz88PgClTpvDAAw/wySef4OnpaTX+3XffZdGiRaxduxYPDw9L+0MPPWT5uX79+jRo0IAaNWqwdu1aOnbsmOtrT5gwgXHjxhXAUYm9abq4iIiIiIhIPgQGBhIUFGQpsAHq1KmDYRicOHHCauzkyZN59913+fnnn2nQoME191u9enXKlSvHwYMH8xwzevRoLl68aHkcP3785g5GCoyKbBERERERkXxo3bo1p06dIjk52dK2f/9+nJycqFy5sqVt0qRJjB8/npUrVxIeHn7d/Z44cYKzZ88SGBiY5xh3d3d8fX2tHnJrUpEtIiIiIiIlUnJyMjExMcTExABw5MgRYmJiiI2NBa6cPf7niuD9+vWjbNmyDB48mN27d7N+/XpeeOEFhgwZYpkqPnHiRF5//XXmzJlDSEgI8fHxxMfHWwrz5ORkXnjhBX799VeOHj3K6tWrueeeewgNDaVz586F+wZIgVCRLSIiIiIiJdL27dtp3LgxjRs3BiAyMpLGjRszZswYAOLi4iwFN0CpUqWIjo7mwoULhIeH079/f3r06MH06dMtY2bMmEFGRgYPPPAAgYGBlsfkyZMBcHZ25vfff6dnz57UqlWLRx99lCZNmrBhwwbdK7uY0MJnIiIiIiJSIrVv3x7DMPLsnzdvXo62sLAwoqOj89zm6NGj13xNT09Pfvrpp/xGlCJIZ7JFRERERERE7ERFtoiIiIiIiIidOLzI/vjjjwkJCcHDw4PmzZuzdevWa46fOnUqtWvXxtPTkypVqjBy5EjS0tIKKa2IiIiIiIhI3hxaZH/99ddERkYyduxYdu7cScOGDencuTOnT5/OdfzChQt5+eWXGTt2LHv27GH27Nl8/fXXvPLKK4WcXERERERERCQnhxbZU6ZMYejQoQwePJi6desyc+ZMvLy8mDNnTq7jN2/eTOvWrenXrx8hISF06tSJvn37Xvfst4iIiIiIiEhhcFiRnZGRwY4dO4iIiPg7jJMTERERbNmyJddtWrVqxY4dOyxF9eHDh4mKiqJbt255vk56ejpJSUlWDxEREREREZGC4LBbeCUmJpKdnU1AQIBVe0BAAHv37s11m379+pGYmEibNm0wDIOsrCyefPLJa04XnzBhAuPGjbNrdhEREREREZHcOHzhM1usXbuWd955h08++YSdO3eyePFiVqxYwfjx4/PcZvTo0Vy8eNHyOH78eCEmFhERERERkZLEYWeyy5Urh7OzMwkJCVbtCQkJVKxYMddtXn/9dR555BEee+wxAOrXr09KSgqPP/44r776Kk5OOb8zcHd3x93d3f4HICIiIiIiIvIvDjuT7ebmRpMmTVi9erWlzWw2s3r1alq2bJnrNqmpqTkKaWdnZwAMwyi4sCIiIiIiIiL5YHORvX79erKysnK0Z2VlsX79epv2FRkZyaxZs5g/fz579uzhqaeeIiUlhcGDBwMwYMAARo8ebRnfo0cPZsyYwaJFizhy5AjR0dG8/vrr9OjRw1Jsi4iIiIiIiDiKzdPFO3ToQFxcHBUqVLBqv3jxIh06dCA7Ozvf+3rwwQc5c+YMY8aMIT4+nkaNGrFy5UrLYmixsbFWZ65fe+01TCYTr732GidPnqR8+fL06NGDt99+29bDEBERERGBtCQurJ9FpT9/ZP2hJZyp3Z8uHdpR2svN0clEpIiyucg2DAOTyZSj/ezZs3h7e9scYPjw4QwfPjzXvrVr11o9d3FxYezYsYwdO9bm1xERERERsXL5PJdnRlD+4kHKA2RuI33rD7z220u8MPxZKvh6ODqhiBRB+S6y77vvPgBMJhODBg2yWkwsOzub33//nVatWtk/oYiIiIhIQfh1Jp4XD1o1uZuyGJb2OTPWdmNsz9scFExEirJ8F9l+fn7AlTPZPj4+eHp6Wvrc3Nxo0aIFQ4cOtX9CEREREZECkHVwTa5/DFdzSuDg/r8AFdkiYrt8F9lz584FICQkhFGjRt3Q1HARERERkVuFyds/1/YswwkXrzKFnEZEigubVxcfO3asCmwRERERKfKcmwzKtX2luRk9WtQt3DAiUmzYXGQnJCTwyCOPUKlSJVxcXHB2drZ6iIiIiIgUCbW7kNnxTS6bvAAwGybWGLdzrNU73Hd7ZQeHE5GiyubVxQcNGkRsbCyvv/46gYGBua40LiIiIiJSFLi2HQGNHyHqu9lUbHQnt9duQAdPV0fHEpEizOYie+PGjWzYsIFGjRoVQBwRERERkULm7kNmmVrUr9cAV1cV2CJyc2yeLl6lShUMwyiILCIiIiIiIiJFms1F9tSpU3n55Zc5evRoAcQRERERERERKbpsni7+4IMPkpqaSo0aNfDy8soxpebcuXN2CyciIiIiIiJSlNhcZE+dOrUAYoiIiIiIiIgUfTYX2QMHDiyIHCIiIiIiIiJFXr6K7KSkJHx9fS0/X8vVcSIiIiIiIiIlTb6K7DJlyhAXF0eFChUoXbp0rvfGNgwDk8lEdna23UOKiIiIiIiIFAX5KrJ/+eUX/P39AVizZk2BBhIREREREREpqvJVZLdr1y7Xn0VERERERETkbzYvfAZw4cIFZs+ezZ49ewCoV68eQ4YMwc/Pz67hRERERERERIoSJ1s32L59OzVq1OCDDz7g3LlznDt3jilTplCjRg127txZEBlFREREREREigSbz2SPHDmSnj17MmvWLFxcrmyelZXFY489xnPPPcf69evtHlJERERERESkKLC5yN6+fbtVgQ3g4uLCiy++SHh4uF3DiYiIiIiIiBQlNhfZvr6+xMbGEhYWZtV+/PhxfHx87BZMRERuAWYz7Isi++AvHLzoxPr4Whxac4iHmgVTqbSno9OJiIiI3HJsLrIffPBBHn30USZPnkyrVq0A2LRpEy+88AJ9+/a1e0ARKZm2HDrLZ+sPcehMCv28t9Hj0re4HBkDwS2h7SgoF+roiMVfdhZ8/TDs/xFnoA7wruHMiLVP03FDa2YPCqdVjXKOTikiIiJyS7G5yJ48eTImk4kBAwaQlZUFgKurK0899RTvvvuu3QOKSMmzdt9pHp2/nWyzwRDnH3ky9csrHWnAhaOwfyU8vg7KBDsyZvG3eyns/9GqydWUzXjXubRMb8LrS/9k9fPtHRJNRERE5FZl8+ribm5uTJs2jfPnzxMTE0NMTAznzp3jgw8+wN3dvSAyikgJM3XVAbLNBm5kMtxlSc4Bl8/DrzMKP1hJc+DnXJvLmi7RyHSQQ2dSOHY2pZBDiYiIiNzabug+2QBeXl6ULl3a8rOIiL38efIiAEGmRPxNybkPiospvEAllZt3nl0peGAygaebcyEGEhEREbn12XwmOysri9dffx0/Pz9CQkIICQnBz8+P1157jczMzILIKCIlTFX/K1/cnTZKc9lwy31QmWqFmKiEapj7Oht7zFX4y6hGm9ByVPDxKORQIiIiIrc2m4vsZ555hs8++4xJkyaxa9cudu3axaRJk5g9ezbPPvtsQWQUkRLm8TuqA5CCJwuzO+Yc4OQKzZ8o5FQlUJVm0GUiuPy9ivghcyBPZ46gQWU/Jvdu6MBwIiIiIrcmm6eLL1y4kEWLFtG1a1dLW4MGDahSpQp9+/ZlxgxdJykiN+ehZlXJzDYzY+0h3rnYDxcPb3pnr8TLSIbAhtBxLFRq5OiYJUOLJ6Hhg3BsC4mZ7izclsykDq0Jr6ZVxUVERERyY3OR7e7uTkhISI72atWq4eaWx7ROEREbPdIyhIdbBHM5MxtXU1eiViynW6c7cfXyc3S0ksezDIR1wy8zkwaHo2hYWb8DERERkbzYPF18+PDhjB8/nvT0dEtbeno6b7/9NsOHD7drOBEp2UwmE15u//9doMkJXLXIooiIiIjc2mw+k71r1y5Wr15N5cqVadjwyvV4v/32GxkZGXTs2JH77rvPMnbx4sX2SyoiIiIiIiJyi7O5yC5dujT333+/VVuVKlXsFkhERERERESkqLK5yJ47d25B5BAREREREREp8my+JltEREREREREcqciW0RERERERMRObJ4uLiIiIiIiNy85PYvorb/jd3ApVdwvUya7LNDN0bFE5CapyBYRERERKWSHziQzdeZMJmVNxNOUAUBNIOP7vdBnDjhpwqlIUaX/ekVERERECtmb//2dV7I+thTYV7ntXQJ7ljkolYjYQ77OZE+fPj3fO3z22WdvOIyIiIiISHGXmpFF0uGtBLqdy33A3uVQ795CzSQi9pOvIvuDDz7I185MJpOKbBERERGRa3AymTCbXPMe4OxeeGFKuPXr1/Pee++xY8cO4uLiWLJkCffee+81t0lPT+fNN9/kq6++Ij4+nsDAQMaMGcOQIUMAmDVrFl988QV//vknAE2aNOGdd96hWbNmln0YhsHYsWOZNWsWFy5coHXr1syYMYOaNWsW2LFK4clXkX3kyJGCziEiIiIiUiJ4uDpTuV5LDuwNoqbTyZwD6j9Q+KFKqJSUFBo2bMiQIUO477778rVNnz59SEhIYPbs2YSGhhIXF4fZbLb0r127lr59+9KqVSs8PDyYOHEinTp14q+//iIoKAiASZMmMX36dObPn0+1atV4/fXX6dy5M7t378bDw6NAjlUKjxY+ExEREREpZG/0qMe4hJd55cJYKpmuTBvPxglzq+dwrdHBwelKjq5du9K1a9d8j1+5ciXr1q3j8OHD+Pv7AxASEmI1ZsGCBVbPP//8c77//ntWr17NgAEDMAyDqVOn8tprr3HPPfcA8MUXXxAQEMDSpUt56KGHbu6gxOFuqMg+ceIEy5YtIzY2lowM68UapkyZYpdgIiIiIiLFVXkfdz587hF+PXgXh/dFE+yZxp5zznToMMDR0eQali1bRnh4OJMmTeLLL7/E29ubnj17Mn78eDw9PXPdJjU1lczMTEtRfuTIEeLj44mIiLCM8fPzo3nz5mzZskVFdjFgc5G9evVqevbsSfXq1dm7dy+33XYbR48exTAMbr/99oLIKCIiIiJS7JhMJlrWDISaA8jMzGRnVJSjI8l1HD58mI0bN+Lh4cGSJUtITExk2LBhnD17lrlz5+a6zUsvvUSlSpUsRXV8fDwAAQEBVuMCAgIsfblJT08nPT3d8jwpKelmD0cKiM238Bo9ejSjRo3ijz/+wMPDg++//57jx4/Trl07evfuXRAZRUREREREHM5sNmMymViwYAHNmjWjW7duTJkyhfnz53P58uUc4999910WLVrEkiVLbvpa6wkTJuDn52d5VKlS5ab2JwXH5iJ7z549DBhwZRqLi4sLly9fplSpUrz55ptMnDjR7gFFRERERERuBYGBgQQFBeHn52dpq1OnDoZhcOLECauxkydP5t133+Xnn3+mQYMGlvaKFSsCkJCQYDU+ISHB0peb0aNHc/HiRcvj+PHj9jgkKQA2F9ne3t6W67ADAwM5dOiQpS8xMdF+yURERERERG4hrVu35tSpUyQnJ1va9u/fj5OTE5UrV7a0TZo0ifHjx7Ny5UrCw8Ot9lGtWjUqVqzI6tWrLW1JSUn873//o2XLlnm+tru7O76+vlYPuTXZXGS3aNGCjRs3AtCtWzeef/553n77bYYMGUKLFi3sHlBERERERKQgJCcnExMTQ0xMDHBlUbKYmBhiY2OBK2ePr87iBejXrx9ly5Zl8ODB7N69m/Xr1/PCCy8wZMgQy8JnEydO5PXXX2fOnDmEhIQQHx9PfHy8pTA3mUw899xzvPXWWyxbtow//viDAQMGUKlSpeveo1uKBpsXPpsyZYrlAzJu3DiSk5P5+uuvqVmzplYWFxERERGRImP79u106PD3LdMiIyMBGDhwIPPmzSMuLs5ScAOUKlWK6OhonnnmGcLDwylbtix9+vThrbfesoyZMWMGGRkZPPCA9f3Ox44dyxtvvAHAiy++SEpKCo8//jgXLlygTZs2rFy5UvfILiZsLrKrV69u+dnb25uZM2faNZCIiIiIiEhhaN++PYZh5Nk/b968HG1hYWFER0fnuc3Ro0ev+7omk4k333yTN998Mz8xpYixebq4iIiIiIiIiOQuX2ey/f392b9/P+XKlaNMmTKYTKY8x547d85u4URERERERESKknwV2R988AE+Pj6Wn69VZIuIiIiIiIiUVPkqsgcOHGj5edCgQQWVRURERERERKRIs/mabGdnZ06fPp2j/ezZszg7O9sllIiIiIiIiEhRZHORndfqe+np6bi5ud10IBEREREREZGiKt+38Jo+fTpwZbn5zz//nFKlSln6srOzWb9+PWFhYfZPKCIiIiIiIlJE5LvI/uCDD4ArZ7JnzpxpNTXczc2NkJAQ3TNbRERERERESrR8F9lHjhwBoEOHDixevJgyZcoUWCgRERERERGRoijfRfZVa9asKYgcIiIiIiIiIkVevorsyMhIxo8fj7e3N5GRkdccO2XKFLsEExERERERESlq8lVk79q1i8zMTMvPeTGZTPZJJSIiIiIiIlIE5avI/ucUcU0XFxEREREREcmdzffJFhEREREREZHc2Vxkp6Sk8Prrr9OqVStCQ0OpXr261cNWH3/8MSEhIXh4eNC8eXO2bt16zfEXLlzg6aefJjAwEHd3d2rVqkVUVJTNrysiIiIiIiJibzavLv7YY4+xbt06HnnkEQIDA2/qOuyvv/6ayMhIZs6cSfPmzZk6dSqdO3dm3759VKhQIcf4jIwM7rrrLipUqMB3331HUFAQx44do3Tp0jecQURERERERMRebC6yf/zxR1asWEHr1q1v+sWnTJnC0KFDGTx4MAAzZ85kxYoVzJkzh5dffjnH+Dlz5nDu3Dk2b96Mq6srACEhITedQ0REir+0zGwOxl8iJRM4f/TKXK5yNR2cSkRERIobm6eLlylTBn9//5t+4YyMDHbs2EFERMTfYZyciIiIYMuWLblus2zZMlq2bMnTTz9NQEAAt912G++88w7Z2dk3nUdERIqv2RuP0Pyd1Tz7yffU+X0crp+Ew0fh8HELOL7N0fFERESkGLG5yB4/fjxjxowhNTX1pl44MTGR7OxsAgICrNoDAgKIj4/PdZvDhw/z3XffkZ2dTVRUFK+//jrvv/8+b731Vp6vk56eTlJSktVDRERKjpV/xjF++W5SLl9mvutEGjsd+rvzzB5YcD9cPu+4gCIiIlKs2Dxd/P333+fQoUMEBAQQEhJimbZ91c6dO+0W7t/MZjMVKlTgs88+w9nZmSZNmnDy5Enee+89xo4dm+s2EyZMYNy4cQWWSUREbm1f/noMgPZOv1HF6UzOAWkX4Y/voNnQQk4mIiIixZHNRfa9995rlxcuV64czs7OJCQkWLUnJCRQsWLFXLcJDAzE1dUVZ2dnS1udOnWIj48nIyMDNze3HNuMHj2ayMhIy/OkpCSqVKlil2MQEZFbX+KlDADKmS7mPSj5dCGlERERkeLO5iI7rzPGtnJzc6NJkyasXr3aUribzWZWr17N8OHDc92mdevWLFy4ELPZjJPTlZnu+/fvJzAwMNcCG8Dd3R13d3e7ZBYRkaKneXV/9iVcYqs5DLNhwslk5BwU0qbwg4mIiEixZPM12fYUGRnJrFmzmD9/Pnv27OGpp54iJSXFstr4gAEDGD16tGX8U089xblz5xgxYgT79+9nxYoVvPPOOzz99NOOOgQREbnFPdmuBgG+7hw2KvFVdkTOAbW7QfV2hR9MREREiqV8ncn29/dn//79lCtXjjJlylzz3tjnzp3L94s/+OCDnDlzhjFjxhAfH0+jRo1YuXKlZTG02NhYyxlrgCpVqvDTTz8xcuRIGjRoQFBQECNGjOCll17K92uKiEjJUqm0Jz8Mb8MXW46x8lgk58/XZlD5/fi5A3V6QMN+jo4oIiIixUi+iuwPPvgAHx8fAKZOnWrXAMOHD89zevjatWtztLVs2ZJff/3VrhlERKR4q+DrwajOtcnMzCQq6gxe3d6Afy3cKSIiImIP+SqyBw4cmOvPIiIiIiIiIvI3h16TLSIiIiIiIlKcqMgWERERERERsRMV2SIiIiIiIiJ2oiJbRERERERExE5uqsg+ceIEJ06csFcWERERERERkSLN5iLbbDbz5ptv4ufnR3BwMMHBwZQuXZrx48djNpsLIqOIiIiIiIhIkZCvW3j906uvvsrs2bN59913ad26NQAbN27kjTfeIC0tjbffftvuIUVERERERESKApuL7Pnz5/P555/Ts2dPS1uDBg0ICgpi2LBhKrJFbhVpSXAhlkzPipxKhTOX0qnk7+roVCIiIiIixZrNRfa5c+cICwvL0R4WFsa5c+fsEkpEboJhwKo3YOtnkJmKCXdMWZ1o87szd9WtyKQHGuLnqWJbRERERKQg2HxNdsOGDfnoo49ytH/00Uc0bNjQLqFE5CZs+Rg2TYXMVAA8SedJlx8Y4hTFT38l8MK3vzk2n4iIiNiVYRgcP59KRnoanD8K2ZmOjiRSotl8JnvSpEl0796dVatW0bJlSwC2bNnC8ePHiYqKsntAEbHRts9zbX7YeRWfZ3dn1Z4EEpLSCPD1KORgIiIiYm/RuxN454c/6H/pc/o5/4Lr7nTM3hVwav8SNH3M0fFESiSbz2S3a9eO/fv306tXLy5cuMCFCxe477772LdvH23bti2IjCJii5QzuTaXN10AwGxAYnL6dXeTlJbJvE1HGLdkO5cPriHrvyNgw/uQfNqeaUVEROQG7T6VxFNf7aD3pfk85vIjXqYr/747pZyGFc/DnuUOTihSMtl8Jjs2NpYqVarkusBZbGwsVatWtUswsVF2Fmz5EHYtIDv9EjFu4Xyc2Jkp+zZy3+2Veap9Ddxcbuq26FJUBLeGAz/laP7VXBeAcqXcqFnB55q7OHXhMr1nbiH1QgLfuI2nptNJ+JMrj03TYcB/oVIj+2cXERGRfFvwv2MY5iz6u67KfcDWT6HO3YUbSkRsP5NdrVo1zpzJeabs7NmzVKtWzS6h5Ab88OyVxa7OHsA5OZ6m55Yzmzc5ey6RD1bt57mvdzk6oRSWO18Dd1+rpkuGJ1OyemMywYtdwq77hcuU6P2cvHCZp1x+uFJg/1PaBVg52s6hRURExFbxF9PwIh0/U2ruA5LiCjeQiAA3UGQbhoHJZMrRnpycjIeHrvF0iPNH4bf/5Giu4nSG+503ABD1Rzz74i8VcjBxiMAG8MQ6aP4UmcHtiKn0EM+4v0Vog5Z880RL+oRXue4u1u67MiW8g1NM7gNiN0O6Pk8iIiKOFB7izyW82GvO49/2qs0LN1AhysrKYtWqVXz66adcunTlb5JTp06RnJzs4GQiNkwXj4yMBMBkMvH666/j5eVl6cvOzuZ///sfjRo1sntAyYfTe8Aw59oVZoq1/Lw3PonaFa89TViKCf/q0PVdXIF6mZn0ioqiW7f6uLrm79Zd3u4uJCZnkEIeX5w5u4Ozm/3yioiIiM36NavKN9uPM+ncg3zq+gGupuy/Oz39oU2k48IVoGPHjtGlSxdiY2NJT0/nrrvuwsfHh4kTJ5Kens7MmTMdHVFKuHwX2bt2XZlubBgGf/zxB25uf/+B7ebmRsOGDRk1apT9E8r1lQ3Ns+uIUdHyc7Vy3oWRRoqBB26vzPvR+/ku+w4aOR3KOaD+A+DiXvjBRERExMLPy5Xvn2rFvE2BvLanEl2TvqNR6VRK12gOLYdBmRBHRywQI0aMIDw8nN9++42yZcta2nv16sXQoUMdmEzkinwX2WvWrAFg8ODBTJs2DV9f3+tsIYWmXE0Iuxv2Wq8gecbw5dvsdgC0Di1Lg8qlHRBOiqIn29fgcGIKC2IiqJV1gn7Oq3Ex/f9sieodoMsExwYUERERAPy93YjsVJvMDtWJiiqHd7dukM+Za0XVhg0b2Lx5s9VJP4CQkBBOnjyZx1Yihcfm1cXnzp1bEDnkZt03C34ZDzELMNKT+d2zGS9c6EWGexkeaVyZF7vUdnRCKUJcnZ344MFGPBdRkz0nG/P1byt58PbyuJStDhVvc3Q8ERERKcHMZjPZ2dk52k+cOIGPjy6NFMezuciWW5Sb15Wzi10mYDIM6mZlMWxFFN27d8z3dbgi/xZc1ptKvm5EHSmHUatrsf9mXERERG59nTp1YurUqXz22WfAlTWjkpOTGTt2LN26dXNwOhEV2cXT/6/+nssi8CIiIiIiRdr7779P586dqVu3LmlpafTr148DBw5Qrlw5/vOfnHfcESlsKrJFRERERKTIqFy5Mr/99huLFi3i999/Jzk5mUcffZT+/fvj6enp6HgiKrJFRERERKRocXFx4eGHH3Z0DJFc5avIXrZsWb532LNnzxsOI3IrSUu9RFpauqNjiIiIiMg/fPHFF9fsHzBgQCElEcldvorse++91+q5yWTCMAyr51flttKf5N/mg4n8tGMP1Q//xJmz3xIYEoapySDwq+zoaCXG+bgjxH71NLclb8YNCHRqwNFaIdSs09DR0URERERKvBEjRlg9z8zMJDU1FTc3N7y8vFRki8M55WeQ2Wy2PH7++WcaNWrEjz/+yIULF7hw4QJRUVHcfvvtrFy5sqDzFmuTf9rHiM9XMuSvIQxMX0Cl2B8wrX8PPmkJJ3Y4Ol7JYM4m+fO7aZiyCWeTgZPJoJnxG95f309ScrKj04mIiIiUeOfPn7d6JCcns2/fPtq0aaOFz+SWkK8i+5+ee+45pk2bRufOnfH19cXX15fOnTszZcoUnn322YLIWCLEnk3lk7UHGeayjGCn09ad6Unw86uOCVbC7N/4PVWyT+Ror8QZfvv5SwckEhEREZHrqVmzJu+++26Os9zXs379enr06EGlSpUwmUwsXbr0utukp6fz6quvEhwcjLu7OyEhIcyZM8fS/9dff3H//fcTEhKCyWRi6tSpOfbxxhtvYDKZrB5hYWE2ZZdbl80Lnx06dIjSpUvnaPfz8+Po0aN2iFQybTyYiNmAO5x+z31A7BbISAE378INVsKkJhzOsy/73NHCCyIiIiIiNnFxceHUqVM2bZOSkkLDhg0ZMmQI9913X7626dOnDwkJCcyePZvQ0FDi4uIwm82W/tTUVKpXr07v3r0ZOXJknvupV68eq1atssovxYPNv8mmTZsSGRnJl19+SUBAAAAJCQm88MILNGvWzO4BSwpfzyu/iiTyKKJdvcDZrRATlUxla7WAv3Lv8wgOL9wwIiIiIpLDvxdlNgyDuLg4PvroI1q3bm3Tvrp27UrXrl3zPX7lypWsW7eOw4cP4+/vD0BISIjVmKZNm9K0aVMAXn755Tz35eLiQsWKFW3KK0WDzUX2nDlz6NWrF1WrVqVKlSoAHD9+nJo1a+ZreoXkLqJOAGW93fgmrR2NnQ7mHNDwIXB2LfxgJUyVhu356+cW1Ev51ar9d5f6NOmQv283RURERKTg5LYoc/ny5bnzzjt5//33C/S1ly1bRnh4OJMmTeLLL7/E29ubnj17Mn78eJvv0X3gwAEqVaqEh4cHLVu2ZMKECVStWjXP8enp6aSn/33nm6SkpBs+DilYNhfZoaGh/P7770RHR7N3714A6tSpQ0REhNUq42IbD1dnZg9qyjMLnfjsUjwDnX/C3ZSFgQlTWHfo9JajI5YYtZ9dyrZvJ+B/ZDkYZv5wb8IdQyfh6uLs6GgiIiIiJd4/p2YXtsOHD7Nx40Y8PDxYsmQJiYmJDBs2jLNnzzJ37tx876d58+bMmzeP2rVrExcXx7hx42jbti1//vknPj4+uW4zYcIExo0bZ69DkQJ0QxP/TSYTnTp14o477sDd3V3FtZ00qlKadS/cyfYjDZi7/kcGt6yIe4VQ8K/u6Ggliou7J00ffhN4k8zMTP6MisLHx9fRsURERETEwcxmMyaTiQULFuDn5wfAlClTeOCBB/jkk0/yfTb7n1PUGzRoQPPmzQkODuabb77h0UcfzXWb0aNHExkZaXmelJRkmVkstxabi2yz2czbb7/NzJkzSUhIYP/+/VSvXp3XX3+dkJCQPD8Ukj9OTiYaVy1NnL8fTjU6gKumiIuIiIhIyfbP4vJ6pkyZUmA5AgMDCQoKshTYcGVWr2EYnDhxgpo1a97QfkuXLk2tWrU4eDCXy0b/n7u7O+7u7je0fylcNhfZb731FvPnz2fSpEkMHTrU0n7bbbcxdepUFdkiIiIiImJXu3btyte4gp5h27p1a7799luSk5MpVaoUAPv378fJyYnKlSvf8H6Tk5M5dOgQjzzyiL2iigPZXGR/8cUXfPbZZ3Ts2JEnn3zS0t6wYUPLNdoiIiIiIiL2smbNmgLZb3JystXZ4yNHjhATE4O/vz9Vq1Zl9OjRnDx5ki+++AKAfv36MX78eAYPHsy4ceNITEzkhRdeYMiQIZap4hkZGezevdvy88mTJ4mJiaFUqVKEhoYCMGrUKHr06EFwcDCnTp1i7NixODs707dv3wI5TilcTrZucPLkScuH45/MZjOZmZl2CSUiIiIiIlLQtm/fTuPGjWncuDFwZVp648aNGTNmDABxcXHExsZaxpcqVYro6GguXLhAeHg4/fv3p0ePHkyfPt0y5tSpU5Z9xsXFMXnyZBo3bsxjjz1mGXPixAn69u1L7dq16dOnD2XLluXXX3+lfPnyhXTkUpBsPpNdt25dNmzYQHBwsFX7d999Z/lwioiIiIiIFJTt27fzzTffEBsbS0ZGhlXf4sWL872f9u3bYxhGnv3z5s3L0RYWFkZ0dHSe24SEhFxznwCLFi3Kd0YpemwusseMGcPAgQM5efIkZrOZxYsXs2/fPr744guWL19eEBlFRERERESAKwXqgAED6Ny5Mz///DOdOnVi//79JCQk0KtXL0fHE7F9uvg999zDDz/8wKpVq/D29mbMmDHs2bOHH374gbvuuqsgMoqIiIiIiADwzjvv8MEHH/DDDz/g5ubGtGnT2Lt3L3369KFq1aqOjidyY/fJbtu27TWnSIiIiIiIiBSEQ4cO0b17dwDc3NxISUnBZDIxcuRI7rzzTsaNG+fghFLS2Xwm+/jx45w4ccLyfOvWrTz33HN89tlndg0mIiIiIiLyb2XKlOHSpUsABAUF8eeffwJw4cIFUlNTHRlNBLiBIrtfv36WJfTj4+OJiIhg69atvPrqq7z55pt2DygiIiIiInK1mL7jjjsss2p79+7NiBEjGDp0KH379qVjx46OjCgC3ECR/eeff9KsWTMAvvnmG+rXr8/mzZtZsGBBrqvviYiIiIiI3KwGDRrQvHlz6tevT+/evQF49dVXiYyMJCEhgfvvv5/Zs2c7OKXIDVyTnZmZibu7OwCrVq2iZ8+ewJWl7OPi4uybTkREREREBFi3bh1z585lwoQJvP3229x///089thjvPzyy46OJmLF5jPZ9erVY+bMmWzYsIHo6Gi6dOkCXLnpetmyZe0eUEREREREpG3btsyZM4e4uDg+/PBDjh49Srt27ahVqxYTJ04kPj7e0RFFgBsosidOnMinn35K+/bt6du3Lw0bNgRg2bJllmnkIiIiIiIiBcHb25vBgwezbt069u/fT+/evfn444+pWrWqZZatiCPZPF28ffv2JCYmkpSURJkyZSztjz/+OF5eXnYNJyIiIiIikpfQ0FBeeeUVgoODGT16NCtWrHB0JJEbu0+2s7OzVYENEBISYo88IiIiIiIi17V+/XrmzJnD999/j5OTE3369OHRRx91dCyR/BXZt99+O6tXr6ZMmTI0btwYk8mU59idO3faLZyIiIiIiMhVp06dYt68ecybN4+DBw/SqlUrpk+fTp8+ffD29nZ0PBEgn0X2PffcY1lR/N577y3IPCIiIiIiIjl07dqVVatWUa5cOQYMGMCQIUOoXbu2o2OJ5JCvInvs2LG5/iwiIiIiIlIYXF1d+e6777j77rtxdnZ2dByRPN3QNdkiIiIiIiKFadmyZY6OIJIv+Sqyy5Qpc83rsP/p3LlzNxVIRERERArOxdRMFv7vGKbdS2idsYl62SmY9pqhfi9HRxMRKRbyVWRPnTq1gGOIiEhxdiQxhaTLmdR0v0iZlIOQfglc/R0dS6TEOZuczv0zNjM8aQoPOK//u+P7rXBsPdz9gePCiYgUE/kqsgcOHFjQOUREpBiKv5jGs//Zxe9H45joOovbnH/lDswY096HNiOh3QuOjihSoszeeAS/c7/zgPv6nJ3b50Czx6FCncIPJiJSjNzUNdlpaWlkZGRYtfn6+t5UIBERKT6GLdjBztgLjHdZwD3Omy3tpswUWPMW+FeD+g84MKFIybL50FlaOe3Oe8DhdSqyRURukpOtG6SkpDB8+HAqVKiAt7c3ZcqUsXqIiIgA7Iu/xM7YC7iRyf3OG3IftH1u4YYSKeHKertxFp+8B3iXK7wwIiLFlM1F9osvvsgvv/zCjBkzcHd35/PPP2fcuHFUqlSJL774oiAyiohIEXQu5cpMJw/S8TKl5z4oNbEQE4lIv+ZVicpuzgXDO2end3kI6174oUREihmbi+wffviBTz75hPvvvx8XFxfatm3La6+9xjvvvMOCBQsKIqOIiBRBDSr74ePuQhKl+MMckvug6u0LM5JIidexTgAj7w5nmOkVDpkDLe3ZZWtB/+/A1dOB6UREigebi+xz585RvXp14Mr111dv2dWmTRvWr89lEQ0RESmRvN1deLFrGADvZPUnzXC1HuBXBVo/V/jBREq4R9tU4/NXniT5sS3EPfQzv4S9g/nJzVCpkaOjiYgUCzYvfFa9enWOHDlC1apVCQsL45tvvqFZs2b88MMPlC5dugAiiohIUfVIi2DqVPThm+2VeediTR4y/Yzfhb1UbNwZ52ZDwbusoyOKlEhebi40rFqGzMzbubQv3tFxRESKFZuL7MGDB/Pbb7/Rrl07Xn75ZXr06MFHH31EZmYmU6ZMKYiMIiJShIWH+BMe4g80JDPzbqKioujWphvOrq7X3VZERESkqLG5yB45cqTl54iICPbu3cuOHTsIDQ2lQYMGdg0nIiIiIiIiUpTc1H2yAYKDgwkODrZHFhEREREREZEi7YaK7G3btrFmzRpOnz6N2Wy26ruRKeMff/wx7733HvHx8TRs2JAPP/yQZs2aXXe7RYsW0bdvX+655x6WLl1q8+vKrenIHxtJSoynYp1Wjo4iIiIiIiJiE5uL7HfeeYfXXnuN2rVrExAQgMlksvT98+f8+vrrr4mMjGTmzJk0b96cqVOn0rlzZ/bt20eFChXy3O7o0aOMGjWKtm3b2vyacmu6EHeEs3N6UyPzAACpa91J8+4N3bo5OJmIiIiIiEj+2FxkT5s2jTlz5jBo0CC7BJgyZQpDhw5l8ODBAMycOZMVK1YwZ84cXn755Vy3yc7Opn///owbN44NGzZw4cIFu2QRx0qc/wih/19gA3iZ0nkw9Ss2rulIm073OTCZiIiIiIhI/th8n2wnJydat25tlxfPyMhgx44dREREWO0/IiKCLVu25Lndm2++SYUKFXj00Uev+xrp6ekkJSVZPeTWc+nEXkLT/si1z4hZWMhpREREREREbozNRfbIkSP5+OOP7fLiiYmJZGdnExAQYNUeEBBAfHzu92zcuHEjs2fPZtasWfl6jQkTJuDn52d5VKlS5aZzi/2lpV7Is881K7nwgoiIiIiIiNwEm6eLjxo1iu7du1OjRg3q1q2L67/uc7p48WK7hfu3S5cu8cgjjzBr1izKlSuXr21Gjx5NZGSk5XlSUpIK7VtQ+RrhnDX5U9Y4l6MvuXI7ByQSERERERGxnc1F9rPPPsuaNWvo0KEDZcuWvaHFzq4qV64czs7OJCQkWLUnJCRQsWLFHOMPHTrE0aNH6dGjh6Xt6urmLi4u7Nu3jxo1alht4+7ujru7+w1nlELi7ELiHW/hs/YZ3EzZluad1OH2Hk86MJiIiIiIiEj+2Vxkz58/n++//57u3bvf9Iu7ubnRpEkTVq9ezb333gtcKZpXr17N8OHDc4wPCwvjjz+sr9t97bXXuHTpEtOmTdMZ6iKudof+xFW5jeO/zILUs2RWaU2cEUj9UqUcHU1ERERERCRfbC6y/f39c5wtvhmRkZEMHDiQ8PBwmjVrxtSpU0lJSbGsNj5gwACCgoKYMGECHh4e3HbbbVbbly5dGiBHuxRNgaENCQz9CIDMzEyioqIcnEhERERERCT/bC6y33jjDcaOHcvcuXPx8vK66QAPPvggZ86cYcyYMcTHx9OoUSNWrlxpWQwtNjYWJyeb12cTERERERERKXQ2F9nTp0/n0KFDBAQEEBISkmPhs507d9ocYvjw4blODwdYu3btNbedN2+eza8nIiIiIiIiUhBsLrKvXjstIiIiIiIiItZsKrKzsrIwmUwMGTKEypUrF1QmERERERERkSLJpoudXVxceO+998jKyiqoPCIiIiIiIiJFls0rit15552sW7euILKIiIiIiIiIFGk2X5PdtWtXXn75Zf744w+aNGmCt7e3VX/Pnj3tFk5ERERERESkKLG5yB42bBgAU6ZMydFnMpnIzs6++VQiIiIiIiIiRZDNRbbZbC6IHCIiIiIiIiJFns3XZIuIiIiIiIhI7m6oyF63bh09evQgNDSU0NBQevbsyYYNG+ydTURERERERKRIsbnI/uqrr4iIiMDLy4tnn32WZ599Fk9PTzp27MjChQsLIqOIiIiIiIhIkWDzNdlvv/02kyZNYuTIkZa2Z599lilTpjB+/Hj69etn14AiIiIiIiIiRYXNZ7IPHz5Mjx49crT37NmTI0eO2CWUiIiIiIiISFFkc5FdpUoVVq9enaN91apVVKlSxS6hRERERERERIoim6eLP//88zz77LPExMTQqlUrADZt2sS8efOYNm2a3QOKiIiIiIiIFBU2n8l+6qmnWLRoEX/88QfPPfcczz33HH/++Sdff/01TzzxREFkFBERERERsbv169fTo0cPKlWqhMlkYunSpdfdJj09nVdffZXg4GDc3d0JCQlhzpw5lv6//vqL+++/n5CQEEwmE1OnTs11Px9//DEhISF4eHjQvHlztm7daqejEkez+Uw2QK9evejVq5e9s4iIiIiIiBSalJQUGjZsyJAhQ7jvvvvytU2fPn1ISEhg9uzZhIaGEhcXh9lstvSnpqZSvXp1evfubbVY9D99/fXXREZGMnPmTJo3b87UqVPp3Lkz+/bto0KFCnY5NnGcGyqyATIyMjh9+rTVBwqgatWqNx1KRERERESkoHXt2pWuXbvme/zKlStZt24dhw8fxt/fH4CQkBCrMU2bNqVp06YAvPzyy7nuZ8qUKQwdOpTBgwcDMHPmTFasWMGcOXPy3EaKDpunix84cIC2bdvi6elJcHAw1apVo1q1aoSEhFCtWrWCyCgiIiIiIuJwy5YtIzw8nEmTJhEUFEStWrUYNWoUly9fzvc+MjIy2LFjBxEREZY2JycnIiIi2LJlS57bpaenk5SUZPWQW5PNZ7IHDRqEi4sLy5cvJzAwEJPJVBC5REREREREbimHDx9m48aNeHh4sGTJEhITExk2bBhnz55l7ty5+dpHYmIi2dnZBAQEWLUHBASwd+/ePLebMGEC48aNu6n8UjhsLrJjYmLYsWMHYWFhBZFHRERERETklmQ2mzGZTCxYsAA/Pz/gytTvBx54gE8++QRPT88Ce+3Ro0cTGRlpeZ6UlKRbKN+ibC6y69atS2JiYkFkERERERERuWUFBgYSFBRkKbAB6tSpg2EYnDhxgpo1a153H+XKlcPZ2ZmEhASr9oSEBCpWrJjndu7u7ri7u994eCk0Nl+TPXHiRF588UXWrl3L2bNndV2AiIiIiIiUCK1bt+bUqVMkJydb2vbv34+TkxOVK1fO1z7c3Nxo0qQJq1evtrSZzWZWr15Ny5Yt7Z5ZCp/NZ7KvXqDfsWNHq3bDMDCZTGRnZ9snmYiIiIiISAFKTk7m4MGDludHjhwhJiYGf39/qlatyujRozl58iRffPEFAP369WP8+PEMHjyYcePGkZiYyAsvvMCQIUMsU8UzMjLYvXu35eeTJ08SExNDqVKlCA0NBSAyMpKBAwcSHh5Os2bNmDp1KikpKZbVxqVos7nIXrNmTUHkEBERERERKVTbt2+nQ4cOludXr3keOHAg8+bNIy4ujtjYWEt/qVKliI6O5plnniE8PJyyZcvSp08f3nrrLcuYU6dO0bhxY8vzyZMnM3nyZNq1a8fatWsBePDBBzlz5gxjxowhPj6eRo0asXLlyhyLoUnRZHOR3a5du4LIISIiIiIiUqjat2+PYRh59s+bNy9HW1hYGNHR0XluExIScs19XjV8+HCGDx+er5xStNh8TbaIiIiIiIiI5E5FtoiIiIiIiIidqMgWERERERERsRMV2SIiIiIiIiJ2ckNFdlZWFqtWreLTTz/l0qVLADnuFyciIiIiIiJS0ti8uvixY8fo0qULsbGxpKenc9ddd+Hj48PEiRNJT09n5syZBZFTRERERERE5JZn85nsESNGEB4ezvnz5y03XAfo1asXq1evtms4ERERERERkaLE5jPZGzZsYPPmzbi5uVm1h4SEcPLkSbsFExERERERESlqbD6TbTabyc7OztF+4sQJfHx87BJKREREREREpCiyucju1KkTU6dOtTw3mUwkJyczduxYunXrZs9sIiIiIiIiIkWKzdPF33//fTp37kzdunVJS0ujX79+HDhwgHLlyvGf//ynIDKKiIiIiIiIFAk2F9mVK1fmt99+Y9GiRfz+++8kJyfz6KOP0r9/f6uF0ERERERERERKGpuLbAAXFxcefvhhe2cRERERERERKdJsLrK/+OKLa/YPGDDghsOIiIiIiIiIFGU2F9kjRoywep6ZmUlqaipubm54eXmpyBYREREREZESy+bVxc+fP2/1SE5OZt++fbRp00YLn4mIiIiIiEiJZnORnZuaNWvy7rvv5jjLLSIiIiIiIlKS2KXIhiuLoZ06dcpeuxMREREREREpcmy+JnvZsmVWzw3DIC4ujo8++ojWrVvbLZiIiIiIiIhIUWNzkX3vvfdaPTeZTJQvX54777yT999/3165RERERERERIocm4tss9lcEDlEREREREREijy7XZMtIiIiIiIiUtLl60x2ZGRkvnc4ZcqUGw4jIiIiIiIiUpTlq8jetWtXvnZmMpluKoyIiIiIFH8XL2eyec1y/E6spWyZMrgbVRwdSUTEbvJVZK9Zs6agc4iIiIhICfDXqYvs/Www97P6SsMpqI4zmaG+uN7e27HhRETsQNdki4iIiEih+fbrL/4usP+fK9k4RUVC5mUHpRIRsR+bVxcH2L59O9988w2xsbFkZGRY9S1evNguwURERESkeElMTqf62XW5/gXqkZUERzdBzYjCDyYiYkc2n8letGgRrVq1Ys+ePSxZsoTMzEz++usvfvnlF/z8/Aoio4iIiIgUA65OTmRe6xyPi1vhhRERKSA2F9nvvPMOH3zwAT/88ANubm5MmzaNvXv30qdPH6pWrVoQGUVERESkGPDzcuVE5e659qV4VITg1oWcSETE/mwusg8dOkT37lf+5+jm5kZKSgomk4mRI0fy2Wef2T2giIiIiBQfj/d9gM88hpBhOFvaLpj8cO0zD5yc895QRKSIsPma7DJlynDp0iUAgoKC+PPPP6lfvz4XLlwgNTXV7gFFREREpPgI9PNk6EtT2P7nExiHfiGoQjl2JjjRpUq4o6OJiNiFzUX2HXfcQXR0NPXr16d3796MGDGCX375hejoaDp27FgQGUVERESkGDGZTDStHwb1w8jMzMQcFeXoSCIidpPvIvvPP//ktttu46OPPiItLQ2AV199FVdXVzZv3sz999/Pa6+9VmBBRURERERERG51+S6yGzRoQNOmTXnsscd46KGHAHBycuLll18usHAiIiIiIiIiRUm+Fz5bt24d9erV4/nnnycwMJCBAweyYcOGgswmIiIiIiIiUqTku8hu27Ytc+bMIS4ujg8//JCjR4/Srl07atWqxcSJE4mPjy/InCIiIiIiIiK3PJtv4eXt7c3gwYNZt24d+/fvp3fv3nz88cdUrVqVnj17FkRGERERERERkSLB5iL7n0JDQ3nllVd47bXX8PHxYcWKFfbKJSIiIiIiIlLk2HwLr6vWr1/PnDlz+P7773FycqJPnz48+uij9swmIiIiIiIiUqTYdCb71KlTvPPOO9SqVYv27dtz8OBBpk+fzqlTp5g1axYtWrS4oRAff/wxISEheHh40Lx5c7Zu3Zrn2FmzZtG2bVvKlClDmTJliIiIuOZ4kSLNMHBJ/IudX73C2kXvcyL+jKMTiYiIiIjINeT7THbXrl1ZtWoV5cqVY8CAAQwZMoTatWvfdICvv/6ayMhIZs6cSfPmzZk6dSqdO3dm3759VKhQIcf4tWvX0rdvX1q1aoWHhwcTJ06kU6dO/PXXXwQFBd10HpFbRlYGcTPvpfu5TZamM3umsaLtHLpHRDgwmIiIiIiI5CXfZ7JdXV357rvvOHHiBBMnTrRLgQ0wZcoUhg4dyuDBg6lbty4zZ87Ey8uLOXPm5Dp+wYIFDBs2jEaNGhEWFsbnn3+O2Wxm9erVdskjcqs4t34mVf9RYAOUN10kcP3LnE5Kc1AqERERERG5lnwX2cuWLeOee+7B2dnZbi+ekZHBjh07iPjHWTknJyciIiLYsmVLvvaRmppKZmYm/v7+dsslcitI/31Jru23Ox1gw64/CzmNiIiIiIjkxw0vfGYPiYmJZGdnExAQYNUeEBDA3r1787WPl156iUqVKlkV6v+Unp5Oenq65XlSUtKNBxYpRIYp7y+07Plll4iIFF2xxw6Tee4YZKWDq6uj44iICDd5Cy9He/fdd1m0aBFLlizBw8Mj1zETJkzAz8/P8qhSpUohpxS5MV6398m1/VdzPe5oXK+Q04iIyK3kUOxJNr3TlZAvm/PAsddJmViHo9EzHR1LRERwcJFdrlw5nJ2dSUhIsGpPSEigYsWK19x28uTJvPvuu/z88880aNAgz3GjR4/m4sWLlsfx48ftkl2koJVu/ShHK3WzajtmBJDaZQr+3m4OSiUiIo6WkWXm6LzHaJ2xGWeTAUBpkqi66WWS965xcDoREXHodHE3NzeaNGnC6tWruffeewEsi5gNHz48z+0mTZrE22+/zU8//UR4ePg1X8Pd3R13d3d7xhYpHE7OBA3+ghWLZlDBPZV0r0rUa/cAd/p4OTqZiIg40Kbf9tAu+1cwWbc7YXBm3aeUCutQ4Bn+OHGRqD/j8Mk4w71O66l34jdM+01Q525wKtITJUVEbppDi2yAyMhIBg4cSHh4OM2aNWPq1KmkpKQwePBgAAYMGEBQUBATJkwAYOLEiYwZM4aFCxcSEhJCfHw8AKVKlaJUqVIOOw6RgpLlG0yjbt1w1bV2IiICpFw4g4vJnGufc+qZAn/9aasO8MGq/bR0+ovPXSfjbfr/tW++/Qlq3Al9vwYXzbgSkZLL4V81Pvjgg0yePJkxY8bQqFEjYmJiWLlypWUxtNjYWOLi4izjZ8yYQUZGBg888ACBgYGWx+TJkx11CCIiIiKFps5tjYgzcr+riqnaHQX62ofOJDN19X7A4B2Xz/8usC0DfoGYBQWaQUTkVufwM9kAw4cPz3N6+Nq1a62eHz16tOADiYiIFEdZ6WRumcHZrd8SeimNL/ZvwKn54zzcOhRXZ4d/7y75VCOgNN9WG8F9R96wXJMNEO9ahSqdninQ1/5lz2kMA0JNJ6nmlJD7oH0/QvjgAs0hInIruyWKbBERESl4xqJ+uB5cRUWgIlAv5SA/R+/k2dj3mPFwE0fHExv0HvQcm9bVgW2zcU+Nwy20PfXujQSvMgX6uu6uV76MSecalzC55n7HFxGRkkJfW4uIiJQERzZgOrgqR3Mn5x3E/7WB345fKPxMclNat+tMsxELONlwFHV6j8G5gAtsgG71A3F3ceK4EcB2c63cBzV4qMBziIjcylRki4iIlAQntuXZ1cjpIDEqsiUfypVyZ3rfxvi4uzAy8ykOmitZ+gyTM7SJhLBu19iDyK1l/fr19OjRg0qVKmEymVi6dOl1t0lPT+fVV18lODgYd3d3QkJCmDNnjtWYb7/9lrCwMDw8PKhfvz5RUVFW/YMGDcJkMlk9unTpYs9DEwfSdHEREZGSwK9Knl2njHK0Ku1ZiGGkKOtcryJtXinHhgNnOEQXAp3+Ys/WX2jY40lcywY7Op6ITVJSUmjYsCFDhgzhvvvuy9c2ffr0ISEhgdmzZxMaGkpcXBxm898r/m/evJm+ffsyYcIE7r77bhYuXMi9997Lzp07ue222yzjunTpwty5cy3Pddvh4kNFtoiISElQpweGbxCmpJNWzUfNARwq04YOtcs7KJgURd7uLnS5LRCAzMzynDyQSkPfStfZSuTW07VrV7p27Zrv8StXrmTdunUcPnwYf/8rq/yHhIRYjZk2bRpdunThhRdeAGD8+PFER0fz0UcfMXPmTMs4d3d3KlasePMHIbccTRcXEREpCVw9MA38gdTKbQAwGybWm+vzYeX3mPdYK1y0uriIyHUtW7aM8PBwJk2aRFBQELVq1WLUqFFcvnzZMmbLli1ERERYbde5c2e2bNli1bZ27VoqVKhA7dq1eeqppzh79uw1Xzs9PZ2kpCSrh9yadCZbRESkpChbA6/HVpCZdJqlP67izq73coevl6NTiYgUGYcPH2bjxo14eHiwZMkSEhMTGTZsGGfPnrVM/Y6PjycgIMBqu4CAAOLj4y3Pu3Tpwn333Ue1atU4dOgQr7zyCl27dmXLli04Ozvn+toTJkxg3LhxBXdwYjcqskVEREoazzK4eXjj63mN2zCJiEgOZrMZk8nEggUL8PPzA2DKlCk88MADfPLJJ3h65m99i4ce+nsV/vr169OgQQNq1KjB2rVr6dixY67bjB49msjISMvzpKQkqlTJe70NcRzNDRMREREREcmHwMBAgoKCLAU2QJ06dTAMgxMnTgBQsWJFEhISrLZLSEi45vXX1atXp1y5chw8eDDPMe7u7vj6+lo95NakIltERERERCQfWrduzalTp0hOTra07d+/HycnJypXrgxAy5YtWb16tdV20dHRtGzZMs/9njhxgrNnzxIYGFgwwaVQqcgWEREREZESKTk5mZiYGGJiYgA4cuQIMTExxMbGAlemaA8YMMAyvl+/fpQtW5bBgweze/du1q9fzwsvvMCQIUMsU8VHjBjBypUref/999m7dy9vvPEG27dvZ/jw4ZbXfOGFF/j11185evQoq1ev5p577iE0NJTOnTsX7hsgBUJFtoiIiIiIlEjbt2+ncePGNG7cGIDIyEgaN27MmDFjAIiLi7MU3AClSpUiOjqaCxcuEB4eTv/+/enRowfTp0+3jGnVqhULFy7ks88+o2HDhnz33XcsXbrUco9sZ2dnfv/9d3r27EmtWrV49NFHadKkCRs2bNC9sosJLXwmIiIiIiIlUvv27TEMI8/+efPm5WgLCwsjOjr6mvvt3bs3vXv3zrXP09OTn376yaacUrToTLaIiIiIiIiInajIFhEREREREbETFdkiIiIiIiIidqIiW0RERERERMROVGSLiIiIiIiI2ImKbBERERERERE7UZEtIiIiIiIiYicqskVERERERETsxMXRAUREREQKk/nCCY4cOURGmVBHRxERkWJIRbaIiIiUDOmXOLvgMUrH/kwNzCQZXkQ73cfB8DuoE1TG0elERKSY0HRxERERKRHS/juSsrErccYMgK8plWeNr5g371Oyss0OTiciIsWFimwREREp/tIu4rpnSa5dd6WtZMOBxEIOJCIixZWKbBERESn+0i/hbGTl2lXWdInE5PRCDiQiIsWVimwREREp/nyDuOwTkmvXFnNdWtYoW7h5RESk2FKRLSIiIsWfyYTH3e+S9a81X4+YA8gIf4LKZbwcFExERIobrS4uIiIiJYKpdldMT6zl8E8fcul0LMc863HAK5xnuzd3dDQRESlGVGSLiIhIieEcWJ/qgz4DoG5mJkZUlIMTiYhIcaPp4iIiIiIiIiJ2oiJbRERERERExE5UZIuIiIiIiIjYiYpsERERERERETvRwmciIoUsOzubzMxMm7fLzMzExcWFtLQ0srOzi9z2t0KG4nAMN7sPV1fXG3pNERERyR8V2SIihSghIYFLly7d0LaGYVCxYkWOHz+OyWQqctvfChmKwzHYYx8+Pj439LoiIiJyfSqyRUQKiY+PD0lJSQQEBODl5WVzcWQ2m0lOTqZUqVI4Odl+tY+jt78VMhSHY7iZfRiGQWpqKgkJCSq0RURECoiKbLGvrHTMfy7m1O/rST1l8LlzBe5u1ZAq/l6OTibiUNnZ2fj4+FC+fHnKli17Q/swm81kZGTg4eFxw8WdI7e/FTIUh2O42X14enpiNptJSUkhOzu78KePJ53i1LEDxLtWIctcuC8tIiJSGFRk29Ghg/tJPfUnlYLrODqKY1y+gDHvbpwS/iAYCAYubFvGoC2v8XT/+7mrboCjE4o4TFZWFk5OTnh56QsncTwvLy+cnJzIysoqvBfNSCXt+6dw27eMSpgpbbiz2dydpZUb0btpcOHlEBERKWAqsu3gbFIqO2Y+xp0pP+JiMmM2TFTxaAqd7oSStMDMlo8wJfxh1VTalMKrznN5ekktOtQuj4uzFrSXkskwDIAbvgZXxJ6ufg6vfi4Lxc+v4rFvqeWplymd4c6LGbm0InUqvcxtQX6Fl0VERKQAqeKxg9Xz3qBT6gpcTFfmvTmZDG5P38qJ7191cLJCtn9lrs1NnfaTduksv5+8WMiBRETklpCVjjnmP7l2PeT8C19vO17IgURERAqOiuyblJicTqPE5bn2VTj8fSGncTBX71ybMwxnMnHBy825kAOJiD20b9+e5557ztEx7M5kMrF06VJHx8hh3rx5lC5d2tEx7CvzMk5Zl3PtKsMlzqVmFHIgEbG37H0/c/qjTrTe9Sw73unIp/PnE38xzdGxRBxCRfZNSk7LwseU+x8OnuZUKMypeI7W8MFcm38yN6V6pQqEVfQt5EAiUhLcqsVyYVq8eDGdOnWibNmymEwmYmJiHB3JmmdpzBUb5tq1yXwbbULLFXIgEbGrPT9g+k8fgi7upBwXaGH8xpDDI3n7489ISst0dDqRQqci+yYFl/Vil+vtufYdL9McStL1l7cPgvAhmP/xsdpmrsVs36f5sG9jx+USKWayzQZbDp3lvzEn2XLoLNnmW/vLPMMwCneBrRIoJSWFNm3aMHHiREdHyZNTl3fIcvKwajthlGNDhf70ahzkoFQiYg8Zv7yLE9b/Frmasnnw8iK+33HCQalEHEdF9k0ymUz4dx/DKcP6ljwXKUXpHu84KJWDODnB3R/gNGIX57t9yqyAcaQ/vJzFz/egevlSjk4nUiys3neWtpPW0nfWr4xYFEPfWb/SZuIvrPwzrtAyfPnll4SHh+Pj40PFihXp168fp0+ftvSvXbsWk8nEjz/+SJMmTXB3d2fjxo1cunSJhx9+mKCgIIKCgvjggw9yTEVPT09n1KhRBAUF4e3tTfPmzVm7dm2eWUJCQgDo1asXJpPJ8hxgxowZ1KhRAzc3N2rXrs2XX355zeMaO3YsgYGB/P777wC89NJL1KpVCy8vL6pXr87rr79OZubfZ2TGjRtHo0aNmDNnDlWrVqVUqVIMGzaM7OxsJk2aRMWKFalQoQJvv/221et88MEHtGrVCh8fH6pUqcKwYcNITk7OM9eZM2cIDw+nV69epKen5zrmkUceYcyYMURERFzzGB0qpA0uwzZxut6j/OXbliVlhjCr4ptMe6wzHq66nEjEYczZsGk6adOa0WrXCFa88yAvzP6R345fyPcuXBN359pexymWPXFJdgoqUnRodXE7aNG4IbHl1/PLzzPxubgPt/KhxLqG0aVKfUdHc4wyIZRqHESFuCiaV/PHyakEnc0XKUAr/4xn1JK9/Pu8dfzFNJ76aiczHr6dLrcFFniOzMxMxo8fT+3atTl9+jSRkZEMGjSIqKgoq3Evv/wykydPpnr16pQpU4bIyEg2b97MwoULqVatGm+88QY7d+6kUaNGlm2GDx/O7t27WbRoEZUqVWLJkiV06dKFP/74g5o1a+bIsm3bNipUqMDcuXPp0qULzs5XirUlS5YwYsQIpk6dSkREBMuXL2fw4MFUqlSJJk2aWO3DMAyeffZZli9fzoYNGwgNDQXAx8eHefPmUalSJf744w+GDh2Kj48Po0aNsmx76NAhfvzxR1auXMmhQ4d44IEHOHz4MLVq1WLdunVs3ryZIUOGEBERQfPmzQFwcnJi4sSJ1KtXj6NHjzJs2DBefPFFPvnkkxzHd/z4ce666y5atGjB7NmzLcdXZJULpULvKVQAamVm4hQVpQJbxNGWPwc7v8AH8AHuNVYTHvsbvT6byLyn7qJepeuv/J/pVw23C4dytB8xAqlWTidapORRkW0nVStXpuqQt4Arf4Ae/dcfmyIiNyPbbPDm8j05CmwAAzAB437YzV11K+JcwF9sDRkyBCenKxOhqlevzvTp02natCnJycmUKvX3H1Nvvvkmd911FwCXLl1i/vz5fPXVV7Rr1w5fX1/mzp1LpUqVLONjY2OZO3cusbGxlvZRo0axcuVK5s6dyzvv5JwdVL58eQBKly5NxYoVLe2TJ09m0KBBDBs2DIDIyEh+/fVX3n//fRYuXGgZl5WVxcMPP8yuXbvYuHEjQUF/T1t+7bXXLD+HhIQwatQoFi1aZFVkm81m5syZg4+PD3Xr1qVDhw7s27ePqKgonJycqF27NhMnTmTNmjWWInvEiBEkJSXh6+tL9erVeeutt3jyySdzFNn79u3jrrvuolevXkydOlW3fxMR+7t4AmPXV/z7/y6VTYn0MK9l5roa+brkz61dJPz36RztC1x68Vp4ZTuFFSk6VGSLiBQBW4+cIz4p71VaDSDuYhpbj5yjZY2yeY6zhx07dvDmm2/y22+/cf78eczmK7cvjI2NpW7dupZx4eHhlp8PHz5MZmYmzZo1s7T5+flRu3Zty/M//viD7OxsatWqZfV66enplC1r2zHt2bOHxx9/3KqtdevWTJs2zapt5MiRuLu78+uvv1KunPXiW19//TXTp0/n0KFDJCcnk5WVha+v9QKOISEh+Pj4WJ4HBATg7Oxs+RLiats/p9OvWrWKt99+m4MHD5KUlERWVhZpaWmkpqbi5eUFwOXLl2nbti39+vVj6tSpNh27iEi+nd6DyTDn2lXHdIz1+Z3q3fhhMrKyubRqEmXTT7DPXIVfAgYy7IEnKVvK3Y6BRYoGXZMtIlIEnL6Uv9ug5HfcjUpJSaFr1674+vqyYMECtm3bxpIlSwDIyLC+DZO3d+639ctLcnIyzs7O7Nixg5iYGMtjz549OYpje7nrrrs4efIkP/30k1X7li1b6N+/P926dWP58uXs2rWLV199Nccxurq6Wj03mUy5tl39IuLo0aP07NmTevXq8e2337Jjxw4+/vhjwPr9c3d3t0xzP3nypN2OV0TEin/1PLuuTPXO///H3ZoOxHdUDP9tNI9qr+3kqadfoGaAz/U3FCmGVGSLiBQBFXw8rj/IhnE36sCBA5w9e5Z3332Xtm3bEhYWZnWWNi/Vq1fH1dWVbdu2WdouXrzI/v37Lc8bN25MdnY2p0+fJjQ01Orxz6ng/+bq6kp2drZVW506ddi0aZNV26ZNm6hTp45VW8+ePVm4cCGPPfYYixYtsrRv3ryZ4OBgXn31VcLDw6lZsybHjh277nFez44dOzCbzbz11lu0aNGCWrVqcerUqRzjnJyc+PLLL2nSpAkdOnTIdYyIyE0rWwPq9MjRfNbw4TujA4/fkXcRnieTky5vkRJPRbaISBHQrJo/FX09clw3d5UJCPTzoFk1/wLNUblyZdzc3Pjwww85fPgwy5YtY/z48dfdzsfHh4EDB/LSSy+xYcMG/vrrLx599FGcnP7+Y6xWrVr079+fAQMGsHjxYo4cOcLWrVuZMGECK1asyHPfISEhrF69mvj4eM6fPw/ACy+8wLx585gxYwYHDhxgypQpLF68mOeffz7H9r169eLLL79k8ODBfPfddwDUrFmT2NhYFi1axKFDh5g+fbrljP3NCA0NJTMzk88++4zDhw/z5ZdfMnPmzFzHOjs7s2DBAho2bMidd95JfHx8nvs9d+4cMTEx7N59ZYXfffv2ERMTc81tREQAuG8WtHiadBcfsgwnfsluxJgyE5k4sCNNQwr23xSR4kpFtohIEeDsZGLM3VfOwv670L76fGyPugW+6Fm5cuWYM2cO3377LXXr1uXdd99l8uTJ+dp2ypQptGjRgoceeohOnTrRunVr6tSpg4fH32ff586dy4ABA3j++eepXbs29957L9u2baNq1ap57vf9998nOjqaKlWq0LjxlQV67r33XqZNm8bkyZOpV68en376KXPnzqV9+/a57uOBBx5g/vz5PPLIIyxevJiePXsycuRIhg8fTqNGjdi8eTOvv/56/t+oPDRs2JD333+fadOm0aBBAxYsWMCECRPyHO/i4sJ//vMf6tWrx5133pnnrIFly5bRuHFjunfvDsBDDz1E48aN8yzgRUQsXD2hyzs4vXSEFY3n0vq1aD5+rj8daldwdDKRIksLn4mIFBFdbqvI5F5hvLf6qNUiaBX9PBjbo26B3b7r6n2qr15X3LdvX/r37281xjD+Xve8ffv2Vs+v8vHx4auvvrKsrH358mXGjRtntUCZq6sr48aNY9y4cfnO16NHD3r0yDnd8amnnuKpp56yart6DP/ODNCnTx/69OljeT5p0iQmTZpkNea5556z7GPs2LE5cs6bNy9Hjn/f5/u5555jyJAh+Pr6WhZIe+SRRyz9gwYNYtCgQZbnLi4ufP/99zn2+0//3kZE5IaYTLr1qogdqMj+h99PXODHDb8SeugbTp38gkp1muPa7FHwLtiVekVE8qtj7bL0bBLC9mMXOH0pjQo+V6aIF/QZbHvYtWsXu3fvpm7dumRnZ/PWW1due3jPPfc4OJmIiIiI/ajI/n/fbj/OwsWL+dL1HUqZ0uA0cHoVxs45mB6NhtJVHB1RRAS4MnW8oG/TVVCmTJnCvn37cHNzo0mTJmzYsCHHrbNEioKU9CwyMzJxzboE5izA9brbiIhIyaAiG0jLzObtqD186rLwSoH9D6ZLcbD+Pej5f+ydd1gUydPHv7tEyQgSRCRIUJKiGFEBc8ZwRgxgDpjzz4hZ71BR78wCopjDeWJGAbOgiFkQUVBRMYGAIqHeP7idd5fdZQd2BfXm8zzzKD1TPT2zMz1dXdVV6yqpdRwcHBy/Bq6uroiNjWXcxYVzSXNw/Cykvs/FvL/voWryEUxWPoBOvAwUJs0FmowBPGYAXFRlDg4Ojv88nJIN4N7LTOTkfkFj9UeSD3h6oWIbxMHBwcHBwfHDkVdQiAHbrsE28wrWqP7FlCt9/QhELQP4fKDl9EpsIQcHBwfHjwBnRgCgp6GKAvCRRVUkH1CFS1/AwcHBwcHxX+f0/Td48fELhiqdlHzAtU2AUHA9Dg4ODo7/JpySDcDGSAsNLQ2xv9BT8gENhlRoezg4ODg4ODh+PF58zAUA1OBlSD4g9x2Qn1OBLeLg4ODg+BHhlOx/WT/AFRfMxuBQYXMUUPFtKeSrAe6TALehlds4Dg4ODg4OjkqnXg09AEAC1ZJ8gKE9oKZdcQ3i4ODg4Pgh4dZk/4uxjjp2j/HA41d1EXzmCHyaWUOjhjOgwbmKc3BwcHBwcADNbAzR3MYQfyV7ow3/lmiwVB4faDWnTPXlFRTh/Vcg70MaVLR0AE0u0j4HBwfHrwBnyS6BdTVNGOlXhYpVM07B5uDg4ADg6emJSZMmVXYzFA6Px8PRo0cruxlihISEQE9Pr7KbwSGFbUPc4N2uDWboBeK8qhfSlcxQUKstMOgo4MA+5/uWmGSMWbUNje7Ph9ZGV9DvNqBdvwFZr75f4zk4ODg4KgROyebg4ODg+Kn5UZXliiI/Px8zZ86Es7MzNDU1Ub16dQwePBivXnHK2vdAXUUJ47xs8NfkgWgx/QBuuCwH9dsDWHuwrmN/XBo2n7iOP4uWwIn/DADAA4H35CwQ3uc7tZyDg4ODo6LglGwODg4Oju8KEaGgoKCym/HLkpubi1u3bmHevHm4desWDh8+jMePH6Nbt26V3TQOKYReeYYeSpegw8sV3/n6LvD8SsU3ioODg4NDYXBKNgcHB8fPRlEhkHIRuHuw+N+iwgo9fVhYGNzc3KCtrQ0TExMMGDAAb9++ZfZHRUWBx+Ph5MmTaNCgAdTU1HDp0iV8/vwZAwcOhJmZGczMzLBmzRoxV/S8vDxMmzYNZmZm0NTUROPGjREVFSW1LZaWlgCAHj16gMfjMX8DwMaNG1GrVi2oqqrC3t4eYWFhpV7XggULYGpqijt37gAAZs6cCTs7O2hoaMDa2hrz5s1Dfn4+c3xAQADq1auHHTt2oGbNmtDS0sLYsWNRWFiIVatWwcTEBEZGRli6dKnIedasWYNmzZpBW1sb5ubmGDt2LLKzs6W2KyMjA25ubujRowfy8vLE9uvq6uLs2bPo06cP7O3t0aRJE2zYsAE3b95EampqqdfMUTm8yfoKU94H6QdwLuMcHBwcPzU/hJL9559/wtLSEurq6mjcuDFu3LhR6vEHDhxA7dq1oa6uDmdnZ5w4caKCWsrBwcFRuag8OQneOhcgtAtwaFjxv2udgAfHKqwN+fn5WLx4MRISEnD06FE8e/YMvr6+YsfNmjULK1aswMOHD+Hi4oIpU6bgypUrCA8Px+nTp3Hx4kXcunVLRMbf3x9Xr17F3r17cefOHfTu3RsdOnRAUlKSxLbExsYCAIKDg5Gens78feTIEUycOBFTp07FvXv3MGrUKPj5+eHChQtidRARxo8fj507d+LixYtwcXEBAGhrayMkJAQPHjxAUFAQtm7dijVr1ojIJicn4+TJkzh16hT27NmD7du3o3Pnznjx4gWio6OxcuVKzJ07F9evX2dk+Hw+Vq5cibt37yI0NBTnz5/HjBkzJF5fWloaWrRoAScnJxw8eBBqampSfhVRMjMzwePxvuva7k/vXyH+5A68fsBZXctK/Zr6iCuyk7yTxwdqNKzYBv2s5GUD9w6j4PY+PH6bjSPxr/D281fZchwcQsTExKBr166oXr066+VHeXl5mDNnDiwsLKCmpgZLS0vs2LFD5BhZ+goRYf78+TA1NUWVKlXQpk0bqd+6/wLP3uXgWMIr3Er9WNlNUQiVHl183759mDJlCjZt2oTGjRtj7dq1aN++PR4/fgwjIyOx469cuYL+/ftj+fLl6NKlC8LDw9G9e3fcunULTk5OlXAFHBwcHBXEw3+gcXwMABItz0oH9g8G+uwEHL6/i/DQoUPB5xfP0VpbW2PdunVo2LAhsrOzoaWlxRy3aNEitG3bFgDw+fNnhIaGYteuXfDw8ICOjg6Cg4NRvXp15vjU1FQEBwcjNTWVKZ82bRpOnTqF4OBgLFu2TKwt1apVAwDo6enBxMSEKf/jjz/g6+uLsWPHAgCmTJmCa9euITAwEOHh4cxxBQUFGDhwIOLj43Hp0iWYmZkx++bOncv839LSEtOmTcPevXsxbdo0pryoqAg7duyAtrY2HBwc4OXlhcePH+PEiRPg8/mwt7fHypUrceHCBTRu3BgAMHHiRGRlZUFHRwfW1tZYsmQJRo8ejb/++kvk2h4/foy2bduiR48eWLt2LXg8Hqvf5+vXr5g5cyb69+8PHR0dVjJlIeNTNu5vHIAhedFAKoBbwFNNV1j5HwWvip7Cz/crMqmNHfo9aYwbRfZoxH8surPhCEDfonIa9jPx5BxwYCiQl4kqACaSCuY/88Wcv1thZofaGN7CurJbyPGTkJOTg7p162Lo0KHo2bMnK5k+ffrgzZs32L59O2xsbJCeno6ioiJmPxt9ZdWqVVi3bh1CQ0NhZWWFefPmoX379njw4AHU1dW/y7X+iBQWEWYfvoMDN1+A/h3eNLDQx7bBbtDXVK3cxslBpVuyV69ejREjRsDPzw8ODg7YtGkTNDQ0xGaDBAQFBaFDhw6YPn066tSpg8WLF6N+/frYsGFDBbecg4ODowIpKgTv9CwABHFV69+v0qlZFeI6fvPmTXTt2hU1a9aEtrY2PDyKAz6VdE12c3Nj/v/06VPk5+ejUaNGTJmuri7s7e2Zv+/evYvCwkLY2dlBS0uL2aKjo5GcnFymNj58+BDu7u4iZe7u7nj06JFI2eTJk3H9+nXExMSIKNhA8SSwu7s7TExMoKWlhblz54pdo6WlJbS1/z8vsrGxMRwcHJhJCEGZsDv9uXPn4O3tDXNzc2hra2PQoEF4//49cnP/f33uly9f0KJFC/Ts2RNBQUGsFez8/Hz06dMHRISNGzeykikrF3cugGdetEiZdU48noZP+S7n+xVxqK6Dw/4eOOa0Hhv5A5BcxQXZNVoCPTYDHVdWdvN+fL7lMAq2ADVePpYpb4Np0WssiXiIey8zS6mAg+P/6dixI5YsWYIePXqwOv7UqVOIjo7GiRMn0KZNG1haWqJp06Yi3xxZ+goRYe3atZg7dy68vb3h4uKCnTt34tWrV/+5QJ5hV59hf9z/K9gAcPP5Ryz8537lNUoBVKqS/e3bN9y8eRNt2rRhyvh8Ptq0aYOrV69KlLl69arI8QDQvn17qcfn5eUhKytLZOPg4OD46Xh+BbysVxIUbAEEZL387gGTcnJy0LFjR+jo6GD37t2IjY3FkSNHABT36cJoamqWqe7s7GwoKSnh5s2buH37NrM9fPgQQUFBCrsGYdq2bYuXL1/i9OnTIuVXr16Fj48POnXqhOPHjyM+Ph5z5swRu0YVFRWRv3k8nsQygYXj2bNn6NatGxwdHXHgwAHcvHkTf/75JwDR+6empoY2bdrg+PHjePnyJatrESjYz58/x9mzZ7+LFfvz13w4vTslcV+NtOOAkCWHo3RsjLSwoEd9VK/bATWnnIfW8H+Auv0AlhMq/2mSzogo2AKUeISu/OLx4D8J3Lp2ju/DsWPH4ObmhlWrVsHMzAx2dnaYNm0avnz5whwjS19JSUnB69evRY7R1dVF48aNpeo0wK+p1xy5LfldPXE3HV/zKzbmjCKpVCX73bt3KCwshLGxsUi5sbExXr9+LVHm9evXZTp++fLl0NXVZTZzc3PFNJ6Dg4OjIsl+o9jjyklSUhLev3+PFStWoEWLFqhdu7aIlVYa1tbWUFFRYdZMA8XrhhMTE5m/XV1dUVhYiLdv38LGxkZkE3YFL4mKigoKC0U/xHXq1MHly5dFyi5fvow6deqIlHXr1g3h4eEYPnw49u7dy5RfuXIFFhYWmDNnDtzc3GBra4vnz5/LvE5Z3Lx5E0VFRViyZAmaNGkCOzs7iam2+Hw+wsLC0KBBA3h5eclMxyVQsJOSknDu3DkYGBjI3VaJ5ykkqOGbxH3KyAeIU7I5KoDCfKm7VHnFmQy+FXLPIsf34enTp7h06RLu3buHI0eOYO3atTh48CCzPAmQra8I/i2LTgP8mnrN12+SFen8QkJBEUnc9zNQ6e7i35vZs2cjMzOT2dLS0iq7SRwcHBxlR8tY9jFlOa6c1KhRA6qqqli/fj2ePn2KY8eOYfHixTLltLW1MWTIEMycORMXL17E/fv3MWzYMPD5fMYV2s7ODj4+Phg8eDAOHz6MlJQU3LhxA8uXL0dERITUui0tLREZGYnXr1/j48figCnTp09HSEgINm7ciKSkJKxevRqHDx/G1KlTxeR79OiBsLAw+Pn54eDBgwAAW1tbpKamYu/evUhOTsa6desYi7082NjYID8/H1u2bMHTp08RFhaGTZs2STxWSUkJu3fvRt26ddGqVSupA6/8/Hz89ttviIuLw+7du1FYWIjXr1/j9evXYpZ3eamqqYo7mk0l7kut2gxQqvRQLxz/BWzaAMqS16yeKiwOGtfOQfrEHAeHPBQVFYHH42H37t1o1KgROnXqhNWrVyM0NFTEmv09+BX1mtZ1xGNwAUBTawNoqf2835RKVbINDQ2hpKSEN29ELS9v3ryRarUwMTEp0/FqamrQ0dER2Tg4ODh+OiyagXSqS1yRXQwP0DEDLJp912YYGhpix44dOHDgABwcHLBixQr88ccfrGRXr16NJk2aoF+/fmjXrh3c3d1Rp04dkQAvwcHBGDx4MKZOnQp7e3t0794dsbGxqFmzptR6AwMDcfbsWZibm8PV1RUA0L17dwQFBeGPP/6Ao6MjNm/ejODgYHh6ekqs47fffkNoaCgGDRqEw4cPo1u3bpg8eTL8/f1Rr149XLlyBfPmzWN/o6RQt25dBAYGIigoCC4uLti9ezeWL18u9XhlZWXs2bMHjo6OaNWqlUSvgZcvX+LYsWN48eIF6tWrB1NTU2a7ckXxywdsfgtAMmqIlH3g6cPoN3bPAQeH3GhUBTr9AfCURIrXF3THQ7LAkKYWaFrr+3hzcHCYmprCzMwMurq6TFmdOnVARHjx4gUA2fqK4N+y6DTAr6nXjPKoBQdT0euoqqmKBd0cKqlFiqFSpwdUVVXRoEEDREZGonv37gCKZ4ciIyPh7+8vUaZp06aIjIwUyat69uxZNG0qeWadg4OD45eArwRqvwK8A0NA4IEnEmH8X8W7wwqAryRRXB4EeaoF64r79+8PHx8fkWNIKGKJp6enyN8CtLW1sWvXLiay9pcvXxAQEICRI0cyx6ioqCAgIAABAQGs29e1a1d07dpVrHzMmDEYM2aMSJlw9NeSbezTpw/69OnD/L1q1SqsWrVK5JhJkyYxdSxYsECsnSEhIWLtKJnne9KkSRg6dCh0dHSYAGmDBg1i9vv6+oqkRFNWVsahQ4fE6hVgaWkp8X5/L+rUssIb/xjs3rkCtdQ+QsPUHrXbDYeqln6FtYGDA/UHAZbNgfuHkZn1GZueGIBv3wZHHU1Rz1yvslvH8Qvj7u6OAwcOiGTUSExMBJ/PR40axROQsvQVKysrmJiYIDIyEvXq1QMAZGVl4fr162LfrV8d3SoqODKuGU7efY2EF59grq+BnvXNoKfx80YWB36AFF5TpkzBkCFD4ObmhkaNGmHt2rXIycmBn58fAGDw4MEwMzNjZvonTpwIDw8PBAYGonPnzti7dy/i4uKwZcuWyrwMDg4Oju9Pna7I7bIRGjGLgCyhNbo61YsV7ApI3yUP8fHxePDgARwcHFBYWIglS5YAALy9vSu5ZRxlpaquDrRqNUeDTp3EAr1xcFQYVa2AFlOhkZ+P2gUn0Km1Dfc8cpSZ7OxsPHnyhPk7JSUFt2/fRtWqVVGzZk3Mnj0bL1++xM6dOwEAAwYMwOLFi+Hn54eAgAC8e/cO06dPx9ChQ1GlShUAsvUVHo+HSZMmYcmSJbC1tWVSeFWvXp0xPP6XUFNWQndXM3R3NZN98E9CpSvZffv2RUZGBubPn4/Xr1+jXr16OHXqFBMIIDU1VSQVSrNmzRAeHo65c+fif//7H2xtbXH06FEuRzYHB8d/gnybjqB6v4GXdq04yJmWcbGL+HewYH8PVq9ejcePHzOeTBcvXoShoWFlN4uDg4OD4z9KXFwcvLy8mL+nTClORzhkyBCEhIQgPT1dJH2jlpYWzp49i/Hjx8PNzQ0GBgbo06cPM3EMsNNXZsyYgZycHIwcORKfPn1C8+bNcerUqf9UjuxfmUpXsgHA399fqnt4STc7AOjduzd69+79nVvFwcHB8YPCVwKsWlR2K8qMq6srYmNjGXdx4QlUDg4ODg6OykDaEicBkpYB1a5dG2fPni21Xln6Co/Hw6JFi7Bo0SLWbeX4eeBGOBwcHBwcHBwcHBwcHBwcCoJTsjk4ODg4ODg4ODg4ODg4FASnZHNwcHBUAIJc0BUZBZqDQxqC51DwXHJwcHBwcHAoDk7J5uDg4KgAlJWVUVRUhNzc3MpuCgcHcnNzUVRUBGXlHyI0CwcHBwcHxy8F93Xl4ODgqACUlJTw+fNnZGRkgM/nQ0NDo8xWxKKiInz79g1fv34tV9Cwypb/EdrwK1yDPHUQEXJzc5GRkYHPnz9DSenniErPwcHBwcHxM8Ep2RwcHBwVxOfPn2FnZ4e3b9+WS56I8OXLF1SpUqVcbr6VLf8jtOFXuAZF1KGjo4OkpKRynZuDg4ODg4OjdDglm4ODg6MCMTY2hqmpKfLz88ssm5+fj5iYGLRs2RIqKio/nfyP0IZf4RrkrUNFRQVFRUXlOi8HBwcHBweHbDglm4ODg6OCUVJSKpebrpKSEgoKCqCurl4u5ayy5X+ENvwK16CIOjglm4ODg4OD4/vBBT7j4ODg4ODg4ODg4ODg4FAQnJLNwcHBwcHBwcHBwcHBwaEgOCWbg4ODg4ODg4ODg4ODg0NB/OfWZBMRACArK0vi/vz8fOTm5iIrK0uugDTy1PErtOFXuIYfoQ2/wjX8CG34Fa7hR2gDdw1cGxQlz7VBMfJcGxQjz7VBMfJs6hCMvwXjcQ75kKXXcCiWsjy//zkl+/PnzwAAc3PzSm4JBwcHBwcHBwcHx3+Pz58/Q1dXt7Kb8dPD6TWVA5vnl0f/samkoqIivHr1Ctra2hJzi2ZlZcHc3BxpaWnQ0dEp1znkreNXaMOvcA0/Qht+hWv4EdrwK1zDj9AG7hq4NihKnmuDYuS5NihGnmuDYuTZ1EFE+Pz5M6pXrw4+n1u1Ki+y9JofFUU8a5VBWZ7f/5wlm8/no0aNGjKP09HRkftHl7eOX6ENv8I1/Aht+BWu4Udow69wDT9CG7hr4NqgKHmuDYqR59qgGHmuDYqRl1UHZ8FWHGz1mh8VRTxrFQ3b55ebQuLg4ODg4ODg4ODg4ODgUBCcks3BwcHBwcHBwcHBwcHBoSA4JbsEampqWLBgAdTU1Cqtjl+hDb/CNfwIbfgVruFHaMOvcA0/Qhu4a+DaoCh5rg2KkefaoBh5rg2KkVdUHRy/Pv+F5+Q/F/iMg4ODg4ODg4ODg4ODg+N7wVmyOTg4ODg4ODg4ODg4ODgUBKdkc3BwcHBwcHBwcHBwcHAoCE7J5uDg4ODg4ODg4ODg4OBQEJySzcHBwcHBwcHBwcHBwSGRhQsXol69epXdDJn4+vqie/fuzN+enp6YNGlSpbSFU7I5OH4A1q1bh69fvwIAUlNTwcUj/O/yX3gWPn36VNlNYE1BQQEWLVqEFy9eVHZTODgqle/dN/1M/QIHx3+NadOmITIysrKbUWYOHz6MxYsXV8q5uejiCiQsLAybNm1CSkoKrl69CgsLC6xduxZWVlbw9vYWOz4rK4t13To6OqXur1mzJjw9PeHh4QFPT0/UqlWrzO1XBJGRkYiMjMTbt29RVFQksm/Hjh1ix9+5cwdOTk7g8/m4c+dOqXVraWnB3NwcKioqCm2zMMHBwejbty80NDTkristLQ0AYG5uLvNYZWVlvHr1CkZGRlBSUkJ6ejqMjIzkbkN5+PbtG44ePYqrV6/i9evXAAATExM0a9YM3t7eUFVVZV3X27dv8fjxYwCAvb0962s6ceIElJSU0L59e5Hy06dPo6ioCB07dmTdhri4ODx8+BAAUKdOHbi5ubGSO3/+PJo1awZ1dXXW5yqJtN/y/fv3MDIyQmFhoZjMj/QsAIC1tTViY2NhYGAgUv7p0yfUr18fT58+LVV+5cqVsLS0RN++fQEAffr0waFDh2BiYoITJ06gbt26Mtvw5csXEBHzXj5//hxHjhyBg4MD2rVrx/pa8vLyAKDMKUO0tbVx9+5dWFpalklOEk+ePEFycjJatmyJKlWqgIjA4/HkrvdnQp57kJqaCnNzc7HjiQhpaWmoWbOmzDqKiorw5MkTid+pli1bsr+QcjJlyhTWx65evfo7tqRsKLJvUkS/0KpVKxw+fBh6enoi5VlZWejevTvOnz9fqvyiRYtK3T9//nyJ5VlZWTLHZBXJhAkTYGNjgwkTJoiUb9iwAU+ePMHatWtLlU9JScHFixfx/Plz5Obmolq1anB1dUXTpk3L9P0rLCzEkSNHRL633bt3h7KycpmviePXJD8/n9UYnu1xkvD19cWnT59w9OjRcskrFOIQIScnhx4+fEgJCQkimyz++usvMjQ0pCVLllCVKlUoOTmZiIiCg4PJ09NTogyPxyM+n89qk0VYWBiNGDGCbG1ticfjUY0aNcjHx4e2bNlCiYmJMuVfv35NAwcOJFNTU1JSUirz+YmIFi5cSHw+nxo1akTe3t7UvXt3kU3aPXjz5o3I/eDxeFI3PT092rt3r0gdPXr0YL3JwsjIiLS1tWno0KF0+fJlVtctTH5+Ps2dO5d0dHSYe6ejo0Nz5syhb9++SZUzNzenv/76i549e0Y8Ho9u3rxJz58/l7jJomfPnrRixQqx8pUrV9Jvv/1WqmxSUhJZW1uTuro6eXh4UJ8+fahPnz7k4eFB6urqZGNjQ0lJSTLbkJWVRQMHDiRlZWXmt1NWViYfHx/69OmTTHlnZ2eKiIgQKz958iS5uLjIlCciSktLo+bNmxOPxyN9fX3S19cnHo9H7u7ulJaWJlNeU1OT1NTUqHnz5jR37lw6e/Ys5ebmsjq3AOHnW5iXL1+Surq6RBlFPgvZ2dk0d+5catq0KdWqVYusrKxENnmu4fXr16SqqipT3tLSknmXzpw5Q3p6enT69GkaNmwYtW3bllUb2rZtSxs3biQioo8fP5KxsTHVqFGD1NXV6a+//ipV9syZM9SxY0fS09Nj3kk9PT3q2LEjnT17ltX5u3XrRiEhIayOlca7d++odevWTD8n+Eb4+fnRlClTJMpMnjyZ9cYGPp8v8bd89+4dq37+27dvZG1tTQ8ePGB1PknnKes9KIm813D16lWysrKS+K1h+62T93vp6elJurq6pKGhQa6uruTq6kqampqko6NDnp6ezObl5VVqPU+ePKE5c+ZQv379mHty4sQJunfvnsTjXV1d6cOHD0REVK9ePebckjZJKLJvUkS/IK1vevPmDSkrK8uUr1evnsjm6OhIGhoapKOjI/UeEIk+g15eXvTx40dW7S2Nsv6WwlSvXp3i4uLEym/evElmZmZS5Xbt2kUNGzYkHo9HJiYmVL9+fXJ3d6c6deqQqqoq6ejo0JgxY+jZs2cy23Dv3j2ytrYWe6YtLS3p7t27MuU5FIeHhwf5+/vTxIkTSU9Pj4yMjGjLli2UnZ1Nvr6+pKWlRbVq1aITJ04wMgUFBTR06FCytLQkdXV1srOzo7Vr14rUu2DBAqpbty7zd2FhIQUEBJCZmRmpqqpS3bp16eTJk8z+lJQUAkB79+6lli1bkpqaGgUHB0tsMwD666+/qGvXrqShoUELFixg1aaCggKaPHky6erqUtWqVWn69Ok0ePBg8vb2FrkfEydOFDnXkSNHROrR1dVl2paXl0fjxo0jExMTUlNTo5o1a9KyZctk33gJcNNL/5KRkQE/Pz+cPHlS4n5JFidh1q9fj61bt6J79+5YsWIFU+7m5oZp06ZJlLlw4QLz/2fPnmHWrFnw9fVF06ZNAQBXr15FaGgoli9fLrP9AwcOxMCBAwEA6enpiI6OxvHjxzF27FgUFRXJbL+vry9SU1Mxb948mJqalsuysmnTJoSEhGDQoEGsZVJSUlCtWjXm/6WRl5eHAwcOYObMmczsNwDo6uqWua3SePnyJf755x+EhITA09MT1tbW8PPzw5AhQ2BiYiJTfvz48Th8+DBWrVol8jsuXLgQ79+/x8aNGyXKzZ07F+PHj4e/vz94PB4aNmwodgz9a+2R9VvGxMRg4cKFYuUdO3ZEYGBgqbJjxoyBs7Mz4uPjxWbqs7KyMHjwYIwbNw6nT58utZ7hw4cjPj4ex48fF7kPEydOxKhRo7B3795S5ZOSkuDg4CBWXrt2bTx58qRUWeE25Ofn4+HDh7C3twcAPH78GH5+fhg+fDhOnTpVqvzHjx9x48YNREdHIzo6GmvXrsW3b9/g5uYGLy8vLFmyRKrsunXrAAA8Hg/btm2DlpYWs6+wsBAxMTGoXbu2RFlFPgvDhw9HdHQ0Bg0aVOb3+tixY8z/T58+LfKeFRYWIjIykpVl9/Xr14w3x/Hjx9GnTx+0a9cOlpaWaNy4Mau23Lp1C2vWrAEAHDx4EMbGxoiPj8ehQ4cwf/58jBkzRqJcaGgohg8fjt9++w1r1qyBsbExAODNmzc4c+YMOnXqhO3bt8vsszp27IhZs2bh7t27aNCgATQ1NUX2d+vWTeY1TJ48GcrKykhNTUWdOnWY8r59+2LKlCkS3834+Hix+1BQUMA8z4mJiVBSUkKDBg1knh+AVPfevLw8Vh4qKioqjLtweSjPPSgJSbF6Z2dns7K6jR49Gm5uboiIiCj3t07e72XXrl2hra2N0NBQ6OvrAyjub/z8/NCiRQtMnTpVZh3R0dHo2LEj3N3dERMTg6VLl8LIyAgJCQnYvn07Dh48KCbj7e3NeHEIr1lkiyL7Jnn6BWGvtwcPHjAeV0Bx33Tq1CmYmZnJvJ6S7xdQ/J3z9fVFjx49pMppaWkx3khRUVHIz8+Xea7SKM9vKcz79+8ljoN0dHTw7t07iTKurq5QVVWFr68vDh06JOZxl5eXh6tXr2Lv3r1wc3PDX3/9hd69e0ttw/Dhw+Ho6Ii4uDiRZ9rX1xcjR47ElStXZN0GDgUSGhqKGTNm4MaNG9i3bx/GjBmDI0eOoEePHvjf//6HNWvWYNCgQUhNTYWGhgaKiopQo0YNHDhwAAYGBrhy5QpGjhwJU1NT9OnTR+I5goKCEBgYiM2bN8PV1RU7duxAt27dcP/+fdja2jLHzZo1C4GBgXB1dS21j164cCFWrFiBtWvXQllZmVWbAgMDERISgh07dqBOnToIDAzEkSNH0KpVq3Lfu3Xr1uHYsWPYv38/atasibS0NMYztcyUSzX/BRkwYAC5u7tTbGwsaWpq0pkzZygsLIzs7e3p+PHjMuXV1dWZ2T4tLS1mhj4xMVGqxUqYVq1aUXh4uFj57t27ycPDg9U15OTk0OnTp2n27NnUpEkTUlNTo3r16tGkSZNkymppaVF8fDyr80ijatWq9OTJE7nqkMWHDx9YWaQVwevXr+mPP/4gZ2dnUlFRoa5du9LRo0epsLBQqoyOjo7I7KCAiIgI0tHRKfV8WVlZdPfuXeLxeBQZGUm3b9+WuMlCXV2dHj16JFb+8OFDmc9ilSpVSp11vnPnDlWpUkVmGzQ0NOjixYti5TExMaShoSFT3tjYmCIjI8XKz549S9WqVZMpT1R8H27duiVWHhcXx+oaSnLv3j0aMmQIKSsry7RWWVpakqWlJfF4PDI3N2f+trS0JDs7O2rXrh1du3ZNqryingVdXV26dOlSma+ViESseyUtfqqqqmRnZ0f//POPzHpMTU0Zi5WdnR3t37+fiIgePXpE2trarNpSpUoVxjrWu3dvWrhwIRERpaamlvpb2tra0oYNG6Tu//PPP8nGxkbm+UvzrmFr/TQ2NmZ+M+FvRHJyMmlqasqUDwwMpK5duzKWSKLi/tDb25v++OOPUmWDgoIoKCiI+Hw+LV26lPk7KCiIVq9eTd27d6d69eqxuo6lS5fSkCFDKD8/n9XxwshzDwQWez6fT6NGjRKx4k+YMIEaN25MzZo1k9kGDQ0NVt44pSHv97J69eoSLZR3794lU1NTVnU0adKEAgMDmfYI7uX169dLtV7Ki6L6Jnn6BWEvQEnvpIaGBm3fvr3c13jnzh2ysLCQur9nz55kbGxMnp6ejHeUl5eXxI0N8v6Wjo6OtH79erHydevWUZ06dSTKnDp1ilXbiIq9RCRZyoVRV1eX+kyzGQNzKA4PDw9q3rw583dBQQFpamrSoEGDmLL09HQCQFevXpVaz7hx46hXr17M3yUt2dWrV6elS5eKyDRs2JDGjh1LRP9vyS5pfZYEAFa6Ssk2mZqa0qpVq5i/8/PzqUaNGnJZssePH0+tWrWioqIime2RBWfJ/pfz58/j77//hpubG/h8PiwsLNC2bVvo6Ohg+fLl6Ny5c6nyVlZWuH37NiwsLETKT506JTJjL42rV69i06ZNYuVubm4YPny4TPlmzZohPj4ederUgaenJ2bNmoWWLVsyM4qyMDc3lzuIyfDhwxEeHo558+aVu45Pnz7hxo0bEtfKDR48GPr6+jh8+HCpdRQUFCAqKgrJyckYMGAAtLW18erVK+jo6IhYFGVhbGyM5s2bIzExEYmJibh79y6GDBkCfX19BAcHw9PTU0xGTU1NonXPyspKpqVIW1sbTk5OCA4Ohru7e5nXjQpwdnbGvn37xNaT7d27V6J1WBg9PT08e/YMTk5OEvc/e/ZMbP2bJAwMDCTOrOvq6rJ6Jr29vTFp0iQcOXKEiS/w5MkTTJ06lZXVECh+piVZGAoLC1G9enWZ8omJiYiKikJUVBSio6ORl5eHFi1a4I8//pD42wsj8Mrw8vLC4cOHWb+HAhT1LOjr66Nq1arlkhW8f1ZWVoiNjYWhoWG56unZsycGDBgAW1tbvH//nllPHx8fDxsbG1Z12NjY4OjRo+jRowdOnz6NyZMnAyhe81/a2sjU1FS0adNG6v7WrVuzshqW7IvKQ05OjsRYDx8+fGD1+wYGBuLMmTMiz5K+vj6WLFmCdu3alXodAi8AIsKmTZugpKTE7FNVVYWlpaXE748kYmNjERkZiTNnzsDZ2VnMql9a/yzPPRBYHYkId+/eFelPVVVVUbduXaleY8I0btwYT548Yf3sSULe72VWVhYyMjLEyjMyMvD582dWddy9exfh4eFi5UZGRlKtl5L49u2bxO+ttLXtiuqb5OkXUlJSQESwtrbGjRs3GG84oPhZEKwZLy+ZmZnIzMyUun/Xrl0IDQ1FcnIyoqOj4ejoKFccF3l/yylTpsDf3x8ZGRmMBS8yMhKBgYFS12OXjHdSGgYGBmIxOUpiZ2eHN2/ewNHRUaT87du3cr1rHOXDxcWF+b+SkhIMDAzg7OzMlAm8ut6+fcuU/fnnn9ixYwdSU1Px5csXfPv2TWo08aysLLx69Qru7u4i5e7u7khISBApYxsHR9JxpbUpMzMT6enpIp4vysrKcHNzk6t/9vX1Rdu2bWFvb48OHTqgS5cuZYr9IgynZP9LTk4OE8BDX18fGRkZsLOzg7OzM27duiVTfsqUKRg3bhy+fv0KIsKNGzewZ88eLF++HNu2bZMpb25ujq1bt2LVqlUi5du2bWMVOOvRo0fQ1NRE7dq1Ubt2bdSpU6dMA/u1a9di1qxZ2Lx5c5mC+wgHcCkqKsKWLVtw7tw5uLi4iAUtkBXA5Z9//oGPjw+ys7Oho6Mj4oLH4/EwePBgme15/vw5OnTogNTUVOTl5aFt27bQ1tbGypUrkZeXx2og+ebNG4SFhSE4OBhPnz5F9+7dcfz4cbRp0wY5OTlYtGgRhgwZgufPn4vJ+vv7Y/HixQgODmYGH3l5eVi6dCn8/f1lnhsAhgwZAgC4efMmE0DEwcEB9evXZyU/b9489OzZE8nJySIf3D179uDAgQOlyg4fPhyDBw/GvHnz0Lp1axH32sjISCxZsgTjx4+X2Ya5c+diypQpCAsLY9zsX79+jenTp7OahFm1ahU6dOiA2rVro0aNGgCAFy9eMEouG37//XeMHz8ef/75J9N5x8XFYeLEiazqqF27NqpVq4aJEydi1qxZcHZ2LrNbqPCSEEGnX5Y6AgIC0KVLF7GBLNugY4sXL8b8+fMRGhpa7kGgrGUcslizZg0sLS2RlpaGVatWMRNd6enpGDt2LKs65s+fjwEDBmDy5Mlo3bo1swThzJkzcHV1lSrn6OiI7du3i/WrAnbs2CFz4klRtGjRAjt37mSinPJ4PBQVFWHVqlXw8vKSKS+PYiY86XPkyBHo6emV63kEiifievXqVSYZAfLcA8G75Ofnh6CgoDIFnhJ2Lx4/fjymTp2K169fw9nZWew7JTw4lUZ5v5cCevToAT8/PwQGBqJRo0YAgOvXr2P69Ono2bMnqzr09PSQnp4OKysrkfL4+HhWrtKJiYkYNmyYmBsvsXT3lrdvkqdfEBgz5J38EizrEUBESE9PR1hYWKnBNatUqYLRo0cDKP6mrFy5ktXkszTk/S2HDh3KjDME75alpSU2btzIatxUWFgoMilx/fp15OXloWnTpqyDTy1fvhwTJkzAwoUL0aRJEwDAtWvXsGjRIqxcuVIk0O+PFDTuV6Xk78bj8UTKBP2+4B3au3cvpk2bhsDAQDRt2hTa2tr4/fffcf36dbnbUnIilu1x36tNPB5PTAkXNsjUr18fKSkpOHnyJM6dO4c+ffqgTZs2MpdtSERuW/gvgpubG+M+07VrVxo0aBC9ePGCZsyYQdbW1qzq2LVrF9nY2DAuS2ZmZrRt2zZWshEREaSurk5OTk40bNgwGjZsGDk7O5O6urrEAFAlKSoqooSEBAoKCqKePXuSoaEhVa9enfr3709btmyRKa+np0eqqqrE5/NJS0uLCRQl2KQhHKSltI2N25StrS1NnDiRcnJyZB4rDW9vbxo4cCDl5eWJuF1duHCBlVtoly5dSEVFhRwdHWnNmjX0/v17sWPevHlDPB6P+btkcDVtbW0yNDSk1q1bU+vWrcnQ0JB0dHRYu7m/efOGvLy8xAJ2tWrVit6+fcuqjuPHj1OzZs1IQ0ODDAwMyMvLi6KioljJrlixgkxNTcVc8kxNTWnlypWs6qhXrx5paWmRiooK1apVi2rVqkUqKiqkpaXFKsAOUfEzffr0aVq1ahWtX7+eoqOjWZ1bgPAzraqqKvJ/Ns/3xIkTydXVldTU1Khp06Y0e/ZsOn36dJmfz9DQUHJyciI1NTVSU1MjZ2dn2rlzJyvZ8gQdKxnQSFtbm7S0tMjJyYn1vQ8KCqIvX74w/y9tqyjS09Pp1q1bIss1rl+/Tg8fPpQqc+HCBdLU1CRnZ2eaPHkyrVixglasWEGTJ08mFxcX0tLSYv1cZWdnU0REBG3cuLFc9+Du3btkZGREHTp0IFVVVfrtt9+oTp06ZGxszGqZzaBBg8jS0pIOHTpEaWlplJaWRgcPHiQrKysaPHgwqzYQEW3bto0cHR2Zd8LR0ZG2bt3KWl4e5L0HRESfPn2S2C+/f/+eMjMzJcrICqop2Fea67+enp5In1Ge76WAnJwcGjNmDKmpqTF9rKqqKo0ZM4ays7NZ3YepU6dS8+bNKT09nbS1tSkpKYkuXbpE1tbWzHKK0mjWrBm1bNmSTpw4QfHx8WV295Y3IKIiCA0NLXWThfAyHktLS7K2tqbGjRvT7NmzKSsri1UbAgICJH4TcnNzKSAggFUd8v6Wwrx9+5Y+f/7M6thXr16Ru7s7KSkpUcuWLenDhw/UuXNn5r2ws7OjV69esaqr5Psk/L4J/812eQ1H+SnpHk1EZGFhQWvWrBEpg5DbtL+/P7Vq1Upkf+vWrUXcw9m6i48bN46I/t9dnM3SGkhw4WbTJknu4ubm5qW6ixsZGdGff/7J/J2YmEgApAZlO3XqFAGQ+N2RBWfJ/peJEyciPT0dALBgwQJ06NABu3fvhqqqKkJCQljV4ePjAx8fH+Tm5iI7O7tMqS06deqExMREbNy4EY8ePQJQHBxl9OjRrCzZPB4PLi4ucHFxwfjx43Hz5k1s2LABu3fvxr59+zBixIhS5WWleJCGsKVOXl6+fIkJEybI5XZ18eJFXLlyRcw129LSEi9fvpQpb2RkhOjoaMZSJolq1aqJWPdKukWXtPKw+f2EGT9+PD5//oz79+8zSw0ePHiAIUOGYMKECdizZ4/MOjp37ixziYM0Zs6ciZkzZyIlJUUkhVfJWfbSKE9QnZLweDy0a9eu3G465X2mS8p/+vQJFy9eRHR0NObMmYP79+/D1dUVly9fllnH6tWrMW/ePPj7+zNuVZcuXcLo0aPx7t07xu25JPIEHVPEvV+zZg18fHygrq7OuBpLgsfjiaWNKUloaCgMDQ2Z53HGjBnYsmULHBwcsGfPHrElNtIwMTFhvCKysrJw/vx52NvbSw0gBwCenp64d+8eNm7ciGvXrok8zx07dsTo0aNZWSLj4+PRqVMn5ObmIicnB1WrVsW7d++goaEBIyMjmfcAAJycnJCYmIgNGzZAW1sb2dnZ6NmzJ8aNGwdTU1OZ8ps2bcK0adMwYMAAZtZdWVkZw4YNw++//y5THij+tgUGBmL8+PEiAQknT56M1NRUmSmNhMnIyBBJzyfssisNHR0dPHz4EBs3bhS7B2yDR/Xr1w9du3YVs3bu378fx44dw4kTJ8Rk5PXGAOTvT4TR0NDAX3/9hd9//x3JyckAgFq1arG2+ADAsmXLMG7cOJibm6OwsBAODg4oLCzEgAEDMHfuXJnyt2/fxs2bN0t9fyShqICIAh48eIDU1FR8+/ZNpJzNsqCJEyeK/J2fn4/c3FyoqqpCQ0NDphVXEc9FQEAARo8eLTZuyc3NRUBAgNQ0YMLI+1sKw+Y9FDBz5kwQEY4cOYLdu3ejS5cuUFJSQlpaGnP+pUuXYsOGDTLrOn/+/H8uFeGvhK2tLXbu3InTp0/DysoKYWFhiI2NLXXcN336dCxYsAC1atVCvXr1EBwcjNu3b2P37t0V1qaJEydixYoVsLW1Re3atbF69Wp8+vSp1HpbtWqFDRs2oGnTpigsLMTMmTNFrPyrV6+GqakpXF1dwefzceDAAZiYmJTPW6XMavl/hJycHLp58yZlZGRUdlNYcfPmTSYwjr6+PikrK5OrqytNnjyZjh49Wqrst2/fyM/Pj54+farQNmVmZtKRI0dKtTQJ06NHD9q3b59c59TT06P79+8TkWgAkYsXL5KRkVGpst++faNWrVqxSnn2PdHR0aEbN26IlV+/fp10dXVZ15OXl0dpaWllTq1SWfyI1lOi4qAvhw4dIn9/f3JyciI+n08GBgasZC0tLSVaVEJCQsjS0lKqnKKCjv0I2NnZMUHsrly5QhoaGrR582bq2rUra++O3r17M4F9cnNzydbWllRUVEhZWZkOHjz43douwMPDg0aMGEGFhYVMv5KamkotW7akQ4cOfffzC5Odnc2klmRr9RRgaGgoMcBmeHg462c6Ozub/Pz8SElJSSQ939ChQ2V6ecibfouISF9fX2IKsYcPH1LVqlVlykdHR0sM2pafn19mb5nKoqioiJ4/f065ubmUmppKERERtG/fvjJ9u9zc3CQGp5SFovqm5ORkcnFxEaurLGlDJZGYmEitW7cuU2AvAYIxS1lS1PF4PIkeZpGRkWRoaFim8z9//rxcvyUR0YEDB6h3797UuHFj1h5LpqamTOCr9+/fE4/Ho3PnzolcA1tPTo4fh/JYsr9+/Uq+vr6kq6tLenp6NGbMGJo1a1apluzCwkJauHAhmZmZkYqKitQUXuW1ZLNpU35+Pk2cOJF0dHRIT0+PpkyZIjOF18uXL6ldu3akqalJtra2dOLECZHAZ1u2bKF69eoxaRVbt24tMYguGzgl+1/kdfkpT97Mkrm4S9tkoaSkRG5ubjR16lQ6duwYq1zEwujo6MitZMs7EN62bRvVrFmTFixYQAcPHqS///5bZGNDnz59aMSIEURUrGQ/ffqUPn/+TK1atSJfX1+Z8oaGhnIp2ZIGsAKmTZvGqg5pkWtv3brFKhpzYmIiNW/eXOwZLIurljy5toWJi4ujsLAwCgsLk9lJWVpa0rt375j/S9vY5ncW8ObNG7p7926Z36nx48eTs7MzKSkpkaGhIfXs2ZOCgoIoISGBddRJNTU1iZGMExMTSU1NTaa8paWlQib6yvI7KBrhyOAzZsxgIpzeu3eP9SBUOCr17t27ycbGhnJycuivv/5iHRX748ePtHXrVpo9ezbj9nXz5k168eKFTFldXV0mYr+uri4zCL927RrZ29uzOv/JkydFlJoNGzZQ3bp1qX///iIRw78nurq6Evu3x48fs57AGzlyJFlbW9OJEycoMzOTMjMzKSIigmrVqkWjR48uVVaai/GzZ89YZR0gKo4OfufOHbFytpkPFKHoK6IOeSgsLCQVFRW5vlWRkZHUtGlTunDhAr179475LQWbLOTtm7p06ULe3t6UkZFBWlpa9ODBA7p48SI1atSIYmJiyl0vEVFsbCyr91KeMYtg+QCfzxdbSqCjo0N8Pp+Jsvy9CQoKIi0tLfL39ydVVVUaNWoUtWnThnR1del///ufVDl1dXVKTU1l/tbU1BT5Xj1//px1Jo4WLVrQvHnz6Ny5c8xkOcevxaxZs8jd3b2ym/FTwSnZ/yLvR7NDhw7k4OBAf/31Fx05coSOHj0qsklC1jqxsqSIYfNRLI3BgwfT6tWr5apD3oGwItLkpKWlkYODA9WpU4eUlZWpSZMmZGBgQPb29hJ/35JMmjSJZs6cyepcktDV1ZWYwmvSpElkYmLCqo5u3bpRy5Yt6eXLl0zZixcvyMPDg7p37y5TXt61dkTFkw3SBrKyPAKIFLOuXF7i4uLI0dFR4jvG5nn67bffaP369aWmNJOFo6Oj2JolIqLFixeTk5NTuetliyJ+h6KiItq/fz+NGTOGevXqJRaDQBbVqlVjFPt69eox69GfPHnCKnUVkehgcNCgQcw7+vz5c1Z1JCQkkKGhIdnY2JCysjLj4TJnzhyRtCbSEJ58s7W1ZaxkDx8+ZK0cOjk5MfE17ty5Q6qqqky6RTYTgNnZ2TR37lxq2rQp1apVi6ysrEQ2Nvj7+9PkyZPFyqdOncpaITAwMKALFy6IlZ8/f17qpImi0m8RFccB8ff3FysfO3asSNoaaUizPD5+/Jh1SjlpkwUvX76ssHRFDg4OpabfkUVJy3FFr5s1MDBgJjt1dHSYSazIyEjWE2fSiI+PZ/VbyjNmCQkJoeDgYOLxeBQUFEQhISHMFh4eTleuXGHd3oKCAtq2bRv179+fWrduXeY0YPb29swEv7AH37x585j1sZKoWbMmXb9+nfl75syZIutOb9++zXoidPHixdS2bVvS1NQkNTU1cnd3pzlz5tCZM2fkirPDUfkUFRXRkydPqGHDhjRy5MjKbs5PBbcm+1/o34iaJUlISGCVAufSpUu4ePGi1HD3klDEeiABgmiN5Y1IbWtri0WLFuHy5cto0KCB2NowNmsOMzMzmXt16tQp9OrVCxoaGujcuTOmT58uU14RaXJq1KiBhIQE7Nu3DwkJCcjOzsawYcPg4+ODKlWqyJQvKCjAjh07cO7cOYn3QVaE9N27d6N///44fvw4mjdvDqB4jfXhw4dZr1/fsGEDunXrBktLS2Y9d1paGpycnLBr1y6Z8uVdaydMdna2xJRjKioqIlFCpaGIdeUCqJxRkIcOHQo7Ozts374dxsbGZZaXFYmdDQEBAejbty9iYmKYNdmXL19GZGQk9u/fL1O+ZPRbATweD+rq6rCxsUHLli2lpqtRxO8wadIkbN68GV5eXuW6j23btsXw4cPh6uqKxMREdOrUCQBw//591ms3zc3NcfXqVVStWhWnTp3C3r17AQAfP36Eurq6TPkpU6bAz88Pq1atgra2NlPeqVMnDBgwQKa8q6srYmNjYWtrCw8PD8yfPx/v3r1DWFiY1HR3JUlJSWEimR86dAhdu3bFsmXLcOvWLeaelMbw4cMRHR2NQYMGwdTUlPXvIJwBgsfjYdu2bThz5gwTAfj69etITU1lFYUYKF5rKsg6IIyRkRFyc3Mlyigq/RYALFmyBG3atEFCQgJat24NoDh7QmxsLM6cOSNVThC1m8fjwdfXVyQqdmFhIe7cuYNmzZqVem7B+yi4j8IpIQsLCxETEyNXv1sWVqxYgenTp2Pjxo2sn0FhFBFPJTIyEmvWrGHGHHXq1MGkSZNKTZsnoLCwkHkXDQ0N8erVK9jb28PCwoJZ6y8L4fXhwP9HB9+wYYNYaiFJyDNmEWQBsbKygru7O5SVyz+cnjhxIkJCQtC5c2c4OTmVuY9NTU1lnt0qVaow2QYGDRqEJk2aSF1TXa9ePVy9epWJcL9ixQqR/ZcuXWIVbR8As3a8oKAAsbGxiI6ORlRUFFatWgU+n4+vX7+W6Zo4fhwyMzPh4OCAhg0b4n//+19lN+fnonJ1/MpHUS4/derUqXA3TGHevHlDnp6e5bZYKcI919bWlvbt20fZ2dlUrVo1Zh3m7du3Wa/3kxd519vJipLOht27d5O+vj7FxcXRmDFjqHr16vT48eMyXUdRURGdOXOG1q1bR+vWraOzZ8+yli3vWjthGjZsKHGZxIIFC6h+/foy5RWxrlyeqNxExTP6kly1S6PkEoXSNrbcvHmTfHx8qH79+lS/fn3y8fFh3VdYWlqSpqYm8Xg8qlq1KlWtWpV4PB5pamqSsbEx8Xg8qlWrlojLnzCK+B309fVZZTiQxsePH2ncuHHUrVs3kfVa8+fPpyVLlrCq488//yRlZWXS09MjFxcXJsL4unXrWL2XOjo6TPRqYUvPs2fPWLntx8bG0vnz54mouK9t3749aWtrU/369Vl7h+jr6zPxItzd3Wnz5s1EVLxujY1Lpq6uLl26dInVuYRRZAYIIqJWrVpR7969RVxCc3NzqXfv3tS6detSZX19feX2uiIqtlQOGDCAHBwcqEGDBuTn5yfTddrX15d8fX2Jx+NR3759mb99fX1p5MiRtGzZMpnuz4JvIo/HI3Nzc5HvpJ2dHbVr146uXbsm9/WxQTh7grq6epkjnMuL4J3s168fEyujf//+pKKiQhs2bJAp37x5c2YNZv/+/alDhw506dIlGjx4MDk6OrJqgyQPJWNjY+rfvz+rqNiKGLMoYumAgYGBXH2slZUV801p0KABbdq0iYiITp8+LdezcP369TJ7cj1+/Jg2b95M/fr1I1NTU6patSorDzwOjl+R/7wle+3atSAiDB06FAEBASKRMlVVVWFpaVlqpGnhesqaN7PkLGxpyIq0OX78eGRnZ5fbYqUIq/qkSZPg4+MDLS0t1KxZE56engCAmJgYODs7S5RZt24dRo4cCXV1dalWOwFsrOleXl5IT08Xi+yemZkJLy8vmbk/FTG7P2DAAHz69Anu7u6oVq0aoqOjYWNjU6Y6eDwe2rZtixYtWkBNTU3mzLawdXnlypWYMWMGli1bJjEPLJsclfLk2gaKvRIk5ddUUVFh5bFQ3qjcwrRu3RoJCQlluvdsI3OzySObn5+PUaNGYd68eaw8ECSxbNkybNmyBdu2bUOtWrUAAE+ePMGoUaMwcuRIuLu7o1+/fpg8ebLEHI7y/g5AcfR8a2vrcrUfKM4BK8mSEhAQwLqOsWPHolGjRkhLS0Pbtm3B5/MBANbW1liyZIlMeTU1NYkeGImJiayi8QryrAPFFttTp06xbruA5s2bY8qUKXB3d8eNGzewb98+pg2CXPCloa+vz8qrqiSKzAABAEFBQWjfvj1q1KiBunXrAij2+FJXV8fp06dLlQ0ODlZIG+rVq1fmCLaCc1taWmL69OnlymIhnG/88OHD0NfXL3MdikIR0c4/ffqEGzdu4O3bt2L9gSzPhmXLlmHNmjXw9/dnyiZMmAB3d3cmWnZpzJ07Fzk5OQCARYsWoUuXLmjRogUMDAyYd0MW8nq/CY9ZLCwsWI1ZSkIl8u0KyMvLk+gNJglVVdUyjxGEadWqFY4dOwZXV1f4+fkx34O4uDjWedclIbBws2HAgAGIjo5GXl4eWrZsCQ8PD8yaNQsuLi5c1HGO/yw8ktZD/MeIjo6Wy+VHX18fubm5KCgogIaGhtjA9sOHD2IygoGiLNgM6HV1dXHu3Dk0bNhQpPzGjRto166dzJD2iiIuLo4ZCAtc6SIiIqCnpyfRfcvKygpxcXEwMDAoNVUAj8fD06dPZZ6fz+fjzZs3YgPnxMREuLm5yXR1Hjp0KIKCgkRcSgEgJycH48ePx44dO8RkhN0xhTlw4ADq16/PKEeAbHdzoHjgsHTpUmzatAlv3rxBYmIirK2tMW/ePFhaWmLYsGFiMnw+X+RDRhKWPwjKZD1LAiIiIrBs2TLcvn0bVapUgYuLCxYsWAAPDw+Zst7e3vj06RP27NmD6tWrAyhO0ebj4wN9fX0cOXKkVHkrKysEBASIDfRCQ0OxcOFCVpNC7969w5AhQ9CoUSM4OTmJvZNsUsTIi66uLm7fvl2m9GfC1KpVC4cOHRJbhhIfH49evXrh6dOnuHLlCnr16sWkIBRG3t8BKL7np06dwo4dO1gtuZDExYsXsXnzZjx9+hQHDhyAmZkZwsLCYGVlxSyrYMO3b9+QkpKCWrVqlamvHj58ON6/f4/9+/ejatWquHPnDpSUlNC9e3e0bNlSoemZpJGamoqxY8ciLS0NEyZMYN7jyZMno7CwUOYk465du/D3338jNDRUrjSHiiA3Nxe7d+9m0k3WqVOH9ZIcRfL161ex1E+yJhFTUlJQUFAAW1tbkfKkpCSoqKiUKf3Uz8w///wDHx8fZGdnQ0dHR+R7wePxJI5ZhNHS0sLt27fFlMOkpCS4uroiOzu7zG368OED9PX1v6tSlpWVJfKM3Lx5E6mpqazHLAIE7+vkyZOxePFiiUsHnj17xiyVKI3AwEA8ffoUGzZsKNe1FxUVoaioiOkT9+7diytXrsDW1hajRo1ireyX5OPHj/jnn39YLSXh8/kwNDTE0KFD0apVKzRv3rzS+ykOjsqGU7KFSE5ORnBwMJKTkxEUFAQjIyOcPHkSNWvWhKOjY6myoaGhpe4XrN/5Xmhra0tcEx4fHw8PDw9WymVpSFIupVHegbA8CGZr//77b3To0EHiejt7e3uZFiglJSWJlvB3797BxMQEBQUFYjJeXl6s2sjj8XD+/HmZxy1atAihoaFYtGgRRowYgXv37sHa2hr79u3D2rVrcfXqVTGZ6OhoVm0AwEpJlpe0tDR069YN9+/fF1tXfuzYMZmWO3V1ddy7d0/iAM7Z2ZnV+q5//vkHgwYNkvjsl2WyQR6GDBmCevXqsbK8S0JDQwMxMTEillQAiI2NhYeHB3Jzc/Hs2TM4OTlJHNTK+zsAwJcvX9CjRw9cvnwZlpaWYpMVt27dKlX+0KFDGDRoEHx8fBAWFoYHDx7A2toaGzZswIkTJyTmNS5Jbm4uxo8fz/Szgomn8ePHw8zMDLNmzSpVPjMzE7/99hvi4uLw+fNnVK9eHa9fv0bTpk1x4sQJmfmJXV1dWQ9+Zd2P8uLq6ork5GQQUbl+h1+F3NxczJgxA/v378f79+/F9st6rz08PDB06FCxb/KuXbuwbds2REVFyWxDr1690KhRI8ycOVOkfNWqVYiNjVVIPAc2FBYW4ujRo8yaaEdHR3Tr1k1qjAZh7Ozs0KlTJyxbtqxcytCAAQPg6uoqtnb5jz/+QFxcHBM3QRqZmZkoLCwU88748OEDlJWVpU6WSJvUloSkSW3hb3yrVq1w+PDhcuW/FUycPn/+HDVq1BC55wIvyEWLFqFx48Yy6+rRowcuXLiAqlWrwtHRUezdPnz4sFTZgoICLFu2DEOHDmXVn5eFhIQE1K9fn9W38uPHj7h48SKioqIQHR2Nhw8fol69evD09ISnpyfatWun0LZxcPwM/OfdxQVER0ejY8eOcHd3R0xMDJYuXQojIyMkJCRg+/btEl0xhfneSrQsWrVqhYkTJ4pZrCZPnswEhymNjx8/ivydn5+Pe/fu4dOnT4y7sCzkHQgLQ2UMdiVw8yciaGtri1hUVFVV0aRJE4wYMUKqfFZWFqg42j4+f/4sEkypsLAQJ06cEFO8BSjaHXPnzp3YsmULWrdujdGjRzPldevWZSxHJfleivO3b98kuhLWrFmzVDlzc3PcunUL586dE7F2sQmIAwA2NjbYv3+/WJCNffv2iVmgpDF+/HgMHDgQ8+bNkxioiQ05OTmIjo5GamqqmMWMzfIFeQMKenl5YdSoUdi2bRtcXV0BFE+cjRkzhnkv7969K9VSLu/vABT3bTdv3sTAgQPLFfhsyZIl2LRpEwYPHiwy8HZ3d2fl6g0As2fPRkJCAqKiotChQwemvE2bNli4cKHMvkVXVxdnz57FpUuXcOfOHWRnZ6N+/fqs70OHDh3w119/wcHBgVk+dO3aNdy/fx9jxowpswW3PBZYtksZvgfHjh1Dx44doaKiInOZk5aWFmrXrs18hxTN9OnTceHCBWzcuBGDBg3Cn3/+iZcvX2Lz5s1igZskER8fL9FC2aRJExHX59KIiYnBwoULxco7duyIwMBAVnXIy5MnT9CpUye8fPkS9vb2AIDly5fD3NwcERERIh5Uknj58iUmTJhQbmujg4MDli5diqioKJF34vLly5g6daqIZ4akfq5fv37o2rUrxo4dK1K+f/9+HDt2TOrkW0nL8K1bt1BQUMDcg8TERCgpKaFBgwYS5bW0tPD+/XsYGRkhKioK+fn57C9aCOGlA0eOHIGenl65g3Tq6emhR48e5WqHsrIyVq1axTpwoTCyjC+CAGps0NfXR7du3RgPsSdPnmDJkiX4/fffsXLlygqZ1Obg+OGojIXgPyJNmjShwMBAIhINjHP9+nUyMzNjVceTJ09ozpw51K9fPyYQxokTJ+jevXus5LOzsykiIoI2btzIBBIRbLJITU2levXqkYqKCllbW5O1tTWpqKiQq6srpaWlsTp/SQoLC2nkyJG0cuVKVsdPmDCBGjRoQBcvXiRNTU3mHh49epR1So5t27aRo6MjqaqqkqqqKjk6OtLWrVtZt3nhwoWUnZ3N+ngBklKZCG9KSkqsgzTJi7q6Oj179oyIRJ/F+/fvs0559PHjR/rjjz9o2LBhNGzYMFq9enWZcqcrIte2PBw8eJCUlJSoffv2tGjRIlq0aBG1b9+elJWV6fDhw6zq0NLSYoJdlYdbt26RiYkJ6ejokJKSElWrVo0JOsY2GKC8AQXT09OpTZs2xOPxmHeCz+dT27Zt6fXr10RUnDrp9OnT5b5OWWhoaMgVSK9KlSqUkpJCRKLPc3JyMqugY0TFqWYE6YqE60hKSmKddkkehg0bRnPnzhUrnz9/Pvn5+bGqIzs7m8aNG0fVqlWT2Mf8yAinrJKVcpLH45GysrLcKSGlYW5uzqQQ09bWZoIb7ty5kzp27ChTXkdHR2Lgwbi4ONLS0mLVBnV1dSbllDAPHz6ssBReHTt2pA4dOoikXHr37h116NCBOnXqJFO+R48etG/fvnKfv7S+jU0/p6+vz+SbF+bhw4dUtWpVVm0IDAykrl27iuSZ//DhA3l7e9Mff/whUaZnz55kbGzMBIp1d3cXS5nFNnWWAHnHLfLSrVs3CgkJKbOcrHFPWb737969o0OHDtH48ePJ2dmZlJSUyMDAgHr06EFr164tc9s4fjwsLCxozZo1ch8jL8HBwawDt1Y2nCX7X+7evYvw8HCxciMjI7x7906mvLyW8Pj4eHTq1Am5ubnIyclB1apV8e7dO2hoaMDIyEimxUsRFquS8Pl8TJkyBZ6enpgxY4bM448ePYp9+/ahSZMmIjO5jo6OSE5Olik/f/58rF69GuPHj2dmxq9evYrJkycjNTUVixYtklnHggULUFBQgHPnziE5ORkDBgyAtrY2Xr16BR0dHZF1U8JcuHABRIRWrVrh0KFDIi5sqqqqsLCwYG2ZiYuLw/79+yVaP0tz+xLg4OCAixcvwsLCQqT84MGDjDVT1vnbt2+PKlWqMIFLVq9ejaVLl+LMmTOs0rr5+vpCWVkZx48fL1O6IGHkSe/Sq1cvXL9+HWvWrMHRo0cZ+Rs3brC6B0DxEoILFy7ItOhIY/LkyejatSs2bdoEXV1dXLt2DSoqKhg4cCAmTpzIqg55AgoSEb59+4Zjx44hNTWVSWtjb2/PWG2A0pcryJsCDCjuW9gEy5OGiYkJnjx5IrbW9dKlS6wDqmVkZEj0JMnJyWH9bEZGRiIyMlKiZ4as5TAHDhxAXFycWPnAgQPh5ubGajnNjBkz5LLAChBO0+jo6Mj6fZAH4fslK9jUt2/fEB4ejtmzZ5d7mURpfPjwgXludHR0mLXDzZs3x5gxY2TKt2zZEsuXL8eePXuY576wsBDLly9nHR/A2dkZ+/btw/z580XK9+7dy6Rp+95ER0fj2rVrIt8qAwMDrFixglX6KkGaqgcPHkgMkCkrZoW8wVLz8vIkLr/Kz8/Hly9fWNURGBiIM2fOiASg09fXx5IlS9CuXTtMnTpVTGbXrl0IDQ1FcnIyoqOj4ejoKNfa4QULFiAwMFCucYuAt2/fivTz0rznStKxY0fMmjULd+/elegxJe231NbWxpw5c6S6tCclJWHUqFGs2mBkZARDQ0O0aNECI0aMgKenJ+vgcRyVT1paGhYsWIBTp07h3bt3MDU1Rffu3TF//nwYGBiwric2Nlbm8quyYGlpiUmTJmHSpElMWd++fVmlvfwhqGwt/0fBzMyMLl++TESilpLDhw+TtbW1THl5LeEeHh40YsQIKiwsZORTU1OpZcuWdOjQofJeltxERESQoaEhq2OrVKnCXLfwPbh9+zbp6OjIlDc0NKTw8HCx8vDwcNbpNJ49e0a1a9cmDQ0NUlJSYtowYcIEGjVqFCt5QXqg8rBnzx5SUVGhLl26kKqqKnXp0oXs7OxIV1eXfH19WdVx9OhR0tXVpRUrVpCGhgb9/vvvNHz4cFJVVaUzZ87IlG/evDn5+vqKpDLLz8+nIUOGUIsWLVi1QUNDgx4+fMjqWEnIm95FESxZsoQMDQ1pyJAh9Mcff5TZO0RXV5exVunq6jJWl2vXrpG9vX2Z21NUVERFRUWsjy8sLCQVFRWZqYlKQ94UYEREx48fp/bt2zPW6LKybNkycnBwoGvXrpG2tjZdvHiRdu3aRdWqVaN169axqqNFixbMsVpaWvT06VMiIvL396f27dvLlF+4cCHx+Xxq1KgReXt7U/fu3UU2WRgbG1NwcLBYeXBwMBkZGbG6BnktsG/evCEvL69yp2msSLKysmjy5MnfpW5nZ2eKiooiIqLWrVvT1KlTiYgoKCiI1bf23r17ZGBgQLVq1WJSeNWqVYuqVavGOl3RsWPHSFlZmQYPHkwhISEUEhJCgwYNImVlZSYt1fdGX1+fGbMIc+nSJVZpm0rzRKgIzwpPT0/y9/cXKx87diw1b96cVR1aWlrMOyXM+fPnWXkleHp60sePH1mdSxqKGLdkZmbSwIEDSVlZWcQbxMfHh5UHWnl/S09Pz1I9FW/fvk08Ho/VNbD12Lx06RJ9/fqV1bEcFUNycjIZGRlR8+bNKSoqip4/f04nTpwgR0dHsrW1ZbxlKsJKXZLKOKci4ZTsf5k6dSo1b96c0tPTmQHQpUuXyNramhYuXChTXlNTkxn4CSuYKSkprFwiFTGgP3fuHHXu3JlxF+/cuTPr/MqTJ08W2SZNmkR9+/YlLS0tGjduHKs65B0I6+rqSlQoHj9+zNo1xNvbmwYOHEh5eXkiv8OFCxfIxsaGVR1ERDk5OfTw4UNKSEgQ2WTh7OzMKJGC8xcVFdGIESNo/vz5rM8fExNDbdq0oWrVqlGVKlXI3d2dtUuwurq6RAX5/v37rPLxEsmfa9vMzIzWr18vVr5hwwaqXr06qzoKCgro4MGDtHjxYlq8eDEdPnyYCgoKWLdBXldtQ0ND5nm0tbWlU6dOEVGxO6OGhgbrdsjjSujg4MC4SZeH8PBw8vT0FHGbT0pKolatWtHevXspLS2N3N3dqVevXlLrEM7Hq6WlVeZ8vEVFRbRkyRJG2efxeKSuri7R/VoaFy9eJC0tLRo9ejSpq6vTxIkTqW3btqSpqUlxcXEy5U1MTMqUY70ky5cvJ3V1dRo/fjyFhYVRWFgY+fv7k4aGBi1fvpxVHZqamvT8+XMiKn4/rl+/TkRET58+ZbUMpE+fPuTm5ibiYnv//n1yc3Ojfv36leOq5OP+/ft08uTJcuePLy+rV69mJsnOnj1L6urqpKamRnw+n7Vb6suXL2n27NnUqVMn6tWrFwUEBIi4XbPh+PHj1KxZM9LQ0CADAwPy8vJilP+KYNCgQeTo6EjXrl1jJvCuXr1KTk5ONGTIkO9+/qKiItq/fz+NGTOGevXqRT169BDZZHHp0iVSV1enFi1a0MKFC2nhwoXUokULUldXp5iYGFZtGDRoEFlaWtKhQ4coLS2N0tLS6ODBg2RlZUWDBw+WKR8QEEA5OTli5bm5uRQQEMCqDYoYt/Tp04f5xmRmZlJmZiadOnWK7O3tqW/fvqzqKA9btmwpdcL59evXrMa/ZUFbW5sZl3H8GHTo0IFq1KhBubm5IuXp6emkoaFBo0ePJqJihXfRokXUr18/0tDQoOrVq4sZTUoqxR8/fqRhw4aRoaEhaWtrk5eXF92+fVtE5tixY+Tm5kZqampkYGDATHx7eHgQAJGNSNRd/PHjxwRAbMy7evVqEQPp3bt3qUOHDqSpqUlGRkY0cOBAysjIKP9NYwmnZP9LXl4eDR8+nJlJVFFRIR6PRwMHDmQ1sJfXEi7vgF5ey6Gnp6fI1qpVK+rbty9t3rxZxCJaGvIOhP39/SVaP6ZOnUpjx45l1YaqVasykxUlJzvYKJhv376lzp07S12jJAsNDQ3G4le1alW6c+cOERE9ePCATExMWF2DvBgZGUlUyE+dOlWq1U3wcc/MzKTIyEhq2rQpXbhwgd69eyeyLzMzU2YbNDU1GUudMImJiawUiqSkJLKzsyMNDQ1ydXUlV1dX0tDQIHt7e7nWWZeFtm3b0u7du4mIaPjw4dSoUSPatWsXtW/fnho1asSqjnnz5pGmpibNmjWLUUJmzZpFWlpaNG/ePJnyx44do+bNm7O2sJXE2tqa4uPjxcpv3brFTDRcvny51GdTYKmTtpVGQUEBRUdH08ePHykvL4/u379P169fp8+fP5f5WpKTk2n48OHUsGFDqlOnDvn4+DDvlyyqVq0q93Ozb98+atasGTO50KxZszKtaZXXAqujo0M3btwQK79+/XqFrk9LTk4mFxcXxkombDGrjLXlz549o0OHDpU6CdqjRw+m3woNDf0lLGkfP36kbt26icRr4PF41L17d5nWz2/fvpGSklK5+xWiYu8wNTU16tChAw0ZMoTxChBsbIiPj6cBAwaQg4MDNWjQgPz8/MrkuZOTk0NjxoxhJln4fD6pqqrSmDFjWMVm4fP5TKwBYd69e8f6WVbEuEVa3IuYmBip4z99fX1GSfDz86OsrCxW56pshMdlHJXP+/fvicfj0bJlyyTuHzFiBOnr61NRURFZWFiQtrY2LV++nB4/fkzr1q0jJSUlEQ/Lkkp2mzZtqGvXrhQbG0uJiYk0depUMjAwYCY1jx8/TkpKSjR//nx68OAB3b59m2nL+/fvqUaNGrRo0SJKT0+n9PR0IhJfk+3m5iY2ad+gQQOm7OPHj1StWjWaPXs2PXz4kG7dukVt27YtU9yF8sIp2SVITU2liIgI2r9/v0QlQRryWsLlHdArwnKoCOQZCPv7+5OOjg45OjoyAbucnJxIR0eH+ZAJNmno6enR/fv3iUi0M7948SIrt84BAwaQu7s7xcbGkqamJp05c4bCwsLI3t6ejh8/LlPezMyMuV5nZ2fGjezKlSusXOaFycvLo7S0NHr+/LnIJovx48dTjRo1aO/evZSamkqpqam0Z88eqlGjBk2cOFGqXMkgKJKCorB1Jezfvz+tWrVKrPz3339nNTMvb1AfRRAbG0vnz58nomJX3fbt25O2tjbVr19fbCZWGvK6EgpbkdXV1ctsRa5SpQrFxsaKld+4cYOZdEpJSWEdUK88qKmpMV4t5eHbt2/k5+cnVx0zZsygRYsWlVteEchrgdXS0pI6YVIRwd8EdOnShby9vSkjI4O0tLTowYMHdPHiRWrUqBFrC2RZkVehUFFRoVevXhGRdMWqPJS3j1YkSUlJzAReWcYsVlZWrPsxSejr61NERES55UujpEVNFtnZ2Yy3WVkCn/J4PIlLLSIjI1kvk1PEuMXc3FziOCkhIUHqBJxwcFk+n//DLRmRBqdk/1hcu3aNAEhd5rJ69WoCQG/evCELCwvq0KGDyP6+ffuKLHcSVrIvXrxIOjo6YpOatWrVos2bNxMRUdOmTcnHx0dq+yS5i5dUstesWUO1atVi/i5p3V68eDG1a9dOpI60tDQCQI8fP5Z6bkXABT4TYvv27VizZg2SkpIAFKffmTRpEoYPHy5TdtmyZRg3bhzMzc1RWFgIBwcHFBQUwMfHB3PnzmUlL0iXsHTpUgwePBhjxoyBra0tq6A6nz59EkltI6Bdu3ZiuTxLo7yBN/Lz8zFq1CjMmzcPW7duZX2+O3fuwMnJCXw+H/fu3WOCcgkCpRkaGsLQ0BD37t1jZEoLdNSuXTusXbsWW7ZsYY7Nzs7GggULWAVKOH/+PP7++2+4ubmBz+fDwsICbdu2hY6ODpYvX47OnTuXKt+yZUucPXsWzs7O6N27NyZOnIjz58/j7NmzrFKpAcXBRoYOHYorV66IlBMRq/zOf/zxB3g8HgYPHswEllFRUcGYMWNKDbAkbyoy4SBbstK7yELeoD6A/LnfhXNTGxkZycyxLon8/HyxHNcA0KBBA4lBf0qydu3aMp9TmPKmAMvKymKCnclK8yIrKJqTkxOePn0qNc2YLFRUVHDo0CHMmzevXPJAccqsLVu24Ny5c3BxcREL8iQpn64k4uLimKBjDg4OUtMESUI4CFibNm3w6NEj3Lx5EzY2NnBxcZEpL2+aRkVx9epVnD9/HoaGhuDz+eDz+WjevDmWL1+OCRMmiKVYUgTfvn1DVlYWDA0NERoaipUrV0JbW5u1fO3atTF79mx4eXmBiLB//36pzy2bVEjy9tGKQp4xy5w5c/C///0PYWFhYrmq2aCrq8s6cKEkJkyYIDEwY05ODrp06VKm75Gmpiard0iAvr4+eDweeDwe7OzsRMYUhYWFyM7OFkmfWRqKGLfMnTsXU6ZMQVhYGExMTAAAr1+/xvTp06X2e02bNkX37t3RoEEDEBEmTJggNZWgpG/d3r170a9fP1bXmJaWhtTUVNbfXo6fD/o3/ZwsBOM54b+ljVMSEhKQnZ0tFjjty5cvzLty+/btUtPrsqFfv36YNm0arl27hiZNmmD37t2oX78+ateuzbTjwoULEgMfJycnw87OTq7zlwanZP+LvJGtVVVVsXXrVsyfPx93795FdnY2XF1dWef0lXdA361bNxw5cgTTp08XKf/777/RpUsXmfJZWVkYN24c9uzZw0SPVVJSQt++ffHnn38yeailUd6BsKurK9LT02FkZITnz58jNja2TJEMSxIYGIj27dvDwcEBX79+xYABA5CUlARDQ0Ps2bNHpnxOTg4zsaCvr4+MjAzY2dnB2dkZt27dkim/YcMGfP36FUDxIEZFRQVXrlxBr169WE22APJH9lZVVUVQUBCWL1/OdGS1atWSGUFV3lzba9asEflbX18fDx48wIMHD5gyPT097NixQ+a9UFNTk5ijMzs7G6qqqqzao4jc7/IyaNAgbNy4UUyJ27JlC3x8fGTKDxkyRK7zb9++HYMGDUKDBg0YxbKgoACtW7fG9u3bARTnjS2Z21dfX595L/X09CQ+g2wViiVLlmDatGlYvHixxMi3bCKXd+/eHUePHi1TtGrhCbw7d+6gXr16ACAy8AXY5bR98eIF+vfvj8uXL0NPTw9A8cRms2bNsHfvXtSoUYN1uwRYWFiIZRAojQ0bNqBbt26wtLSEubk5gOLBr5OTE3bt2lXm85eXwsJCRsE1NDTEq1evYG9vDwsLC2aCVtHIq1Bs2rQJU6ZMQUREBHg8HubOnSvxdxdMTspCEdkX5EXeMcuGDRvw5MkTVK9eHRYWFmLvpazv3cKFCxEQEIAdO3aUOU88AEREREBfXx8BAQFMWXZ2Njp27Mi6jpycHKxYsUJq1oCnT59KlFu7di2ICEOHDkVAQIDI+EZVVRWWlpZiyoQ05J2cBoCNGzfiyZMnqFmzJmrWrAkASE1NhZqaGjIyMrB582bmWMHvsmvXLqxZswbJycng8XjIzMxkxh5szxkQEAA/Pz907doVderUEdmfmZmJy5cvY9euXTh79izzveD4tbCxsQGPx8PDhw8l5mp/+PAh9PX1Ua1atTLXnZ2dDVNTU0RFRYntE3xHy9N3lMTExAStWrVCeHg4mjRpgvDwcJFME9nZ2ejatStWrlwpJmtqair3+UuDU7L/ZePGjdi6dSv69+/PlHXr1g0uLi4YP368xA/WlClTSq3z2rVrzP9lWUp27NgBLy+vclt7ZFkOhWeMJaUDGzFiBOLj4xERESHywZ44cSJGjRqFvXv3ymxDeQbCenp6SElJgZGREZ49eyYzPYwsatSogYSEBOzduxd37txBdnY2hg0bBh8fH1Yvs729PR4/fgxLS0vUrVsXmzdvhqWlJTZt2sTqZRS2CPD5fMyaNavM13D79m3cvHmTmYUrLxoaGnKl0Pj06RO2b98uki5o6NChUidc5E3pIkyXLl0wcuRIbN++nUlDdv36dYwePVpmahkBR44cESsrKirCmDFjpKb1cnV1ZT1gZjPpAhQrumfOnEGTJk0AFF9HamoqBg8eLNKHyOojvn79KpYSrjQFleRIAXb+/HnmWZZ3ECnwIOnWrZvIvS2L1c/W1haLFi3C5cuXJSrqkvo0RU7gDR8+HPn5+Xj48CFz7x4/fgw/Pz8MHz6c1aTohAkTYGNjI9ZWgbIjy2vhe6RpLA9OTk5ISEiAlZUVGjdujFWrVkFVVRVbtmyRy7JZGvIqFM2aNWO+x3w+Hw8fPhTrz4kIqamprOpTVB8tD+UZswjTvXt3uc7fp08f7NmzB0ZGRrC0tBTzDpHVP545cwYtWrSAvr4+Jk2ahM+fP6N9+/ZQVlbGyZMnWbVh+PDhiI6OxqBBg8o02SGYvLSyskKzZs3E2l7RlOe3MDY2ZjzTrKysEBYWVqb+LTo6GseOHcP69esxe/ZsaGpqwtjYGOrq6vj48SNev34NQ0ND+Pr64t69ezA2Ni5zGyVRGRNSHNIxMDBA27Zt8ddff2Hy5Mki4+TXr19j9+7dGDx4MPO7Ces1gr9LTtAIqF+/Pl6/fg1lZWWxFJ4CXFxcEBkZCT8/P4n7VVVVWY0RfHx8MGPGDPTv3x9Pnz4V8dKoX78+Dh06BEtLSygrV6zayyO2PgK/OHp6eoiNjRWzPCcmJqJRo0b49OmTmEzJwemtW7dQUFDADMISExOhpKSEBg0a4Pz586We39bWFk+fPoWZmRk8PDzg4eEBT09P2NjYsGo/W+Wcx+NJnN3V1NTE6dOnxfKEXrx4ER06dEBOTo7MupcsWYLAwEC0bt2a9UB45MiR2LlzJ0xNTZGamooaNWpIzdkrbVZakezatQsFBQXw9fXFzZs30aFDB3z48AGqqqoICQlB3759ZdaRnJyM4OBgJCcnIygoCEZGRjh58iRq1qwJR0dHmfINGzbEmjVrWOdsBYpzQoeEhEBHRwc9evQo9UOmpaUFR0dHjB49WqrCLCnXdmxsLL58+cI617Y8fPr0CUOGDME///wjYoHt1q0bQkJCZHpWlMbjx4/h6emJ9PR0sX3CVpWvX7/ir7/+goODg8jE1f379zF27FgsX75c5rlKy2EtDI/Hk9hH5OTkYObMmdi/fz/ev38vtr+0j09RURHU1dVx//591h4134Po6OhS97PxoCitf5PWpxkYGODEiRNo3Lgx+Hw+3rx5U67ZeKB4tv3KlStiOalv3ryJFi1aIDc3V2YdZmZmOHbsmJiL+a1bt9CtWze8ePGiXG2raE6fPo2cnBz07NkTT548QZcuXZCYmAgDAwPs27fvu3uJWFlZIS4urtwTJnw+Hy9fvhRTst+/fw8jIyNWA7ry9NGKpjxjFkXSp08fXLhwAb/99huMjY3FvjkLFiyQWcedO3fg5eWFBQsWYM+ePVBTU0NERATrPLt6enqIiIgotxuzrEkVgVX5V8HZ2RknTpxgPGEEvHv3DpcuXcLz58/x5csXGBoawtXVFa6uruDz+VLrO3bsGDp27FimSQptbW0kJCR8twk5jrKTlJSEZs2aoU6dOliyZAmsrKxw//59TJ8+HXl5eczSPUtLS3z8+BFz5sxB9+7dcfbsWUycOBERERFo3749ANG81kSEli1b4vPnz1i1ahXs7Ozw6tUrREREoEePHnBzc0NUVBRat26NuXPnol+/figoKMCJEyeYZa7t2rVDlSpV8Ndff0FNTQ2GhoYICQnBpEmTRPq4z58/w9jYGHZ2djA0NMS5c+eYfa9evUK9evXg4eGBGTNmoGrVqnjy5An27t2Lbdu2SdU5FAFnyf6X8rh1Clt4Vq9eDW1tbYSGhkJfXx9Asbuqn58fWrRoIfP8SUlJePnyJaKiohATE4M//vgDo0aNgqmpKTw9PWW6A8prRTQwMJCouOjq6jLXI4vt27dDT08PN2/exM2bN0X28Xg8iUr2li1bmMHahAkTMGLEiDKttZNEUlISLly4INF9bP78+aXKDhw4kPl/gwYN8Pz5czx69Ag1a9aEoaGhzHNHR0ejY8eOcHd3R0xMDJYuXQojIyMkJCRg+/btOHjwoEQ54XWvK1euxIwZM7Bs2TI4OzuLfcCkWS8FgxyBG4408vLysGnTJly+fBnHjh2TeMzkyZPRrVs3bN26lZn5KygowPDhwzFp0iTExMSUeo7CwkKEhIRIdeOTNemkp6eHv//+G0lJSSJWO7aTTqWRnJwsdT208MBw+PDhmDBhAhYvXix2TFpaGqtzyWsFnjFjBi5cuICNGzdi0KBB+PPPP/Hy5Uts3ry51PX1QLEyYWtri/fv35dZyb5z5w7rY2WthbSysoK5ubnYIJyIWN/H8vRvvXr1goeHB2PhcnNzK/cEnrm5OfLz88XKCwsLmfXRsnj//r3EPlZHRwfv3r2TKS+vJVxRCAZTQLGr4aNHj/Dhwwdmnev3JiUlBZGRkRL7Fh6Px8qtVdJzkJ2dDXV1dakyiuijFYm8S1EElDfOQEREhMSJ+bLg4uKC48ePo23btmjcuDGOHz9eJvdRfX39cq0nF2BpaVnqM1tRa+srimfPnknsxwwNDctlTe/Rowdev36NatWqQUlJifEcKg1Jy8A4KhdbW1vExcVhwYIF6NOnDz58+AATExN0794dCxYsEHnHpk6diri4OAQEBEBHRwerV68W+SYIw+PxcOLECcyZMwd+fn7IyMiAiYkJWrZsyXhGeHp64sCBA1i8eDFWrFgBHR0dtGzZkqlj0aJFGDVqFGrVqoW8vDypa8e1tbXRtWtX7N+/X2zJUPXq1XH58mXMnDkT7dq1Q15eHiwsLNChQ4dSJ5EUwX/aki3sqllQUICQkBDUrFlTolvn+vXrS63LzMwMZ86cEbNU3rt3D+3atcOrV69Ytys3NxcXL17Enj17sHv3bhARqyBJwhQWFuLu3buwsLBgpSRv2bIFBw4cEAu8MWTIEPTs2ROjRo0q0/nLg5+fH9atWyeXkr1161aMGTMGhoaGMDExEfmA8ng8mS5sixYtwrRp08TWL3/58gW///67TCW9adOm6N27N6ZMmSIyY3vjxg307NlTqrWKz+eLudIK2ixcJs29VvgDZ21tLdM19sGDB2jYsKFUD4UqVaogPj5ezB3ywYMHcHNzk2m58/f3R0hICDp37izRja/k+u3vQcnlHESE9PR0REREYMiQIdiwYUOp8rq6uoiLixNTUJOSkuDm5obMzEyFt7kkNWvWxM6dO+Hp6QkdHR3cunULNjY2CAsLw549e3DixIlS5f/55x+sWrUKGzduhJOTE+vzCp5HWZ8HNu7e0gZfZbEclve9PHXqFDOBt2jRIql9y8SJE0s9/99//41ly5bhzz//ZOJnxMXFYfz48Zg5cyarAaqTkxNGjx4Nf39/kfL169dj48aNIrELJPGrWMLlZdGiRQgICICbm5vEvkXSMhHg//uDoKAgjBgxQuRZKiwsxPXr16GkpITLly9LlJe3j1YEihyzyBtnoHbt2ti/f3+ZAo5JW47z/PlzGBkZiSjYbJbj7Nq1C3///TdCQ0NlxhyRREJCgsjf+fn5iI+Px+rVq7F06VL07NmzzHWypSyTUh8+fFDIOWVZkYUnXOrUqSMxaKcwJiYm2Lp1K7p27Sq3txDHr4GpqSkWL17MKvjif4H/tCW7ZBRUweClZITI+/fvy6wrKysLGRkZYuUZGRmsZu7OnDmDqKgoREVFIT4+HnXq1IGHhwcOHjwoMqsjjUmTJsHZ2RnDhg1DYWEhWrZsiatXr0JDQwPHjx+Hp6enmEzJD15SUpLUwBsVoWQHBwfLXceSJUuwdOnSMkVUFyYgIACjR48W+2Dn5uYiICBAppJ99+5dhIeHi5UbGRmVaq2S1+JZ1rXt9vb2YpFxhdHR0UFqaqqYkp2WlsZqEmTv3r3Yv38/q4juAqZMmYLFixdDU1NTZrwDNtGgS77ffD4f1apVQ2BgoMzI40DxRMPly5fFlOzLly+XavFSpOv+hw8fmAGRjo4OM9hq3ry5SGAPaQwePBi5ubmoW7cuVFVVxaxE0gZvilxfL1A8SiLLcihMed9LQcaFmzdvYuLEiWWawCs5CM7JyUHjxo1FPDuUlZUxdOhQVkr2lClT4O/vj4yMDMalOjIyEoGBgays0PJawhXF169fsX79eqneQmxjFZSXjRs3IiQkBIMGDSqTnKA/ICLcvXtXJICiqqoq6tati2nTpkmVV0SAK3lR5JhF3jgDgYGBmDFjBjZt2iR1vWVJ5F0HLqkNycnJMDY2Lte68Lp164qVubm5oXr16vj999+/q5JdUZ4nbCjvhMvo0aPh7e3NRGoXGGgk8at5BXCIkpubi8uXL+PNmzeslkX+V/hPK9mK/Gj26NEDfn5+CAwMFAnUNH36dFYddYcOHVCtWjVMnToVJ06ckOnyW5KDBw8yrs7//PMPnj17hkePHiEsLAxz5syRODuv6A+evC7CiuDjx4/o3bt3ueWlKQQJCQms3NL09PSQnp4utoY0Pj4eZmZmUuVKrkstGXTMwcEBw4YNk7oWuayusUpKShIHGAL69u2LYcOG4Y8//kCzZs0AFCuX06dPFwm0Iw1VVdUyu3aHhITgf//7HzQ1NUtNA8R29l/e93vSpEkYM2YMbt26JfJO79ixQ2YUfUW57ltbWyMlJQU1a9ZkLEeNGjXCP//8w6qPKO9ArixRr6UhmCjh8XiYN2+eRMuhIOK3LOR9L8szgafoQfDQoUORl5eHpUuXMksQLC0tsXHjRlYRrW1sbHDq1CkxS/jJkycrdH3jsGHDcObMGfz2229o1KhRhQcy+vbtG9MnlQVBf+Dn54egoKAyu3TL20crAkWOWaKjo3HlyhWRIIj29vZYv349qyVuAwcORG5uLpO5oqSCK2kCj8067bKg6DGMAHt7e8TGxn6XugXImzlCkZR3wmXhwoXo168fnjx5gm7duiE4OLjMY1eOX4MtW7Zg8eLFmDRpEuvI/P8F/tPu4ookNzcX06ZNw44dO5g1L8rKyhg2bBh+//13mYE81q5di5iYGMTExEBNTY0JfObp6ckqh5u6ujqePHmCGjVqYOTIkdDQ0MDatWuRkpKCunXrysx1qwh+BBfhYcOGoWHDhqxzXAoQWK0yMzOho6MjNW/mn3/+WWo906ZNw/Xr13HgwAHY2dnh1q1bePPmDQYPHozBgwezGmTExcWhQ4cOUFdXL1PQMUW5xgLFA9np06dj06ZNEnNtq6mplSofGBiIp0+fYsOGDawH4Xw+H69fv2bt8l4R7N+/H0FBQSIudBMnTkSfPn2kyijSdX/NmjVQUlLChAkTcO7cOXTt2hVEhPz8fKxevZrVbykvO3fuLHW/NAVREPQtOjoaTZs2FbMcWlpaYtq0aaWuF1fUe1nZFBQUIDw8HO3bt4exsTEyMjJQpUoViXk7pbFjxw74+/tj+vTpEi3h8uYaZYuuri5OnDhRaTlzZ86cCS0tLbnypstLefvoHwk7Ozvs2rWLab+AGzduYMCAAXjy5Emp8qGhoaXuZ6tEfvv2TeKkfEUEHSs5LhIsKVq4cCEePXqE27dvf/c2lKSsWSTKgjR3cUUEdgwICMD06dPL5bbPwfGrwinZCiYnJ0ckNzHbKJnC3L17F9HR0Th//jyOHz8OIyMjmevtLCwssHXrVrRu3RpWVlbYuHEjOnfujPv376N58+ZiOYNLIk0Z+PTpE+rXr88qsrehoSF27txZJhdhRbN8+XKsXr0anTt3lhiQRlLwNaB4wCDIm7l27dpy58389u0bxo0bh5CQEBQWFkJZWRmFhYUYMGAAQkJCWEUxbNGiBWxsbCQGHXv69KnMoGOKWNsuIDc3l3Wu7ZIeG4I0UI6OjmK/w+HDh8XkFRENWpEpuIYPH46BAwdKXGpRGmW9jsLCQty7d69UzwIBz58/x82bN2FjY1OmtZBA+QdvJWM65OfnIzc3F6qqqtDQ0JC5XrC8lkNAce+lIigsLMSRI0dELJfe3t6sU4JoaGjg4cOHcnkJbNy4EUuXLmVifFhaWmLhwoWsLOGKwsHBAXv37i3z8ycPwstHioqKEBoaChcXF7i4uIj1LWyWksiLvH30j4Ai4gzIQ2JiIoYNGya2bKks69pjY2NRVFSExo0bi5QL1tfLWlNccp294Pzm5ubYu3dvhfUt8mSRKAvSlGx5J1wAoFWrVjh8+LCYJTsrKwvdu3evEE9GDo4fDU7J/oEgIsTHxyMqKgoXLlzApUuX8PnzZzg7O5fqPgsUu+2sXbsWpqamyM3NRWJiItTU1LBjxw5s3boVV69eLVVe2IoozJs3b2Bubi42OJdE9erVERUVxcry/r0oT6ofYaKjo+Hu7i53Lr3U1FTcu3cP2dnZcHV1LVN0Z3mDjlUW0vIcSkKS+64i0rkpMgWXt7c3Tp8+jWrVqqF///7w8fFhpQj/SGnpvtfgLSkpCWPGjMH06dOlRhaVRlZWFs6fP4/atWuzzjOsqPeyvNy/fx/dunXD69evRVI0VqtWDf/88w+roHKenp6YNGlSuZQXRVjCFcXJkyexbt06bNq0SSHLCtggbyo8RfOz9tGS4gwIYgsA/x9nQFNTU+LkWVk84mRNqgne51mzZkn0fGPT1zZq1AgzZszAb7/9JlJ++PBhrFy5EtevXy9VPioqSuS8grgdNjY2FdrXjBs3DhcuXMDixYslZpEoS7T40ggPD4e3t7eY8UcREy7SAly+ffsWZmZmEqOac/yYEBFGjRqFgwcP4uPHj4iPj2e9tEuRPHv2DFZWVpV2fkXAKdmVyJ07d+Dk5AQ+n4+uXbvi8uXLyMrKQt26deHp6QkPDw+0bNmS9RqXgwcPIi0tDb1792YCVYSGhkJPTw/e3t4SZQTrQLt3747Q0FARS1FhYSEiIyNx9uxZPH78WOb5y+Mi/CMib55rAZKiz7LB2NgYYWFhaNeunUj56dOnMXjwYLx586ZM9bFF0bm2y4MiXd6HDx/ORLoURpCCq2SaB0l8/PgRBw4cQHh4OC5evIjatWvDx8cHAwYMKDXYjyKvIzY2VmqQKVlWu+85eIuLi8PAgQOZFGvS6NOnD1q2bAl/f398+fIFdevWxbNnz0BE2Lt3L3r16iXzXLdu3YKKigqcnZ0BFA8Kg4OD4eDggIULF4q4on8PmjZtimrVqomlaPT19UVGRkapQQQF7N+/H7Nnz8bkyZPRoEEDsYGuLMuwIizhiiAjIwN9+vRBTEwM67W4vxqV1UfLiywXb2EkuXtLsvxKQ9YEnqamJm7evMl6ok0SWlpauHPnjphlNiUlBS4uLj9NuqjyZJFYt24d6/qlefAJ0NfXR25urtQJF2FKvt+CdI/16tVjvNcEFBYW4tSpU9i8eTOePXvGur0clcvJkyfh7e2NqKgoWFtbw9DQ8LtPOvn6+uLTp084evQoU1ZYWIiMjIwKOf/34uds9S+Cq6srM/N37do1rFu3Dl27di230lJyNhcofV1UQkKCyAxlyWNVVFRgaWmJwMBAqXVIchE+efIkaxfh70l5lNzy5rkWZvv27VizZg2SkpIAFOcgnDRpEuuUBvIGHZMHRebaBooH5IIJGnt7e5nu3/JEgy7JgQMHEBcXJ1Y+cOBAuLm5sVKy9fX1MXLkSIwcORIvXrzAnj17sGPHDsyfP7/UtHqKuo5ly5Zh7ty5sLe3h7GxsVhKOln8888/zODNz8+PcXO1sLDA7t275VKylZWVWaUmjImJwZw5cwAUp1ciInz69AmhoaFYsmQJKyV71KhRmDVrFpydnfH06VP07dsXPXv2xIEDB5Cbm/vdI/Xevn0bcXFxIq7z+vr6WLp0KRo2bMiqjn79+gEQHfAK0qSxcY9t1KgR4uPjK13J7t+/P16+fIlly5aJPZP/FSqzj5YHeYNtCQdee/bsGWbNmgVfX1/GU+jq1asIDQ2V6SUEFC87kDcqvpqaGt68eSOmZKenp7MalC9fvhzGxsZi2SZ27NiBjIyMcmcpKSvlySLBNsYNj8eTqWTL03/Wq1ePiS4uiBUhTJUqVWSmk+P4sUhOToapqWm5AkwqEiUlpVIj1v8UEEelUbVqVbp27RoREfF4PHr79m256woICCh1kwSfz6c3b94QEZGlpSVlZGSU+by+vr6st4pi27Zt5OjoSKqqqqSqqkqOjo60detWVrJNmjShwMBAIiLS0tKi5ORkIiK6fv06mZmZyZSfN28eaWpq0qxZs+jvv/+mv//+m2bNmkVaWlo0b948Vm3Iy8ujCRMmkKqqKvH5fOLz+aSmpkaTJk2ir1+/sqqjPAg/D1ZWVvTu3btSj79//z5paGhI3JednU1+fn6kpKREPB6PeDweKSsr09ChQyknJ0fhbZeEsbExBQcHi5UHBweTkZFRmer69u0bHTlyhHr16kXq6upUvXp1BbWydIyMjCReA1s0NTXp+fPnRERkZmZG169fJyKip0+fkqamJqs6BM+xYDt69Cht3LiRHB0dqUOHDjLl1dXVKTU1lYiIBg0aRDNnziQioufPn7Nug46ODj158oSIiFasWEHt2rUjIqJLly5RjRo1WNUhDy4uLhQZGSlWHhkZSU5OTqzqePbsWambLPbt20fW1ta0fv16unLlCiUkJIhsFUWVKlXo9u3bFXa+H5HK6qMVyc2bN+nOnTvM30ePHiVvb2+aPXs25eXlyZRv1aoVhYeHi5Xv3r2bPDw8JMpkZmYyW2RkJDVt2pQuXLhA7969E9mXmZnJ6hr69etHHh4e9OnTJ6bs48eP5OHhQb1795Ypb2FhQZcvXxYrv3btGllaWrJqgyJwdnamqKgoIiJq3bo1TZ06lYiIgoKCWI07KpNnz55RSkoK8Xg8io2NFenTXr16RQUFBZXdRI4yMGTIEALAbBYWFmRhYUFr1qwROa5u3bq0YMEC5m8AtHXrVurevTtVqVKFbGxs6O+//xaRuXfvHnXu3Jm0tbVJS0uLmjdvTk+ePKEFCxaInBMAXbhwgVJSUggAxcfHM3VERUVRw4YNSVVVlUxMTGjmzJmUn5/P7Pfw8KDx48fT9OnTSV9fn4yNjUXaWdFwSnYlMmLECFJTUyNLS0vi8/lUs2ZNsrKykrjJol69eiKbo6MjaWhokI6ODrm6ukqUEVby+Xy+XEr+j4K8Sq6mpiY9ffqUiESV7JSUFFJTU5Mpb2hoKHHgER4eTgYGBmW6lpycHLpz5w7duXOnQhTTsk76FBQUSB1sjxw5kqytrenEiRPMoCkiIoJq1apFo0ePVnjbJbF8+XJSV1en8ePHU1hYGIWFhZG/vz9paGjQ8uXLWdVx/vx5Gj58OOnr65Ouri75+fnRuXPnqKio6Du3vhgTExNKTEwst7wiBm+CSRLBxufzydjYmPr370+vXr2SKW9ra0v79u2j7OxsqlatGqOs3r59m/U7oa2tzdyHNm3a0Nq1a4moWFFXV1dnVYc8REREkKOjIx04cIDS0tIoLS2NDhw4QM7OzhQREcFKOYiOjhYZDAjIz8+n6OhomW0o+TsIfgvBvxWFq6srXb16tcLO9yNT0X20InFzc6ODBw8SEVFycjKpqalR//79ycbGhiZOnChTvkqVKhL7psePH1OVKlUkygieVcFW8u+yPs8vXrwga2tr0tXVJU9PT/L09CQ9PT2yt7dnJvZKQ01NjfneCyO4HxXF6tWrKSgoiIiIzp49S+rq6qSmpkZ8Pp/p69iQl5dHjx49ktjPsOHNmzd09+7d7zqB16lTJ1bfDY7K4dOnT7Ro0SKqUaMGpaen09u3b1kr2TVq1KDw8HBKSkqiCRMmkJaWFr1//56Iit/VqlWrUs+ePSk2NpYeP35MO3bsoEePHtHnz5+pT58+1KFDB0pPT6f09HTKy8sTU7JfvHhBGhoaNHbsWHr48CEdOXKEDA0NRdrh4eFBOjo6tHDhQkpMTKTQ0FDi8Xh05syZ73znJMMp2ZXMyZMnaf369cTj8Wjx4sW0du1aiVt5yMzMpB49etDOnTsl7h8xYgSpqqoqRMknIvLy8qKPHz9KbIeXl1e5rqGsyKvkmpmZMTPbwkr24cOHydraWqa8rq6u1IGHrq6uTPnKRJGTPgYGBnThwgWx8vPnz5OhoeF3aL1k9u3bR82aNSN9fX3S19enZs2a0b59+1jJVq9endTV1al79+504MCBSrFQrVy5ktWAVxqKGrzJw59//knKysqkp6dHdevWpcLCQiIiWrduHXl6erKqw8vLiwYPHkw7d+4kFRUVSkpKIqLiWW0LC4vv1XSGkoqtQBko+XdpyoGwp4gw7969Y6VUyGsJVxSnT5+mZs2ayWWB5Kh85PUOsbOzo+nTp4uVT58+nezs7CTKREVFMVtISAhFRkaKlEVFRdH58+cpJCSE9XVkZ2fT5s2baezYsTR16lQKDQ2lb9++sZK1sbGhsLAwsfKdO3eyHvfIy7dv36hVq1Yi44Znz57RoUOHWCu4OTk5NHToUFJSUiIlJSVm3OLv789qQjkuLo4cHR1F+jXh/k2RCI+rOH5M1qxZI/JdZatkz507l/k7OzubANDJkyeJiGj27NlkZWUl9d0cMmQIeXt7i5SVVLL/97//kb29vYiR488//yQtLS1mXOHh4UHNmzcXqadhw4aMB11Fw63JrmQUuQa1JDo6OggICEDXrl0xaNAgsf1btmxBz549mQBNI0aMkOv8UVFREqOQf/36FRcvXix3vWUhPz9fYtqOBg0alLqGVkC/fv0wc+ZMHDhwADweD0VFRbh8+TKmTZvGKk3OoEGDsHHjRrGAVFu2bFFYhNDvhSKfh9zcXBgbG4uVGxkZVWjk3T59+pSa07o0Fi5ciN69e7MOPPg9mDZtGjp37oxatWrBwcGhzHEOJk+ezPy/TZs2ePToUblTgJWXsWPHolGjRkhLS0Pbtm3B5/MBFKcNXLJkCas61q5dCx8fHxw9ehRz5syBjY0NgOJgjxWxbkx4LWp5oX/XXpfk/fv3rFI9Pn/+HM2aNRNba1pQUIArV65U2FptwTerdevWIuVUhtRLHJUPETGBFM+dO4cuXboAAMzNzVmtlV6zZg169eqFkydPMim0bty4gaSkJBw6dEiijIeHB/P/Vq1aSYxG/f79e7Rp04b1+nFNTU2MHDmS1bElGTFiBCZNmoT8/HyR3PMzZszA1KlTy1VnWVFRUWGChwmwsLAo0/s8e/ZsJCQkICoqink/geI+f+HChZg1a1ap8kOHDoWdnR22b9/+n42zwCE/wmMKTU1N6Ojo4O3btwCK45q0aNFCbAxTFh4+fIimTZuKPJ/u7u7Izs7GixcvULNmTbF2AICpqSnTjoqGU7J/ECSlNFIEmZmZyMzMlLpfEUq+8AfiwYMHeP361e18rgAAKMJJREFUNfO3ILqkmZlZmestD/IqucuWLcO4ceNgbm6OwsJCODg4MHmu586dy6oN27dvx5kzZ9CkSRMAxTk7U1NTMXjwYJF8rxWRz7WsKGrSp2nTpliwYAF27twJdXV1AMCXL18QEBBQYblHy5vnWsCIESMU26ByMGHCBFy4cAFeXl4wMDCQe/BT1sGbgBcvXuDYsWNITU0Vm0iT9RxfunQJzZs3F5v86ty5M+vzu7i44O7du2Llv//+u0h6tD179qBbt26slNayIKwclBVBcEgejwdfX1+oqakx+woLC3Hnzh1WEwVeXl4SlZLMzEx4eXlViHIrSMOzadMmJpUZx8+Jm5sblixZgjZt2iA6OhobN24EUByZW9IEaUmcnJzw+PFjbNq0ickw0LVrV4wePZoJOloa0iadsrOzmW+GLGrWrMlkYvHy8hILgCYJ4awuM2bMwPv37zF27FimX1NXV8fMmTMxe/ZsVm1QBAMHDsT27duxYsWKcskfPXoU+/btQ5MmTUTuqaOjI5KTk2XKP336FIcOHWImLzk4hOHz+WLvtKSUbCUVaIGhCigOgFdRlNaOioZTsn8RSqZzICKkp6cjLCwMHTt2lCkvj5L/o0WXlEfJVVVVxdatWzFv3jzWea6FP9r37t1D/fr1AYD5uBkaGsLQ0BD37t1jZH70mWJ5J32CgoLQvn171KhRg8l3mpCQAHV1dZw+fVoRTZRJRkYGOnTogGrVqqFfv37w8fH56XIthoaG4tChQ2VSSEsiTwowoNiy061bN1hbW+PRo0dwcnJiUnAJnvXSaNWqFczMzDBgwAAMGDCgTGnwZFFyMD5q1Cg0btyY1WC7rFy8eBGbN2/G06dPceDAAZiZmSEsLAxWVlZo3ry5VDlBtggigra2tshgQ1VVFU2aNGE1oSOvJVwRqKiowMDAAF5eXqX2iRw/PmvWrJHLO8TKygrp6elYtmyZSPn79+9hZGQkddJH8A3m8XiYN28eNDQ0mH2FhYW4fv0663562bJliImJwcqVKzFixAiYmZnBw8MDHh4e8PT0lPiMCmd1sba2RmxsLObNm4eHDx+iSpUqsLW1FZkIqwgKCgqwY8cOnDt3TmJ6P1n9dEZGhtjkG1CcB53NWKN169ZISEjglGwOiVSrVg3p6enM31lZWUhJSSlTHS4uLggNDUV+fr5Ea7aqqqrMieI6derg0KFDIt/Cy5cvQ1tbm0lb/KPBKdm/CCXTOfD5fFSrVg1Dhgz57jOyKSkpICJYW1vjxo0bImmaVFVVYWRkJGJtUjTfQ8mtWbMmzM3NWR0r/NF+/vw5YmNjYWBgIM8l/fQ4OTkhKSkJu3fvZqwc/fv3h4+PT4XNaP79998iea5Xr17NOs/1j0LVqlVRq1atcsvLmwIMKHZFnDZtGgICAqCtrY1Dhw7ByMgIPj4+Iq6J0nj16hX27t2LPXv2YPny5XBxcYGPjw/69++v8A8jGwtaeTh06BAGDRoEHx8f3Lp1C3l5eQCKrcjLli2TmMdWgGDCytLSEtOmTSuzQqwoS7iikNfqxvFjULduXZFvooCS3iHSKK8lOj4+npG/e/euSI57VVVV1K1bF9OmTWNzCRg4cCAGDhwIoDhtV3R0NI4fP46xY8eiqKhI4qBdT08PKSkpMDIywrNnz1BUVAQtLS3Wqfi+B8LjlsTERJF9bPppNzc3REREYPz48SIy27ZtY+U5tm3bNgwZMgT37t2Dk5OTmBLUrVs3VtfB8WvSqlUrhISEoGvXrtDT08P8+fPLPKb39/fH+vXr0a9fP8yePRu6urq4du0aGjVqBHt7e1haWuL06dN4/PgxDAwMJKYyHjt2LNauXYvx48fD398fjx8/xoIFCzBlyhRmGdqPBqdk/8QIK5dlnVVSJAL308pyx1C0klvWPNeSPtocgIaGRqW7XJc3z/WPwsKFC7FgwQIEBweLWHzYEhQUhB07dsDX17fcbXj48CH27NkDoDg39pcvX6ClpYVFixbB29tbah5XAYaGhvD394e/vz9SUlIQHh6O0NBQzJ49Gy1btsT58+fL3baKYsmSJdi0aRMGDx6MvXv3MuXu7u6s15XPmDFDZBLg+fPnOHLkCBwcHNCuXTupcoqyhCsKea1uHD8G0pbTyHLVltcSLYhv4Ofnh6CgIOjo6JTvAv4lNzcXly5dQlRUFC5cuID4+Hg4OTlJXSbUq1cveHh4wNTUFDweD25ublIVhqdPn8rVNrbIG/Nh2bJl6NixIx48eICCggIEBQXhwYMHuHLlCqKjo2XKX716FZcvX8bJkyfF9nFxFjhmz56NlJQUdOnSBbq6uli8eHGZdQ4DAwOcP38e06dPh4eHB5SUlFCvXj24u7sDKF6eFxUVBTc3N2RnZ+PChQtihhAzMzOcOHEC06dPR926dVG1alUMGzaM9VLOyoBH32vqn+O7o6SkJOb2VNkW1KSkJKmuqfPnz/8u5zQwMMCJEyfQuHFj8Pl8vHnzRsSaXhbmz5+P1atXY/z48cwM8NWrV7FhwwZMnjwZixYtEpMZOXIkdu7cCVNTU6SmpqJGjRqV/tGubJYvXw5jY2MMHTpUpHzHjh3IyMjAzJkzK7Q9+fn5iIiIwK5duxAREYGqVavi5cuXFdqG8uDq6ork5GQQESwtLcUsDLdu3SpV3tTUFDExMXK59pqYmODChQuoU6cOHBwcsGLFCnTr1g0JCQlM0JGyUFhYiJMnT2LevHm4c+eOQgdw2traSEhIULi7uIaGBh48eABLS0uRczx9+hQODg74+vWrzDratWuHnj17YvTo0fj06RPs7e2hqqqKd+/eYfXq1TInKwICAsplCVc0Xl5eUvfxeLyfYtKEA/D29sbp06eZ5TQDBw5klvaUhuD3j46ORtOmTcUs0QKPjYpYTtCsWTPEx8ejTp06zNrsli1bQl9fv1S5U6dOMQE+Fy1aJDX2yMSJE79Hs78LycnJWLFiBRISEpCdnY369etj5syZcHZ2lilraWmJLl26YN68eazW45ckPz8fo0aNwrx582BlZVXqscuXL8eYMWMqNaAoB0dFwSnZPzGKVC4VwdatWzFmzBgYGhrCxMREzDVVlkJQXhSp5FarVg3r1q1D//79Rcr37NmD8ePHS426+it+tOXB0tIS4eHhYm6s169fR79+/SrM8+LChQsIDw/HoUOHUFRUhJ49e8LHxwetWrX64dfFA8WW7NLauWDBglLlV61ahVevXmHt2rXlbkP37t3RuXNnjBgxAtOmTcPff/8NX19fHD58GPr6+jh37hyrei5fvozdu3fj4MGD+Pr1K7y9vVm7nLPleynZ1tbW2LJlC9q0aSNyjp07d2LFihV48OCBzDoMDQ0RHR0NR0dHbNu2DevXr0d8fDwOHTqE+fPn4+HDh6XKf/nyBUTEWA7ZWsI5OKQhvJzm4sWLZVpOoyhLtDxUrVoVfD4f7dq1g6enJzw9PWFnZ8da3s/PD+vWrVNoVpefEW1tbdy+fVuupUm6urq4ffu2TCWbg+O/BKdk/8T8aBZUCwsLjB07tsKtlIDilFw9PT3ExsaKzcInJiaiUaNG+PTpU6ny3Ee7GHV1dTx8+FDsg1sWy195EF5CYWZmhg8fPqBDhw7w8fFB165dKzygTWVTVFSEzp07IzExsVwpwIDi3yw7OxsuLi7IycnB1KlTceXKFdja2mL16tUyo5XPnj0be/fuxatXr9C2bVv4+PjA29u7XO7vsvheSvby5cuxa9cu7NixA23btsWJEyfw/PlzTJ48GfPmzWPWQpaGhoYGHj16hJo1a6JPnz5wdHTEggULkJaWBnt7e5mp7eS1hHNwlIbwcpqkpKSfYjmNYF13VFQUoqOjERMTA1VVVSbaeGUvV6pIkpOTERwcjKdPn2Lt2rUwMjLCyZMnUbNmTZnBJocMGYIWLVpIXRLHhiFDhqBevXoiaSM5OP7rcGuyf2LGjRuHbt264dmzZwrJcy0vHz9+RO/evSvl3IpKPSVvCrDvlYrtZ8Pc3ByXL18WU7IvX76M6tWrf7fzCq/PB4C0tDQYGhp+t/N9b6QtA/n06RPq168vc/JMESnAhBVWTU1NbNq0qUzyMTExmD59Ovr06fPdfwsLCwu58nBKY9asWSgqKkLr1q2Rm5uLli1bQk1NDdOmTWOlYAOAjY0Njh49ih49euD06dPMYPTt27esrIG3bt1iAlwePHgQJiYmIpZwTsnmKC/5+fmIi4vD9evX8ezZs3K5DFcGPB4PLi4ucHFxwfjx43Hz5k1s2LABu3fvxr59+/4zSnZ0dDQ6duwId3d3xMTEYMmSJTAyMkJCQgK2b9+OgwcPlipvZ2eH2bNn49KlS3B2dhbrQydMmCCzDba2tli0aBEuX74sMVYDmzo4OH41OEv2T4zwmmwrKyvExMQwEbErg2HDhqFhw4YYPXp0pbWhPAin9crPz0doaChq1qwpMQVYRaYi+5lZtWoVVq1ahd9//51J6xYZGYkZM2Zg6tSp3y3ivfASCiUlJbx+/bpSl1DIC5/Px+vXr8XSs7x58wbm5uZiOatLoq2tjb1798qVAkxeRf/r16+s897K4tu3bxLjPdSsWVMh9bM5/5MnT5CdnQ0HBwdoaWmVerywZ8WhQ4fQv39/FBYWonXr1jhz5gyAYit5TEyMxKBDwshrCefgKMnPvpzm1q1biIqKQlRUFC5duoTPnz/D2dmZWZ/t7e1d2U2sEJo2bYrevXtjypQpIt48N27cQM+ePfHixYtS5Utz8ebxeKw8IRVRBwfHrwZnyf6JEY5qnZqaqrCBbFkQzs9tY2ODefPm4dq1a+WeDa0MgoOD4eTkBGVlZfB4PDRo0ACAeAqw+/fvV2Yzf3iEFYoZM2bg/fv3GDt2LKMIqqurY+bMmd81pZxw5FgAP0Tk2PJw7Ngx5v+nT58WSWdRWFiIyMhIVmvf5E0BBgDPnj2TGJwsLy+PVfA4IyMjZvDeunXrcqXaSEpKwtChQ3HlyhWRckEaoYqKfquqqgoHBwdkZWXh3LlzsLe3R506daQeL+xZMX36dDx9+hQZGRkiAaZat26NHj16yDy3vJZwDg5py2m2bNnyUy6nadSoEVxdXeHh4YERI0agZcuWElP//OrcvXsX4eHhYuVGRkZS48gIo4gYKZWZ4YaD40eFs2T/xIwcORKhoaGoXr16pa3JZhvk4keeyRS2Fv4oUdp/RiRFu1dTU8PDhw9RpUoV2NraVsgg7mcPQpeQkABXV1ep+1VUVGBpaYnAwEB06dKl1LqCg4Nx6tSpcqUAEyj63bt3R2hoqERF/+zZs3j8+HGp9Rw5cgTh4eGIiIiArq4u+vbti4EDB8LNzY11W9zd3aGsrIxZs2YxqXeEYRMVWR769OmDli1bwt/fH1++fEG9evWQkpICIsLevXvRq1cviXLyBqdUpCWcg0O4jzYzM0NCQsJPvZwmKyuLm2ACUKNGDezfvx/NmjUTsWQfOXIE06ZNYwwGikbYC7A0eDweAgMDv0sbODh+ZDgl+yfnZ1cofgR+tCjtPys/2n38WYPQlVwGEhsbW+6BcHlTgClS0Rfw+fNnHDx4EHv27MH58+dhbW2NgQMHskrtp6mpiZs3b6J27dqszqVoTExMcPr0adStWxfh4eFYsGABEhISEBoaii1btiA+Pl6inLzBKUtOXMXExDCWcIFHwI0bN6Cjo1Np94bj5+FXW04joLKXkVQ206ZNw/Xr13HgwAHY2dnh1q1bePPmDQYPHozBgwdLzEIxZcoULF68GJqamjKV5ZIxagSUTOd369YtFBQUwN7eHkBxwFglJSU0aNCAS+3H8Z+EU7J/EX5WheJH4EfwCPgV+NGi3f+sKHIgXN4UYIpU9CXx4MED+Pj4sM6T3bBhQ6xZswbNmzdXWBvKQpUqVZCYmAhzc3MMHjwY1atXx4oVK5CamgoHB4dSc4XLMxH6o01ccfzc/Gp9dGJiIoYNG1bpy0gqm2/fvmHcuHEICQlBYWEhlJWVUVhYiAEDBiAkJETib1y1alUkJibC0NBQTFkWhsfjsVKQV69ejaioKISGhjJ5yj9+/Ag/Pz+0aNECU6dOLf8FcnD8pHBKNodcsHUXAqTPhv4IcB4BioG7j/LzI0z6fA+L19evX3Hs2DGEh4fj1KlTMDY2Rv/+/bFixQqJx2dlZTH/j4uLw9y5c7Fs2TKJ8R6+t8uonZ3d/7V370FRXXccwL/LS3nKQ14aHuFRooL4oEnQQaIWUWM1omFrqSBgRIMCJpDYGtDYmGYKojKiCQ4VkjGCZCbaxCoQX1gQBwKiKQzIS0hFE0ETEQVhb/9g3LouKLK7LC7fz1+5j3PO79xxNvzuueccfPTRR3j99dfx4osvIisrC3PmzEFFRQXmzp07oHmPg3kRqmlJEamfJv1Gq3sayXDT3NyMy5cvo729HVOnTpXbivRRyp4mN378eOTl5cltF/bDDz9g3rx5uHbt2qDrJnpeceEzUsjji4b1985muK9UqqwtwEY6PkfFpaWlISAgQPqHsCJb8w12ZfBly5Zh1qxZ0u3WFFlALjc3F19++SWOHDkCHR0dLF++HHl5eZg1a9YTy5mamsr8bgiCgLlz58rcM1QjVjExMQgKCoKRkREcHBzw2muvAejdnszDw2NAdQxmez9l/lsgAjTrN/rixYtqnUYyXGzbtg2xsbGws7OT2WHm3r17SExM7HNKjpmZmXTh3MbGRrlP7Z/Vr7/+ip9//lnu/M8//4w7d+4oVDfR84oj2aQQLhpGpDqKTgNRZAswZY14GRgYYNGiRQgKCsLChQsHvI/12bNnB3QfAPj6+g743sEqLS1Fc3Mz/Pz8pFt3HTt2DKamppg5c6bK2+eUICJZ6p5GMlw8Or3nUa2trbCysurzJaSyv5IJDg7GuXPnsGPHDrz88ssAerc/jYuLg4+PDzIzMwfRM6LnG5NsUgjnDBINP8paGRxQPLm7c+eORiWGD/+XOdy/ziHSRMNpGslw0d/fXqdOnYJYLO5zhBlQ7tSBjo4OxMbG4h//+AcePHgAANDR0UF4eDgSExNhaGj4jL0iev4xySaFDIf5o0T0f6pYGVwRGRkZWLVqldz57u5uxMfH429/+9uA6rl9+zbS09NRVVUFAJg0aRLCwsKGbF/c9PR07Ny5E1euXAEAuLq6IiYmBqtXrx6S9omoN6F8fBrJ4y+8RsrCZ2ZmZhCJRPjll19gYmIi8xx6enrQ3t6OtWvXIjU19Yn1KPMrmbt370q3DHN2dmZyTSMak2xSmCYtpEL0vFP1yuDPysTEBP7+/khLS5OuOltdXY0//vGPaG1tRWNj41PrKC0thb+/P/T19aWfIpaUlODevXvIy8vDtGnTVNkFJCQkIDk5GRs2bIC3tzcA4Pz589izZw82btyIbdu2qbR9Iur16DSSxsZG2NnZyb3Yl0gkaGpqQkhIyFCHN6QyMzMhCALCwsKwa9cumReOenp6cHR0lP5eEdHQY5JNSsM5g0TqN9z2wq2rq8Of/vQnNDc348CBA6ipqcF7772HN954A3v37h3QSLSPjw9cXFywf/9+6Oj0rtfZ3d2N1atXo76+HgUFBSrtg6WlJVJSUrBixQqZ84cOHcKGDRsGtLo4ESnXYOYia6KzZ89KV1onouGDSTYRkQYZjlM4JBIJYmJikJqaCm1tbWRmZsolrE+ir6+P8vJyuVWEKysr4eXlhY6ODmWHLMPU1BQlJSVyW+LU1NTg5Zdfxu3bt1XaPhHJ628u8tWrVzFx4kTcvXtXTZENrbKyMujq6kp3Ojh69CgOHDiAiRMnYuvWrdDT01NzhEQjE197ERFpkOG47dOxY8eQlZUFb29v1NTUID09Hb6+vtItwp7GxMQETU1Nckl2c3PzkPRt5cqV2LdvH5KTk2XOp6WlISgoSOXtE9H/vfPOOwB6Fx+Mj4+HgYGB9FpPTw8uXLiAKVOmqCm6oRcREYFNmzbBw8MD9fX1EIvFCAgIQE5ODjo6OrBr1y51h0g0IjHJJiLSMMNpL9yIiAhkZmZi+/bteOedd3Djxg2EhYXBw8MD+/btQ2Bg4FPrEIvFCA8PR1JSEmbMmAEAKCwsRFxc3DONiCsiPT0deXl5ePXVVwH0bk/T1NSE4OBg6R/9AOQScSJSrvLycgC9C5xdvnxZZqRWT08Pnp6eiI2NVVd4Q66mpkb6UiEnJwe+vr748ssvUVhYiD/84Q9MsonUhJ+LExGRyri7u+PgwYPw9PSUOZ+amor3338f7e3tfZa7dOkS3N3doaWlha6uLsTFxeHTTz9Fd3c3gN5V0tetW4dPPvkEo0aNUnrcj7Y/e/bsAZURiUQ4deqU0mMhInmhoaHYvXv3iNmqqz8mJib4/vvv4erqCj8/PyxatAjR0dFoamqCm5sb7t27p+4QiUYkJtlERKQynZ2d/SbB1dXVcHNz6/Pao4saOTk5oaSkBPr6+jLbwzz6maiy9dW+hYWFytojIhqMOXPmwM7ODr/73e8QHh6OyspKuLi44OzZswgJCRnQDg5EpHxa6g6AiIg015NGmftLsIHexcYaGhoA9G7VI5FIYGBgAA8PD3h4eKg0we6vfSKi4WbXrl0oKyvD+vXrsXnzZri4uAAAvvrqK+n0GiIaehzJJiIilfrqq69w+PBhNDU1oaurS+ZaWVlZn2XWrFmDzz//HLa2tmpZJV3d7RMRKeL+/fvQ1taGrq4ugN4tBxcvXgxDQ0M1R0Y0MnDhMyIiUpmUlBRs3rwZq1atwtGjRxEaGoq6ujqUlJQgMjKy33LqXiVd3e0TESli9OjRMscRERF45ZVX4OTkpKaIiEYWjmQTEZHKvPTSS9iyZQtWrFgBY2NjVFRUwMnJCQkJCWhra8OePXueWkdoaChSUlLUluSqu30iIkU9+vtLRKrHJJuIiFTGwMAAVVVVcHBwgJWVFfLz8+Hp6YkrV67g1VdfRWtrq7pDJCLSeEyyiYYWFz4jIiKVsbGxQVtbGwDA3t4excXFAICGhgbwHS8RERFpIibZRESkMnPmzME///lPAL2fXW/cuBF+fn4Qi8VYunSpmqMjIiIiUj5+Lk5ERCojkUggkUigo9O7zmZWVhaKiorg6uqKiIgI6OnpqTlCIiLNx8/FiYYWk2wiIiIiIg3m7u6O48ePw87OTt2hEI0ITLKJiEil7t+/j0uXLuGnn36CRCKRubZ48WI1RUVEpDm6urr6/I21t7dXU0REIxv3ySYiIpU5ceIEgoODcfPmTblrIpEIPT09aoiKiEgzXLlyBWFhYSgqKpI5LwgCf2OJ1Igj2UREpDKurq6YN28eEhISYG1tre5wiIg0ysyZM6Gjo4NNmzbB1tYWIpFI5rqnp6eaIiMa2ZhkExGRypiYmKC8vBzOzs7qDoWISOMYGhri+++/x0svvaTuUIjoEdzCi4iIVGb58uU4c+aMusMgItJIEydO7HM6DhGpF0eyiYhIZTo6OvDmm2/C0tISHh4e0NXVlbkeFRWlpsiIiJ5Pv/76q/S/S0tL8cEHH+Djjz/u8zfWxMRkqMMjIjDJJiIiFUpPT8fatWsxevRoWFhYyMwXFIlEqK+vV2N0RETPHy0tLZnf0od/yj9+jgufEakPk2wiIlIZGxsbREVFYdOmTdDS4gwlIiJFnT17dsD3+vr6qjASIuoPk2wiIlIZc3NzlJSUcOEzIiIVuX37NtLT01FVVQWgd552eHg4xowZo+bIiEYuDisQEZHKhISEIDs7W91hEBFppNLSUri4uGDnzp1oa2tDW1sbdu7cCWdnZ5SVlak7PKIRiyPZRESkMlFRUfj888/h6emJyZMnyy3Kk5ycrKbIiIiefz4+PnBxccH+/fuho6MDAOju7sbq1atRX1+PgoICNUdINDIxySYiIqW6dOkS3N3doaWlhdmzZ/d7n0gkwqlTp4YwMiIizaKvr4/y8nK5fbIrKyvh5eWFjo4ONUVGNLLpqDsAIiLSLFOnTkVLSwusrKxw9epVlJSUwMLCQt1hERFpHBMTEzQ1Nckl2c3NzTA2NlZTVETEOdlERKRUpqamaGhoAAA0NjZCIpGoOSIiIs0kFosRHh6O7OxsNDc3o7m5GVlZWVi9ejVWrFih7vCIRiyOZBMRkVItW7YMvr6+sLW1hUgkgpeXF7S1tfu8l/tkExENXlJSEkQiEYKDg9Hd3Q0A0NXVxbp16/DJJ5+oOTqikYtzsomISOlOnDiB2tpaREVFYdu2bf1+thgdHT3EkRERaZ6Ojg7U1dUBAJydnWFgYKDmiIhGNibZRESkMqGhoUhJSeHcQCIiIhoxmGQTERERERERKQkXPiMiIiIiIiJSEibZRERERERERErCJJuIiIiIiIhISZhkExERERERESkJk2wiIg2ydetWTJkyRaE6GhsbIRKJcPHiRaXE1B+RSIQjR46otA0iIiKiocYkm4hoCDU3NyMsLAzjxo2Dnp4eHBwcEB0djdbW1meuq68kNTY2FidPnlQoRjs7O7S0tMDd3V2heh7qL/FvaWnBggULlNLGSLNq1Sq88cYb6g6DiIiI+sAkm4hoiNTX18PLywtXrlzBoUOHUFtbi08//RQnT56Et7c32traFG7DyMgIFhYWCtWhra0NGxsb6OjoKBzPk9jY2GDUqFEqbUNVHjx4oO4QlKKrq0vdIRAREWkcJtlEREMkMjISenp6yMvLg6+vL+zt7bFgwQJ89913+O9//4vNmzdL73V0dMRf//pXrFixAoaGhhg/fjxSU1NlrgPA0qVLIRKJpMePjxo/HPH8+OOPYW1tDVNTU2zbtg3d3d2Ii4uDubk5XnjhBRw4cEBa5vHPxW/duoWgoCBYWlpCX18frq6uMve///77+M1vfgMDAwM4OTkhPj5emoRmZGTgww8/REVFBUQiEUQiETIyMgDIj8RfvnwZc+bMgb6+PiwsLLBmzRq0t7fL9SUpKQm2trawsLBAZGTkExPeh8/js88+g52dHQwMDBAYGIhffvlFek9JSQn8/PwwduxYjBkzBr6+vigrK5OpRyQSYd++fVi8eDEMDQ2xfft29PT0IDw8HC+++CL09fXh5uaG3bt3y5QbzPMHer94CAwMhKmpKczNzbFkyRI0NjZK+5SZmYmjR49Kn+mZM2eeWu7ReLZv345x48bBzc2t32dHREREg8Mkm4hoCLS1tSE3Nxdvv/029PX1Za7Z2NggKCgI2dnZEARBej4xMRGenp4oLy/Hpk2bEB0djfz8fAC9iSEAHDhwAC0tLdLjvpw6dQrXrl1DQUEBkpOTsWXLFixatAhmZma4cOEC1q5di4iICPz44499lo+Pj0dlZSWOHz+Oqqoq7Nu3D2PHjpVeNzY2RkZGBiorK7F7927s378fO3fuBACIxWK8++67mDRpElpaWtDS0gKxWCzXxt27d+Hv7w8zMzOUlJQgJycH3333HdavXy9z3+nTp1FXV4fTp08jMzMTGRkZ0qS9P7W1tTh8+DC++eYbnDhxAuXl5Xj77bel1+/cuYOQkBD8+9//RnFxMVxdXbFw4ULcuXNHpp6tW7di6dKluHz5MsLCwiCRSPDCCy8gJycHlZWVSEhIwF/+8hccPnxYoef/4MED+Pv7w9jYGOfOnUNhYSGMjIwwf/58dHV1ITY2FoGBgZg/f770mc6YMeOp5R46efIkqqurkZ+fj2+//faJz46IiIgGQSAiIpUrLi4WAAhff/11n9eTk5MFAMKNGzcEQRAEBwcHYf78+TL3iMViYcGCBdLjvurbsmWL4OnpKT0OCQkRHBwchJ6eHuk5Nzc3wcfHR3rc3d0tGBoaCocOHRIEQRAaGhoEAEJ5ebkgCILw+9//XggNDR1wXxMTE4Xp06f3G1Nf8aelpQlmZmZCe3u79PqxY8cELS0t4fr16zJ96e7ult7z5ptvCmKxuN9YtmzZImhraws//vij9Nzx48cFLS0toaWlpc8yPT09grGxsfDNN9/IxBoTE/PkjguCEBkZKSxbtkx6PJjn/8UXXwhubm6CRCKR3tPZ2Sno6+sLubm50nqXLFki0/ZAy1lbWwudnZ1P7QsRERENDkeyiYiGkPDISPXTeHt7yx1XVVU9c5uTJk2Cltb/f+6tra3h4eEhPdbW1oaFhQV++umnPsuvW7cOWVlZmDJlCt577z0UFRXJXM/OzsbMmTNhY2MDIyMjfPDBB2hqanqmGKuqquDp6QlDQ0PpuZkzZ0IikaC6ulqmL9ra2tJjW1vbfuN+yN7eHuPHj5cee3t7y9R748YNvPXWW3B1dcWYMWNgYmKC9vZ2uT54eXnJ1Z2amorp06fD0tISRkZGSEtLkyv3rM+/oqICtbW1MDY2hpGREYyMjGBubo779++jrq6u334OtJyHhwf09PSe+MyIiIho8FS7qg0REQEAXFxcIBKJUFVVhaVLl8pdr6qqgpmZGSwtLZXetq6ursyxSCTq85xEIumz/IIFC3D16lX861//Qn5+PubOnYvIyEgkJSXh/PnzCAoKwocffgh/f3+MGTMGWVlZ2LFjh9L70V9f+ot7oEJCQtDa2ordu3fDwcEBo0aNgre3t9yiYI++AACArKwsxMbGYseOHfD29oaxsTESExNx4cKFp8b8pH60t7dj+vTpOHjwoFysT/r3MdByj/eDiIiIlItJNhHRELCwsICfnx/27t2LjRs3yszLvn79Og4ePIjg4GCIRCLp+eLiYpk6iouLMWHCBOmxrq4uenp6VB88epO0kJAQhISEwMfHB3FxcUhKSkJRUREcHBxkFm27evWqTFk9Pb2nxjlhwgRkZGTg7t270iSwsLAQWlpaCi/O1dTUhGvXrmHcuHEAep/jo/UWFhZi7969WLhwIYDexcNu3rz51HoLCwsxY8YMmfndTxppHqhp06YhOzsbVlZWMDEx6fOevp7pQMoRERGR6vFzcSKiIbJnzx50dnbC398fBQUFaG5uxokTJ+Dn54fx48dj+/btMvcXFhbi73//O2pqapCamoqcnBxER0dLrzs6OuLkyZO4fv06bt26pbK4ExIScPToUdTW1uI///kPvv32W2my7+rqiqamJmRlZaGurg4pKSn4+uuvZco7OjqioaEBFy9exM2bN9HZ2SnXRlBQEEaPHo2QkBD88MMPOH36NDZs2ICVK1fC2tpaofgf1ltRUYFz584hKioKgYGBsLGxkfbhiy++QFVVFS5cuICgoCC5xen64urqitLSUuTm5qKmpgbx8fFPXIBuoIKCgjB27FgsWbIE586dQ0NDA86cOYOoqCjp4miOjo64dOkSqqurcfPmTTx48GBA5YiIiEj1mGQTEQ2Rh0mZk5MTAgMD4ezsjDVr1mD27Nk4f/48zM3NZe5/9913UVpaiqlTp+Kjjz5CcnIy/P39pdd37NiB/Px82NnZYerUqSqLW09PD3/+858xefJkzJo1C9ra2sjKygIALF68GBs3bsT69esxZcoUFBUVIT4+Xqb8smXLMH/+fMyePRuWlpY4dOiQXBsGBgbIzc1FW1sbfvvb32L58uWYO3cu9uzZo3D8Li4uCAgIwMKFCzFv3jxMnjwZe/fulV5PT0/HrVu3MG3aNKxcuRJRUVGwsrJ6ar0REREICAiAWCzGK6+8gtbWVplR7cEyMDBAQUEB7O3tERAQgAkTJiA8PBz379+XjlC/9dZbcHNzg5eXFywtLVFYWDigckRERKR6IuFZVuEhIqIh4ejoiJiYGMTExKg7lOfa1q1bceTIEeme30RERESqxpFsIiIiIiIiIiVhkk1ERERERESkJPxcnIiIiIiIiEhJOJJNREREREREpCRMsomIiIiIiIiUhEk2ERERERERkZIwySYiIiIiIiJSEibZRERERERERErCJJuIiIiIiIhISZhkExERERERESkJk2wiIiIiIiIiJWGSTURERERERKQk/wOrrSDrM2If+gAAAABJRU5ErkJggg==", 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xxRfMnDmTrl27UqlSJa5fv85///tfvL296dixo9X7ExGR+4C9ljUXEZH8pWXLlgaQ7eNOsrqF18qVK406deoYbm5uRkBAgDFx4kRj7ty5mW43Vb58eaNTp05Z7jcyMtLo1KmT4e7ubpQoUcJ4/fXXjaVLlxqA8fvvv1v03bNnj9GtWzejWLFihqurq1G+fHmjZ8+extq1a++Y//vvvzdq1KhhODk5ZbpF1DfffGMEBQUZrq6uRtGiRY0+ffoYZ86csRj/91th3XLp0iWjRo0aRqlSpYyjR48ahmEYc+bMMSpXrmy4uroa1apVM+bNm5flewcYL730kkXbrdtX/fO2Wbdud/Xtt9+a2w4cOGCEhIQYnp6eRvHixY3nnnvO+PPPPzMdW05z/9OlS5eMl156yahWrZrh4eFh+Pj4GI0aNTKWLFmSqe8nn3xiVKtWzXB2djZKlixpvPjii8bVq1czvX9/v4WXYRjGxYsXje7duxuFChUyihQpYrzwwgvGvn37Mh1DWlqa8corrxglSpQwTCaTxXvJP27hZRiGsXv3bqN9+/aGp6enUahQIeORRx4xtm7datHn1i28/nlrrn/eWmz37t1Gr169DH9/f8PV1dXw9fU1Hn30UWPnzp1Zvm8iInL/MxlGFiutiIiI5GNTp05lyJAhnDlzBj8/P3vHERERETFTkS0iIvnajRs3LFYeT0pKIigoiPT0dI4cOWLHZCIiIiKZ6ZpsERHJ17p164a/vz/16tUjNjaWL7/8kkOHDrFo0SJ7RxMRERHJREW2iIjka+3bt+fzzz9n0aJFpKenU6NGDRYvXswTTzxh72giIiIimWi6uIiIiIiIiIiN6D7ZIiIiIiIiIjaiIltERERERETERlRki4iIiIiIiNiIimwRERERERERG1GRLSIiIiIiImIjKrJFREREREREbERFtoiIiIiIiIiNqMgWERERERERsREV2SIiIiIiIiI2oiJbRERERERExEZUZIuIiIiIiIjYiIpsERERERERERtRkS0iIiIiIiJiIyqyRURERERERGxERbaIiIiIiIiIjajIFhEREREREbERJ3sHyGsZGRmcO3cOLy8vTCaTveOIiIiIiDwQDMPg+vXrlClTBgcHneu7V6pr8pY1P78PXJF97tw5ypUrZ+8YIiIiIiIPpNOnT1O2bFl7xyjwVNfYR05+fh+4ItvLywu4+eZ4e3tn2Sc1NZVffvmFdu3a4ezsbPVr2Hu8MthmfH7IcD8cQ37IcD8cQ37IcD8cQ37IcD8cQ37IoGNQBluNVwbbjM/JPuLi4ihXrpz573G5Nzmpa8R2rPn5feCK7FtTKby9vW9bZBcqVAhvb++7/kfKnuOVwTbj80OG++EY8kOG++EY8kOG++EY8kOG++EY8kMGHYMy2Gq8MthmvDX70NRm28hJXSO2l5OfX10MISIiIiIiImIjKrJFREREREREbERFtoiIiIiIiIiNPHDXZIuIiIjcr9LT00lNTc1x/9TUVJycnEhKSiI9Pf2uXvNe92Hv8cpgm/Ei8j8qskVEREQKOMMwiI6O5tq1a1aPK1WqFKdPn77rxajudR/2Hq8Mthl/ax9eXl4YhnFX40XuFyqyRURERAq4CxcucP36dXx9fSlUqFCOi6SMjAzi4+Px9PTEweHuriK8133Ye7wy2Ga8YRjEx8eTnJzMhQsXdB9seaCpyBYREREpwEwmE3FxcZQsWZJixYpZNTYjI4OUlBTc3NzuqTi8l33Ye7wy2GY8gKurK0lJScTFxZGeno6jo+Nd7UekoNPCZyIiIiIF2K1CplChQnZOIgIuLi4AVq0NIHK/UZEtIiIich+42+toRWxJP4ciKrJFRERExE5atWrFkCFD7B3D5kwmEytWrLB3jEzmz59P4cKF7R1D5L6nIltEREREJAv5tVjOS8uWLaNdu3YUK1YMk8lERESEvSOJ5HsqskVERESkQDIMg7S0NHvHuK8lJCTQvHlzJk6caO8ouWLjxo2EhYVRpkyZHH+okpyczMiRIylfvjyurq4EBAQwd+5c8/Zly5YRHBxM4cKF8fDwoF69eixcuNBiH4ZhMHr0aEqXLo27uzshISEcPXrU1ocndqIiW2wuPjmNhdtO8smSH/E4soS0VW/AkV9A90wUERHJ19IzDLYdv8z3EWfZdvwy6Rl5+7t74cKFBAcH4+XlRalSpejduzcXLlwwb1+/fj0mk4mffvqJ+vXr4+rqyubNm7l+/TpPPfUUHh4elC5dmo8++ohWrVrx2muvmccmJyczbNgw/Pz88PDwoFGjRqxfvz7bLAEBAQB07doVk8lkfg4wa9YsKlWqhIuLC1WrVs1UQP3TmDFjKF26NH/99RcAb731FlWqVKFQoUJUrFiRUaNGWSwUNnbsWOrVq8fcuXPx9/fH09OTQYMGkZ6ezqRJkyhVqhS+vr689957Fq8zY8YM6tati4eHB+XKlWPQoEHEx8dnm+vixYsEBwfTtWtXkpOTs+zz9NNPM3r0aEJCQm57jAVVQkICdevWZcaMGTke07NnT9auXcucOXM4fPgwX3/9NVWrVjVvL1q0KCNHjmTbtm389ddfDBgwgAEDBvDzzz+b+0yaNInp06cze/Zs/vjjDzw8PGjfvj1JSUk2Pb58J/pP+OVtWP0mRG6wd5pco1t4iU1Fx96gx+xtNI5bw0Snz3A0GfAn8Oc8qNUdus8BLYghIiKS76zZF824Hw4QHfu/P/JL+7gxJqwGHWqVzpMMqampjB8/nqpVq3LhwgWGDh1K//79Wb16tUW/4cOHM3nyZCpWrIiPjw+vv/46W7duZeXKlZQsWZLRo0eze/du6tWrZx7z8ssvc+DAARYvXkyZMmVYvnw5HTp0YO/evVSqVClTlh07duDr68u8efPo0KGDeRX35cuXM3jwYKZOnUpISAirVq3imWeeoWjRonTq1MliH4Zh8Oqrr7Jq1So2bdpEYGAgAF5eXsyfP58yZcqwd+9ennvuOTw9PXnhhRfMY48fP85PP/3EmjVrOH78OI8//jiRkZFUqVKFDRs2sHXrVgYOHEhISAiNGjUCwMHBgalTp1KpUiUiIyMZNGgQb775JjNnzsx0fKdPn6Zt27Y0btyYOXPmYDKZsi2072ehoaGEhobmuP+aNWvYsGEDkZGRFC1aFMDiAxi4udbA3w0ePJgvvviCzZs30759ewzDYOrUqbz99ts89thjACxYsICSJUuyYsUKnnzyyXs6pnxr20z4ecT/nm//FIKfgUen2C9TLtGZbLGpj8KPcPXqFcY4LbhZYP/dvqVwNNw+wURERCRba/bF8OKXuy0KbICY2CRe/HI3a/ZF50mOgQMHEhoaSsWKFWncuDHTp0/np59+ynQ29p133qFt27ZUqlQJZ2dnvv76ayZNmkSbNm2oVasW8+bNIz093dw/KiqKefPm8e2339KiRQsqVarEsGHDaN68OfPmzcsyS4kSJQAoXLgwpUqVMj+fPHky/fv3Z9CgQVSpUoWhQ4fStWtXPv74Y4vxaWlpPPXUU6xdu5bNmzebC2yAt99+m6ZNmxIQEEBYWBjDhg3j22+/tRifkZHB3LlzqVGjBmFhYTzyyCMcPnyYqVOnUrVqVQYMGEDVqlVZt26decyLL77II488QkBAAK1bt+bdd99lyZIlmY7t8OHDNGvWjPbt2zNv3jzdz9oKK1euJDg4mEmTJuHn50eVKlUYNmwYN27cyLK/YRisXbuWw4cP8/DDDwNw4sQJYmJiLGYH+Pj40KhRI7Zt25Ynx5Hn4i9A+OjM7TvnwOkdeZ8nl+lMttjUb4cu0sjhIF6mrP+h4ejPUKVd3oYSERGRbKVnGLyz6iBZTQw3ABMw7ocDtK1RCkeH3J2NtmvXLsaOHcuff/7J1atXycjIAG4WyTVq1DD3Cw4ONn8dGRlJamoqDRs2NLf5+PhYTN/du3cv6enpVKlSxeL1kpOTKVasmFUZDx48yPPPP2/R1qxZM6ZOnWrRNmTIEFxdXfn9998pXry4xbZvvvmG6dOnc/z4ceLj40lLS8Pb29uiT0BAAF5eXubnJUuWxNHREQcHB4u2f06n//jjjzl06BBxcXGkpaWRlJREYmKi+T7qN27coEWLFvTu3TtTZrmzyMhINm/ejJubG8uXL+fSpUsMGjSIy5cvW3xgExsbi5+fH8nJyTg6OjJz5kzatm0LQExMDHDz+/d3JUuWNG/LSnJyssVsg7i4OFseWu46/htkZHPv9CNroFyDvM2Ty3QmW2zKw9WRBMM9+w4uHnkXRkRERO5o9+k4YuKyvw7UAKJjk9h+4kqu5khISKB9+/Z4e3uzaNEiduzYwfLlywFISUmx6OvhYd3fE/Hx8Tg6OrJr1y4iIiLMj4MHDzJt2jSbHcPftW3blrNnz1pchwuwbds2+vTpQ8eOHVm1ahV79uxh5MiRmY7R2dnZ4rnJZMqy7dYHESdPnuTJJ5+kdu3aLF26lF27dpmvM/77vl1dXc3T3M+ePWuz431QZGRkYDKZWLRoEQ0bNqRjx45MmTKFL774wuJstpeXFxEREezYsYP33nuPoUOH3nYNgJyYMGECPj4+5ke5cuXu8Wjy0O1qgPuwPlCRLTbV/aGybDeqcirDN/NGkwPUeSLvQ4mIiEi2LiWk3LkTcOF67i7IdOjQIS5fvswHH3xAixYtqFatmsVZ2uxUrFgRZ2dnduz435TT2NhYjhw5Yn4eFBREeno6Fy5cIDAw0OJRqlSpbPft7OxsMe0coHr16mzZssWibcuWLRZnzgE6d+7MV199xbPPPsvixYvN7Vu3bqV8+fKMHDmS4OBgKleuzKlTp+54nHeya9cuMjIymDx5Mo0bN6ZKlSqcO3cuUz8HBwcWLlxI/fr1eeSRR7LsI9krXbo0fn5++Pj4mNuqV6+OYRicOXPG3Obg4EBgYCD16tXj9ddf5/HHH2fChAkA5p+58+fPW+z7/Pnzt/15HDFiBLGxsebH6dOnbXlouSuwLRQqnrndwRlq98j7PLlMRbbY1IutKtG5XlleTBtCVEYJc7vh4glh06BkTTumExERkX8q7uGSo36+Xm65msPf3x8XFxc+/vhjIiMjWblyJePHj7/jOC8vL3r16sVbb73FunXr2L9/P8888wwODg6Y/n+x1SpVqtCnTx/69u3LsmXLOHHiBNu3b2fChAn8+OOP2e47ICCAtWvXEhMTw9WrVwF44403mD9/PrNmzeLo0aNMmTKF5cuX88orr2Qa37VrVxYuXMiAAQP47rvvAKhcuTJRUVEsXryY48ePM336dPMZ+3sRGBhIamoqn3zyCZGRkSxcuJDZs2dn2dfR0ZFFixZRt25dWrdufdspyleuXCEiIoIDBw4AN6/njoiIuO2Y+1mzZs04d+6cxToBR44cwcHBgbJly2Y7LiMjwzzVu0KFCpQqVYq1a9eat8fFxfHHH3/QpEmTbPfh6uqKt7e3xaPAcHaDXl+D198WUXT1ge7/hcIF6Ix8DqnIFptydnRg2pNBzBjaj73d1vJDueGk9ViIaehBeKivveOJiIjIPzxUzptS3m5kd7W1iZurjDesUDRXc5QoUYL58+fz7bffUqNGDT744AMmT56co7HvvvsujRs35tFHHyUkJIRmzZpRvXp13Nz+98HAvHnz6Nu3L6+//jpVq1alS5cu7NixA39//2z3++GHHxIeHk65cuUICgoCoEuXLkybNo3JkydTs2ZNPv30U+bMmUPz5s2z3Mfjjz/OF198wdNPP82yZcvo3LkzQ4YM4eWXX6ZevXps3bqVUaNGWfFOZa1u3bq89957TJo0iVq1arFo0SLzmdOsODk58fXXX1OzZk1at26d7ayBlStXEhQUZF45/cknnyQoKCjbAr6giY+PN18+ADcXJYuIiCAqKgq4efa4b9///Q3bu3dvihUrxoABAzhw4AAbN27kjTfeYODAgbi737xkcsKECYSHhxMZGcnBgwf58MMPWbhwIU899RRwc5r/a6+9xrvvvsvKlSvZu3cvffv2pUyZMnTp0iVPjz9PlWsIr+2Dp1dA7yXw+iGo2dXeqXKFFj6TXFGhuAdlfVxYfaoGRpVQ+Mc1RCIiIpI/ODqYGP1odV76ag8msFgA7VbhPSasRq4serZ+/XoyMjLMCzj16tWLXr16WfQxjP8latWqlcXzW7y8vPjyyy/Ni4IlJCQwbtw4iwXKnJ2dGTduHOPGjcs0/tZ1zf8UFhZGWFhYpvYXX3yRF1980WL83xeh+mfGnj170rNnT/PzSZMmMWnSJIs+r776qnkfY8eOZezYsRbb58+fnynHP6/xHTRoEMOHD7dYHO3pp582f92/f3/69+9vfu7k5MTSpUuzPIbsxtxvdu7cySOPPGJ+PnToUAD69evH/PnziY6ONhfcAJ6enoSHh/PKK68QHBxMsWLF6NmzJ++++665T0JCAoMGDeLMmTO4u7tTrVo1vvzyS5544n+XTb755pskJCTw/PPPc+3aNZo3b86aNWssPhi6Lzk6QaVH7tyvgFORLSIiIvKA61CrFLOeeijTfbJL5fF9su/WX3/9xenTp2ncuDGxsbG88847AOZ7EItkJ7sPbm7J6sONatWqER6e/W1p3333XYuiOysmk4l33nnH/LMq9xcV2SIiIiJCh1qlaVujFNtPXOHC9SR8vW5OEc/t23bZypQpUzh8+DAuLi7Ur1+fTZs2Zbp1lohIXlCRLSIiIiLAzanjTSpZd9/o/KBOnTrs2LHDYpq0iIi96F8iERERERERERtRkS0iIiIiIiJiIyqyRURERERERGxERbaIiIiIiIiIjajIFhEREREREbERFdkiIiIiIiIiNqIiW0RERETsolWrVgwZMsTeMWzOZDKxYsUKe8fIZP78+RQuXNjeMUTueyqyRURERESykF+L5bySmprKW2+9Re3atfHw8KBMmTL07duXc+fO2TuaSL6mIltERERECiTDMEhLS7N3jPtWYmIiu3fvZtSoUezevZtly5Zx+PBhOnfubO9oIvmaXYvsjRs3EhYWRpkyZXL8SWFycjIjR46kfPnyuLq6EhAQwNy5c3M/rIiIiMj9LiMdTmyCvd/d/G9Gep6+/MKFCwkODsbLy4tSpUrRu3dvLly4YN6+fv16TCYTP/30E/Xr18fV1ZXNmzdz/fp1nnrqKTw8PChdujQfffQRrVq14rXXXjOPTU5OZtiwYfj5+eHh4UGjRo1Yv359tlkCAgIA6Nq1KyaTyfwcYNasWVSqVAkXFxeqVq3KwoULb3tcY8aMoXTp0vz1118AvPXWW1SpUoVChQpRsWJFRo0aRWpqqrn/2LFjqVevHnPnzsXf3x9PT08GDRpEeno6kyZNolSpUvj6+vLee+9ZvM6MGTOoW7cuHh4elCtXjkGDBhEfH59trosXLxIcHEzXrl1JTk7OtN3Hx4fw8HB69uxJ1apVady4MZ988gm7du0iKirqtscs8iBzsueLJyQkULduXQYOHEi3bt1yNKZnz56cP3+eOXPmEBgYSHR0NBkZGbmcVEREROQ+d2AlrHkL4v42Fdi7DHSYCDXy5sxlamoq48ePp2rVqly4cIGhQ4fSv39/Vq9ebdFv+PDhTJ48mYoVK+Lj48Prr7/O1q1bWblyJSVLlmT06NHs3r2bevXqmce8/PLLHDhwgMWLF1OmTBmWL19Ohw4d2Lt3L5UqVcqUZceOHfj6+jJv3jw6dOiAo6MjAMuXL2fw4MFMnTqVkJAQVq1axTPPPEPRokXp1KmTxT4Mw+DVV19l1apVbNq0icDAQAC8vLyYP38+ZcqUYe/evTz33HN4enrywgsvmMceP36cn376iTVr1nD8+HEef/xxIiMjqVKlChs2bGDr1q0MHDiQkJAQGjVqBICDgwNTp06lUqVKREZGMmjQIN58801mzpyZ6fhOnz5N27Ztady4MXPmzMFkMmVZaP9TbGwsJpNJ13aL3IZdi+zQ0FBCQ0Nz3H/NmjVs2LCByMhIihYtCmDxqaKIiIiI3IWDP8C3/QDDsj0uGpb0hZ4L8qTQHjhwoPnrihUrMn36dBo0aEB8fDyenp7mbe+88w5t27YFbhZ9X3/9NV9++SVt2rQBYN68eZQpU8bcPyoqinnz5hEVFWVuHzZsGGvWrGHevHm8++67mbKUKFECgMKFC1OqVClz++TJk+nfvz+DBg0CYOjQoWzbto2PP/7YoshOS0vjqaeeYs+ePWzevBk/Pz/ztrffftv8dUBAAMOGDWPx4sUWRXZGRgZz587Fy8uLGjVq8Mgjj3D48GFWr16Ng4MDVatWZeLEiaxbt85cZL/44ot4e3vj4OBAQEAA7777Lv/6178yFdmHDx+mbdu2dO3alalTp2IymXJ00iopKYm33nqLXr164e3tfcf+Ig+qAnVN9sqVKwkODmbSpEn4+flRpUoVhg0bxo0bN+wdTURERKRgykjH9PNwMhXY8L+2NcPzZOr4rl27CAsLw9/fHy8vL1q2bAmQaWpycHCw+evIyEhSU1Np2LChuc3Hx4eqVauan+/du5f09HSqVKmCp6en+bFhwwaOHz9uVcaDBw/SrFkzi7ZmzZpx5MgRi7YhQ4bwxx9/sHHjRosCG+Cbb76hWbNmlCpVCk9PT95+++1MxxgQEICXl5f5ecmSJalRowYODg4Wbf+cTt+2bVv8/Pzw8vLi6aef5vLlyyQmJpr73LhxgxYtWtCtWzemTZuGyWTK0XGnpqbSs2dPDMNg1qxZORoj8qAqUEV2ZGQkmzdvZt++fSxfvpypU6fy3XffmT9JzEpycjJxcXEWDxERERG5yensdkxxt1st2oC4s3Bqa67mSEhIoH379nh7e7No0SJ27NjB8uXLAUhJSbHo6+HhYdW+4+PjcXR0ZNeuXURERJgfBw8eZNq0aTY7hr9r27YtZ8+e5eeff7Zo37ZtG3369KFjx46sWrWKPXv2MHLkyEzH6OzsbPHcZDJl2XbrDPTJkyd58sknqV27NkuXLmXXrl3MmDEDsHz/XF1dzdPcz549m6NjuVVgnzp1ivDwcJ3FFrmDAlVkZ2RkYDKZWLRoEQ0bNqRjx45MmTKFL774Ituz2RMmTMDHx8f8KFeuXB6nFhEREcm/TAkX7twJIP58ruY4dOgQly9f5oMPPqBFixZUq1bN4ixtdipWrIizszM7duwwt8XGxlqcWQ4KCiI9PZ0LFy4QGBho8fj7VPB/cnZ2Jj3d8gx+9erV2bJli0Xbli1bLM6cA3Tu3JmvvvqKZ599lsWLF5vbt27dSvny5Rk5ciTBwcFUrlyZU6dO3fE472TXrl1kZGQwefJkGjduTJUqVbK81ZaDgwMLFy6kfv36PPLII3e8HdetAvvo0aP8+uuvFCtW7J6zitzvClSRXbp0afz8/PDx8TG3Va9eHcMwOHPmTJZjRowYQWxsrPlx+vTpvIorIiIiku8ZHr456+hZMldz+Pv74+Liwscff0xkZCQrV65k/Pjxdxzn5eVFr169eOutt1i3bh379+/nmWeewcHBwTwVukqVKvTp04e+ffuybNkyTpw4wfbt25kwYQI//vhjtvsOCAhg7dq1xMTEcPXqVQDeeOMN5s+fz6xZszh69ChTpkxh+fLlvPLKK5nGd+3alYULFzJgwAC+++47ACpXrkxUVBSLFy/m+PHjTJ8+3XzG/l4EBgaSmprKJ598QmRkJAsXLmT27NlZ9nV0dGTRokXUrVuX1q1bExMTk2W/1NRUHn/8cXbu3MmiRYtIT08nJiaGmJiYTGfeReR/ClSR3axZM86dO2dxK4IjR47g4OBA2bJlsxzj6uqKt7e3xUNEREREbkrza4jhXQbI7tpcE3j7QfmmuZqjRIkSzJ8/n2+//ZYaNWrwwQcfMHny5ByNfffdd2ncuDGPPvooISEhNGvWjOrVq+Pm5mbuM2/ePPr27cvrr79O1apV6dKlCzt27MDf3z/b/X744YeEh4dTrlw5goKCAOjSpQvTpk1j8uTJ1KxZk08//ZQ5c+bQvHnzLPfx+OOP88UXX/D000+zbNkyOnfuzJAhQ3j55ZepV68eW7duZdSoUVa8U1mrW7cu7733HpMmTaJWrVosWrSICRMmZNvfycmJr7/+mpo1a9K6dessZw2cPXuWlStXcubMGerVq0fp0qXNj61bc/fyAZGCzK6ri8fHx3Ps2DHz8xMnThAREUHRokXx9/dnxIgRnD17lgULFgDQu3dvxo8fz4ABAxg3bhyXLl3ijTfeYODAgbi7u9vrMEREREQKLgdHjPYfYPq2HzcL7b8vgPb/hXeHD8DB0eYvvX79ejIyMsxr5vTq1YtevXpZ9DGM/+Vp1aqVxfNbvLy8+PLLL82LgiUkJDBu3Dief/55cx9nZ2fGjRvHuHHjMo3PbmXtsLAwwsLCMrW/+OKLvPjiixbj/77uzz8z9uzZk549e5qfT5o0iUmTJln0efXVV837GDt2LGPHjrXYPn/+/Ew5/nmf70GDBjF8+HCLxdGefvpp89f9+/enf//+5udOTk4sXbo0y2OAm2fys3q/ReT27Home+fOnQQFBZk/GRw6dChBQUGMHj0agOjoaIuVFj09PQkPD+fatWsEBwfTp08fwsLCmD59ul3yi4iIiNwXqofdvE2Xd2nLdu8yeXb7rnvx119/8fXXX3P8+HF2795Nnz59AHjsscfsnExEHkR2PZOd3aeRt2T1iV21atUIDw/PxVQiIiIiD6AanaFap5uriMefv3kNdvmmuXIGOzdMmTKFw4cP4+LiQv369dm0aRPFixe3dywReQDZtcgWERERkXzEwREqtLB3CqvVqVOHHTt2WEyTFhGxF/1LJCIiIiIiImIjKrJFREREREREbERFtoiIiMh9QKtAS36gn0MRFdkiIiIiBVp6ejoAiYmJdk4iAikpKcDNW6aJPKi08JmIiIhIAWYYBt7e3ly4cAGAQoUKYTKZcjQ2IyODlJQUkpKS7nrRsHvdh73HK4NtxhuGQXx8PJcuXaJEiRI4OhaMVelFcoOKbBEREZECztfXF0dHR3OhnVOGYXDjxg3c3d1zXJjbeh/2Hq8Mthl/ax9Xr16lZs2adzVe5H6hIltERESkgDOZTJQuXRpfX19SU1NzPC41NZWNGzfy8MMP3/X03nvdh73HK4Ntxt9y9OjRuy7SRe4XKrJFRERE7hOOjo5WTdN1dHQkLS0NNze3uy6s7nUf9h6vDLYZD1j1AY/I/UwLn4mIiIiIiIjYiIpsERERERERERtRkS0iIiIiIiJiIyqyRURERERERGxERbaIiIiIiIiIjajIFhEREREREbERFdkiIiIiIiIiNqIiW0RERERERMRGVGSLiIiIiIiI2IiKbBERERGRB1h6hsGOfYdIObOTG8e32DuOSIHnZO8AIiIiIiJiH/vOxrJ97jCeSltKU1M6LJ7OVa+qFHlmKRQuZ+94IgWSzmSLiIiIiDyA0jMMvpg/m4HpS3AxpZvbi1w/TOI3z9gxmUjBpiJbREREROQB9EfkZVol/ZrltkLRf8C1qDxOJHJ/UJEtIiIiIvIASkxJpxDJ2XdIScy7MCL3ERXZIiIiIiIPoEYVi7LFVD/LbTc8/aFE1TxOJHJ/UJEtIiIiIvIA8nJzpnqnl9iWUcOiPcXkiluXaWAy2SmZSMGm1cVFRERERB5Q3RsFcqz8apb/+iWeURuoVLk6Fdo+h6mwv72jiRRYKrJFRERERB5ggaWKUP6Jf7F6tT/lOnbE5Oxs70giBZqmi4uIiIiIiIjYiIpsERERERERERtRkS0iIiIiIiJiIyqyRURERETkgbRx40bCwsIoU6YMJpOJFStW3HFMcnIyI0eOpHz58ri6uhIQEMDcuXPN2//73//SokULihQpQpEiRQgJCWH79u0W++jfvz8mk8ni0aFDB1sfntiJFj4TEREREZEHUkJCAnXr1mXgwIF069YtR2N69uzJ+fPnmTNnDoGBgURHR5ORkWHevn79enr16kXTpk1xc3Nj4sSJtGvXjv379+Pn52fu16FDB+bNm2d+7urqarsDE7tSkS0iIiIiIg+k0NBQQkNDc9x/zZo1bNiwgcjISIoWLQpAQECARZ9FixZZPP/8889ZunQpa9eupW/fvuZ2V1dXSpUqdffhJd/SdHEREREREZEcWLlyJcHBwUyaNAk/Pz+qVKnCsGHDuHHjRrZjEhMTSU1NNRflt6xfvx5fX1+qVq3Kiy++yOXLl3M7vuQRnckWERERERHJgcjISDZv3oybmxvLly/n0qVLDBo0iMuXL1tM/f67t956izJlyhASEmJu69ChA926daNChQocP36cf//734SGhrJt2zYcHR2z3E9ycjLJycnm53FxcbY9OLEZFdkiIiIiIiI5kJGRgclkYtGiRfj4+AAwZcoUHn/8cWbOnIm7u7tF/w8++IDFixezfv163NzczO1PPvmk+evatWtTp04dKlWqxPr162nTpk2Wrz1hwgTGjRuXC0cltqbp4iIiIiIiIjlQunRp/Pz8zAU2QPXq1TEMgzNnzlj0nTx5Mh988AG//PILderUue1+K1asSPHixTl27Fi2fUaMGEFsbKz5cfr06Xs7GMk1KrJFRERERERyoFmzZpw7d474+Hhz25EjR3BwcKBs2bLmtkmTJjF+/HjWrFlDcHDwHfd75swZLl++TOnSpbPt4+rqire3t8VD8icV2SIiIiIi8kCKj48nIiKCiIgIAE6cOEFERARRUVHAzbPHf18RvHfv3hQrVowBAwZw4MABNm7cyBtvvMHAgQPNU8UnTpzIqFGjmDt3LgEBAcTExBATE2MuzOPj43njjTf4/fffOXnyJGvXruWxxx4jMDCQ9u3b5+0bILlCRbaIiIiIiDyQdu7cSVBQEEFBQQAMHTqUoKAgRo8eDUB0dLS54Abw9PQkPDyca9euERwcTJ8+fQgLC2P69OnmPrNmzSIlJYXHH3+c0qVLmx+TJ08GwNHRkb/++ovOnTtTpUoVnnnmGerXr8+mTZt0r+z7hBY+ExERERGRB1KrVq0wDCPb7fPnz8/UVq1aNcLDw7Mdc/Lkydu+pru7Oz///HNOI0oBpDPZIiIiIiIiIjaiIltERERERETERlRki4iIiIiIiNiIimwRERERERERG1GRLSIiIiIiImIjKrJFREREREREbERFtoiIiIiIiIiN2LXI3rhxI2FhYZQpUwaTycSKFStyPHbLli04OTlRr169XMsnIiIiIiIiYo27KrKvXbvG559/zogRI7hy5QoAu3fv5uzZs1btJyEhgbp16zJjxgyrX79v3760adPGqnEiIiIiIiIiucnJ2gF//fUXISEh+Pj4cPLkSZ577jmKFi3KsmXLiIqKYsGCBTneV2hoKKGhodZG4F//+he9e/fG0dHRqrPfIiIiIiIiIrnJ6jPZQ4cOpX///hw9ehQ3Nzdze8eOHdm4caNNw2Vl3rx5REZGMmbMmFx/LRERERERERFrWH0me8eOHXz66aeZ2v38/IiJibFJqOwcPXqU4cOHs2nTJpycchY9OTmZ5ORk8/O4uLjciiciIiIiIiIPOKvPZLu6umZZqB45coQSJUrYJFRW0tPT6d27N+PGjaNKlSo5HjdhwgR8fHzMj3LlyuVaRhEREREREXmwWV1kd+7cmXfeeYfU1FQATCYTUVFRvPXWW3Tv3t3mAW+5fv06O3fu5OWXX8bJyQknJyfeeecd/vzzT5ycnPjtt9+yHDdixAhiY2PNj9OnT+daRhERERF5MJky0riRmEhaeoa9o4iInVk9XfzDDz/k8ccfx9fXlxs3btCyZUtiYmJo0qQJ7733Xm5kBMDb25u9e/datM2cOZPffvuN7777jgoVKmQ5ztXVFVdX11zLJSIiIiIPsPiLxH33GqEnf8IhIoNNBPFnreG80CUEN2dHe6cTETuwusj28fEhPDyczZs389dffxEfH89DDz1ESEiI1S8eHx/PsWPHzM9PnDhBREQERYsWxd/fnxEjRnD27FkWLFiAg4MDtWrVshjv6+uLm5tbpnYRERERkVxnGKR80YViF/fdfG6CVuym8r4XGZmyiA/7NLFvPhGxC6uL7FuaN29O8+bN7+nFd+7cySOPPGJ+PnToUAD69evH/PnziY6OJioq6p5eQ0REREQkV0Sux+VWgf03fqbLmA6s4Ny1epQp7G6HYCJiT1YX2e+8885tt48ePTrH+2rVqhWGYWS7ff78+bcdP3bsWMaOHZvj1xMRERERsZmrJ7PdVM50njNXb6jIFnkAWV1kL1++3OJ5amoqJ06cwMnJiUqVKllVZIuIiIiIFFhl6mW76bCpEv1KeuZdFhHJN6wusvfs2ZOpLS4ujv79+9O1a1ebhBIRERERyffKBJESGIrLsZ8smiMyKlGhaTcKF3KxUzARsSerb+GVFW9vb8aNG8eoUaNssTsRERERkQLB5ckFXGsynCiHcpwyleXbQk9wPHQRb4TWtHc0EbGTu1747J9u3YdaREREROSB4eSCR+thbEiqQceOHenh7GzvRCJiZ1YX2dOnT7d4bhgG0dHRLFy4kNDQUJsFExHIyDDgNosDioiIiIhI/mJ1kf3RRx9ZPHdwcKBEiRL069ePESNG2CyYyIMqPcPgs1/2UPKP92ifsYmOpjTiroRQrOt/oEh5e8cTEREREZHbsLrIPnHiRG7kEJH/9/7qg7Tf/i8aOhwG0822YlE/kzp3P86v7ACXQvYNKCIiIiIi2bLJwmciYhtxSakc+OOXmwX2PzhfPwP7l9khlYiIiIiI5FSOzmR369YtxztctkxFgMjdiolNomzGWXDMpsPlY3maR0RERERErJOjItvHxye3c4gIULaIO6ecKmbfoWStvAsjIiIiIiJWy1GRPW/evNzOISJAIRcnWjwcQvj6h2jruNtiW0qxarhU72ynZCIiIiIikhO6Jlskn3mlTWWudfqMr9x7EUVpLpiKcaVmf1ye+QmcXOwdT0REREREbsPq1cUBvvvuO5YsWUJUVBQpKSkW23bv3p3NKBHJqR6NK0Pj2aSmprJ69Wo6duwIzs72jiUiIiIiIndg9Zns6dOnM2DAAEqWLMmePXto2LAhxYoVIzIyktDQ0NzImLcSr2A69is+iSftnUREREREREQKGKuL7JkzZ/LZZ5/x8ccf4+Liwptvvkl4eDivvvoqsbGxuZEx72yYBB9Ww+mbJ2l1eDSO80Ph+nl7pxIREREREZECwuoiOyoqiqZNmwLg7u7O9evXAXj66af5+uuvbZsuLx3+Cda9B+nJ5iaHszvg+0F2DCUiIiIiIiIFidVFdqlSpbhy5QoA/v7+/P777wCcOHECwzBsmy4v7fky6/ZjayEuOm+ziIiIiIiISIFkdZHdunVrVq5cCcCAAQMYMmQIbdu25YknnqBr1642D5hnkq9ns8GAlPg8jSIiIiIiIiIFk9Wri3/22WdkZGQA8NJLL1GsWDG2bt1K586deeGFF2weMM9UbgsnNmRuL1oRigXmfR4REREREREpcKwush0cHHBw+N8J8CeffJInn3zSpqHsIngg7F8BZ3eamwwnN0wd/wMmk/1yiYiIiIiISIFh9XTxwMBAxo4dy5EjR3Ijj/24eMCA1dBlFhl1+3C4ZGfSnt8MgSH2TiYiIiIiIiIFhNVF9ksvvcSPP/5I9erVadCgAdOmTSMmJiY3suU9J1eo15v0R6dxqMzjUCTA3olERERERESkALG6yB4yZAg7duzg4MGDdOzYkRkzZlCuXDnatWvHggULciOjiIiIiIiISIFgdZF9S5UqVRg3bhxHjhxh06ZNXLx4kQEDBtgym4iIiIiIiEiBYvXCZ3+3fft2vvrqK7755hvi4uLo0aOHrXKJiIiIiIiIFDhWF9lHjhxh0aJFfP3115w4cYLWrVszceJEunXrhqenZ25kFBERERERESkQrC6yq1WrRoMGDXjppZd48sknKVmyZG7kEhERERERESlwrC6yDx8+TOXKlXMji4iIiIiIiEiBZvXCZyqwRURERERERLJ216uLi4iIiIiIiIglFdkiIiIiIiIiNqIiW0RERERERMRGVGSLiIiIiIiI2EiOVhcfOnRojnc4ZcqUuw4jIiIiIiIiUpDl6Ez2nj17cvSIiIjI5bgiIiIiIiK2sXHjRsLCwihTpgwmk4kVK1bccUxycjIjR46kfPnyuLq6EhAQwNy5c83b//vf/9KiRQuKFClCkSJFCAkJYfv27Rb7MAyD0aNHU7p0adzd3QkJCeHo0aO2PjyxkxydyV63bl1u5xAREREREclTCQkJ1K1bl4EDB9KtW7ccjenZsyfnz59nzpw5BAYGEh0dTUZGhnn7+vXr6dWrF02bNsXNzY2JEyfSrl079u/fj5+fHwCTJk1i+vTpfPHFF1SoUIFRo0bRvn17Dhw4gJubW64cq+SdHBXZIiIiIiIi95vQ0FBCQ0Nz3H/NmjVs2LCByMhIihYtCkBAQIBFn0WLFlk8//zzz1m6dClr166lb9++GIbB1KlTefvtt3nssccAWLBgASVLlmTFihU8+eST93ZQYnd3VWTv3LmTJUuWEBUVRUpKisW2ZcuW2SSYiIiIiIhIfrJy5UqCg4OZNGkSCxcuxMPDg86dOzN+/Hjc3d2zHJOYmEhqaqq5KD9x4gQxMTGEhISY+/j4+NCoUSO2bdumIvs+YPXq4osXL6Zp06YcPHiQ5cuXk5qayv79+/ntt9/w8fHJjYwiIiIiIiJ2FxkZyebNm9m3bx/Lly9n6tSpfPfddwwaNCjbMW+99RZlypQxF9UxMTEAlCxZ0qJfyZIlzduykpycTFxcnMVD8ieri+z333+fjz76iB9++AEXFxemTZvGoUOH6NmzJ/7+/rmRUURERERExO4yMjIwmUwsWrSIhg0b0rFjR6ZMmcIXX3zBjRs3MvX/4IMPWLx4McuXL7/na60nTJiAj4+P+VGuXLl72p/kHquL7OPHj9OpUycAXFxcSEhIwGQyMWTIED777DObBxQREREREckPSpcujZ+fn8UM3urVq2MYBmfOnLHoO3nyZD744AN++eUX6tSpY24vVaoUAOfPn7fof/78efO2rIwYMYLY2Fjz4/Tp07Y4JMkFVhfZRYoU4fr16wD4+fmxb98+AK5du0ZiYqJt04mIiIiIiOQTzZo149y5c8THx5vbjhw5goODA2XLljW3TZo0ifHjx7NmzRqCg4Mt9lGhQgVKlSrF2rVrzW1xcXH88ccfNGnSJNvXdnV1xdvb2+Ih+ZPVRfbDDz9MeHg4AD169GDw4ME899xz9OrVizZt2tg8oIiIiIiISG6Ij48nIiKCiIgI4OaiZBEREURFRQE3zx737dvX3L93794UK1aMAQMGcODAATZu3Mgbb7zBwIEDzQufTZw4kVGjRjF37lwCAgKIiYkhJibGXJibTCZee+013n33XVauXMnevXvp27cvZcqUoUuXLnl6/JI7rF5d/JNPPiEpKQmAkSNH4uzszNatW+nevTtvv/22zQOKiIiIiIjkhp07d/LII4+Ynw8dOhSAfv36MX/+fKKjo80FN4Cnpyfh4eG88sorBAcHU6xYMXr27Mm7775r7jNr1ixSUlJ4/PHHLV5rzJgxjB07FoA333yThIQEnn/+ea5du0bz5s1Zs2aN7pF9n7C6yL619DyAg4MDw4cPt2kgERERERGRvNCqVSsMw8h2+/z58zO1VatWzTyzNysnT5684+uaTCbeeecd3nnnnZzElAImR0V2XFycec7/nZaK17UBIiIiIiIi8qDKUZFdpEgRoqOj8fX1pXDhwphMpkx9DMPAZDKRnp5u85AiIiIiIiIiBUGOiuzffvvNPE183bp1uRpIREREREREpKDKUZHdsmVL89cVKlSgXLlymc5mG4ahe7WJiIiIiIjIA83qW3hVqFCBixcvZmq/cuUKFSpUsGpfGzduJCwsjDJlymAymVixYsVt+y9btoy2bdtSokQJvL29adKkCT///LNVrykiIiIiIiKSW6wusm9de/1P8fHxVi85n5CQQN26dZkxY0aO+m/cuJG2bduyevVqdu3axSOPPEJYWBh79uyx6nVFREREREREckOOb+F1655xJpOJUaNGUahQIfO29PR0/vjjD+rVq2fVi4eGhhIaGprj/lOnTrV4/v777/P999/zww8/EBQUZNVri4iIiIiIiNhajovsW2eLDcNg7969uLi4mLe5uLhQt25dhg0bZvuEt5GRkcH169ct7t39T8nJySQnJ5uf3+kWZCIiIiIiIiJ3K8dF9q1VxQcMGMC0adPyxf2wJ0+eTHx8PD179sy2z4QJExg3blwephIREREREZEHldXXZM+bNy9fFNhfffUV48aNY8mSJfj6+mbbb8SIEcTGxpofWgFdREREREREckuOzmR369aN+fPn4+3tTbdu3W7bd9myZTYJdjuLFy/m2Wef5dtvvyUkJOS2fV1dXXF1dc31TCIiIiIiIiI5KrJ9fHzMK4r7+PjkaqA7+frrrxk4cCCLFy+mU6dOds0iIiIiIiIi8nc5KrLnzZuX5df3Kj4+nmPHjpmfnzhxgoiICIoWLYq/vz8jRozg7NmzLFiwALg5Rbxfv35MmzaNRo0aERMTA4C7u7vdi38RERERERERq6/JtqWdO3cSFBRkvv3W0KFDCQoKYvTo0QBER0cTFRVl7v/ZZ5+RlpbGSy+9ROnSpc2PwYMH2yW/iIiIiIiIyN/leHXxW86fP8+wYcNYu3YtFy5cwDAMi+3p6ek53lerVq0yjf+7+fPnWzxfv369NVFFRERERERE8pTVRXb//v2Jiopi1KhRlC5d2nyttoiIiIiIiMiDzuoie/PmzWzatIl69erlQhwRERERERGRgsvqa7LLlSt32yneIiIiIiIiIg8qq4vsqVOnMnz4cE6ePJkLcUREREREREQKLquniz/xxBMkJiZSqVIlChUqhLOzs8X2K1eu2CyciIiISL6Tloyx4T8kbf+Sh5PjWb3nIX4PGMQzHZsR6Otl73QiImJnVhfZU6dOzYUYIiIiIgXEsucxHVjBrXL6MTbwUOQBnpz1Id+91o7SPu52jSciIvZldZHdr1+/3MghIiIikv9dPAIHVmRqLudwkVYp6/ny96q80b5a3ucSEZF8I0dFdlxcHN7e3uavb+dWPxEREZH7zsWD2W6qajrNxpj4PAwjIiL5UY6K7CJFihAdHY2vry+FCxfO8t7YhmFgMplIT0+3eUgRERGRfKF4lWw3HTPKUMnXIw/DiIhIfpSjIvu3336jaNGiAKxbty5XA4mIiIjkW77VoWpHOLzaovmcUZRw50f4tnF5OwUTEZH8IkdFdsuWLbP8WkREROSB030OGb+9R9LORZhSE1hnPMS6soP4/NFWlC1SyN7pRETEzqxe+ExERETkgeZSCIcO7+HcZiyrV6+mY8eOdPzHLU1FROTB5WDvAPlNeoZh7wgiIiIiIiJSQOlMNpCUms7knw/zzc7TxCen0aRiUZpp3RIRERERERGxkops4I3v/uKHP8+Zn289foUIR0c6t0+iXDFN/xIREREREZGcsXq6+JgxYzh16lRuZLGL01cSWfXXuUztiekmluw8Y4dEIiIiIiIiUlBZXWR///33VKpUiTZt2vDVV1+RnJycG7nyTNSVRIxsLsM+eTkxb8OIiIiIiBRUN65iMtLsnULE7qwusiMiItixYwc1a9Zk8ODBlCpVihdffJEdO3bkRr5cV7mkJ04Opiy3VSvllcdpREREREQKmIOr4JMGOE+pTOjel3H47R1IV7EtD667Wl08KCiI6dOnc+7cOebMmcOZM2do1qwZderUYdq0acTGxto6Z67x9XKjTyP/TO2FXQx61i9rh0QicktaegarN+/k15mDKb13OtHfj4G4aHvHEhERkVui/oAlfeHSEQCc0xNx3DYdfh1j52Ai9nNPt/AyDIPU1FRSUlIwDIMiRYrwySefUK5cOb755htbZcx1Y8JqMvrRGlQr5UVpHzd61PdjcK10ChfSomci9pKeYTD2829pEv4YoVcX0TBtJ/77ZnDj48Zw8bC944k82CI34LDmTWqfWYjpTMGcySYiNvLHLDDSM7fvmg8puvRSHkx3tbr4rl27mDdvHl9//TWurq707duXGTNmEBgYCMDHH3/Mq6++yhNPPGHTsLnFwcHEwOYVGNi8AgCpqamsXn3/LO4mUhD9evA8Lc/MpohjvEW7e+o1UsLfwaX3IjslE3nArX4Ttn+KI1AR4ItweGQktHzTzsFExC6uRWXdnhIPiZfAJfOMUZH7ndVnsmvXrk3jxo05ceIEc+bM4fTp03zwwQfmAhugV69eXLx40aZBReTBsuXYJZo57M9ym+nEhjxOIyIAnIuA7Z9mbl8/Ifs/tEXk/lbmoazbvUqDV5m8zSKST1hdZPfs2ZOTJ0/y448/0qVLFxwdHTP1KV68OBkZGTYJKCIPpsKFXLiKZ5bb0l2L5HEaEQHgaHjW7UYGHFubt1lEJH9o+jK4F83c3moEON7VpFmRAs/qInvUqFH4+fkBN6/JNrK7/5WIyD14/KGyfJvROsttro0G5HEaEQHANesPvm5u0x05RB5IRQLg2V8h6GmM4lW44FWLtB5fQv1+9k4mYjd3tfDZnDlzqFWrFm5ubri5uVGrVi0+//xzW2cTkQeYf7FC1HpiHEsd2pFi3Jwxk4oTcbX7Y2o22M7pRB5QtbqDk1vmdvciULVj3ueRu3L6SiIjlv1F2w/XsfCTsdTf/w5O/30YwsdA4hV7x5OCqFgleOwT0l7YyrbANzGqdLB3IhG7snoOx+jRo5kyZQqvvPIKTZo0AWDbtm0MGTKEqKgo3nnnHZuHFJEHU0gtP9Kqf8PeQ4c59fsqOnXvg3dhXd8lYjeevtBzAax4ERIvA2B4lsLUYx64FMqbDAmXyNg8let7fyIg3pHph3ZhCurDcw9XxMtNdwW5k3PXbtBlxhYuJ6TwrtMcnnL6/2n+F4ALB25eEvDcWnB2t2tOkTtJS0tj/fr1HD9+nN69e+Pl5cW5c+fw9vbG0/M2s25E8oDVRfasWbP473//S69evcxtnTt3pk6dOrzyyisqsoEzUZGknNzCgfXXqdXycRxdsvjUX0RyxMnRgVpVAok6VgU8Stg7johUaQ9DD5J2fCN/7NhJwx6v4eyaRwVZUhzMbY/D5WMUBYoCdW8cZubGE/Q58gJLX2yKs+M93Z30vjd38wkuJ6RQ1nSRXo6/Ze5wYT/s/Q4eejrvw4nk0KlTp+jQoQNRUVEkJyfTtm1bvLy8mDhxIsnJycyePdveEeUBZ/VvotTUVIKDgzO1169fn7S0NJuEKsjCP32Lsgua0OPqp9Td8hLXJlQj5sBWe8cSERGxHSdXjIqtuORVAxzycGGjiK/g8rFMzc84/sSZM6f5aV9M3mUpoP46EwtATdMJHE3ZrKtzbk8eJhKx3uDBgwkODubq1au4u//vQ76uXbuydq0WYRT7s7rIfvrpp5k1a1am9s8++4w+ffrYJFRBtem3H2kbPRtnU7q5rZhxFYel/UGrrYuIiNybs7uybHY1pVLd4RR/nb6Wt3kKoLJFbhYkZwzf7DsV1n2NJX/btGkTb7/9Ni4uLhbtAQEBnD171k6pRP4nRx8/Dx061Py1yWTi888/55dffqFx48YA/PHHH0RFRdG3b9/cSVlApOz5Jst23/TzXDq4keI1W+VtIBERkfvJbYq/M0YJQoroOuI76dc0gJV/nmN/RgC/Z1SnscNByw5uhaHeg33SRPK/jIwM0tPTM7WfOXMGLy/d6UDsL0dnsvfs2WN+7N27l/r161OiRAmOHz/O8ePHKV68OA899BD79+/P7bz5mkNGSrbb0lOT8jCJiIjIfah+P3DJvKDRr+lBXC/kT7egsnYIVbDULVeYz/rWp0pJT55PGcIPRgtSb51z8W8K/VaCp9a/kPytXbt2TJ061fzcZDIRHx/PmDFj6NhRdzoQ+8vRmex169bldo77glG1I+z+KVP7NZM3JWs9YodEIiIi95HC/vDUUtJWD8cpZg/JhjPfpzflR79XWdSlIT6FtLp4TrSuVpLW1UoSm5iKs0MX1vy0kg4hrXH2KmbvaCI58uGHH9K+fXtq1KhBUlISvXv35ujRoxQvXpyvv/7a3vFErF9dXLLXPLQPGw+v4uGEn81tKThxufVkCju52jGZiIjIfcK/MU7/Wk9q3AVW/bKBNu060dM7j24fdp/xKeRMamoqGQ4u4OZt7zgiOVa2bFn+/PNPFi9ezF9//UV8fDzPPPMMffr0sVgITcReVGTbkIuzIy2GfcOOjau4sG0JJfwCqNL2GSqVCrB3NBERkfuLexGcnF3wdtfZa7k715NS+T7iHJEXEwgsUQjnzJf4Sj7m5OTEU089Ze8YIllSkW1jJpOJek07sPpaBkEdO+LsrF/+8mBLSU7ir98WkxYZwZlj5ahQ/SF7RxIRkQdc1OVEnvhsG9Gx/1szx9fNkWatkilTVH+75XcLFiy47fYHfTFmsT8V2SKSa04c2EGhJU8QzGWCgYzF8/nd93Eav/S5vaOJiMgDbMJPBy0KbIALSSamrzvOB93r2imV5NTgwYMtnqemppKYmIiLiwuFChVSkS12Z/V9skVEcipj6XOU5LL5uYPJoPHFb9n980I7phIRe0tKTScjOREMw95R5AG19uCFLNt/O3Qxj5PI3bh69arFIz4+nsOHD9O8eXMtfCb5Qo6K7JUrV+b4ISICcOrQbiqln8h6495v8zaMiOQLf0Re5j8fvs/Z8TVxnexPiz9fw/h9tr1jyQPI1TnrP4HdsmmX/K9y5cp88MEHmc5y38nGjRsJCwujTJkymEwmVqxYcccxycnJjBw5kvLly+Pq6kpAQABz5841b9+/fz/du3cnICAAk8lkcbuxW8aOHYvJZLJ4VKtWzarskn/laLp4ly5dLJ6bTCaMv336bDKZzF9ndWN4EXnwZKSnZrvNZOjfCZEHzbEL15kzbzazHf6Dg8PNvyGKGldh7dvg7AyN/2XnhPIg6RbkxxfbTmVqf6xuaTukEVtxcnLi3LlzVo1JSEigbt26DBw4kG7duuVoTM+ePTl//jxz5swhMDCQ6OhoMjIyzNsTExOpWLEiPXr0YMiQIdnup2bNmvz6668W+eX+kKPv5N9/aH799Vfeeust3n//fZo0aQLAtm3bePvtt3n//fdzJ6WIFDgB1Rtw2lSGckbmX3bpVR+1QyIRsacvtp5iAKtwMGWeIp6xZToOKrIlD73ZoRqRlxLYdPSSua1u0QxeeLiiHVNJTv1z9qxhGERHR/PJJ5/QrFkzq/YVGhpKaGhojvuvWbOGDRs2EBkZSdGiRQEICAiw6NOgQQMaNGgAwPDhw7Pdl5OTE6VKlbIqrxQMVn9c8tprrzF79myaN29ubmvfvj2FChXi+eef5+DBgzYNKCIFk8nBgYQO04j7qR/eJJrbd3u2JKjjc3ZMJiL2cOpKIv4O57Pc5nD9LKSlgJNLHqeyrysJKSQlxsH1GChazt5xHigerk4sfKYR+87GcvxiPJWLF+Loro24Omm6eEGQ1SzbEiVK0Lp1az788MNcfe2VK1cSHBzMpEmTWLhwIR4eHnTu3Jnx48dbfY/uo0ePUqZMGdzc3GjSpAkTJkzA398/2/7JyckkJyebn8fFxd31cUjusrrIPn78OIULF87U7uPjw8mTJ20QSUTuF9UatSM2MIJtv8zlctRhyjd7nIea6yy2yIOoZhlvDpwIwM/xcqZtGcWr4vAAFdjn45L4zzfhPHZ6Ij1M+3A4bJBQIgiP7h9Dqdr2jvdAqeXnQy0/H1JTUzlq7zCSY3+fZZvXIiMj2bx5M25ubixfvpxLly4xaNAgLl++zLx583K8n0aNGjF//nyqVq1KdHQ048aNo0WLFuzbtw8vL68sx0yYMIFx48bZ6lAkF1n9cV2DBg0YOnQo58//79Po8+fP88Ybb9CwYUObhhORgs+nWEmCHx9GerWuVGvU3t5xRMRO+jUJ4EuXx0kyLO9BbGDC4ZF/2ylV3jMMg4Fzf+fF02/QwmGvefq8x8U9ZCzoAkk6MyWSn2VkZGAymVi0aBENGzakY8eOTJkyhS+++IIbN27keD+hoaH06NGDOnXq0L59e1avXs21a9dYsmRJtmNGjBhBbGys+XH69GlbHJLkAqvPZM+dO5euXbvi7+9PuXI3pzadPn2aypUr52g1PpGC4EpCCkmp6ZRwSaFQ8kVIT725MI+IiNyVUj5uvDOoH5/+WJR6J+dSjRNcdy5BQNfROFXrYO94eWb7iSuUuLCFSi7RmbY5JF6CfUsheIAdkonkb0OHDs1x3ylTpuRajtKlS+Pn54ePj4+5rXr16hiGwZkzZ6hcufJd7bdw4cJUqVKFY8eOZdvH1dUVV1fXu9q/5C2ri+zAwED++usvwsPDOXToEHDzByskJMRilXGRgujC9SRGLN3LhsMxDHNcTF+ntbTlBsapidDyTWioa4lFRO5W+WIeDO77JPAkqamp/L56NeUrtbF3rDwVE5dEKdOV7DvEWbcyssiDYs+ePTnql9v1SLNmzfj222+Jj4/H09MTgCNHjuDg4EDZsmXver/x8fEcP36cp59+2lZRxY7uap14k8lEu3btePjhh3F1dVVxLfeN5xbs4s/T1xjitIx/Oa0yt5sSLsDqYeBRAmp2sV9AEREp0ILKFWGGUSX7DuV06Z1IVtatW5cr+42Pj7c4e3zixAkiIiIoWrQo/v7+jBgxgrNnz7JgwQIAevfuzfjx4xkwYADjxo3j0qVLvPHGGwwcONC88FlKSgoHDhwwf3327FkiIiLw9PQkMDAQgGHDhhEWFkb58uU5d+4cY8aMwdHRkV69euXKcUresvqa7IyMDMaPH4+fnx+enp6cOHECgFGjRjFnzhybBxTJK3uirvLn6WuYyOBpx1+y7rT9s7wNJSIi9xX/YoVo1LAZ36Y9nGlbRoWWEBhih1Qi9yYpNZ3vI86y4PcoYhLv3D8/2blzJ0FBQQQFBQE3p6UHBQUxevRoAKKjo4mKijL39/T0JDw8nGvXrhEcHEyfPn0ICwtj+vTp5j7nzp0z7zM6OprJkycTFBTEs88+a+5z5swZevXqRdWqVenZsyfFihXj999/p0SJEnl05JKbrD6T/e677/LFF18wadIknnvuf1Nna9WqxdSpU3nmmWdsGlAkr8TEJgHgRgpFTfFZd4o7m4eJRETkfvTOYzVZWnYGn23+nODYXynl5UyJBt1xbvw8aHagFDB/nbnGgHk7uJyQ8v8tTpx1P8Q7XXJ3pfydO3eyZMkSoqKiSElJsdi2bNmyHO+nVatWGIaR7fb58+dnaqtWrRrh4eHZjgkICLjtPgEWL16c44xS8Fh9JnvBggV89tln9OnTB0dHR3N73bp1zddo59TGjRsJCwujTJkymEymHC2ctn79eh566CFcXV0JDAzM8gdf5G7U8y+Mo4OJG7hxIKN81p3KNcrbUCIict8xmUw8HuzPgJdGcbreW5R45VecW7wKzm72jlbw3LhG4l8riTt7gN+PXSQj4/aFTXZMUVupf3Imjou6wvqJkHib6+bFzDAMXlsc8bcC+6YFv0fx64Hz2Yy6d4sXL6Zp06YcPHiQ5cuXk5qayv79+/ntt98sFiQTsReri+yzZ8+aryX4u4yMDFJTU63aV0JCAnXr1mXGjBk56n/ixAk6derEI488QkREBK+99hrPPvssP//8s1WvK9m4fBxWDeH69OZEfNSNn/88zvs/HTaf4S0oTv30EdHja5DxbmnK7p7Az6uX52hcaR93BjYLAGBS2hOkGo6WHdwKQ4thtg0rYgXDjvcFlZvTIRd88zUR77Wiw+5nuDqpDld/m37ngfeZGynpvPfjARp/sJ43/nBk8Dd/cvpKwZofevbaDb6ZNZYz79amw+5nODe1DUlHcud6T8lFOz4n7T9V8flhIE9f+ICArx9m4KT5HI65bt1+9nyJ48LHKHv1dxxOboL178OctnDjau7kvo/sPxdH5KWELLf9uDfzCvq28v777/PRRx/xww8/4OLiwrRp0zh06BA9e/bE398/115XJKesni5eo0YNNm3aRPnylmf6vvvuO/O1DDkVGhpKaGhojvvPnj2bChUq8OGHHwI3VzXfvHkzH330Ee3b6/679+TSUfi8DSTF4gU0AIKMzbzwezxd9jVj5cvN8PXO/5+wn189gfLbP7j5xAT1OUjy7kEsxp0nHwu74/iRnWpQy8+HpbtLMCq+DAMcf6JYwjGKVG+JY7NXoGjFXD4CuR9tPHKRWeuPsf+0I99c2MnLj1SmaWDxHI1NTU1lx4IRVDn9LUWNWAIcqnK8lDvVGrWzKsOVP1dzbc17tE48zpEIP45UfpbQHs/j5ux458ECwAfzvmPE2VdwNaWCCXxTz8HGUSRxA7fWb91x/NkjEVxe8RbVE3bQEnf+OBPGQwMmU6iQZx6kt51Xvt7DrwdvnaEysXrfefacjuXnIQ/j7Zb/b3WYmJLG0hkjeDV1Hvz/zOzyCX+S9tXj8OzPUDbYvgElZ6L/xPhxGE7878x1OYeLjE2cwDNflufX1x/J2cK8aSkQPgYT/zgDfvkY7PgcHn7DxsHvLxm3mRJ9u2336vjx43Tq1AkAFxcXEhISMJlMDBkyhNatWzNu3Lhce22RnLD6TPbo0aN5+eWXmThxIhkZGSxbtoznnnuO9957z7xAQG7Ztm0bISGWC4K0b9+ebdu2ZTsmOTmZuLg4i4dkYdOHkBRr0eRkyuANpyXExCUxd8tJ++SyRloKHrtmZWp2NaXitWc2yWnpOdrNY/X8WDCwIR+8OoCKzy9iS9UxZHSYpAJb7spvh87Tf952tkVeIS7VxNbjV3h67nY2H72Uo/HbP32Rpqf/S3Gu4WAyqGscwn/1U5w7+meOMyQd+gWf5X2oeGMfXqYb1DSO0fXIcOZ/lnv3Eb3fHDl/ndqnF94ssP/BtPUTSEu+7fi4S+dw/yqMOom/42xKp7ApnuYXv2bfJwVrFdnDMdf/VmD/T3RsEst3F4w1K37Yc5peKZmv13Qijdi1k+2Q6O4lXDzFvjkvUn3PKP6a3JENqxbd8TrQ+8ZfSzIXxkCAw3mKXt7DntPXcrafS0cgMZt/j09tvft8D4haZXzwL1ooy22htUrl2usWKVKE69dvzljw8/Nj3759AFy7do3ExII1s0buT1YX2Y899hg//PADv/76Kx4eHowePZqDBw/yww8/0LZt29zIaBYTE0PJkiUt2kqWLElcXBw3btzIcsyECRPw8fExP8qVK5erGQus09uzbK7mcBpPEtkdVQCmTCVexjM9NstN5TPOcCk+JcttIrlp2tpj/PMSwfQMg49/O3rHsVcuXaD+xRWZ2guZkjkXPi3HGeJ++QBHMk81b3l+AQej9cFjThy/EE8lU9ZFpGtaHMRfuO34o2tmUZTM73VwwiaOH/7LJhnzwvGL2SwKeYdt+cmZc9GUMGX9u8J06c7/X+YXqVfPkDyrJUEx31KFU9RP3k7LnYNYPud9e0fLGylZT1GGm/9G3kjJ2QfreJQAUzZ/DnvmXpF4v3BwMPFhz7p4uVlOjn38IT/a17T9+3ermH744YfNC4/16NGDwYMH89xzz9GrVy/atGlj89cVsZbVRTZAixYtCA8P58KFCyQmJrJ582batbNu6mJeGTFiBLGxsebH6dOn7R0pf/Iuk2XzVcOTRNwo7ZP/p4rjUZzrjkWy3HTS0Z8Snq55HEiEbIvYAzkobi+cPY5bFmdOAdzjTuY4g2fssSzbq5hOc+S8ldcuPqAql/TiSEbWH9ImORcBz5JZbrvFdCXr74GDyeBK1MF7zpdXqpTMfmp75ZJeeZjk7vn7lSHGyPp3hVGiWh6nuXunfvyQohmZPwBvfvozTl24lveB8lqVrC8TjDMKcdi1FvXLZ/09zsSrJFR7NHO7yQGCB9xDwAdHg4CibH6rNRO61WZY28q8XjuNCV1r5my6vpXq1KlDo0aNqF27Nj169ABg5MiRDB06lPPnz9O9e3fdUljyBauL7NOnT3PmzBnz8+3bt/Paa6/x2We5f//gUqVKcf685TS18+fP4+3tbb75+z+5urri7e1t8ZAsNPpXls0L0tuCyYG+TQLyNs/dcHTmRsNXMjXfMFxIDB6Ei9NdfaYkck8qFPPIsr1i8azb/650+WokGFl/wJVYJOfFQLx3pSzbjxplCfQtWNcD20ugryeHK/Yl0cj8YZ2p+WBwcrnteMO3Zpbt6YYJ30r1bBExTwT6etGxduazU2WLuNM1yM8Oiaz3aL1yLHbtkak91eSMT0jBWdzSJWZXlu2+pmscO1pwPri5a1U6YNTsbtGUZjgwNn0AI7sEW7fexGMzyKj+GBm3/iz2Kg1dP4NyDW0Y+P7m4+5Mr4b+vPBwBfxz8dfKhg0bqFmzJhMmTKB69er069ePLVu2MHz4cFauXMmHH35IkSI5/IBFJBdZXXX07t2bdetursAZExNDSEgI27dvZ+TIkbzzzjs2D/h3TZo0Ye3atRZt4eHhNGnSJFdf94FQ/VF4dCqGZ2kA4g13ZqeFsdSzDx/3eijnnwjbmW/71zndYhKnnSsQhwfbqMP6xnPo2SnnC+yJ2NK/WmV9Lf8LLbMufP/Op3AR9pR9KlP7NTwJ6DQkxxm8Q94kg8xnFNb5PkXNMrrVSU692bcry+t8ylaHh4gzCnHOtQLXQibj2vLO34tqoS9y3pR5sbvthUMpX7FqbsTNNR89UY9XWwdSxscNDyeDrkFl+PZfTfB0tXotVbtwd3Gk18vj+cZvJIcpz3WjECe8G5LRdyWUsW4BV3tK8ch6Blqy4UxR39J5nMYOTCZMj8/B6LOUqMCn+N71MebX/ZpXXhtJWN2s35tsuXmT3m0OP9eaTuoLW+G1fVAn8wcxYn8tWrRg7ty5REdH8/HHH3Py5ElatmxJlSpVmDhxIjExMfaOKALcRZG9b98+Gja8+cnekiVLqF27Nlu3bmXRokVW37M6Pj6eiIgIIiIigJu36IqIiCAqKgq4OdW7b9++5v7/+te/iIyM5M033+TQoUPMnDmTJUuWMGRIzv/YlNsIHoBpyD4Ysp+01w7gVqcH4UNa0qlOwfplXa7NC5QbGYH7yFNcCBpGSIgKbLGfrkFlmdyjLhWK3VwYplIJD6Y9WY+OtXP2/1WzZyezrcYojjlW5BKF2ezUmGtPfE+JspVznMGtZihXw+ZzyrUaSYYzhwhgWcV36P+8Vs21hquTI326d6XBiF9Y99BsSgzbQeHmz+VorIdPMRye+ZmdRTpyicKcojSb/QdR/6Uvcjm17bk6OTK0XVU2DHuY9xukM6lbLUr7ZD2bLL8q6e3GE8+9ScWRu/jtodmUfWU1rhWa2juWVUqEvEpaFn/GrXMPIahyQN4HsgeTCVPlEEo/MRVqdKdfWBsq5GCWUHZSnL2heBVwLBgfGD3IPDw8GDBgABs2bODIkSP06NGDGTNm4O/vT+fOne0dT8T6W3ilpqbi6npzutyvv/5q/kGuVq0a0dHW3Q9v586dPPLII+bnQ4cOBaBfv37Mnz+f6Ohoc8ENUKFCBX788UeGDBnCtGnTKFu2LJ9//rlu32VLjk7gUxaP1FSKuN5c0EJE7s3j9cvyWJ2SrPpxNY92aoazc85vc2QymWjScxgwjNTUVC6vXk2jwLpWZyhWvwvedTqxevVqOnbsSDUrMohtlCgbSInBX5OamsqW//8+WPOzIPJ3PpWbEhUyC6d14yiTfo4Ew5U/Cnekfv8H797t8mALDAzk3//+N+XLl2fEiBH8+OOP9o4kYn2RXbNmTWbPnk2nTp0IDw9n/PjxAJw7d45ixYpZta9WrVrd9lYTWZ0Zb9WqFXv27LHqdURE7M7IQJ9ZiYgt+Td/ktSG3Vi69GseaR9G66JF7R1JJE9t3LiRuXPnsnTpUhwcHOjZsyfPPPOMvWOJWF9kT5w4ka5du/Kf//yHfv36UbfuzTMqK1euNE8jFxERbt47+bd3YfcCnJJiaeJVA2LKQrn69k4mIvcLkwmnQoXx8ioYq7uL3Ktz584xf/585s+fz7Fjx2jatCnTp0+nZ8+eeHjc/eUCIrZkdZHdqlUrLl26RFxcnMXqfc8//zyFCmV9M3oRkQfS9y/D3iUAmADf6/sxFnWFF7eBT8FYiVlERCS/CA0N5ddff6V48eL07duXgQMHUrVqwVo8Uh4Md7Wyg6OjY6bl8QMCAmyRR0TEdiLXw/7lGKlpXDxThjeXlqN04UI80aAc5bO5tZaFlAT4czGc2UGyS3F2nQpg3Xd7qeHnQ8/gchQudJvbNsWegX3fZWo2JcXCrnnQ+u27Py4REZEHkLOzM9999x2PPvoojo5W3KZNJI/lqMh+6KGHWLt2LUWKFCEoKOi2N5ffvXu3zcKJiNy18NGwZRoALsCzwNwLf/FOWl/mbD7B3P4NaBaY+ZZKZjeuwryOcOEAAJ7AcMOVAdFvsuLP6szbcpJv/9WEskWymcFz5QQYGVlvu3z8rg9LRETkQbVy5Up7RxDJkRwV2Y899ph5RfEuXbrkZh4RkXt38Yi5wP67gU5r+Ca9FYfT/Bmzcj+/Dm2Z/T62zTQX2LcUMiUz1vkLQlM+IDo2iY/Cj/Jhz2xW+i5RFRycISM187ZStaw5GhEREREpQHJUZI8ZMybLr0VE8qXja7Pd1NLhTw6n+3PsQjxnriZmfyY6m31Ud4jCl6tcoAgbjlzMPoOnLzR4Bv6YbdFseJbC9FD/Ox2BiIiIiBRQd3VNtohIvubmk+2mOG5ei+3oYMLD5Tb/BLp6Z9mcajhyg5sze7zd7/BPaPsJUCQAdi/EuHGFKOdAyvSahrOHdbc7FBEREZGCI0dFdpEiRW57HfbfXbly5Z4CiYjcs+phsGY4JMVaNF833FmdfvNWgyHVfSnicZuFy4Kegsh1mZp/zmjAdW6e/e5Rv9ztczg4QOMXofGLpKWmErF6NWUK+1t3LCIiIiJSoOSoyJ46dWouxxARsSFXL+i1GJY+C3FnAYgxijAkdRBxeNKkYjEmdKtz+33UfhwuHoIt0yE9GYDN6bUYmToQRwcTPeqX5fmHK+b2kYiIiIhIAZOjIrtfv365nUNExLbKN4XBf8GZ7aSlprBuzxWeq9WEcUU9qVLSK2f7aP02NPoXREeQWqgURzYd56PaDanuV5jSPu65m19ERERECqR7uiY7KSmJlJQUizZv76yvYxQRyXOOTlC+KUZqKoX2r6ZFYHGcnZ2t24dHcQgMgdRUirkdp0Xlu9iHiIiIiDwwHKwdkJCQwMsvv4yvry8eHh4UKVLE4iEiIiL5V1JqOt+tXEHhPdO58H4tIqd1IvnoRnvHEhERuW9YXWS/+eab/Pbbb8yaNQtXV1c+//xzxo0bR5kyZViwYEFuZBQRK6VGbiHqoxASxpbi5HtBnN6/idNXE+0dS0TygUmfzafbX/+iJTvxM2KoeHUzToseg6O/2juaiIjIfcHqIvuHH35g5syZdO/eHScnJ1q0aMHbb7/N+++/z6JFi3Ijo4hY4+xuWPgY/rE78OAGlTnNyyn/Zdmn47iWmHLn8SJy39p2/DKtYubhakqzaHckg+s/j7dTKhERkfuL1UX2lStXqFjx5oq63t7e5lt2NW/enI0bNd1MxN4S1n2Es5Gaqf3ptKUs3XnKDolEJL/YdzaW2g4nstxW6PK+PE4jIiJyf7K6yK5YsSInTtz8BV2tWjWWLFkC3DzDXbhwYZuGExHrGRcOZtle0nSN0+fO5XEaEclPyhUtRJThm+W2Gx5l8ziNiIjI/cnqInvAgAH8+eefAAwfPpwZM2bg5ubGkCFDeOONN2weUESsY/KtmmX7BaMwfqVL53EaEclPQqr7stK9a5bb3FoOzuM0IiIi9yerb+E1ZMgQ89chISEcOnSIXbt2ERgYSJ06dWwaTkSs59FqKKnHf840ZXyRYxf6BwfYJ5SI5AtOjg48O+gN5i+ENhcWUM7hIlccS+DQ4jUKNxho73giIiL3hXu6TzZA+fLlKV++vC2yiIgtlK2P8dQyor4fi2/cXs4aJfjZtT1hA8dSxMPF+v2lJcHFg+zd7k7lh1rh5X4X+xCRfKO0jzt9XhjByh/qUKR1C4r6FAWTyd6xRERE7ht3VWTv2LGDdevWceHCBTIyMiy2TZkyxSbBROTuuVR6GP+hvwHgn5qK3+rVlC9WyOr9xO74BtPqYTxmxMEZOP6LH780mU73DiG2jiySvYwMOLIGjoVjOLhz8qwfb3+/nzKFPejZoCylfdztnbBAcnI04erhrQJbRETExqwust9//33efvttqlatSsmSJTH97ZezSb+oRe4fl4/j8eOLOJFubqpkOovj1kFsrbSZppWzXjxJxKYyMuC7/nDgewBcgJcNE8PPPsdH6a34dONxvhjYkAYBRe0aU0REROQWq4vsadOmMXfuXPr3758LcUQkv4j9YyE+fyuwbwlwOM+qjatoWlnXb0oeOLLGXGDf4mgyGO20kB/TG5OY4sbo7/fz0+AWdgooIiIiYsnq1cUdHBxo1qxZbmQRkXwkLeFq9huTYvMuiDzYjv6SZbOX6QYNHW7eru5gdBwxsUl5mUpEREQkW1YX2UOGDGHGjBm5kUVE8pHCtdpn2Z5kOFO05iN5nEYeWK6e2W6KN25ei+3oYMLd2TGvEomIiIjcltXTxYcNG0anTp2oVKkSNWrUwNnZ2WL7smXLbBZOROzHsWoHYvzaUeqs5ZnERV4D6N20tp1SyQOnzpOwbQYYlotsRmaUYqdx857wIdV98SnknNVoERERkTxndZH96quvsm7dOh555BGKFSumxc5E7lcODpR6ZjGntyzm1KavMQoVJbnmEzz1SAdcnXTWUPJIqVoQNg3W/BtSrgNwMqMkL6QOBUw0CCjC+131oY+IiIjkH1YX2V988QVLly6lU6dOuZFHRPITB0dKNe7J7iuedOzYMdPMFZE88VBfqNkVTm0lzdGdjbsu83r1hpQt6kktPx97pxMRERGxYHWRXbRoUSpVqpQbWURERLLm6gVV2mOkpuKzbzVtqvnqQx8RERHJl6xe+Gzs2LGMGTOGxMTE3Mgjcl9JOB+JcWI9f/w4n0vXtCK3iIiIiMj9zuoz2dOnT+f48eOULFmSgICATGcSdu/ebbNwIgVZ5DcjKH9gFl1MBkTAxT3j+aXZbNq162jvaCIiIiIikkusLrK7dOmSCzFE7i8Jh3+j4sGZ8Ld1AUuYYqm6ZTCn6z9MuWLZ35ZIREREREQKLquK7LS0NEwmEwMHDqRs2bK5lUmkwLuwdREVsmgvb7rAss3hlHusa55nEhERERGR3GfVNdlOTk785z//IS0tLbfyiNwf0rP/f8TISM3DICIiIiIikpesXvisdevWbNiwITeyiNw3ijXonmX7eaMwdRq3zeM0InLfSE8jIfYKyWkZ9k4iIiIi2bD6muzQ0FCGDx/O3r17qV+/Ph4eHhbbO3fubLNwIgWVd50wInd2o+LpZea2RMOVP+q8S+fSReyYTEQKpIx0LqwcQ6E/5+FpxHPUKMvhQj1o0botRXUrMxERkXzF6iJ70KBBAEyZMiXTNpPJRHp6+r2nEinoTCYqPjOPc3v7E7FmHoV8K+Lfqi+dywfYO5mIFEAJq0fhGzHD/Lyy6QxDE6fx/oJyjH7pGTsmExERkX+yusjOyNAUNZGcKlGtKamR12jWsWOm292JiORISiLOe+ZlanYyZfBQzBKOnO9JlZJedggmIiIiWbG6yBYREZE8lHgZl/TELDeVNV3g9JVEFdkiBdjR89f56+AhKsdupczls5DcApyL2juWiNwDqxc+A9iwYQNhYWEEBgYSGBhI586d2bRpk62ziYiIiFdpEl19s9y0z6hIjTLeeRxIRGzBMAxGLNvLoun/pvO69tTZM5oGUZ/iMK02HPvV3vFE5B5YXWR/+eWXhISEUKhQIV599VVeffVV3N3dadOmDV999VVuZBQREXlwOTrh2HpEpuZrhgcXaj5LaR93O4QSkXu18s9z7NixldFOC3E2/W9NI8fUePhuIKRkPYNFRPI/q6eLv/fee0yaNIkhQ4aY21599VWmTJnC+PHj6d27t00DioiIPOhcGw0kzrUYl3+bjlN8NEecq7PTux1DurWxdzQRuUs//HmOMMdtOJiMzBuTYm+eza6hu/aIFERWn8mOjIwkLCwsU3vnzp05ceKETUKJiIiIJe96j1Fh6FrKjT7Aw8MWU61sKUwmk71jichdSs8wcOQ2CwpnpOVdmAfYxo0bCQsLo0yZMphMJlasWHHHMcnJyYwcOZLy5cvj6upKQEAAc+fONW/fv38/3bt3JyAgAJPJxNSpU7Pcz4wZMwgICMDNzY1GjRqxfft2Gx2V2JvVRXa5cuVYu3ZtpvZff/2VcuXK2SSUiIiIiMj9rEOtUqxJb5D1RmcPCNRMlbyQkJBA3bp1mTFjxp07/7+ePXuydu1a5syZw+HDh/n666+pWrWqeXtiYiIVK1bkgw8+oFSpUlnu45tvvmHo0KGMGTOG3bt3U7duXdq3b8+FCxfu+ZjE/qyeLv7666/z6quvEhERQdOmTQHYsmUL8+fPZ9q0aTYPKCIiIiJyv+n+UFnWHmzC9CNdeNVphbk9w8EZh87Twc3HfuEeIKGhoYSGhua4/5o1a9iwYQORkZEULXpzFfiAgACLPg0aNKBBg5sfoAwfPjzL/UyZMoXnnnuOAQMGADB79mx+/PFH5s6dm+0YKTisLrJffPFFSpUqxYcffsiSJUsAqF69Ot988w2PPfaYzQOKiIiIiNxvnBwd+KxvML9HTmHh3l7Uur4J4i9Tq8e/cSjmb+94ko2VK1cSHBzMpEmTWLhwIR4eHnTu3Jnx48fj7p6zhShTUlLYtWsXI0b8b1FLBwcHQkJC2LZtW7bjkpOTSU5ONj+Pi4u7+wORXHVX98nu2rUrXbt2tXUWEREREZEHSuOKxWhcsQOpqW1YvXo1tbxL2zuS3EZkZCSbN2/Gzc2N5cuXc+nSJQYNGsTly5eZN29ejvZx6dIl0tPTKVmypEV7yZIlOXToULbjJkyYwLhx4+4pv+SNuyqy4eYnMBcuXCAjw3LBBn9/ffImIiIiIiL3n4yMDEwmE4sWLcLH5+aU/ilTpvD4448zc+bMHJ/NvhsjRoxg6NCh5udxcXFaEyufsrrIPnr0KAMHDmTr1q0W7YZhYDKZSE9Pz2akiIiIiIhIwVW6dGn8/PzMBTbcvHTWMAzOnDlD5cqV77iP4sWL4+joyPnz5y3az58/n+1CaQCurq64urrefXjJM1avLt6/f38cHBxYtWoVu3btYvfu3ezevZs9e/awe/fuuwph7fL1U6dOpWrVqri7u1OuXDmGDBlCUlLSXb22iIiIiIhITjRr1oxz584RHx9vbjty5AgODg6ULVs2R/twcXGhfv36FndsysjIYO3atTRp0sTmmSXvWX0mOyIigl27dlGtWjWbBLi1fP3s2bNp1KgRU6dOpX379hw+fBhfX99M/b/66iuGDx/O3Llzadq0KUeOHKF///6YTCamTJlik0wiIiIiInL/i4+P59ixY+bnJ06cICIigqJFi+Lv78+IESM4e/YsCxYsAKB3796MHz+eAQMGMG7cOC5dusQbb7zBwIEDzVPFU1JSOHDggPnrs2fPEhERgaenJ4GBgQAMHTqUfv36ERwcTMOGDZk6dSoJCQnm1calYLP6THaNGjW4dOmSzQL8ffn6GjVqMHv2bAoVKmRxQ/e/27p1K82aNaN3794EBATQrl07evXqpZu3i4iIiIiIVXbu3ElQUBBBQUHAzeI3KCiI0aNHAxAdHU1UVJS5v6enJ+Hh4Vy7do3g4GD69OlDWFgY06dPN/c5d+6ceZ/R0dFMnjyZoKAgnn32WXOfJ554gsmTJzN69Gjq1atHREQEa9asybQYmhRMVp/JnjhxIm+++Sbvv/8+tWvXxtnZ2WK7t7d3jvd1N8vXN23alC+//JLt27fTsGFDIiMjWb16NU8//bS1hyIiIiIiIg+wVq1aYRhGttvnz5+fqa1atWqEh4dnOyYgIOC2+7zl5Zdf5uWXX85RTilYrC6yQ0JCAGjTpo1F+90sfHY3y9f37t2bS5cu0bx5cwzDIC0tjX/961/8+9//zrK/7icnIiIiIiIiecXqInvdunW5kSPH1q9fz/vvv8/MmTNp1KgRx44dY/DgwYwfP55Ro0Zl6q/7yYmIiIiIiEhesbrIbtmypc1e/G6Wrx81ahRPP/20+ZqG2rVrk5CQwPPPP8/IkSNxcLC8zFz3kxMREREREZG8YvXCZ7Z0N8vXJyYmZiqkHR0dAbK89sHV1RVvb2+Lh4iIiIiIiEhusPpMtq3dafn6vn374ufnx4QJEwAICwtjypQpBAUFmaeLjxo1irCwMHOxLSIiIiIiImIPdi+yn3jiCS5evMjo0aOJiYmhXr16FsvXR0VFWZy5fvvttzGZTLz99tucPXuWEiVKEBYWxnvvvWevQxAREREREREB8kGRDbdfvn79+vUWz52cnBgzZgxjxozJg2QiIiIiIiIiOXdX12SnpaXx66+/8umnn3L9+nXg5k3X4+PjbRpOREREREREpCCx+kz2qVOn6NChA1FRUSQnJ9O2bVu8vLyYOHEiycnJzJ49OzdyioiIiIiIiOR7Vp/JHjx4MMHBwVy9ehV3d3dze9euXS1WCRcRERERERF50Fh9JnvTpk1s3boVFxcXi/aAgADOnj1rs2AiIiIiIiIiBY3VZ7IzMjJIT0/P1H7mzBm8vLxsEkpERERERESkILK6yG7Xrh1Tp041PzeZTMTHxzNmzBg6duxoy2wiIiIiIiIiBYrV08U//PBD2rdvT40aNUhKSqJ3794cPXqU4sWL8/XXX+dGRhEREREREZECweoiu2zZsvz5558sXryYv/76i/j4eJ555hn69OljsRCaiIiIiIiIyIPG6iIbwMnJiaeeesrWWURERESkgEjPMIhPSsPdycApLQHSU8DZ2d6xRETszuoie8GCBbfd3rdv37sOIyIiIiL5m2EYzNpwnDmbTlD9xi7GuH5NJ+MkxuFh8FA/CBkLTq72jikiYjdWF9mDBw+2eJ6amkpiYiIuLi4UKlRIRbaIiIjIfey/myKZtOYw1UxRzHH5D65GGgCmlAT4fSakxEPnj+2cUkTEfqxeXfzq1asWj/j4eA4fPkzz5s218JmIiIjIfW7O5hMA9HX8BVdTWuYOfy6GxCt5nEpEJP+wusjOSuXKlfnggw8yneUWERERkftHclo65+OSAShruph1p/QUiDuXh6lERPIXmxTZcHMxtHPn9A+qiIiIyP3K1cmRaqW8ANhrVMi6k5sPFK2Yh6lERPIXq6/JXrlypcVzwzCIjo7mk08+oVmzZjYLJiIi+cT18/D7TBxPbqHiZZgYdY79rkF0rF2KJxv64+xos89rRaQAGNq2Cv/6chfz09rzuONGSpquWXZ4+A1wKWSXbCIi+YHVRXaXLl0snptMJkqUKEHr1q358MMPbZVLRETyg/gL8HkbiD2NA1AbqHljJ2+lPceoyFZsPHqJ//YNtndKEclD7WqW4stnG/H5phO8dvE/DHJaSa0bO/EpXRGHBs9CrW72jigiYldWF9kZGRm5kUNERPKjPz6F2NMWTQ4mgzeclrA8vTnhB86z/cQVGlYoaqeAImIPTSsVp2ml4kADUlO7snr1ajp27IiD7pMtImK7a7JFROQ+FPV7ls2+pmv4my4AsPOUVhEWERERuSVHZ7KHDh2a4x1OmTLlrsOIiEg+4106y+YUw5HLhjcApbzd8jKRiIiISL6WoyJ7z549OdqZyWS6pzAiIpLPNHgO9i0Fw/JSoZUZzYjFE18vV0JrZV2Ii4iIiDyIclRkr1u3LrdziIhIfuTfCLr9F34dC7GnScGJFWnNGJ3WnyD/wkzsXgd3F0d7pxQRERHJN6xe+ExERB4wtR+Hml1JvRRJ+OadNGsVxnpHJ0r5aJq4iIiIyD/dVZG9c+dOlixZQlRUFCkpKRbbli1bZpNgIiKSjzg4QpEA0hwP4OvlirNWEBYRERHJktWriy9evJimTZty8OBBli9fTmpqKvv37+e3337Dx8cnNzKKiIiIiIiIFAhWF9nvv/8+H330ET/88AMuLi5MmzaNQ4cO0bNnT/z9/XMjo4iIiIiIiEiBYHWRffz4cTp16gSAi4sLCQkJmEwmhgwZwmeffWbzgCIiIiIiIiIFhdVFdpEiRbh+/ToAfn5+7Nu3D4Br166RmJho23QiIiIiIiIiBYjVC589/PDDhIeHU7t2bXr06MHgwYP57bffCA8Pp02bNrmRUURERERERKRAyHGRvW/fPmrVqsUnn3xCUlISACNHjsTZ2ZmtW7fSvXt33n777VwLKiIiIiIiIpLf5bjIrlOnDg0aNODZZ5/lySefBMDBwYHhw4fnWjgRERERERGRgiTH12Rv2LCBmjVr8vrrr1O6dGn69evHpk2bcjObiIiIiIiISIGS4yK7RYsWzJ07l+joaD7++GNOnjxJy5YtqVKlChMnTiQmJiY3c4qIiIiIiIjke1avLu7h4cGAAQPYsGEDR44coUePHsyYMQN/f386d+6cGxlFRERERERECgSri+y/CwwM5N///jdvv/02Xl5e/Pjjj7bKJSIiIiIiIlLgWH0Lr1s2btzI3LlzWbp0KQ4ODvTs2ZNnnnnGltlE5P/Yu+uwqNK3D+DfoaURBBFRQDAIFcVEBVvX1jWxsAO7f3bHru2uHdit64qNAraiiC2IASq2ooAicb9/sHNehplhDswIrnt/rmsu5cw8Z56pc85T980YY4wxxhj7V8lVI/vFixfYtGkTNm3ahIcPH6JmzZpYtmwZOnToACMjo+9VR8YYY4wxxpgCT98lYeP5JzB4fAr1Pv+Nb69XQ9e1CeDVC9A3LujqMfafJLqR3bRpU5w6dQpWVlbo3r07evXqhTJlynzPujHGGGOMMcaUuBf/CR1WXYRf2n6M192ZufE5gOfngTv7Af+jgG6hAq0jY/9FohvZurq62Lt3L5o3bw5tbe3vWSfGGGOMMcaYCotPRkGSkoBh+vvl73wRAdzcDVTukf8VY+w/TnQj+9ChQ9+zHowxxhhjjLFcuPrkPTy0HqGQ5JviBzy9wI1sxgqAWtHFGWOMMcYYYwWjiIk+3pC58geY2ORbXRhj/48b2YwxxhhjjP0LdateElFkj8sZZeXv1NYDPLvnf6UYY9zIZowxxhhj7N+oWw0HDKvvgrGSkTidXhEZJAEAkIUD0HEbYOVcsBVk7D8qz3myGWOMMcYYYwVrRMPS6O/jhCdvGuHvc4fwi08V6NqUAySSgq4aY/9ZPJLNGGOMMcbYv5ihng5crI0BA3PA0oUb2IwVMG5kM8YYY4wxxhhjGsKNbMYYY4wxxth/UlhYGFq0aIFixYpBIpHg4MGDKsukpKRg4sSJKFmyJPT19eHg4IANGzbIPGbPnj0oW7YsDAwM4OHhgSNHjsjc37NnT0gkEplbkyZNNPnSWAHiNdmMMcYYY4yx/6SkpCRUqFABvXr1Qtu2bUWV6dChA169eoX169fD2dkZ8fHxyMjIEO6/cOECOnfujLlz56J58+bYvn07WrdujevXr8Pd3V14XJMmTbBx40bhb319fc29MFaguJHNGGOMMcYY+09q2rQpmjZtKvrxx44dQ2hoKB49eoTChQsDABwcHGQes3TpUjRp0gRjxowBAMycORMnT57EihUrsGrVKuFx+vr6KFq0qPovgv1weLo4Y4wxxhhjjIlw6NAheHl5YcGCBbCzs0Pp0qUxevRofPnyRXjMxYsX0aBBA5lyjRs3xsWLF2W2hYSEwNraGmXKlMHAgQPx7t27HJ87JSUFnz59krmxH9MP0cj+448/4ODgAAMDA1SrVg1XrlzJ8fEfP37E4MGDYWtrC319fZQuXVpunQNjjDHGGGOMadKjR49w7tw53L59GwcOHMCSJUuwd+9eDBo0SHjMy5cvYWNjI1POxsYGL1++FP5u0qQJNm/ejODgYMyfPx+hoaFo2rQp0tPTlT733LlzYWZmJtzs7e01/wKZRhT4dPFdu3Zh5MiRWLVqFapVq4YlS5agcePGePDgAaytreUe/+3bNzRs2BDW1tbYu3cv7Ozs8PTpU5ibm+d/5RljjP2rJKak4fzNKKQ/u4q0KD3olm0IaBf4qZAxxti/REZGBiQSCbZt2wYzMzMAwKJFi/Drr7/izz//RKFChUTtp1OnTsL/PTw8UL58eZQqVQohISGoX7++wjITJkzAyJEjhb8/ffrEDe0fVIFfWSxatAh9+/aFv78/AGDVqlUICgrChg0bMH78eLnHb9iwAe/fv8eFCxegq6sLQH4dBGOMMZbdocgXiNi/CGMRiEKSb8Ce5UgxtIV+1x1AMc+Crh5jjLF/AVtbW9jZ2QkNbAAoV64ciAjPnj2Di4sLihYtilevXsmUe/XqVY7rr52cnGBlZYWHDx8qbWTr6+tzcLR/iQKdLv7t2zdcu3ZNZs2ClpYWGjRoILdmQerQoUOoUaMGBg8eDBsbG7i7u2POnDlKp1bw2gXGGGPPP37B6t1/YTLWZTaw/6GfHI+MnV2BDOXT8xhjjDEpb29vvHjxAomJicK2qKgoaGlpoXjx4gCAGjVqIDg4WKbcyZMnUaNGDaX7ffbsGd69ewdbW9vvU3GWrwq0kf327Vukp6erXLOQ1aNHj7B3716kp6fjyJEjmDx5MhYuXIhZs2YpfDyvXWCMMfZ35Au0kJyHloTk7tP69Ax4cq4AasUYY6ygJSYm4saNG7hx4wYA4PHjx7hx4wZiY2MBZE7R7t69u/D4Ll26wNLSEv7+/rh79y7CwsIwZswY9OrVS5gqPmzYMBw7dgwLFy7E/fv3MW3aNISHhyMgIEB4zjFjxuDSpUt48uQJgoOD0apVKzg7O6Nx48b5+waw7+KHCHyWGxkZGbC2tsaaNWtQuXJldOzYERMnTpQJh5/VhAkTkJCQINzi4uLyucaMMcYK2pdv6TBAivIHpCbnX2UYY4z9MMLDw+Hp6QlPz8xlQyNHjoSnpyemTJkCAIiPjxca3ABgbGyMkydP4uPHj/Dy8oKfnx9atGiBZcuWCY+pWbMmtm/fjjVr1qBChQrYu3cvDh48KOTI1tbWxs2bN9GyZUuULl0avXv3RuXKlXH27FmeDv6TKNA12VZWVtDW1s7VmgVbW1vo6upCW1tb2FauXDm8fPkS3759g56enszjee0CY4yxBuVssOBMJfTECbn7MvSMoeVQuwBqxRhjrKD5+vqCSH6Wk9SmTZvktpUtWxYnT57Mcb/t27dH+/btFd5XqFAhHD9+PFf1ZP8uBTqSraenh8qVK8usWcjIyEBwcLDSNQve3t54+PAhMjIyhG1RUVGwtbWVa2AzxhhjAOBR3Ayla7TEnrQ6MtszJNrQarYQ0DcuoJoxxhhj7GdT4NPFR44cibVr1yIwMBD37t3DwIEDkZSUJEQb7969OyZMmCA8fuDAgXj//j2GDRuGqKgoBAUFYc6cORg8eHBBvQTGGGP/ApNbuMGpbyC2uCzDCYOmeO05FFqDrwAVOqkuzBhjjDEmUoGn8OrYsSPevHmDKVOm4OXLl6hYsSKOHTsmBEOLjY2Fltb/9wXY29vj+PHjGDFiBMqXLw87OzsMGzYM48aNK6iXwBhj7F+icsnCKF+sC44cMYfFL78A/6SCZIwxxhjTlAJvZANAQECAEG0vu5CQELltNWrUwKVLl75zrRhjjDHGGGOMsdwp8OnijDHGGGPsv+vJ2e1wiJyH53M9Ebq4O+7fv1fQVWKMMbX8ECPZjDHGGGPsv+fRX3PhEjFP+NshIQ6vdoQhstNxVChXpgBrxhhjeccj2YwxxhhjLP99S4bNjeVym20kH/D02NICqBBjjGkGN7IZY4wxxlj+ex8DI0pSeJdVwu18rgxjjGkON7IZY4wxxlj+MymGVCUrFz/p2+ZzZRhjTHO4kc0YY4wxxvKfkSWe2jWT25xCOtCr0b8AKsQYY5rBjWzGGGOMMVYgnHuuwS27jkgmfQBAtKQkzlVZgXq+9Qq4ZowxlnccXfwn8jU1HX/deI6LMe9QIe0mqr3eB+2/jwKuLYEyTQGJpKCryBhjjDH2/3QNULbnHzjydyPU9K6OUkXs4KLF1yuMsX83bmT/JL6mpsNv3WVce/oBI3T2wF/nQOYdNwHc3AF4dgVa/VGgdWSMMcYYU0hbF+aFbaDFDWzG2E+Ap4v/JPaEx+Ha0w8oLnmDAO2D8g+I2ArEXc33ejHGGGOMMcbYfwk3sn8SoVFvAQDeWrehLSHFD3p4Kh9rxBhjjDHGGGP/PdzI/kmYFdIFACSQkfIHFTLPn8owxhhjjDHG2H8UN7J/Eh28igMAzmRUxBsyk3+AriHg/ms+14oxxhhjjDHG/lu4kf2TqOZkiRmt3KCrb4he38bgSYbN/99pXBTouBUwLlJwFWSMMcYYY4yx/wCOLv4jubkbOLsIOm+j4GNgB4lTOuDRVnTx7jUc0K5ScUTGVUaSfmeEnQ1EzWpVoONQE9Dmj5oxxhhjjDHGvjduef0obu4G9vcFAEgAmH+JBe3rBegaAGV/Eb0bI30d1HS2QmpqKo4YOYNK1OAGNmOMMcYYY4zlE54u/qM4t1hukwSkcDtjjDHGGGOMsR8TN7J/FG+jFG5OenEfrz9/zefKMMYYY4wxxhjLC25k/yisXRVuvp1WDN3WXUF6hpLc14wxxhhjjDHGfhjcyP5R+IwFQSKzKZ0kWJ7WBg9efUbIg9cFVDHGGGOMMcYYY2JxI/tHUa4FjrgvQnhGabwnY1zKKIceqeNxLsMDAPDkXXIBV5AxxhhjjDHGmCocdvoHYuTRHL+G2yi8z9XWNJ9rwxhjjDHGGGMst3gk+wfiU7oIKpe0kNtew8kSNUpZFkCNGGOMMcYYY4zlBjeyfyASiQSBvaqif21HWBkQHC0NEVDXGet7ehV01RhjjDHGGGOMicDTxX8wxvo6GN3IBa5p0fjll1rQ1dUt6CoxxhhjjDHGGBOJR7IZY4wxxhhjjDEN4UY2Y4wxxhhjjDGmIdzIZowxxhhjjDHGNIQb2YwxxhhjjDHGmIZwI5sxxhhjjDHGGNMQbmQzxhhjjDHGGGMawo1sxhhjjDHGGGNMQ7iRzRhjjDHGGGOMaQg3shljjDHGGGOMMQ3hRjZjjDHGGGOMMaYh3MhmjDHGGGOMMcY0hBvZjDHGGGOMMcaYhnAjmzHGGGOMMcYY0xBuZDPGGGOMMcYYYxrCjWzGGGOMMcYYY0xDdAq6Aowxxn5yt/YCF5Yj9d0T3JU4YXdSc2yIu4yBvqXQxN22oGvHGGOMMaZRPJLNGGPs+7m2CdjXG4i/Ad1vH1Eh5To2aM8BPb+OAVuv468bzwu6howxxhhjGsWNbMYYY98HERC2UG6zviQNA3T+BgAsP/0wv2vFGGOMMfZdcSObMcbY95HyCUiIVXhXGUkcAODh60SkZ1B+1ooxxhhj7LviRjZjjLHvQ88EMFG85voRFQMAOFgaQltLkp+1Yowxxhj7rriRzRhj7PvQ0gK8h8ltTiMtrE5rBgAY6Fsqv2vFGGOMMfZdcXRxxhhj30/1gYC2HnDxD2R8eIoorVKY86U1PlhVxm8+pdDey76ga8gYY4wxplHcyGaMMfZ9VekNVOkNLQClUlPR7sgR/PKLN3R1dQu6ZowxxhhjGvdDTBf/448/4ODgAAMDA1SrVg1XrlwRVW7nzp2QSCRo3br1960gy1cfoy/hetBaXIsIB8dDYowxxhhj30tYWBhatGiBYsWKQSKR4ODBgyrLpKSkYOLEiShZsiT09fXh4OCADRs2yDxmz549KFu2LAwMDODh4YEjR47I3E9EmDJlCmxtbVGoUCE0aNAA0dHRmnxpBSY9gxAW9QaHb77A+6RvBV2dAlHgI9m7du3CyJEjsWrVKlSrVg1LlixB48aN8eDBA1hbWyst9+TJE4wePRq1a9fOx9qy7+rLB7xY1RbFEq6j0j+bDlMtRFeqCdcSRQq0aowxxhhj7OeTlJSEChUqoFevXmjbtq2oMh06dMCrV6+wfv16ODs7Iz4+HhkZGcL9Fy5cQOfOnTF37lw0b94c27dvR+vWrXH9+nW4u7sDABYsWIBly5YhMDAQjo6OmDx5Mho3boy7d+/CwMDgu7zW/HD/5Sf03hSO5x+/AAD0dLQwtnEZ9KntVMA1y18FPpK9aNEi9O3bF/7+/nB1dcWqVatgaGgo1xuUVXp6Ovz8/DB9+nQ4Of23PrCf2du9o1As4brMtuaScwjdNqeAasQYY4wxxn5mTZs2xaxZs9CmTRtRjz927BhCQ0Nx5MgRNGjQAA4ODqhRowa8vb2FxyxduhRNmjTBmDFjUK5cOcycOROVKlXCihUrAGSOYi9ZsgSTJk1Cq1atUL58eWzevBkvXrwQNZL+oyIiDNp6XWhgA8C3tAzMCrqH67EfCrBm+a9AG9nfvn3DtWvX0KBBA2GblpYWGjRogIsXLyotN2PGDFhbW6N3794qnyMlJQWfPn2SubEfUHoqzB79rfAuny/BuPUsIZ8rxBhjjDHGmKxDhw7By8sLCxYsgJ2dHUqXLo3Ro0fjy5f/b1hevHhRpn0DAI0bNxbaN48fP8bLly9lHmNmZoZq1arl2Ab60ds1EXEf8ehtksL7DkY8z+faFKwCnS7+9u1bpKenw8bGRma7jY0N7t+/r7DMuXPnsH79ety4cUPUc8ydOxfTp09Xt6rse8tIhzalKrzLACl4m5qezxVijDHGGGNM1qNHj3Du3DkYGBjgwIEDePv2LQYNGoR3795h48aNAICXL18qbN+8fPlSuF+6TdljFPnR2zVfvym/Xv+Sw30/owKfLp4bnz9/Rrdu3bB27VpYWVmJKjNhwgQkJCQIt7i4uO9cS5YnugZ4Z11T4V3ntKuior15/taHMcYYY4yxbDIyMiCRSLBt2zZUrVoVv/zyCxYtWoTAwECZ0ezv4Udv11QqaQELQ8WZQxq42ijc/rMq0JFsKysraGtr49WrVzLbX716haJFi8o9PiYmBk+ePEGLFi2EbdIgAzo6Onjw4AFKlSolU0ZfXx/6+vrfofZM0yzbLUTCmqYwS///NRsPMorDtsV46On8q/qDGGOMMcbYT8jW1hZ2dnYwMzMTtpUrVw5EhGfPnsHFxQVFixbNsX0j/ffVq1ewtbWVeUzFihWVPveP3q4x0NXGnDYeGLozAqnp/58iqHl5WzQsx43sfKOnp4fKlSsjODhYSMOVkZGB4OBgBAQEyD2+bNmyuHXrlsy2SZMm4fPnz1i6dCns7e3zo9rsO9GyKQfTURGIDt6A93H38cG0HF5p26NLxdIFXTXGGGOMMcbg7e2NPXv2IDExEcbGxgCAqKgoaGlpoXjx4gCAGjVqIDg4GMOHDxfKnTx5EjVq1AAAODo6omjRoggODhYa1Z8+fcLly5cxcODAfH09mtbUwxan7cxwIOI5Pn1JhU+ZIqjlbAWJRFLQVctXBZ7Ca+TIkejRowe8vLxQtWpVLFmyBElJSfD39wcAdO/eHXZ2dpg7dy4MDAyEsPdS5ubmACC3nf07SQwt4NJiFAAgNTVVLqcgY4wxxhhjmpKYmIiHDx8Kfz9+/Bg3btxA4cKFUaJECUyYMAHPnz/H5s2bAQBdunTBzJkz4e/vj+nTp+Pt27cYM2YMevXqhUKFCgEAhg0bBh8fHyxcuBDNmjXDzp07ER4ejjVr1gAAJBIJhg8fjlmzZsHFxUVI4VWsWDFh4PHfzL6wIYbWdynoahSoAm9kd+zYEW/evMGUKVPw8uVLVKxYEceOHRMCAcTGxkJLi6cKM8YYY4wxxjQrPDwcdevWFf4eOXIkAKBHjx7YtGkT4uPjERsbK9xvbGyMkydPYsiQIfDy8oKlpSU6dOiAWbNmCY+pWbMmtm/fjkmTJuF///sfXFxccPDgQZlBwbFjxyIpKQn9+vXDx48fUatWLRw7duxfnSOb/b8Cb2QDQEBAgMLp4QAQEhKSY9lNmzZpvkKMMcYYY4yxn56vry+ISOn9itoaZcuWxcmTJ3Pcb/v27dG+fXul90skEsyYMQMzZswQXVf278FDxIwxxhhjjDHGmIZwI5sxxhhjjDHGGNMQbmQzxhhjjDHGGGMawo1sxhhjjDHGGGNMQ7iRzRhjjDHGGGOMaQg3shljjDHGGGOMMQ3hRjZjjDHGGGOMMaYh3MhmjDHGGGOMMcY0hBvZjDHGGGOMMcaYhnAjmzHGGGOMMcYY0xBuZDPGGGOMMcYYYxqiU9AVyG9EBAD49OmT0sekpqYiOTkZnz59gq6ubq6fo6DLcx00U/5HqMPP8Bp+hDr8DK/hR6jDz/AafoQ6/Ayv4UeoA78GroOmynMdNFNezD6k19/S63GmHjHtGqY5ufn+/uca2Z8/fwYA2NvbF3BNGGOMMcYY++/5/PkzzMzMCroa/3rcrikYYr6/EvqPdSVlZGTgxYsXMDExgUQiUfiYT58+wd7eHnFxcTA1Nc31cxR0ea6DZsr/CHX4GV7Dj1CHn+E1/Ah1+Blew49Qh5/hNfwIdeDXwHXQVHmug2bKi9kHEeHz588oVqwYtLR41aq6xLRrfkSa+K4VhNx8f/9zI9laWlooXry4qMeampqq9cEXdHmug2bK/wh1+Blew49Qh5/hNfwIdfgZXsOPUIef4TX8CHXg18B10FR5roNmyqvaB49ga05u2jU/Ik181/Kb2O8vdyExxhhjjDHGGGMawo1sxhhjjDHGGGNMQ7iRrYC+vj6mTp0KfX39f2V5roNmyv8IdfgZXsOPUIef4TX8CHX4GV7Dj1CHn+E1/Ah14NfAddBUea6DZsprah/s5/df+J785wKfMcYYY4wxxhhj3wuPZDPGGGOMMcYYYxrCjWzGGGOMMcYYY0xDuJHNGGOMMcYYY4xpCDeyGWOMMcYYY4wpNG3aNFSsWLGgq6FSz5490bp1a+FvX19fDB8+vEDqwo1sxn4Ay5Ytw9evXwEAsbGx4HiE/13/he/Cx48fC7oKoqWlpWHGjBl49uxZQVeFsQL1vY9N/6bjAmP/NaNHj0ZwcHBBVyPX9u/fj5kzZxbIc3N0cQ3asmULVq1ahcePH+PixYsoWbIklixZAkdHR7Rq1Uru8Z8+fRK9b1NT0xzvL1GiBHx9feHj4wNfX1+UKlUq1/XXhODgYAQHB+P169fIyMiQuW/Dhg1yj7958ybc3d2hpaWFmzdv5rhvY2Nj2NvbQ1dXV6N1zmrjxo3o2LEjDA0N1d5XXFwcAMDe3l7lY3V0dPDixQtYW1tDW1sb8fHxsLa2VrsOefHt2zccPHgQFy9exMuXLwEARYsWRc2aNdGqVSvo6emJ3tfr16/x4MEDAECZMmVEv6YjR45AW1sbjRs3ltl+/PhxZGRkoGnTpqLrEB4ejnv37gEAypUrBy8vL1HlTp8+jZo1a8LAwED0c2Wn7LN89+4drK2tkZ6eLlfmR/ouAICTkxOuXr0KS0tLme0fP35EpUqV8OjRoxzLz58/Hw4ODujYsSMAoEOHDti3bx+KFi2KI0eOoEKFCirr8OXLFxCR8Lt8+vQpDhw4AFdXVzRq1Ej0a0lJSQGAXKcMMTExwa1bt+Dg4JCrcoo8fPgQMTExqFOnDgoVKgQigkQiUXu//ybqvgexsbGwt7eXK0NEiIuLQ4kSJXIsn5GRgYcPHyo8T9WpU0f8C8mjkSNHin7sokWLvmNNckeTxyZNHBfq1auH/fv3w9zcXGb7p0+f0Lp1a5w+fTrH8jNmzMjx/ilTpijc/unTJ5XXZPlp6NChcHZ2xtChQ2W2r1ixAg8fPsSSJUtyLP/48WOcPXsWT58+RXJyMooUKQJPT0/UqFEjV+e/9PR0HDhwQOZ827p1a+jo6OT6NbGfU2pqqqhreLGPU6Rnz574+PEjDh48mKfyGkVMRlJSEt27d48iIyNlbqr8+eefZGVlRbNmzaJChQpRTEwMERFt3LiRfH19FZaRSCSkpaUl6qbKli1bqG/fvuTi4kISiYSKFy9Ofn5+tGbNGoqKihL12l++fEldu3YlW1tb0tbWznUdpk2bRlpaWlS1alVq1aoVtW7dWuam7D149eqVzPshkUiU3szNzWnnzp0y+2jTpo3omyrW1tZkYmJCvXr1ovPnz4t412SlpqbSpEmTyNTUVHjfTE1NaeLEifTt2zel5ezt7enPP/+kJ0+ekEQioWvXrtHTp08V3lRp27YtzZs3T277/Pnz6ddff82xbHR0NDk5OZGBgQH5+PhQhw4dqEOHDuTj40MGBgbk7OxM0dHRKuvw6dMn6tq1K+no6AifnY6ODvn5+dHHjx9Vlvfw8KCgoCC57UePHqXy5curLE9EFBcXR7Vq1SKJREIWFhZkYWFBEomEvL29KS4uTmV5IyMj0tfXp1q1atGkSZPo5MmTlJycLOq5pbJ+v7N6/vw5GRgYKCyjye9CYmIiTZo0iWrUqEGlSpUiR0dHmZs6r+Hly5ekp6ensryDg4PwWzpx4gSZm5vT8ePHqXfv3tSwYUNRdWjYsCGtXLmSiIg+fPhANjY2VLx4cTIwMKA///wzx7InTpygpk2bkrm5ufCbNDc3p6ZNm9LJkydFPX/Lli1p06ZNoh6rzNu3b6l+/frCcU56jvD396eRI0cqLDNixAjRNzG0tLQUfpZv374VdYz/9u0bOTk50d27d0U9n6Lnye17oIg6r+PixYvk6Oio8Fwj5j0gUv9c6evrS2ZmZmRoaEienp7k6elJRkZGZGpqSr6+vsKtbt26Oe7n4cOHNHHiROrUqZPwfhw5coRu376t8PGenp70/v17IiKqWLGi8NyKbopo8tikieOCsmPTq1evSEdHR2X5ihUrytzc3NzI0NCQTE1Nlb4HRLLfv7p169KHDx9E1Tcnuf0ssypWrBiFh4fLbb927RrZ2dkpLbd161aqUqUKSSQSKlq0KFWqVIm8vb2pXLlypKenR6ampjRw4EB68uSJyjrcvn2bnJyc5L7TDg4OdOvWLZXlmeb4+PhQQEAADRs2jMzNzcna2prWrFlDiYmJ1LNnTzI2NqZSpUrRkSNHhDJpaWnUq1cvcnBwIAMDAypdujQtWbJEZr9Tp06lChUqCH+np6fT9OnTyc7OjvT09KhChQp09OhR4f7Hjx8TANq5cyfVqVOH9PX1aePGjQrrDID+/PNPatGiBRkaGtLUqVNF1SktLY1GjBhBZmZmVLhwYRozZgx1796dWrVqJfN+DBs2TOa5Dhw4ILMfMzMzoW4pKSk0ePBgKlq0KOnr61OJEiVozpw5qt94Bbh76R9v3ryBv78/jh49qvB+RSNOWS1fvhxr165F69atMW/ePGG7l5cXRo8erbDMmTNnhP8/efIE48ePR8+ePVGjRg0AwMWLFxEYGIi5c+eqrH/Xrl3RtWtXAEB8fDxCQ0Nx+PBhDBo0CBkZGSrrD2T2/sTGxmLy5MmwtbXN9ejKqlWrsGnTJnTr1k10mcePH6NIkSLC/3OSkpKCPXv2YNy4cULvNwCYmZnlqp45ef78Of7++29s2rQJvr6+cHJygr+/P3r06IGiRYuqLD9kyBDs378fCxYskPkcp02bhnfv3mHlypUKy02aNAlDhgxBQEAAJBIJqlSpIvcY+me0R9VnGRYWhmnTpsltb9q0KRYuXJhj2YEDB8LDwwMRERFyPfWfPn1C9+7dMXjwYBw/fjzH/fTp0wcRERE4fPiwzPswbNgw9O/fHzt37syxfHR0NFxdXeW2ly1bFg8fPsyxbNY6pKam4t69eyhTpgwA4MGDB/D390efPn1w7NixHMt/+PABV65cQWhoKEJDQ7FkyRJ8+/YNXl5eqFu3LmbNmqW07LJlywAAEokE69atg7GxsXBfeno6wsLCULZsWYVlNfld6NOnD0JDQ9GtW7dc/6YPHTok/P/48eMyv7P09HQEBweLGtl9+fKlMJvj8OHD6NChAxo1agQHBwdUq1ZNVF2uX7+OxYsXAwD27t0LGxsbREREYN++fZgyZQoGDhyosFxgYCD69OmDX3/9FYsXL4aNjQ0A4NWrVzhx4gR++eUXrF+/XuUxq2nTphg/fjxu3bqFypUrw8jISOb+li1bqnwNI0aMgI6ODmJjY1GuXDlhe8eOHTFy5EiFv82IiAi59yEtLU34PkdFRUFbWxuVK1dW+fwAlE7vTUlJETVDRVdXV5gunBd5eQ8UISUj34mJiSpH3gYMGAAvLy8EBQXl6TwHqH+ubNGiBUxMTBAYGAgLCwsAmccbf39/1K5dG6NGjVK5j9DQUDRt2hTe3t4ICwvD7NmzYW1tjcjISKxfvx579+6VK9OqVSthFkfWNYtiafLYpM5xIeust7t37wozroDMY9OxY8dgZ2en8vVk/30Bmee5nj17ok2bNkrLGRsbC7ORQkJCkJqaqvK5cpKXzzKrd+/eKbwOMjU1xdu3bxWW8fT0hJ6eHnr27Il9+/bJzbhLSUnBxYsXsXPnTnh5eeHPP/9E+/btldahT58+cHNzQ3h4uMx3umfPnujXrx8uXLig6m1gGhQYGIixY8fiypUr2LVrFwYOHIgDBw6gTZs2+N///ofFixejW7duiI2NhaGhITIyMlC8eHHs2bMHlpaWuHDhAvr16wdbW1t06NBB4XMsXboUCxcuxOrVq+Hp6YkNGzagZcuWuHPnDlxcXITHjR8/HgsXLoSnp2eOx+dp06Zh3rx5WLJkCXR0dETVaeHChdi0aRM2bNiAcuXKYeHChThw4ADq1auX5/du2bJlOHToEHbv3o0SJUogLi5OmJmaa3lqmv+EunTpQt7e3nT16lUyMjKiEydO0JYtW6hMmTJ0+PBhleUNDAyE3j5jY2Ohhz4qKkrpiFVW9erVo+3bt8tt37ZtG/n4+Ih6DUlJSXT8+HGaMGECVa9enfT19alixYo0fPhwUeWNjY0pIiJC1GMVKVy4MD18+DDP5cV4//69qBFpTXj58iX9/vvv5OHhQbq6utSiRQs6ePAgpaenKy1jamoq0zsoFRQURKampjk+36dPn+jWrVskkUgoODiYbty4ofCmioGBAd2/f19u+71791R+FwsVKpRjr/PNmzepUKFCKutgaGhIZ8+eldseFhZGhoaGKsvb2NhQcHCw3PaTJ09SkSJFVJYnynwfrl+/Lrc9PDxc1GvI7vbt29SjRw/S0dFROVrl4OBADg4OJJFIyN7eXvjbwcGBSpcuTY0aNaJLly4pLa+p74KZmRmdO3cu16+ViGRG97KP+Onp6VHp0qXp77//VrkfW1tbYcSqdOnStHv3biIiun//PpmYmIiqS6FChYTRsfbt29O0adOIiCg2NjbHz9LFxYVWrFih9P4//viDnJ2dVT5/TrNrxI5+2tjYCJ9Z1nNETEwMGRkZqSy/cOFCatGihTASSZR5PGzVqhX9/vvvOZZdunQpLV26lLS0tGj27NnC30uXLqVFixZR69atqWLFiqJex+zZs6lHjx6Umpoq6vFZqfseSEfttbS0qH///jIj+UOHDqVq1apRzZo1c9yHoaGhqNk4OVH3XFmsWDGFI5S3bt0iW1tbUfuoXr06LVy4UKiP9L28fPlyjqOX6tLUsUmd40LWWYCKfpOGhoa0fv36PL/GmzdvUsmSJZXe37ZtW7KxsSFfX19hdlTdunUV3sRQ97N0c3Oj5cuXy21ftmwZlStXTmGZY8eOiaobUeYMEUUj5VkZGBgo/U6LuQZmmuPj40O1atUS/k5LSyMjIyPq1q2bsC0+Pp4A0MWLF5XuZ/DgwdSuXTvh7+wj2cWKFaPZs2fLlKlSpQoNGjSIiP5/JDv76LMiAES1VbLXydbWlhYsWCD8nZqaSsWLF1drJHvIkCFUr149ysjIUFkfVXgk+x+nT5/GX3/9BS8vL2hpaaFkyZJo2LAhTE1NMXfuXDRr1izH8o6Ojrhx4wZKliwps/3YsWMyPfbKXLx4EatWrZLb7uXlhT59+qgsX7NmTURERKBcuXLw9fXF+PHjUadOHaFHUQx7e3u1Apn06dMH27dvx+TJk/O8j48fP+LKlSsK18p1794dFhYW2L9/f477SEtLQ0hICGJiYtClSxeYmJjgxYsXMDU1lRlRVMXGxga1atVCVFQUoqKicOvWLfTo0QMWFhbYuHEjfH195cro6+srHN1zdHRUOVJkYmICd3d3bNy4Ed7e3rleNyrl4eGBXbt2ya0n27lzp8LR4azMzc3x5MkTuLu7K7z/yZMncuvfFLG0tFTYs25mZibqO9mqVSsMHz4cBw4cEOILPHz4EKNGjRI1aghkfp8VjTCkp6ejWLFiKstHRUUhJCQEISEhCA0NRUpKCmrXro3ff/9d4WeflXRWRt26dbF///5c/Q4BzX0XLCwsULhw4TyVlf7+HB0dcfXqVVhZWeVpP23btkWXLl3g4uKCd+/eCevpIyIi4OzsLGofzs7OOHjwINq0aYPjx49jxIgRADLX/Oe0NjI2NhYNGjRQen/9+vVFjRpmPxblRVJSksJYD+/fvxf1+S5cuBAnTpyQ+S5ZWFhg1qxZaNSoUY6vQzoLgIiwatUqaGtrC/fp6enBwcFB4flHkatXryI4OBgnTpyAh4eH3Kh+Tsdndd8D6cgjEeHWrVsyx1Q9PT1UqFBB6cwxqWrVquHhw4eiv3uKqHuu/PTpE968eSO3/c2bN/j8+bOofdy6dQvbt2+X225tba109FKRb9++KTzfKlvXrqljkzrHhcePH4OI4OTkhCtXrgiz4YDM74F0zXheJSQkICEhQen9W7duRWBgIGJiYhAaGgo3Nze14rio+1mOHDkSAQEBePPmjTCCFxwcjIULFypdj5093klOLC0t5WJyZFe6dGm8evUKbm5uMttfv36t1m+N5U358uWF/2tra8PS0hIeHh7CNumsrtevXwvb/vjjD2zYsAGxsbH48uULvn37pjSa+KdPn/DixQt4e3vLbPf29kZkZKTMNrFxcBQ9Lqc6JSQkID4+Xmbmi46ODry8vNQ6Pvfs2RMNGzZEmTJl0KRJEzRv3jxXsV+y4kb2P5KSkoQAHhYWFnjz5g1Kly4NDw8PXL9+XWX5kSNHYvDgwfj69SuICFeuXMGOHTswd+5crFu3TmV5e3t7rF27FgsWLJDZvm7dOlGBs+7fvw8jIyOULVsWZcuWRbly5XJ9Yb9kyRKMHz8eq1evFh3gJ2sAl4yMDKxZswanTp1C+fLl5YIWqArg8vfff8PPzw+JiYkwNTWVmYInkUjQvXt3lfV5+vQpmjRpgtjYWKSkpKBhw4YwMTHB/PnzkZKSIupC8tWrV9iyZQs2btyIR48eoXXr1jh8+DAaNGiApKQkzJgxAz169MDTp0/lygYEBGDmzJnYuHGjcPGRkpKC2bNnIyAgQOVzA0CPHj0AANeuXRMCiLi6uqJSpUqiyk+ePBlt27ZFTEyMzAl3x44d2LNnT45l+/Tpg+7du2Py5MmoX7++zPTa4OBgzJo1C0OGDFFZh0mTJmHkyJHYsmWLMM3+5cuXGDNmjKhOmAULFqBJkyYoW7YsihcvDgB49uyZ0MgV47fffsOQIUPwxx9/CAfv8PBwDBs2TNQ+ypYtiyJFimDYsGEYP348PDw8cj0tNOuSEOlBPzf7mD59Opo3by53ISs26NjMmTMxZcoUBAYG5vkiUNUyDlUWL14MBwcHxMXFYcGCBUJHV3x8PAYNGiRqH1OmTEGXLl0wYsQI1K9fX1iCcOLECXh6eiot5+bmhvXr18sdV6U2bNigsuNJU2rXro3NmzcLUU4lEgkyMjKwYMEC1K1bV2V5dRpmWTt9Dhw4AHNz8zx9H4HMjrh27drlqoyUuu+B9Pfk7++PpUuXig4+lXV68ZAhQzBq1Ci8fPkSHh4ecueprBenyuTlXJlVmzZt4O/vj4ULF6Jq1aoAgMuXL2PMmDFo27atqH2Ym5sjPj4ejo6OMtsjIiJETZWOiopC79695abxksjp3uoem9Q5LkgHM9Tt/JIu65EiIsTHx2PLli05BtcsVKgQBgwYACDznDJ//nxRnc/KqPtZ9urVS7jOkP62HBwcsHLlSlHXTenp6TKdEpcvX0ZKSgpq1KghOvjU3LlzMXToUEybNg3Vq1cHAFy6dAkzZszA/PnzZQL9/khB435W2T83iUQis0163Jf+hnbu3InRo0dj4cKFqFGjBkxMTPDbb7/h8uXLatcle0es2Md9rzpJJBK5RnjWAZlKlSrh8ePHOHr0KE6dOoUOHTqgQYMGKpdtKKT2WPhPwsvLS5g+06JFC+rWrRs9e/aMxo4dS05OTqL2sXXrVnJ2dhamLNnZ2dG6detElQ0KCiIDAwNyd3en3r17U+/evcnDw4MMDAwUBoDKLiMjgyIjI2np0qXUtm1bsrKyomLFilHnzp1pzZo1oupgbm5Oenp6pKWlRcbGxkKwKOlNkaxBWnK6iZk25eLiQsOGDaOkpCRR9VWkVatW1LVrV0pJSZGZdnXmzBlR00KbN29Ourq65ObmRosXL6Z3797JPebVq1ckkUiEv7MHVzMxMSErKyuqX78+1a9fn6ysrMjU1FT0NPdXr15R3bp15QJ21atXj16/fi1qH4cPH6aaNWuSoaEhWVpaUt26dSkkJERU2Xnz5pGtra3clDxbW1uaP3++qH1UrFiRjI2NSVdXl0qVKkWlSpUiXV1dMjY2FhVghyjzO338+HFasGABLV++nEJDQ0U9t1TW77Oenp7M/8V8t4cNG0aenp6kr69PNWrUoAkTJtDx48dz/f0MDAwkd3d30tfXJ319ffLw8KDNmzeLKpuXoGPZAxqZmJiQsbExubu7i37vly5dSl++fBH+n9Mtv8THx9P169dllmtcvnyZ7t27p7TMmTNnyMjIiDw8PGjEiBE0b948mjdvHo0YMYLKly9PxsbGor9XiYmJFBQURCtXrszTe3Dr1i2ytramJk2akJ6eHv36669Urlw5srGxEbXMplu3buTg4ED79u2juLg4iouLo71795KjoyN1795dVB2IiNatW0dubm7Cb8LNzY3Wrl0rurw61H0PpD5+/Kjw2Pzu3TtKSEiQ264qqKb0vpym/pubm8scM3J7rswqKSmJBg4cSPr6+sIxVk9PjwYOHEiJiYmi3oNRo0ZRrVq1KD4+nkxMTCg6OprOnTtHTk5OwnKKnNSsWZPq1KlDR44coYiIiFxP91Y3IKImBAYG5nhTJesyHgcHB3JycqJq1arRhAkT6NOnT6LqMH36dIXnhOTkZJo+fbqofaj7WWb1+vVr+vz5s6jHvnjxgry9vUlbW5vq1KlD79+/p2bNmgm/i9KlS9OLFy9E7Sv77ynr7y3r32KX17C8yz49moioZMmStHjxYpltyDJtOiAggOrVqydzf/369WWmh4udLj548GAi+v/p4mKW1kDBFG4xdVI0Xdze3j7H6eLW1tb0xx9/CH9HRUURAKVB2Y4dO0YAFJ5zVOGR7H8MGzYM8fHxAICpU6eiSZMm2LZtG/T09LBp0yZR+/Dz84Ofnx+Sk5ORmJiYq9QWv/zyC6KiorBy5Urcv38fQGZwlAEDBogayZZIJChfvjzKly+PIUOG4Nq1a1ixYgW2bduGXbt2oW/fvir3oSrNgyJZR+rU9fz5cwwdOlStaVdnz57FhQsX5KZmOzg44Pnz5yrLW1tbIzQ0VBgpU6RIkSIyo3vZp0VnH+UR8/llNWTIEHz+/Bl37twRlhrcvXsXPXr0wNChQ7Fjxw6V+2jWrJnKJQ7KjBs3DuPGjcPjx49lUnhl72XPSV6C6mQnkUjQqFGjPE/Tycv3WVH5jx8/4uzZswgNDcXEiRNx584deHp64vz58yr3sWjRIkyePBkBAQHCtKpz585hwIABePv2rTDtOTt1go5p4r1fvHgx/Pz8YGBgIEw1VkQikciljckuMDAQVlZWwvdx7NixWLNmDVxdXbFjxw65JTbKFC1aVJgV8enTJ5w+fRplypRRGkAOAHx9fXH79m2sXLkSly5dkvk+N23aFAMGDBA1EhkREYFffvkFycnJSEpKQuHChfH27VsYGhrC2tpa5XsAAO7u7oiKisKKFStgYmKCxMREtG3bFoMHD4atra3K8qtWrcLo0aPRpUsXodddR0cHvXv3xm+//aayPJB5blu4cCGGDBkiE5BwxIgRiI2NVZnSKKs3b97IpOfLOmVXGVNTU9y7dw8rV66Uew9yEzyqU6dOaNGihdyI5+7du3Ho0CEcOXJEZru6szEA9Y8nWRkaGuLPP//Eb7/9hpiYGABAqVKlRI/4AMCcOXMwePBg2NvbIz09Ha6urkhPT0eXLl0wadIkleVv3LiBa9eu5fj7UURTARGl7t69i9jYWHz79k1mu5hlQcOGDZP5OzU1FcnJydDT04OhoaHKUVxNfC+mT5+OAQMGyF23JCcnY/r06UrTgGWl7meZlZjfodS4ceNARDhw4AC2bduG5s2bQ1tbG3FxccLzz549GytWrFC5r9OnT//nUhH+TFxcXLB582YcP34cjo6O2LJlC65evZrjdd+YMWMwdepUlCpVChUrVsTGjRtx48YNbNu2Ld/qNGzYMMybNw8uLi4oW7YsFi1ahI8fP+a433r16mHFihWoUaMG0tPTMW7cOJlR/kWLFsHW1haenp7Q0tLCnj17ULRo0bzNVsl1s/w/Iikpia5du0Zv3rwp6KqIcu3aNSEwjoWFBeno6JCnpyeNGDGCDh48qLL8t2/fyN/fnx49eqSxOiUkJNCBAwdyHGnKqk2bNrRr1y61ntPc3Jzu3LlDRLIBRM6ePUvW1tY5lv327RvVq1dPdMqz78XU1JSuXLkit/3y5ctkZmYmej8pKSkUFxeX69QqBeVHHD0lygz6sm/fPgoICCB3d3fS0tIiS0tLUWUdHBwUjqhs2rSJHBwclJbTVNCxH0Hp0qWFIHYXLlwgQ0NDWr16NbVo0UL07I727dsLgX2Sk5PJxcWFdHV1SUdHh/bu3fvd6i7l4+NDffv2pfT0dOG4EhsbS3Xq1KF9+/Z99+fPKjExUUgtKXbUU8rKykphgM3t27eL/k4nJiaSv78/aWtry6Tn69Wrl8pZHuqmEJOysLBQmEbs3r17VLhw4RzLhoaGKgzalpqamuvZMgUlIyODnj59SsnJyRQbG0tBQUG0a9euXJ27vLy8FAanVEVTx6aYmBgqX7683L7EpkFTJioqiurXr5+rwF5S0muW3KSok0gkCmeYBQcHk5WVVa6e/+nTp3n6LImI9uzZQ+3bt6dq1aqJnrFka2srBL569+4dSSQSOnXqlMxrEDuTk/048jKS/fXrV+rZsyeZmZmRubk5DRw4kMaPH5/jSHZ6ejpNmzaN7OzsSFdXV2kKr7yOZIupU2pqKg0bNoxMTU3J3NycRo4cqTKF1/Pnz6lRo0ZkZGRELi4udOTIEZnAZ2vWrKGKFSsKaRXr16+vMIiuGNzI/oe6U37ykjczey7unG6qaGtrk5eXF40aNYoOHTokKhdxdqampmo1stW9EF63bh2VKFGCpk6dSnv37qW//vpL5iZGhw4dqG/fvkSU2ch+9OgRff78merVq0c9e/ZUWd7KykqtRraiC1ip0aNHi9qHssi1169fFxWNOSoqimrVqiX3HczNVC11cm1nFR4eTlu2bKEtW7aoPEg5ODjQ27dvhf8ru4nN7yz16tUrunXrVq5/U0OGDCEPDw/S1tYmKysratu2LS1dupQiIyNFR53U19dXGMk4KiqK9PX1VZZ3cHDQSEdfbj4HTcsaGXzs2LFChNPbt2+LvgjNGpV627Zt5OzsTElJSfTnn3+Kjor94cMHWrt2LU2YMEGY9nXt2jV69uyZyrJmZmZCxH4zMzPhIvzSpUtUpkwZUc9/9OhRmUbNihUrqEKFCtS5c2eZiOHfk5mZmcLj24MHD0R34PXr14+cnJzoyJEjlJCQQAkJCRQUFESlSpWiAQMG5FhW2RTjJ0+eiMo6IGVoaEg3b96U2y4m+4EmGvqa6izIq/T0dNLV1VXrXBUcHEw1atSgM2fO0Nu3b4XPUnpTRd1jU/PmzalVq1b05s0bMjY2prt379LZs2epatWqFBYWluf9EhFdvXpV1O9SnWsW6fIBLS0tuaUEpqampKWlJURZ/t6WLl1KxsbGFBAQQHp6etS/f39q0KABmZmZ0f/+9z+l5QwMDCg2Nlb428jISOZ89fTpU9GZOGrXrk2TJ0+mU6dOCZ3l7Ocyfvx48vb2Luhq/KtwI/sf6p40mzRpQq6urvTnn3/SgQMH6ODBgzI3RVStE8tNihgxJ0VVunfvTosWLcpzeXUvhDWRJicuLo5cXV2pXLlypKOjQ9WrVydLS0sqU6aMws83u+HDh9O4ceNEPZciZmZmClN4DR8+nIoWLSpqHy1btqQ6derQ8+fPhW3Pnj0jHx8fat26tcry6q61I8rsbFB2EatqRgCRZtaVqys8PJzc3NwU/sbEfJ9+/fVXWr58eY4pzVRxc3OTW7NERDRz5kxyd3fP837F0sTnkJGRQbt376aBAwdSu3bt5GIQqFKkSBGhYV+xYkVhPfrDhw9FpW0ikr0Y7Natm/Abffr0qah9REZGkpWVFTk7O5OOjo4ww2XixIkyaU2Uydr55uLiIoyS3bt3T3Tj0N3dXYivcfPmTdLT0xPSLYrpAExMTKRJkyZRjRo1qFSpUuTo6ChzEyMgIIBGjBght33UqFGiGwSWlpZ05swZue2nT59W2mmiidRbWfn6+lJAQIDc9kGDBsmkrlFE2cjjgwcPRKeUU9ZZ8Pz583xLV+Tq6ppj+h1Vso8c5/e6WUtLS6Gz09TUVOjECg4OFt1xpkxERISoz1Kda5ZNmzbRxo0bSSKR0NKlS2nTpk3Cbfv27XThwgXR9U1LS6N169ZR586dqX79+rlOA1amTBmhgz/rDL7JkycL62MVKVGiBF2+fFn4e9y4cTLrTm/cuCG6I3TmzJnUsGFDMjIyIn19ffL29qaJEyfSiRMn1IqzwwpeRkYGPXz4kKpUqUL9+vUr6Or8q/Ca7H/QPxE1s4uMjBSVAufcuXM4e/as0nD3imhiPZCUNFpjXiNSA5nrH2bMmIHz58+jcuXKcuvDVK07TEhIEN6rY8eOoV27djA0NESzZs0wZswYlc+viTQ5xYsXR2RkJHbt2oXIyEgkJiaid+/e8PPzQ6FChVSWT0tLw4YNG3Dq1CmF74GqCOnbtm1D586dcfjwYdSqVQtA5hrr/fv3i16/vmLFCrRs2RIODg7Ceu64uDi4u7tj69atKsvnda1dVomJiQpTjunq6spECVVGE+vKpSiPUZB79eqF0qVLY/369bCxscl1eVWR2MWYPn06OnbsiLCwMGFN9vnz5xEcHIzdu3erLJ89+q2URCKBgYEBnJ2dUadOHaXpajTxOQwfPhyrV69G3bp18/Q+NmzYEH369IGnpyeioqLwyy+/AADu3Lkjeu2mvb09Ll68iMKFC+PYsWPYuXMnAODDhw8wMDBQWX7kyJHw9/fHggULYGJiImz/5Zdf0KVLF5XlPT09cfXqVbi4uMDHxwdTpkzB27dvsWXLFqXp7rJ7/PixEMl83759aNGiBebMmYPr168L70lO+vTpg9DQUHTr1g22traiP4esGSAkEgnWrVuHEydOCBGAL1++jNjYWFFRiIHMtabSrANZWVtbIzk5WWEZTaTeymrWrFlo0KABIiMjUb9+fQCZGRSuXr2KEydOKCwjjdotkUjQs2dPmajY6enpuHnzJmrWrJnj80p/j9L3MWtKyPT0dISFhal13M2NefPmYcyYMVi5cqXo72BWmoinEhwcjMWLFwvXHOXKlcPw4cNzTJsnlZ6eLvwWrays8OLFC5QpUwYlS5YU1vqrknV9OPD/0cFXrFghl1pIEXWuWaRZQBwdHeHt7Q0dnbxfTg8bNgybNm1Cs2bN4O7unutjbGxsrPDdLVSokJBtoFu3bqhevbrSNdUVK1bExYsXhQj38+bNk7n/3LlzoqLtAxDWjqelpeHq1asIDQ1FSEgIFixYAC0tLXz9+jVXr4n9OBISEuDq6ooqVargf//7X0FX59+lYNv4BU9TU37KlSuX79Mws3r16hX5+vqqNWKl7hRdFxcX2rVrFyUmJlKRIkWEdZg3btwQvd5PXequt1MVJV2Mbdu2kYWFBYWHh9PAgQOpWLFi9ODBg1y9joyMDDpx4gQtW7aMli1bRidPnhRdNq9r7bKqUqWKwmUSU6dOpUqVKqksr4l15epE5SbK7NFXNFU7J9mXKOR0E+vatWvk5+dHlSpVokqVKpGfn5/oY4WDgwMZGRmRRCKhwoULU+HChUkikZCRkRHZ2NiQRCKhUqVKyUz5y0oTn4OFhYWoDAfKfPjwgQYPHkwtW7aUWa81ZcoUmjVrlqh9/PHHH6Sjo0Pm5uZUvnx5IcL4smXLRP0uTU1NhejVWUd6njx5Imra/tWrV+n06dNElHmsbdy4MZmYmFClSpVEzw6xsLAQ4kV4e3vT6tWriShz3ZqYKZlmZmZ07tw5Uc+VlSYzQBAR1atXj9q3by8zJTQ5OZnat29P9evXz7Fsz549NTLriihztLJLly7k6upKlStXJn9//xynT/fs2ZN69uxJEomEOnbsKPzds2dP6tevH82ZM0fl9Gfp+VAikZC9vb3MObJ06dLUqFEjunTpkkZenypZsycYGBjkOsK5uqS/yU6dOgmxMjp37ky6urq0YsUKleVr1aolrMHs3LkzNWnShM6dO0fdu3cnNzc3UXVQNEPJxsaGOnfuLCoqtiauWTSxdMDS0lKtY6yjo6NwTqlcuTKtWrWKiIiOHz+u1nfh8uXLuZ7J9eDBA1q9ejV16tSJbG1tqXDhwqJm4DH2M/rPj2QvWbIERIRevXph+vTpMpEy9fT04ODgkGOk6az7yW3ezOy9sDlRFWlzyJAhSExMVGvESt2R9eHDh8PPzw/GxsYoUaIEfH19AQBhYWHw8PBQWGbZsmXo168fDAwMlI7aSYmJ4Fu3bl3Ex8fLRXZPSEhA3bp1Veb+1ETvfpcuXfDx40d4e3ujSJEiCA0NhbOzc672IZFI0LBhQ9SuXRv6+voqe7azji7Pnz8fY8eOxZw5cxTmgRWTo1KdXNtA5qwERfk1dXV1Rc1YyGtU7qzq16+PyMjIXL33YiNzi8kjm5qaiv79+2Py5MmiZiAoMmfOHKxZswbr1q1DqVKlAAAPHz5E//790a9fP3h7e6NTp04YMWKEwhyO6n4OQGb0fCcnpzzVH8jMAatoJGX69Omi9zFo0CBUrVoVcXFxaNiwIbS0tAAATk5OmDVrlsry+vr6CmdgREVFiYrGK82zDmSO2B47dkx03aVq1aqFkSNHwtvbG1euXMGuXbuEOkhzwefEwsJC1Kyq7DSZAQIAli5disaNG6N48eKoUKECgMwZXwYGBjh+/HiOZTdu3KixelSsWDFXUWylz+3g4IAxY8bkKYtF1nzj+/fvh4WFRa73oSmaiHb+8eNHXLlyBa9fv5Y7Hqia2TBnzhwsXrwYAQEBwrahQ4fC29tbiJadk0mTJiEpKQkAMGPGDDRv3hy1a9eGpaWl8NtQRd3Zb1mvWUqWLCnqmiU7ypZvVyolJUXhbDBF9PT0cn2NkFW9evVw6NAheHp6wt/fXzgfhIeHi867roh0hFuMLl26IDQ0FCkpKahTpw58fHwwfvx4lC9fnqOOs/8sCSk7QvzHhIaGqjXlx8LCAsnJyUhLS4OhoaHche379+/lykgvFFURc0FvZmaGU6dOoUqVKjLbr1y5gkaNGqkMaa8p4eHhwoWwdCpdUFAQzM3NFU7fcnR0RHh4OCwtLXNMFSCRSPDo0SOVz6+lpYVXr17JXThHRUXBy8tL5VTnXr16YenSpTJTSgEgKSkJQ4YMwYYNG+TKZJ2OmdWePXtQqVIloXEEqJ5uDmReOMyePRurVq3Cq1evEBUVBScnJ0yePBkODg7o3bu3XBktLS2ZExkpWP4g3abquyQVFBSEOXPm4MaNGyhUqBDKly+PqVOnwsfHR2XZVq1a4ePHj9ixYweKFSsGIDNFm5+fHywsLHDgwIEcyzs6OmL69OlyF3qBgYGYNm2aqA6ht2/fokePHqhatSrc3d3lfpNiUsSoy8zMDDdu3MhV+rOsSpUqhX379sktQ4mIiEC7du3w6NEjXLhwAe3atRNSEGal7ucAZL7nx44dw4YNG0QtuVDk7NmzWL16NR49eoQ9e/bAzs4OW7ZsgaOjo7CsQoxv377h8ePHKFWqVK6O1X369MG7d++we/duFC5cGDdv3oS2tjZat26NOnXqaDQ9kzKxsbEYNGgQ4uLiMHToUOF3PGLECKSnp6vsZNy6dSv++usvBAYGqpXmUBOSk5Oxbds2Id1kuXLlRC/J0bSvX7/KpX/KqSPx8ePHSEtLg4uLi8z26Oho6Orq5ir91L/Z33//DT8/PyQmJsLU1FTmfCGRSBRes2RlbGyMGzduyDUOo6Oj4enpicTExFzX6f3797CwsPiujbJPnz7JfD+uXbuG2NhY0dcsUtLf64gRIzBz5kyFSweePHkiLJXIycKFC/Ho0SOsWLEiT689IyMDGRkZwjFx586duHDhAlxcXNC/f3/Rjf3sPnz4gL///lvUUhItLS1YWVmhV69eqFevHmrVqlXgxynGCho3srOIiYnBxo0bERMTg6VLl8La2hpHjx5FiRIl4ObmlmPZwMDAHO+Xrt/5XkxMTBSuCY+IiICPj4+odbS9evXK8X5FDUxF8nohrA5pb+1ff/2FJk2aKFxvV6ZMGZUjUNra2gpHwt++fYuiRYsiLS1NrkzdunVF1VEikeD06dMqHzdjxgwEBgZixowZ6Nu3L27fvg0nJyfs2rULS5YswcWLF+XKhIaGiqoDAFGNZHXFxcWhZcuWuHPnjty68kOHDqkcuTMwMMDt27cVXsB5eHiIWt/1999/o1u3bgq/+7npbFBHjx49ULFiRVEj74oYGhoiLCxMZiQVAK5evQofHx8kJyfjyZMncHd3V3hRq+7nAABfvnxBmzZtcP78eTg4OMh1Vly/fj3H8vv27UO3bt3g5+eHLVu24O7du3BycsKKFStw5MgRuZzGiiQnJ2PIkCHCcVba8TRkyBDY2dlh/PjxOZZPSEjAr7/+ivDwcHz+/BnFihXDy5cvUaNGDRw5ckRlfmJPT0/RF7+q3o+88vT0RExMDIgoT5/DzyQ5ORljx47F7t278e7dO7n7c/pt+/j4oFevXnLn5K1bt2LdunUICQlR+fzt2rVD1apVMW7cOJntCxYswNWrVzUSz0GM9PR0HDx4UFgT7ebmhpYtWyqN0ZBV6dKl8csvv2DOnDl5agx16dIFnp6ecmuXf//9d4SHhwtxE5RJSEhAenq63OyM9+/fQ0dHR2lHibJObUUUdWpnPcfXq1cP+/fvz1P+W2nH6dOnT1G8eHGZ91w6C3LGjBmoVq2ayn21adMGZ86cQeHCheHm5ib3296/f7/SsmlpaZgzZw569eol6nieG5GRkahUqZKoc+WHDx9w9uxZhISEIDQ0FPfu3UPFihXh6+sLX19fNGrUSKN1Y+zf4D8/XVwqNDQUTZs2hbe3N8LCwjB79mxYW1sjMjIS69evVzgVM6vv3YhWpV69ehg2bJjciNWIESOEwDCqfPjwQebv1NRU3L59Gx8/fhSmDOdE3QvhrCiXwa6k0/yJCCYmJjIjKnp6eqhevTr69u2rtPynT59AmdH28fnzZ5lgSunp6Thy5Ihcw1tK09MxN2/ejDVr1qB+/foYMGCAsL1ChQrCyFF236vh/O3bN4VTCUuUKJFjOXt7e1y/fh2nTp2SGe0SExAHAJydnbF79265IBu7du2SG4FSZsiQIejatSsmT56sMFCTGElJSQgNDUVsbKzcaJmY5QvqBhOsW7cu+vfvj3Xr1sHT0xNAZsfZwIEDhd/krVu3lI6Uq/s5AJnHtmvXrqFr1655Cnw2a9YsrFq1Ct27d5e58Pb29hY11RsAJkyYgMjISISEhKBJkybC9gYNGmDatGkqjy1mZmY4efIkzp07h5s3byIxMRGVKlUS/T40adIEf/75J1xdXYXlQ5cuXcKdO3cwcODAXI/g5nb0FRC/lOF7OHToEJo2bQpdXV2Vy5yMjY1RtmxZ4Tz0PYwZMwZnzpzBypUr0a1bN/zxxx94/vw5Vq9eLRe8KbuIiAiFI5TVq1eXmfqck7CwMEybNk1ue9OmTbFw4UJR+1DXw4cP8csvv+D58+coU6YMAGDu3Lmwt7dHUFCQzAwqRZ4/f46hQ4fmebTR1dUVs2fPRkhIiMxv4vz58xg1apTMzAxFx7lOnTqhRYsWGDRokMz23bt349ChQ0o737KPDF+/fh1paWnCexAVFQVtbW1UrlxZYXljY2O8e/cO1tbWCAkJQWpqqvgXnUXWpQMHDhyAubl5noN0mpubo02bNnmqh46ODhYsWCA6cGFWqgZfpAHUxLCwsEDLli2FGWIPHz7ErFmz8Ntvv2H+/Pn50qnN2A+nIBaC/4iqV69OCxcuJCLZwDiXL18mOzs7Uft4+PAhTZw4kTp16iQEwjhy5Ajdvn1bVPnExEQKCgqilStXCoFEpDdVYmNjqWLFiqSrq0tOTk7k5OREurq65OnpSXFxcaKeX5H09HTq168fzZ8/X+Vjhw4dSpUrV6azZ8+SkZGR8B4ePHhQdEqOdevWkZubG+np6ZGenh65ubnR2rVrRdd32rRplJiYKPrxUopSmWS9aWtriw7SpC4DAwN68uQJEcl+F+/cuSM65dGHDx/o999/p969e1Pv3r1p0aJFucqdrolc2+rYu3cvaWtrU+PGjWnGjBk0Y8YMaty4Meno6ND+/ftF7cPY2FgIdpUX169fp6JFi5KpqSlpa2tTkSJFhKBjYlMmqRtMMD4+nho0aEASiUT4TWhpaVHDhg3p5cuXRJSZOun48eN5fp2qGBoaqhVIr1ChQvT48WMikv0+x8TEiAo6RpSZakaarijrPqKjo0WnXVJH7969adKkSXLbp0yZQv7+/qL2kZiYSIMHD6YiRYooPMb8yLKmrFKVclIikZCOjo5a6SBVsbe3F9KImZiYCAEON2/eTE2bNs2xrKmpqcLAg+Hh4WRsbCzq+Q0MDISUU1ndu3cv31J4NW3alJo0aSKTcunt27fUpEkT+uWXX1SWb9OmDe3atSvPz5/TsU3Mcc7CwkLIN5/VvXv3qHDhwqLqsHDhQmrRooVMnvn3799Tq1at6Pfff1dYpm3btmRjYyMEivX29pZLmSU2dZaUutct6mrZsiVt2rQp1+VUXffk5nz/9u1b2rdvHw0ZMoQ8PDxIW1ubLC0tqU2bNrRkyZJc1439eEqWLEmLFy9W+zHq2rhxo+jArQWNR7L/cevWLWzfvl1uu7W1Nd6+fauyvLoj4REREfjll1+QnJyMpKQkFC5cGG/fvoWhoSGsra1VjnhpYsRKES0tLYwcORK+vr4YO3Zsjo89ePAgdu3aherVq8v05Lq5uSEmJkblc02ZMgWLFi3CkCFDhJ7xixcvYsSIEYiNjcWMGTNU7mPq1KlIS0vDqVOnEBMTgy5dusDExAQvXryAqampzLqprM6cOQMiQr169bBv3z6ZKWx6enooWbKk6JGZ8PBw7N69W+HoZ07TvqRcXV1x9uxZlCxZUmb73r17hdFMVc/fuHFjFCpUSAhcsmjRIsyePRsnTpwQldatZ8+e0NHRweHDh3OVLigrddK7tGvXDpcvX8bixYtx8OBBofyVK1dEvQdA5hKCM2fOqBzRUWbEiBFo0aIFVq1aBTMzM1y6dAm6urro2rUrhg0bJmof6gQTJCJ8+/YNhw4dQmxsrJDWpkyZMsKoDZDzcgV1U4ABmccWMcHylClatCgePnwot9b13LlzogOqvXnzRuFMkqSkJNHfzeDgYAQHByucmaFqKcyePXsQHh4ut71r167w8vIStZRm7NixeR59zSprmkY3NzfRvwd1ZH2/VAWb+vbtG7Zv344JEybkeZmEKu/fvxe+O6ampsL64Vq1amHgwIE5lq1Tpw7mzp2LHTt2CN/79PR0zJ07V3R8AA8PD+zatQtTpkyR2b5z504hTdv3FhoaikuXLsmcqywtLTFv3jxR6aukaaru3r2rMECmqpgV6gZKTUlJUbj8KjU1FV++fBG1j4ULF+LEiRMyAegsLCwwa9YsNGrUCKNGjZIrs3XrVgQGBiImJgahoaFwc3NTa+3w1KlTsXDhQrWuW6Rev34tc5xXNnsuu6ZNm2L8+PG4deuWwhlTyj5LExMTTJw4UemU9ujoaPTv319UHaytrWFlZYXatWujb9++8PX1FR08jhW8uLg4TJ06FceOHcPbt29ha2uL1q1bY8qUKbC0tBS9n6tXr6pcfpUbDg4OGD58OIYPHy5s69ixo6i0lz+Egm7l/yjs7Ozo/PnzRCQ7UrJ//35ycnJSWV7dkXAfHx/q27cvpaenC+VjY2OpTp06tG/fvry+LI0ICgoiKysrlY8rVKiQ8Lqzvgc3btwgU1NTleWtrKxo+/btctu3b98uOp3GkydPqGzZsmRoaEja2tpCHYYOHUr9+/cXVV6aHigvduzYQbq6utS8eXPS09Oj5s2bU+nSpcnMzIx69uwpah8HDx4kMzMzmjdvHhkaGtJvv/1Gffr0IT09PTpx4oTK8rVq1aKePXvKpDJLTU2lHj16UO3atUXVwdDQkO7duyfqsYqom95FE2bNmkVWVlbUo0cP+v3333M9O8TMzEwYrTIzMxNGXS5dukRlypTJdX0yMjIoIyND9OPT09NJV1c3x7REqqibAoyI6PDhw9S4cWNhNDq35syZQ66urnTp0iUyMTGhs2fP0tatW6lIkSK0bNkyUfuoXbu28FhjY2N69OgREREFBARQ48aNVZafNm0aaWlpUdWqValVq1bUunVrmZsqNjY2tHHjRrntGzduJGtra1GvQZ3RV6LM1GF169ZVK01jfvn06RONGDHiu+3fw8ODQkJCiIiofv36NGrUKCIiWrp0qcrz7e3bt8nS0pJKlSolpPAqVaoUFSlSRHS6okOHDpGOjg51796dNm3aRJs2baJu3bqRjo6OkJbqe7OwsBCuWbI6d+6cqLRNOc1EyI+ZFb6+vhQQECC3fdCgQVSrVi1R+zA2NhZ+U1mdPn1a1KwEX19f+vDhg6jnUkYT1y0JCQnUtWtX0tHRkZkN4ufnJ2oGWl4/S19f3xxnKd64cYMkEomo1yB2xua5c+fo69evoh7L8kdMTAxZW1tTrVq1KCQkhJ4+fUpHjhwhNzc3cnFxEWbL5McodXYF8ZyaxI3sf4waNYpq1apF8fHxwgXQuXPnyMnJiaZNm6ayvJGRkXDhl7WB+fjxY1FTIjVxQX/q1Clq1qyZMF28WbNmucqvPGLECJnb8OHDqWPHjmRsbEyDBw9WWV7dC2EzMzOFDYoHDx6InhrSqlUr6tq1K6WkpMh8DmfOnCFnZ2dR+yAiSkpKonv37lFkZKTMTRUPDw+hESl9/oyMDOrbty9NmTJF9POHhYVRgwYNqEiRIlSoUCHy9vYWPSXYwMBAYQP5zp07ovLxEqmfa9vOzo6WL18ut33FihVUrFgxUftIS0ujvXv30syZM2nmzJm0f/9+SktLE10HdadqW1lZCd9HFxcXOnbsGBFlTmc0NDQUXQ91phK6uroK06TzYvv27eTr6yszbT46Oprq1atHO3fupLi4OPL29qZ27dop3UfWfLzGxsa5zsebkZFBs2bNEhr7EomEDAwMFE6/Vubs2bNkbGxMAwYMIAMDAxo2bBg1bNiQjIyMKDw8XGX5okWL5irHenZz584lAwMDGjJkCG3ZsoW2bNlCAQEBZGhoSHPnzhW1DyMjI3r69CkRZf4+Ll++TEREjx49ErUMpEOHDuTl5SUzxfbOnTvk5eVFnTp1ysOrUs+dO3fo6NGjec4fr45FixYJHWUnT54kAwMD0tfXJy0tLVFTU58/f04TJkygX375hdq1a0fTp0+XmXYtxuHDh6lmzZpkaGhIlpaWVLduXaHhnx+6detGbm5udOnSJaED7+LFi+Tu7k49evT47s+fkZFBu3fvpoEDB1K7du2oTZs2MjdVzp07RwYGBlS7dm2aNm0aTZs2jWrXrk0GBgYUFhYmqg7dunUjBwcH2rdvH8XFxVFcXBzt3buXHB0dqXv37irLT58+nZKSkuS2Jycn0/Tp00XVQRPXLR06dBDOMQkJCZSQkEDHjh2jMmXKUMeOHUXtIy/WrFmTY4fzy5cvRV3/5oaJiYlwXcZ+DE2aNKHixYtTcnKyzPb4+HgyNDSkAQMGEFFmg3fGjBnUqVMnMjQ0pGLFiskNmmRvFH/48IF69+5NVlZWZGJiQnXr1qUbN27IlDl06BB5eXmRvr4+WVpaCh3fPj4+BEDmRiQ7XfzBgwcEQO6ad9GiRTIDpLdu3aImTZqQkZERWVtbU9euXenNmzd5f9NE4kb2P1JSUqhPnz5CT6Kuri5JJBLq2rWrqAt7dUfC1b2g18TIoa+vr8ytXr161LFjR1q9erXMqKgy6l4IBwQEKBz9GDVqFA0aNEjUayhcuLDQWZG9s0NMA/P169fUrFkzpWuUVDE0NBRG/AoXLkw3b94kIqK7d+9S0aJFRb0GdVlbWytskB87dizHUTfpyT0hIYGCg4OpRo0adObMGXr79q3MfQkJCSrrYGRkJIzUZRUVFSWqQREdHU2lS5cmQ0ND8vT0JE9PTzI0NKQyZcqotc46Nxo2bEjbtm0jIqI+ffpQ1apVaevWrdS4cWOqWrWqqH1MnjyZjIyMaPz48UIjZPz48WRsbEyTJ09WWf7QoUNUq1Yt0SNs2Tk5OVFERITc9uvXrwsdDefPn8/xuykdqVN2y0laWhqFhobShw8fKCUlhe7cuUOXL1+mz58/5/q1xMTEUJ8+fahKlSpUrlw58vPzE35fqhQuXFjt782uXbuoZs2aQudCzZo1c7WmVZ3RV6LMtcRXrlyR23758uV8XZ8WExND5cuXF0bJso6YFdTa8idPntC+ffuUdoS2adNGOG4FBgb+FCNpHz58oJYtW8rEa5BIJNS6dWuVo5/fvn0jbW3tPB9XiDJnh+nr61OTJk2oR48ewqwA6U2MiIgI6tKlC7m6ulLlypXJ398/VzN3kpKSaODAgUIHi5aWFunp6dHAgQNFxWbR0tISYg1k9fbtW9HfZU1ctyiLexEWFqb0+s/CwkJoJPj7+9OnT59EPVdBy3pdxgreu3fvSCKR0Jw5cxTe37dvX7KwsKCMjAwqWbIkmZiY0Ny5c+nBgwe0bNky0tbWlplhmb2R3aBBA2rRogVdvXqVoqKiaNSoUWRpaSl0ah4+fJi0tbVpypQpdPfuXbpx44ZQl3fv3lHx4sVpxowZFB8fT/Hx8UQkvybby8tLrtO+cuXKwrYPHz5QkSJFaMKECXTv3j26fv06NWzYMFdxF/KKG9nZxMbGUlBQEO3evVthI0EZdUfC1b2g18TIoSaocyEcEBBApqam5ObmJgTscnd3J1NTU+FEJr0pY25uTnfu3CEi2YP52bNnRU3r7NKlC3l7e9PVq1fJyMiITpw4QVu2bKEyZcrQ4cOHVZa3s7MTXq+Hh4cwjezChQuipsxnlZKSQnFxcfT06VOZmypDhgyh4sWL086dOyk2NpZiY2Npx44dVLx4cRo2bJjSctmDoCgKiiJ2KmHnzp1pwYIFctt/++03UT3z6gb10YSrV6/S6dOniShzqm7jxo3JxMSEKlWqJNcTq4y6UwmzjiIbGBjkehS5UKFCdPXqVbntV65cETqdHj9+LDqgXl7o6+sLs1ry4tu3b+Tv76/WPsaOHUszZszIc3lNUHf01djYWGmHSX4Ef5Nq3rw5tWrVit68eUPGxsZ09+5dOnv2LFWtWlX0CGReqNOo0NXVpRcvXhCR8oZVXuT1GK1J0dHRQgdebq5ZHB0dRR/HFLGwsKCgoKA8l89J9hE1VRITE4XZZrkJfCqRSBQutQgODha1RI5IM9ct9vb2Cq+TIiMjlXbAZQ0uq6Wl9cMtGVGGG9k/lkuXLhEApctcFi1aRADo1atXVLJkSWrSpInM/R07dpRZ7pS1kX327FkyNTWV69QsVaoUrV69moiIatSoQX5+fkrrp2i6ePZG9uLFi6lUqVLC39lHt2fOnEmNGjWS2UdcXBwBoAcPHih9bk3gwGdZrF+/HosXL0Z0dDSAzPQ7w4cPR58+fVSWnTNnDgYPHgx7e3ukp6fD1dUVaWlp8PPzw6RJk0SVl6ZLmD17Nrp3746BAwfCxcVFVFCdjx8/yqS2kWrUqJFcLk9V8hJ8IzU1Ff3798fkyZOxdu1a0c918+ZNuLu7Q0tLC7dv3xaCckkDpVlZWcHKygq3b98WyuQU6KhRo0ZYsmQJ1qxZIzw2MTERU6dOFRUo4fTp0/jrr7/g5eUFLS0tlCxZEg0bNoSpqSnmzp2LZs2a5Vi+Tp06OHnyJDw8PNC+fXsMGzYMp0+fxsmTJ0WnUouOjkavXr1w4cIFme1EJCq/8++//w6JRILu3bsLgWV0dXUxcODAHAMsqZuKLGuQLVXpXVRRN6gPoH7e96y5qa2trVXmWFckNTVVLsc1AFSuXFlh0J/slixZkuvnzCqvKcA+ffokBDtTleZFVVA0d3d3PHr0SGmaMVV0dXWxb98+TJ48OU/lgcyUWWvWrMGpU6dQvnx5uSBPivLpKhIeHi4EHXN1dVWaJkiRrEHAGjRogPv37+PatWtwdnZG+fLlVZbXRJpGTbh48SJOnz4NKysraGlpQUtLC7Vq1cLcuXMxdOhQuRRLmvLt2zd8+vQJVlZWCAwMxPz582FiYiKqbNmyZTFhwgTUrVsXRITdu3cr/d6KSYWk7jFaU9S5Zpk4cSL+97//YcuWLXK5qsUwMzMTHbhQkaFDhyoMzJiUlITmzZvn6nxkZGQk6jckZWFhAYlEAolEgtKlS8tcU6SnpyMxMVEmfWZONHHdMmnSJIwcORJbtmxB0aJFAQAvX77EmDFjlB73atSogdatW6Ny5cogIgwdOlRpKkFF57qdO3eiU6dOol5jXFwcYmNjRZ972b8P/ZN+ThXp9VzWv5Vdp0RGRiIxMVEucNqXL1+E38qNGzdyTK8rRqdOnTB69GhcunQJ1atXx7Zt21CpUiWULVtWqMeZM2cUBj6OiYlB6dKl1Xr+nHAj+x/qRrbW09PD2rVrMWXKFNy6dQuJiYnw9PQUndNX3Qv6li1b4sCBAxgzZozM9r/++gvNmzcXtY9Pnz5h8ODB2LFjhxBBVltbGx07dsQff/wh5KJWJK8Xwp6enoiPj4e1tTWePn2Kq1ev5iqSYXYLFy5E48aN4erqiq9fv6JLly6Ijo6GlZUVduzYobJ8UlKS0KlgYWGBN2/eoHTp0vDw8MD169dVll+xYgW+fv0KIPMiRldXFxcuXEC7du1EdbYA6kf21tPTw9KlSzF37lzhQFaqVCmVEVTVzbW9ePFimb8tLCxw9+5d3L17V9hmbm6ODRs2qHwv9PX1FeboTExMhJ6enqj6qJv3XRO6deuGlStXyjXi1qxZAz8/P5Xle/Toodbzr1+/Ht26dUPlypWFhmVaWhrq16+P9evXA8jMG5s9t6+FhYXwuzQ3N1f4HRTboJg1axZGjx6NmTNnKox8KyZyeevWrXHw4MFcRavO2oF38+ZNVKxYEQBkLnwBcTltnz17hs6dO+P8+fMwNzcHkNmxWbNmTezcuRPFixcXXS+pkiVLymUQyMmKFSvQsmVLODg4wN7eHkDmxa+7uzu2bt2a6+fPq/T0dKFxa2VlhRcvXqBMmTIoWbKk0Dn7PajTqFi1ahVGjhyJoKAgSCQSTJo0SeHnLu2cVEUT2RfUpe41y4oVK/Dw4UMUK1YMJUuWlPtdqjrfTZs2DdOnT8eGDRtynSceAIKCgmBhYYHp06cL2xITE9G0aVPR+0hKSsK8efOUZg149OiRwnJLliwBEaFXr16YPn26zLWNnp4eHBwc5BoTyqjbOQ0AK1euxMOHD1GiRAmUKFECABAbGwt9fX28efMGq1evFh4r/Vy2bt2KxYsXIyYmBhKJBAkJCcK1h9jnnD59Ovz9/dGiRQuUK1dO5v6EhAScP38eW7duxcmTJ4XzBfu5ODs7QyKR4N69ewpztd+7dw8WFhYoUqRIrvedmJgIW1tbhISEyN0nPY/m5diRXdGiRVGvXj1s374d1atXx/bt22WyTCQmJqJFixaYP3++XFlbW1u1nz8n3Mj+x8qVK7F27Vp07txZ2NayZUuUL18eQ4YMUXjCGjlyZI77vHTpkvB/VSMlGzZsQN26dfM82qNq5DBrj7GydGB9+/ZFREQEgoKCZE7aw4YNQ//+/bFz584c65CXC2Fzc3M8fvwY1tbWePLkicr0MKoUL14ckZGR2LlzJ27evInExET07t0bfn5+on7MZcqUwYMHD+Dg4IAKFSpg9erVcHBwwKpVq0T9GLOOCGhpaWH8+PG5fg03btzAtWvXhF64vDI0NFQrhcbHjx+xfv16mXRBvXr1UtrZom5Kl6yaN2+Ofv36Yf369UIassuXL2PAgAEqU8tIHThwQG5bRkYGBg4cqDStl6enp+gLZjGdLkBmQ/fEiROoXr06gMzXERsbi+7du8scQ1QdI75+/SqXEi6nBiqpkQLs9OnTwndZ3YtI6QySli1byry3uRn1c3FxwYwZM3D+/HmFDXVFxzRNduD16dMHqampuHfvnvDePXjwAP7+/ujTp4+oTtGhQ4fC2dlZrq7Sxo6qWQvfK01jbrm7uyMyMhKOjo6oVq0aFixYAD09PaxZs0atkU1V1GlU1KxZUzgfa2lp4d69e3LHcyJCbGysqP1p6hitjrxcs2TVunVrtZ6/Q4cO2LFjB6ytreHg4CA3O0TV8fHEiROoXbs2LCwsMHz4cHz+/BmNGzeGjo4Ojh49KqoOffr0QWhoKLp165arzg5p56WjoyNq1qwpV/f8lpfPwsbGRpiZ5ujoiC1btuTq+BYaGopDhw5h+fLlmDBhAoyMjGBjYwMDAwN8+PABL1++hJWVFXr27Inbt2/DxsYm13VUpCA6pJhylpaWaNiwIf7880+MGDFC5jr55cuX2LZtG7p37y58blnbNdK/s3fQSFWqVAkvX76Ejo6OXApPqfLlyyM4OBj+/v4K79fT0xN1jeDn54exY8eic+fOePTokcwsjUqVKmHfvn1wcHCAjk7+NnslJHaOwE/O3NwcV69elRt5joqKQtWqVfHx40e5MtkvTq9fv460tDThIiwqKgra2tqoXLkyTp8+nePzu7i44NGjR7Czs4OPjw98fHzg6+sLZ2dnUfUX2ziXSCRKe3eNjIxw/PhxuVyhZ8+eRZMmTZCUlJTjvmfNmoWFCxeifv36oi+E+/Xrh82bN8PW1haxsbEoXry40py9yuqtSVu3bkVaWhp69uyJa9euoUmTJnj//j309PSwadMmdOzYUeU+YmJisHHjRsTExGDp0qWwtrbG0aNHUaJECbi5uaksX6VKFSxevFh0zlYgMyf0pk2bYGpqijZt2uR4IjM2NoabmxsGDBigtMGsKNf21atX8eXLF9G5ttXx8eNH9OjRA3///bfMCGzLli2xadOmHGdVqPLgwQP4+voiPj5e7r6soypfv37Fn3/+CVdXV5mOqzt37mDQoEGYO3euyufKKYd1VhKJROExIikpCePGjcPu3bvx7t07uftzOvlkZGTAwMAAd+7cET2j5nsIDQ3N8X4xMyhyOr4pO6ZZWlriyJEjqFatGrS0tPDq1as89cYDmb3tFy5ckMtJfe3aNdSuXRvJyckq92FnZ4dDhw7JTTG/fv06WrZsiWfPnuWpbvnt+PHjSEpKQtu2bfHw4UM0b94cUVFRsLS0xK5du/JlloijoyPCw8Pz1GmipaWF58+fyzWy3717B2tra1EXdHk5RmtaXq5ZNKlDhw44c+YMfv31V9jY2Midc6ZOnapyHzdv3kTdunUxdepU7NixA/r6+ggKChKdZ9fc3BxBQUF5nsasqlNFOqr8s/Dw8MCRI0eEmTBSb9++xblz5/D06VN8+fIFVlZW8PT0hKenJ7S0tJTu79ChQ2jatGmuOilMTEwQGRn5XTvkWO5ER0ejZs2aKFeuHGbNmgVHR0fcuXMHY8aMQUpKirB0z8HBAR8+fMDEiRPRunVrnDx5EsOGDUNQUBAaN24MQDavNRGhTp06+Pz5MxYsWIDSpUvjxYsXCAoKQps2beDl5YWQkBDUr18fkyZNQqdOnZCWloYjR44Iy1wbNWqEQoUK4c8//4S+vj6srKywadMmDB8+XOYY9/nzZ9jY2KB06dKwsrLCqVOnhPtevHiBihUrwsfHB2PHjkXhwoXx8OFD7Ny5E+vWrVPa5tAEHsn+R16mdWYd4Vm0aBFMTEwQGBgICwsLAJnTVf39/VG7dm2Vzx8dHY3nz58jJCQEYWFh+P3339G/f3/Y2trC19dX5XRATYwiWlpaKmy8mJmZCa8pJ+vXr4e5uTmuXbuGa9euydwnkUgUNrLXrFkjXKwNHToUffv2Fb3OTpno6GicOXNG4fSxKVOm5Fi2a9euwv8rV66Mp0+f4v79+yhRogSsrKxUPndoaCiaNm0Kb29vhIWFYfbs2bC2tkZkZCTWr1+PvXv3KiyXdd3r/PnzMXbsWMyZMwceHh5yJzBlo5fSixzpNBxlUlJSsGrVKpw/fx6HDh1S+JgRI0agZcuWWLt2rdDzl5aWhj59+mD48OEICwvL8TnS09OxadMmpdP4VHU6mZub46+//kJ0dLTMqJ3YTqecxMTEKF0PnfXCsE+fPhg6dChmzpwp95i4uDhRz6XuKPDYsWNx5swZrFy5Et26dcMff/yB58+fY/Xq1TmurwcyGxMuLi549+5drhvZN2/eFP1YVWshHR0dYW9vL3cRTkSi38e8HN/atWsHHx8fYYTLy8srzx149vb2SE1Nlduenp4urI9W5d27dwqPr6ampnj79q3K8uqOhGuK9GIKyJxqeP/+fbx//15Y55ofHj9+jODgYIXHF4lEonJqq6LvQWJiIgwMDJSW0cQxWpPUXYoildc4A0FBQQo75XOjfPnyOHz4MBo2bIhq1arh8OHDuZo+amFhkaf15FIODg45fmfza219fnny5InC45iVlVWeRtPbtGmDly9fokiRItDW1hZmDuVE0TIwVrBcXFwQHh6OqVOnokOHDnj//j2KFi2K1q1bY+rUqTK/sVGjRiE8PBzTp0+HqakpFi1aJHNOyEoikeDIkSOYOHEi/P398ebNGxQtWhR16tQRZkb4+vpiz549mDlzJubNmwdTU1PUqVNH2MeMGTPQv39/lCpVCikpKUrXjpuYmKBFixbYvXu33HKhYsWK4fz58xg3bhwaNWqElJQUlCxZEk2aNMmxE0kT/tMj2VmnaqalpWHTpk0oUaKEwmmdy5cvz3FfdnZ2OHHihNxI5e3bt9GoUSO8ePFCdL2Sk5Nx9uxZ7NixA9u2bQMRiQqSlFV6ejpu3bqFkiVLimogA5kn5z179sgF3+jRowfatm2L/v3756oOueXv749ly5ap1cheu3YtBg4cCCsrKxQtWlTmBCqRSFROYZsxYwZGjx4tt375y5cv+O2331Q20mvUqIH27dtj5MiRMj22V65cQdu2bZWOVmlpaclNpZXWOes2ZdNrs57gnJycVE6NvXv3LqpUqaJ0dkKhQoUQEREhNx3y7t278PLyUjlyFxAQgE2bNqFZs2YKp/FlX7/9PWRfzkFEiI+PR1BQEHr06IEVK1bkWN7MzAzh4eFyDdTo6Gh4eXkhISFB43XOrkSJEti8eTN8fX1hamqK69evw9nZGVu2bMGOHTtw5MiRHMv//fffWLBgAVauXAl3d3fRzyv9Pqo6PYiZ7q3s4is3I4d5/V0eO3ZM6MCbMWOG0mPLsGHDcnz+v/76C3PmzMEff/whxM8IDw/HkCFDMG7cOFEXqO7u7hgwYAACAgJkti9fvhwrV66UiV2gyM8yEq4JM2bMwPTp0+Hl5aXw+KJoqYj0eLB06VL07dtX5ruUnp6Oy5cvQ1tbG+fPn1f4nOoeozVBk9cs6sYZKFu2LHbv3p2rgGPKluM8ffoU1tbWMg1sMctxtm7dir/++guBgYEqY44oEhkZKfN3amoqIiIisGjRIsyePRtt27bN9T7Fyk2n1Pv37zXynKpGkbN2uJQrV05h0M6sihYtirVr16JFixZqzxZiPwdbW1vMnDlTVPDF/4L/9Eh29iio0ouX7BEi79y5o3Jfnz59wps3b+S2v3nzRlTP3YkTJxASEoKQkBBERESgXLly8PHxwd69e2V6dZQZPnw4PDw80Lt3b6Snp6NOnTq4ePEiDA0NcfjwYfj6+iosl/2kFx0drTT4xvduZG/cuFHtfcyaNQuzZ8/OdUR1qenTp2PAgAFyJ+zk5GRMnz5dZSP71q1b2L59u9x2a2vrHEer1B3xzO3a9jJlyshFxs3K1NQUsbGxco3suLg4UZ0gO3fuxO7du0VFdJcaOXIkZs6cCSMjI5XxDsREg87++9bS0kKRIkWwcOFClZHHgcyOhvPnz8s1ss+fP5/jiJcmp+6/f/9euCAyNTUVLrZq1aolE9hDme7duyM5ORkVKlSAnp6e3CiRsos3Ta6vlzY8slM1cphVXn+X0owL165dw7Bhw3LVgZf9IjgpKQnVqlWTmdmho6ODXr16iWpkjxw5EgEBAXjz5o0wpTo4OBgLFy4UNQqt7ki4pnz9+hXLly9XOltIbKwCdaxcuRKbNm1Ct27dRJeRHg+ICLdu3ZIJoKinp4cKFSpg9OjRSstrIsCVujR5zaJunIGFCxdi7NixWLVqldL1ltmpuw5cUR1iYmJgY2OTp3XhFSpUkNvm5eWFYsWK4bfffvuujez8mnkiRl47XAYMGIBWrVoJkdqlgzOK/GyzApis5ORknD9/Hq9evRK1LPK/4j/dyNbkSbNNmzbw9/fHwoULZQI1jRkzRtSBukmTJihSpAhGjRqFI0eOqJzym93evXuFqc5///03njx5gvv372PLli2YOHGi0t55TZ701J0irAkfPnxA+/bt81xeWYMgMjJS1LQ0c3NzxMfHy60hjYiIgJ2dndJy2delZg865urqit69eytdi5zbqbHa2toKLzCkOnbsiN69e+P3339HzZo1AWQ2LseMGSMTaEcZPT29XE/t3rRpE/73v//ByMgoxzRAYnv/1f19Dx8+HAMHDsT169dlftMbNmxQGUVfU1P3nZyc8PjxY5QoUUIYOapatSr+/vtvUceIvF7I5SbqtTLSjhKJRILJkycrHDmURvxWRd3fZV468DR9EdyrVy+kpKRg9uzZwhIEBwcHrFy5UlREa2dnZxw7dkxuJPzo0aP5ur6xd+/eOHHiBH799VdUrVq1QAIZffv2TTguiSU9Hvj7+2Pp0qW5ntKt7jFaEzR5zRIaGooLFy7IBEEsU6YMli9fLmqJW9euXZGcnCxkrsjewFXUgSdmnXZuaLrRLlWmTBlcvXr1u+xbSt3MEZqU1w6XadOmoVOnTnj48CFatmyJjRs35vralf0c1qxZg5kzZ2L48OGiI/P/F/ynp4trUnJyMkaPHo0NGzYIa150dHTQu3dv/PbbbyoDeSxZsgRhYWEICwuDvr6+EPjM19dXVA43AwMDPHz4EMWLF0e/fv1gaGiIJUuW4PHjx6hQoYLKXLea8CNMEe7duzeqVKkiOsellHTUKiEhAaampkrzZv7xxx857mf06NG4fPky9uzZg9KlS+P69et49eoVunfvju7du4u6yAgPD0eTJk1gYGCQq6BjmpoaC2RexI4ZMwarVq1SmGtbX18/x/ILFy7Eo0ePsGLFCtEX4VpaWnj58qXoKe/5Yffu3Vi6dKnMFLphw4ahQ4cOSstocur+4sWLoa2tjaFDh+LUqVNo0aIFiAipqalYtGiRqM9SXZs3b87xfmUNRGnQt9DQUNSoUUNu5NDBwQGjR4/Ocb24pn6XBS0tLQ3bt29H48aNYWNjgzdv3qBQoUIK83Yqs2HDBgQEBGDMmDEKR8LVzTUqlpmZGY4cOVKgOXPHjRsHY2NjtXKnqyOvx+gfSenSpbF161ah/lJXrlxBly5d8PDhwxzLBwYG5ni/2Ebkt2/fFHbK50fQsezXRdIlRdOmTcP9+/dx48aN716H7HKbRSI3lE0X10Rgx+nTp2PMmDF5mrbP2M+KG9kalpSUJJObWGyUzKxu3bqF0NBQnD59GocPH4a1tbXK9XYlS5bE2rVrUb9+fTg6OmLlypVo1qwZ7ty5g1q1asnlDFZEWYPg48ePqFSpksrgQFZWVti8eXOupghr2ty5c7Fo0SI0a9ZMYUAaZenLAgMDhbyZS5YsyXPezG/fvmHw4MHYtGkT0tPToaOjg/T0dHTp0gWbNm0SFcWwdu3acHZ2Vhh07NGjRyqDjmlibbtUcnKy6Fzb2WdsSNNAubm5yX0O+/fvlyuviWjQmkzB1adPH3Tt2lXpUgtlcvs60tPTcfv27RxnFkg9ffoU165dg7Ozc67WQgJ5v3jLHtMhNTUVycnJ0NPTg6Ghocr1gnkdOQQ097vUhPT0dBw4cEBm5LJVq1aiU4IYGhri3r17as0SWLlyJWbPni3E+HBwcMC0adNEjYRriqurK3bu3Jnr75+6si4hycjIQGBgIMqXL4/y5cvLHV/ELCdRh7rH6B+BJuIMqCMqKgq9e/eWW7aUm3XtV69eRUZGBqpVqyazXbq+XtWa4uzr7KXPb29vj507d+bbsUWdLBK5oayRrW6HCwDUq1cP+/fvlxvJ/vTpE1q3bp0vMxkZ+9FwI/sHQkSIiIhASEgIzpw5g3PnzuHz58/w8PDIcfoskDltZ8mSJbC1tUVycjKioqKgr6+PDRs2YO3atbh48aLK5886kpjVq1evYG9vL3eBnl2xYsUQEhIiauT9e8lLqp+sQkND4e3trXYuvdjYWNy+fRuJiYnw9PTMVXRndYOOFRRleQ4VUTR9VxPp3DSZgqtVq1Y4fvw4ihQpgs6dO8PPz09UQ/hHSkv3vS7eoqOjMXDgQIwZM0ZpZFFlPn36hNOnT6Ns2bKi8wxr6neZV3fu3EHLli3x8uVLmRSNRYoUwd9//y0qqJyvry+GDx+ep8aLJkbCNeXo0aNYtmwZVq1apZFlBWKpmw5Pk/6tx2hFcQaksQWA/48zYGRkpLDzLDcz4lR1qkl/z+PHj1c4803MsbZq1aoYO3Ysfv31V5nt+/fvx/z583H58uUcy4eEhMg8rzRuh7Ozc74eawYPHowzZ85g5syZCrNI5CZafE62b9+OVq1ayQ3+aKLDRVmAy9evX8POzk5hVHP2YyIi9O/fH3v37sWHDx8QEREhemmXJj158gSOjo4F9vyawI3sAnTz5k24u7tDS0sLLVq0wPnz5/Hp0ydUqFABvr6+8PHxQZ06dUSvcdm7dy/i4uLQvn17IVBFYGAgzM3N0apVK6XlpGtBW7dujcDAQJnRovT0dAQHB+PkyZN48OBBjs+flynCPyJ181xLKYo+K4aNjQ22bNmCRo0ayWw/fvw4unfvjlevXuVqf2JpOtd2XmhyynufPn2ESJdZSVNwZU/zoMiHDx+wZ88ebN++HWfPnkXZsmXh5+eHLl265BjsR5Ov4+rVq0qDTKkasfueF2/h4eHo2rWrkGJNmQ4dOqBOnToICAjAly9fUKFCBTx58gREhJ07d6Jdu3Yqn+v69evQ1dWFh4cHgMyLwo0bN8LV1RXTpk2TmYr+PdSoUQNFihSRS9HYs2dPvHnzJscgglK7d+/GhAkTMGLECFSuXFnuQlfVyLAmRsI14c2bN+jQoQPCwsJEr8X92RTUMVpdqqZ4Z6VoureikV9lVHXgGRkZ4dq1a6I72hQxNjbGzZs35UZmHz9+jPLly/9r0kXlJYvEsmXLRO9f2Qw+KQsLCyQnJyvtcMkq++9bmu6xYsWKwuw1qfT0dBw7dgyrV6/GkydPRNeXFayjR4+iVatWCAkJgZOTE6ysrL57p1PPnj3x8eNHHDx4UNiWnp6ON2/e5Mvzfy//zlr/JDw9PYWev0uXLmHZsmVo0aJFnhst2XtzAdXroiIjI2V6KbM/XldXFw4ODli4cKHC8oqmCB89elT0FOHvKS+N3Lzmuc5q/fr1WLx4MaKjowFk5iAcPny46JQG6gYdU4cmc20DmRfk0s6ZMmXKqJz+rU406Oz27NmD8PBwue1du3aFl5eXqEa2hYUF+vXrh379+uHZs2fYsWMHNmzYgClTpuSYVk9Tr2POnDmYNGkSypQpAxsbG7mUdKr8/fffwsWbv7+/MM21ZMmS2LZtm1qNbB0dHVGpCcPCwjBx4kQAmamViAgfP35EYGAgZs2aJaqR3b9/f4wfPx4eHh549OgROnbsiLZt22LPnj1ITk7+7pF6b9y4gfDwcJmp8xYWFpg9ezaqVKkiah+dOnUCIHvBK02TJmZ6bNWqVREREVHgjezOnTvj+fPnmDNnjtx38r+iII/R6lA32FbWwGtPnjzB+PHj0bNnT2Gm0MWLFxEYGKhylhCQuexA3aj4+vr6ePXqlVwjOz4+XtRF+dy5c2FjYyOXbWLDhg148+ZNnrOU5FZeskiIjXEjkUhUNrLVOX5WrFhRiC4ujRWRVaFChVSmk2M/lpiYGNja2uY6uKSmaWtr5xix/l+BWIEpXLgwXbp0iYiIJBIJvX79Os/7mj59eo43ZbS0tOjVq1dEROTg4EBv3rzJ1fP27NlT9C2/rFu3jtzc3EhPT4/09PTIzc2N1q5dK6ps9erVaeHChUREZGxsTDExMUREdPnyZbKzs1NZfvLkyWRkZETjx4+nv/76i/766y8aP348GRsb0+TJk0XVISUlhYYOHUp6enqkpaVFWlpapK+vT8OHD6evX7+K2kdeZP0uODo60tu3b3N8/J07d8jQ0FDhfYmJieTv70/a2tokkUhIIpGQjo4O9erVi5KSkjRed0VsbGxo48aNcts3btxI1tbWudrXt2/f6MCBA9SuXTsyMDCgYsWKaaiWObO2tlb4GsQyMjKip0+fEhGRnZ0dXb58mYiIHj16REZGRqL2If0eS28HDx6klStXkpubGzVp0kRleQMDA4qNjSUiom7dutG4ceOIiOjp06ei62BqakoPHz4kIqJ58+ZRo0aNiIjo3LlzVLx4cVH7UEf58uUpODhYbntwcDC5u7uL2seTJ09yvKmya9cucnJyouXLl9OFCxcoMjJS5pZfChUqRDdu3Mi35/sRFdQxWpOuXbtGN2/eFP4+ePAgtWrViiZMmEApKSkqy9erV4+2b98ut33btm3k4+OjsExCQoJwCw4Opho1atCZM2fo7du3MvclJCSIeg2dOnUiHx8f+vjxo7Dtw4cP5OPjQ+3bt1dZvmTJknT+/Hm57ZcuXSIHBwdRddAEDw8PCgkJISKi+vXr06hRo4iIaOnSpaKuOwrSkydP6PHjxySRSOjq1asyx7QXL15QWlpaQVeR5UKPHj0IgHArWbIklSxZkhYvXizzuAoVKtDUqVOFvwHQ2rVrqXXr1lSoUCFydnamv/76S6bM7du3qVmzZmRiYkLGxsZUq1YtevjwIU2dOlXmOQHQmTNn6PHjxwSAIiIihH2EhIRQlSpVSE9Pj4oWLUrjxo2j1NRU4X4fHx8aMmQIjRkzhiwsLMjGxkamnvmNG9kFqG/fvqSvr08ODg6kpaVFJUqUIEdHR4U3VSpWrChzc3NzI0NDQzI1NSVPT0+l5bI29LW0tNRq6P8I1G3kGhkZ0aNHj4hItpH9+PFj0tfXV1neyspK4YXH9u3bydLSMlevJSkpiW7evEk3b97Ml4Zpbjt90tLSlF5s9+vXj5ycnOjIkSPCRVNQUBCVKlWKBgwYoPG6KzJ37lwyMDCgIUOG0JYtW2jLli0UEBBAhoaGNHfuXFH7OH36NPXp04csLCzIzMyM/P396dSpU5SRkfGda5+paNGiFBUVlefymrh4k3aSSG9aWlpkY2NDnTt3phcvXqgs7+LiQrt27aLExEQqUqSI0Fi9ceOG6N+EiYmJ8D40aNCAlixZQkSZDXUDAwNR+1BHUFAQubm50Z49eyguLo7i4uJoz5495OHhQUFBQaIaB6GhoTIXA1KpqakUGhqqsg7ZPwfpZyH9N794enrSxYsX8+35fmT5fYzWJC8vL9q7dy8REcXExJC+vj517tyZnJ2dadiwYSrLFypUSOGx6cGDB1SoUCGFZaTfVekt+9+5/T4/e/aMnJycyMzMjHx9fcnX15fMzc2pTJkyQsdeTvT19YXzfVbS9yO/LFq0iJYuXUpERCdPniQDAwPS19cnLS0t4VgnRkpKCt2/f1/hcUaMV69e0a1bt75rB94vv/wi6rzBCsbHjx9pxowZVLx4cYqPFchQlgAALYpJREFUj6fXr1+LbmQXL16ctm/fTtHR0TR06FAyNjamd+/eEVHmb7Vw4cLUtm1bunr1Kj148IA2bNhA9+/fp8+fP1OHDh2oSZMmFB8fT/Hx8ZSSkiLXyH727BkZGhrSoEGD6N69e3TgwAGysrKSqYePjw+ZmprStGnTKCoqigIDA0kikdCJEye+8zunGDeyC9jRo0dp+fLlJJFIaObMmbRkyRKFt7xISEigNm3a0ObNm5U+pm/fvqSnp6eRhn7dunXpw4cPCutRt27dPL2G3FK3kWtnZyf0bGdtZO/fv5+cnJxUljczM1N64WFmZqayfEHSZKePpaUlnTlzRm776dOnycrK6jvUXrFdu3ZRzZo1ycLCgiwsLKhmzZq0a9cuUWWLFStGBgYG1Lp1a9qzZ0+BjFDNnz9f1AWvMpq6eFPHH3/8QTo6OmRubk4VKlSg9PR0IiJatmwZ+fr6itpH3bp1qXv37rR582bS1dWl6OhoIsrs1S5ZsuT3qroge8NW2hjI/ndOjYOsM0Wyevv2rahGhboj4Zpy/PhxqlmzplojkKzgqTs7pHTp0jRmzBi57WPGjKHSpUsrLBMSEiLcNm3aRMHBwTLbQkJC6PTp07Rp0ybRryMxMZFWr15NgwYNolGjRlFgYCB9+/ZNVFlnZ2fasmWL3PbNmzeLOs9pwrdv36hevXoy1w1Pnjyhffv2iW7gJiUlUa9evUhbW5u0tbWF65aAgABRHcrh4eHk5uYmc1zLenzTpKzXVezHtHjxYpnzqthG9qRJk4S/ExMTCQAdPXqUiIgmTJhAjo6OSn+bPXr0oFatWslsy97I/t///kdlypSRGeT4448/yNjYWLiu8PHxoVq1asnsp0qVKsIMuvzGa7ILmCbXoGZnamqK6dOno0WLFujWrZvCx6xZswZt27YVgjT17ds3z3UICQlRGIH869evOHv2bJ72mVupqakK03ZUrlw5xzW0Up06dcK4ceOwZ88eSCQSZGRk4Pz58xg9erSoNDndunXDypUr5QJSrVmzRmMRQr8XTX4XkpOTYWNjI7fd2to6XyPvdujQIcec1jmZNm0a2rdvLzrw4PcwevRoNGvWDKVKlYKrq2uu4xyMGDFC+H+DBg1w//79PKcAy6tBgwahatWqiIuLQ8OGDaGlpQUgM2XgrFmzRO1jyZIl8PPzw8GDBzFx4kQ4OzsDyAz2mB/rxrKuRc0r+mftdXbv3r0Tlerx6dOnqFmzptxa07S0NFy4cCHf1mpLz1n169eX2U65SL3ECh4RCYEUT506hebNmwMA7O3tRa2VXrx4Mdq1a4ejR48KKbSuXLmC6Oho7Nu3T2EZHx8f4f/16tVTGI363bt3aNCggej140ZGRujXr5+ox2bXt29fDB8+HKmpqTK558eOHYtRo0blaZ+5paurKwQPkypZsmSufs8TJkxAZGQkQkJChN8nkHnMnzZtGsaPH59j+V69eqF06dJYv379fzbOAlNf1msKIyMjmJqa4vXr1wAy45rUrl1b7homN+7du4caNWrIfD+9vb2RmJiIZ8+eoUSJEnL1AABbW1uhHvmNG9k/CEUpjTQhISEBCQkJOT5G3YZ+1hPE3bt38fLlS+FvaXRJOzu7XO0zr9Rt5M6ZMweDBw+Gvb090tPT4erqKuS5njRpkqg6rF+/HidOnED16tUBZObsjI2NRffu3WVyvX7vXK55oalOnxo1amDq1KnYvHkzDAwMAABfvnzB9OnT8y33aF7zXEv17dtXsxXKg6FDh+LMmTOoW7cuLC0t1b74ye3Fm9SzZ89w6NAhxMbGynWkqfoenzt3DrVq1ZLr/GrWrJno5y9fvjxu3bolt/23336TSY+2Y8cOtGzZUlSjNTeyNg5ySxocUiKRoGfPntDX1xfuS09Px82bN0V1FNStW1dhoyQhIQF169bNl8atNA3PqlWrhFRm7N/Jy8sLs2bNQoMGDRAaGoqVK1cCyIzMraiDNDt3d3c8ePAAq1atEjIMtGjRAgMGDBCCjuZEWadTYmKicM5QpUSJEkImlrp168oFQFMka1aXsWPH4t27dxg0aJBwXDMwMMC4ceMwYcIEUXXQhK5du2L9+vWYN29ensofPHgQu3btQvXq1WXeUzc3N8TExKgs/+jRI+zbt0/ovGQsKy0tLbnftKKUbNkb0NKBKiAzAF5+yake+Y0b2T+J7OkciAjx8fHYsmULmjZtKmofeW3o/2jRJdVp5Orp6WHt2rWYPHmy6DzXWU/at2/fRqVKlQBAOLlZWVnBysoKt2/fFsr86D3F6nb6LF26FI0bN0bx4sWFfKeRkZEwMDDA8ePHNVFFld68eYMmTZqgSJEi6NSpE/z8/P51uRYDAwOxb9++XDVIs1MnBRiQObLTsmVLODk54f79+3B3dxdScEm/6zmpV68e7Ozs0KVLF3Tp0iVXafBUyX4x3r9/f1SrVk3UxXZunT17FqtXr8ajR4+wZ88e2NnZYcuWLXB0dEStWrWUlpNmiyAimJiYyFxs6OnpoXr16qI6dNQdCdcEXV1dWFpaom7dujkeE9mPb/HixWrNDnF0dER8fDzmzJkjs/3du3ewtrZW2ukjPQdLJBJMnjwZhoaGwn3p6em4fPmy6OP0nDlzEBYWhvnz56Nv376ws7ODj48PfHx84Ovrq/A7mjWri5OTE65evYrJkyfj3r17KFSoEFxcXGQ6wvJDWloaNmzYgFOnTilM76fqOP3mzRu5zjcgMw+6mGuN+vXrIzIykhvZTKEiRYogPj5e+PvTp094/PhxrvZRvnx5BAYGIjU1VeFotp6ensqO4nLlymHfvn0y58Lz58/DxMRESFv8o+FG9k8iezoHLS0tFClSBD169PjuPbKPHz8GEcHJyQlXrlyRSdOkp6cHa2trmdEmTfsejdwSJUrA3t5e1GOznrSfPn2Kq1evwtLSUp2X9K/n7u6O6OhobNu2TRjl6Ny5M/z8/PKtR/Ovv/6SyXO9aNEi0XmufxSFCxdGqVKl8lxe3RRgQOZUxNGjR2P69OkwMTHBvn37YG1tDT8/P5mpicq8ePECO3fuxI4dOzB37lyUL18efn5+6Ny5s8ZPjGJG0PJi37596NatG/z8/HD9+nWkpKQAyBxFnjNnjsI8tlLSDisHBweMHj061w1iTY2Ea4q6o27sx1ChQgWZc6JU9tkhyuR1JDoiIkIof+vWLZkc93p6eqhQoQJGjx4t5iWga9eu6Nq1K4DMtF2hoaE4fPgwBg0ahIyMDIUX7ebm5nj8+DGsra3x5MkTZGRkwNjYWHQqvu8h63VLVFSUzH1ijtNeXl4ICgrCkCFDZMqsW7dO1MyxdevWoUePHrh9+zbc3d3lGkEtW7YU9TrYz6levXrYtGkTWrRoAXNzc0yZMiXX1/QBAQFYvnw5OnXqhAkTJsDMzAyXLl1C1apVUaZMGTg4OOD48eN48OABLC0tFaYyHjRoEJYsWYIhQ4YgICAADx48wNSpUzFy5EhhGdqPhhvZ/2JZG5e57VXSJOn004KajqHpRm5u81wrOmkzwNDQsMCnXOc1z/WPYtq0aZg6dSo2btwoM+Ij1tKlS7Fhwwb07Nkzz3W4d+8eduzYASAzN/aXL19gbGyMGTNmoFWrVkrzuEpZWVkhICAAAQEBePz4MbZv347AwEBMmDABderUwenTp/Nct/wya9YsrFq1Ct27d8fOnTuF7d7e3qLXlY8dO1amE+Dp06c4cOAAXF1d0ahRI6XlNDUSrinqjrqxH4Oy5TSqpmqrOxItjW/g7++PpUuXwtTUNG8v4B/Jyck4d+4cQkJCcObMGURERMDd3V3pMqF27drBx8cHtra2kEgk8PLyUtpgePTokVp1E0vdmA9z5sxB06ZNcffuXaSlpWHp0qW4e/cuLly4gNDQUJXlL168iPPnz+Po0aNy93GcBTZhwgQ8fvwYzZs3h5mZGWbOnJnrNoelpSVOnz6NMWPGwMfHB9ra2qhYsSK8vb0BZC7PCwkJgZeXFxITE3HmzBm5gRA7OzscOXIEY8aMQYUKFVC4cGH07t1b9FLOgiCh79X1z747bW1tuWlPBT2CGh0drXRq6pQpU77Lc1paWuLIkSOoVq0atLS08OrVK5nR9NyYMmUKFi1ahCFDhgg9wBcvXsSKFSswYsQIzJgxQ65Mv379sHnzZtja2iI2NhbFixcv8JN2QZs7dy5sbGzQq1cvme0bNmzAmzdvMG7cuHytT2pqKoKCgrB161YEBQWhcOHCeP78eb7WIS88PT0RExMDIoKDg4PcCMP169dzLG9ra4uwsDC1pvYWLVoUZ86cQbly5eDq6op58+ahZcuWiIyMFIKO5EZ6ejqOHj2KyZMn4+bNmxq9gDMxMUFkZKTGp4sbGhri7t27cHBwkHmOR48ewdXVFV+/flW5j0aNGqFt27YYMGAAPn78iDJlykBPTw9v377FokWLVHZWTJ8+PU8j4ZpWt25dpfdJJJJ/RacJA1q1aoXjx48Ly2m6du0qLO3JifTzDw0NRY0aNeRGoqUzNvJjOUHNmjURERGBcuXKCWuz69SpAwsLixzLHTt2TAjwOWPGDKWxR4YNG/Y9qv1dxMTEYN68eYiMjERiYiIqVaqEcePGwcPDQ2VZBwcHNG/eHJMnTxa1Hj+71NRU9O/fH5MnT4ajo2OOj507dy4GDhxYoAFFGcsv3Mj+F9Nk41IT1q5di4EDB8LKygpFixaVm5qqqkGQV5ps5BYpUgTLli1D586dZbbv2LEDQ4YMURp19Wc8aavDwcEB27dvl5vGevnyZXTq1CnfZl6cOXMG27dvx759+5CRkYG2bdvCz88P9erV++HXxQOZI9k51XPq1Kk5ll+wYAFevHiBJUuW5LkOrVu3RrNmzdC3b1+MHj0af/31F3r27In9+/fDwsICp06dErWf8+fPY9u2bdi7dy++fv2KVq1aiZ5yLtb3amQ7OTlhzZo1aNCggcxzbN68GfPmzcPdu3dV7sPKygqhoaFwc3PDunXrsHz5ckRERGDfvn2YMmUK7t27l2P5L1++gIiEkUOxI+GMKZN1Oc3Zs2dztZxGUyPR6ihcuDC0tLTQqFEj+Pr6wtfXF6VLlxZd3t/fH8uWLdNoVpd/IxMTE9y4cUOtpUlmZma4ceOGykY2Y/8l3Mj+F/vRRlBLliyJQYMG5fsoJaC5Rq65uTmuXr0q1wsfFRWFqlWr4uPHjzmW55N2JgMDA9y7d0/uhJubkb+8yLqEws7ODu/fv0eTJk3g5+eHFi1a5HtAm4KWkZGBZs2aISoqKk8pwIDMzywxMRHly5dHUlISRo0ahQsXLsDFxQWLFi1SGa18woQJ2LlzJ168eIGGDRvCz88PrVq1ytP0d1W+VyN77ty52Lp1KzZs2ICGDRviyJEjePr0KUaMGIHJkycLayFzYmhoiPv376NEiRLo0KED3NzcMHXqVMTFxaFMmTIqU9upOxLOWE6yLqeJjo7+Vyynka7rDgkJQWhoKMLCwqCnpydEGy/o5Ur5KSYmBhs3bsSjR4+wZMkSWFtb4+jRoyhRooTKYJM9evRA7dq1lS6JE6NHjx6oWLGiTNpIxv7reE32v9jgwYPRsmVLPHnyRO28xprw4cMHtG/fvkCeW1Opp9RNAfa9UrH929jb2+P8+fNyjezz58+jWLFi3+15s67PB4C4uDhYWVl9t+f73pQtA/n48SMqVaqksvNMEynAsjZYjYyMsGrVqlyVDwsLw5gxY9ChQ4fv/lmULFlSrTycyowfPx4ZGRmoX78+kpOTUadOHejr62P06NGiGtgA4OzsjIMHD6JNmzY4fvy4cDH6+vVrUaOB169fFwJc7t27F0WLFpUZCedGNsur1NRUhIeH4/Lly3jy5EmepgwXBIlEgvLly6N8+fIYMmQIrl27hhUrVmDbtm3YtWvXf6aRHRoaiqZNm8Lb2xthYWGYNWsWrK2tERkZifXr12Pv3r05li9dujQmTJiAc+fOwcPDQ+4YOnToUJV1cHFxwYwZM3D+/HmFsRrE7IOxnw2PZP+LZV2T7ejoiLCwMCEidkHo3bs3qlSpggEDBhRYHfIia1qv1NRUBAYGokSJEgpTgOVnKrJ/swULFmDBggX47bffhLRuwcHBGDt2LEaNGvXdIt5nXUKhra2Nly9fFugSCnVpaWnh5cuXculZXr16BXt7e7mc1dmZmJhg586daqUAU7eh//XrV9F5b1X59u2bwngPJUqU0Mj+xTz/w4cPkZiYCFdXVxgbG+f4+KwzK/bt24fOnTsjPT0d9evXx4kTJwBkjpKHhYUpDDqUlboj4Yxl929fTnP9+nWEhIQgJCQE586dw+fPn+Hh4SGsz27VqlVBVzFf1KhRA+3bt8fIkSNlZvNcuXIFbdu2xbNnz3Isn9MUb4lEImompCb2wdjPhkey/8WyRrWOjY3V2IVsbmTNz+3s7IzJkyfj0qVLee4NLQgbN26Eu7s7dHR0IJFIULlyZQDyKcDu3LlTkNX84WVtUIwdOxbv3r3DoEGDhIaggYEBxo0b911TymWNHAvgh4gcmxeHDh0S/n/8+HGZdBbp6ekIDg4WtfZN3RRgAPDkyROFwclSUlJEBY+ztrYWLt7r16+fp1Qb0dHR6NWrFy5cuCCzXZpGKL+i3/5fe/ceVnOexwH8fbrRVRddXFKTklsSjZnYNNiEte7TWROlQkwk1IxdwphhPUu5PGI2T6tmHok8D2bGKrlmc9lSYraeoouaFUMxJKT67R89znZ0SjrndOr0fv3ld/v+Pr8fz8/5/L6/7+ero6ODwYMH4+nTpzhz5gwcHR0xaNCgZvdv/GVFeHg4ioqK8PDhQ6kCUxMmTMDMmTPfeW55e8KJmhtOExMT0ymH04waNQouLi7w8PDAokWLMHbsWJlT/6i7W7duISEhocl6CwuLZuvINKaIGimqnOGGqKNiT3YntnjxYsTHx6N3794qG5Pd2iIXHflNZuPewo5Spb0zklXtvlu3bsjLy4Ouri4cHBza5UdcZy9Cl5OTAxcXl2a3a2trw9bWFpGRkZg6dWqLbR04cADJycltmgLsTaI/Y8YMxMfHy0z0U1NTkZ+f32I7x44dQ0JCAk6ePIkePXpALBZj3rx5cHV1bXUsY8aMgZaWFtasWSOZeqex1lRFloe3tzfGjh2LZcuW4cWLFxg+fDiKi4shCAISExMxe/ZsmcfJW5xSkT3hRI2f0X369EFOTk6nHk7z9OlTvmAC0LdvXxw5cgSjR4+W6sk+duwYwsLCJB0Gitb4K8CWiEQiREZGKiUGoo6MSXYn19kTio6go1Vp76w62n3srEXo3h4GkpGR0eYfwm2dAkyRif4bz549w9GjR3Ho0CGcO3cOdnZ2mDdvXqum9tPX18f169cxcODAVp1L0aysrJCSkgJnZ2ckJCRgw4YNyMnJQXx8PGJiYpCdnS3zOHmLU7794iotLU3SE/7mi4B///vfMDIyUtm9oc5D3YbTvKHqYSSqFhYWhmvXriEpKQkDBgxAVlYWHjx4AF9fX/j6+sqchWLVqlX4+uuvoa+v/85k+e0aNW+8PZ1fVlYWamtr4ejoCKChYKympiZGjhzJqf2oS2KSrSY6a0LREXSELwLUQUerdt9ZKfKHcFunAFNkoi9Lbm4ufHx8Wj1P9ocffogdO3bgd7/7ncJieB+6urooKCiAtbU1fH190bt3b2zduhWlpaUYPHhwi3OFy/MitKO9uKLOTd2e0QUFBQgMDFT5MBJVq6mpQXBwMOLi4lBXVwctLS3U1dXhs88+Q1xcnMy/Y1NTUxQUFKBnz55NkuXGRCJRqxLkqKgoXLhwAfHx8ZJ5yh8/fgx/f3+4u7tj9erVbb9Aok6KSTbJpbWfCwHNvw3tCPhFgGLwPsqvI7z0UUaP18uXL/HDDz8gISEBycnJsLS0xNy5c7F161aZ+z99+lTy58zMTKxbtw5btmyRWe9B2Z+MDhgwAN988w3+8Ic/4IMPPkBiYiLGjx+PnJwcTJgwoVXjHtvyIlTdkiJSPXV6Rqt6GElHU1ZWhlu3bqGqqgouLi5NpiJtTNHD5Pr06YPTp083mS7s559/xsSJE3Hv3r02t03UWbHwGcnl7aJhzb2z6eiVShU1BVhXx/sov5iYGMyaNUvyQ1ieqfnaWhl89uzZGDt2rGS6NXkKyKWkpCAhIQHHjx+HlpYW5syZg9OnT2Ps2LEtHmdsbCz13BAEARMmTJDap716rEJDQ+Hj4wMDAwPY2Njgk08+AdAwPZmTk1Or2mjL9H6K/LdABKjXM/rGjRsqHUbSUWzatAlhYWGwtraWmmHmxYsX2LZtm8whOSYmJpLCuSUlJU0+tX9fT58+xcOHD5usf/jwIZ49eyZX20SdFXuySS4sGkakPPIOA5FnCjBF9Xjp6elh6tSp8PHxwZQpU1o9j/XFixdbtR8AeHh4tHrftsrMzERZWRk8PT0lU3edPHkSxsbGGDNmjNLPzyFBRNJUPYyko2g8vKexiooKWFhYyHwJqeivZHx9fXHp0iVERkZi1KhRABqmPw0PD4e7uzvi4+PbcGVEnRuTbJILxwwSdTyKqgwOyJ/cPXv2TK0Swzf/ZXb0r3OI1FFHGkbSUTT32+vcuXMQi8Uye5gBxQ4dqK6uRlhYGP7xj3/g9evXAAAtLS0EBgZi27Zt0NfXf8+rIur8mGSTXDrC+FEi+j9lVAaXR1xcHBYsWNBkfW1tLSIiIvDXv/61Ve08efIEsbGxyMvLAwAMGTIEAQEB7TYvbmxsLHbs2IHbt28DABwcHBAaGoqFCxe2y/mJqCGhfHsYydsvvLpK4TMTExOIRCL89ttvMDIykroPdXV1qKqqwpIlSxAdHd1iO4r8Sub58+eSKcP69+/P5Jq6NCbZJDd1KqRC1NkpuzL4+zIyMoKXlxdiYmIkVWfz8/Px2WefoaKiAiUlJe9sIzMzE15eXtDV1ZV8ipiRkYEXL17g9OnTGDFihDIvAevXr0dUVBSWL18ONzc3AMCVK1ewZ88erFy5Eps2bVLq+YmoQeNhJCUlJbC2tm7yYr++vh6lpaXw8/Nr7/DaVXx8PARBQEBAAHbu3Cn1wlFHRwe2traS5xURtT8m2aQwHDNIpHodbS7cwsJCzJs3D2VlZThw4AAKCgrwxRdfYMaMGdi7d2+reqLd3d1hb2+P/fv3Q0uroV5nbW0tFi5ciKKiIqSlpSn1GszNzbF7927MnTtXav2hQ4ewfPnyVlUXJyLFastYZHV08eJFSaV1Iuo4mGQTEamRjjiEo76+HqGhoYiOjoampibi4+ObJKwt0dXVRXZ2dpMqwrm5uXB1dUV1dbWiQ5ZibGyMjIyMJlPiFBQUYNSoUXjy5IlSz09ETTU3Fvnu3bsYPHgwnj9/rqLI2ldWVha0tbUlMx2cOHECBw4cwODBg7Fx40bo6OioOEKiromvvYiI1EhHnPbp5MmTSExMhJubGwoKChAbGwsPDw/JFGHvYmRkhNLS0iZJdllZWbtc2/z587Fv3z5ERUVJrY+JiYGPj4/Sz09E/7dq1SoADcUHIyIioKenJ9lWV1eHa9euYfjw4SqKrv0FBQVhzZo1cHJyQlFREcRiMWbNmoWkpCRUV1dj586dqg6RqEtikk1EpGY60ly4QUFBiI+Px+bNm7Fq1So8ePAAAQEBcHJywr59++Dt7f3ONsRiMQIDA7F9+3aMHj0aAJCeno7w8PD36hGXR2xsLE6fPo2PP/4YQMP0NKWlpfD19ZX86AfQJBEnIsXKzs4G0FDg7NatW1I9tTo6OnB2dkZYWJiqwmt3BQUFkpcKSUlJ8PDwQEJCAtLT0/GnP/2JSTaRivBzcSIiUpqhQ4fi4MGDcHZ2llofHR2NL7/8ElVVVTKPu3nzJoYOHQoNDQ3U1NQgPDwc3377LWprawE0VElfunQptm7dim7duik87sbnHzduXKuOEYlEOHfunMJjIaKm/P39sWvXri4zVVdzjIyMcP36dTg4OMDT0xNTp07FihUrUFpaCkdHR7x48ULVIRJ1SUyyiYhIaV69etVsEpyfnw9HR0eZ2xoXNbKzs0NGRgZ0dXWlpodp/Jmoosk6v5mZmdLOR0TUFuPHj4e1tTV+//vfIzAwELm5ubC3t8fFixfh5+fXqhkciEjxNFQdABERqa+WepmbS7CBhmJjxcXFABqm6qmvr4eenh6cnJzg5OSk1AS7ufMTEXU0O3fuRFZWFpYtW4a1a9fC3t4eAHD06FHJ8Boian/sySYiIqU6evQojhw5gtLSUtTU1Ehty8rKknnM4sWL8d1336FXr14qqZKu6vMTEcnj5cuX0NTUhLa2NoCGKQenTZsGfX19FUdG1DWw8BkRESnN7t27sXbtWixYsAAnTpyAv78/CgsLkZGRgeDg4GaPU3WVdFWfn4hIHt27d5daDgoKwkcffQQ7OzsVRUTUtbAnm4iIlGbgwIHYsGED5s6dC0NDQ+Tk5MDOzg7r169HZWUl9uzZ8842/P39sXv3bpUluao+PxGRvBo/f4lI+ZhkExGR0ujp6SEvLw82NjawsLBAamoqnJ2dcfv2bXz88ceoqKhQdYhERGqPSTZR+2LhMyIiUhorKytUVlYCAPr164erV68CAIqLi8F3vERERKSOmGQTEZHSjB8/Hj/88AOAhs+uV65cCU9PT4jFYsycOVPF0REREREpHj8XJyIipamvr0d9fT20tBrqbCYmJuLy5ctwcHBAUFAQdHR0VBwhEZH64+fiRO2LSTYRERERkRobOnQoTp06BWtra1WHQtQlMMkmIiKlevnyJW7evIlff/0V9fX1UtumTZumoqiIiNRHTU2NzGdsv379VBQRUdfGebKJiEhpkpOT4evri0ePHjXZJhKJUFdXp4KoiIjUw+3btxEQEIDLly9LrRcEgc9YIhViTzYRESmNg4MDJk6ciPXr18PS0lLV4RARqZUxY8ZAS0sLa9asQa9evSASiaS2Ozs7qygyoq6NSTYRESmNkZERsrOz0b9/f1WHQkSkdvT19XH9+nUMHDhQ1aEQUSOcwouIiJRmzpw5uHDhgqrDICJSS4MHD5Y5HIeIVIs92UREpDTV1dX49NNPYW5uDicnJ2hra0ttDwkJUVFkRESd09OnTyV/zszMxLp167BlyxaZz1gjI6P2Do+IwCSbiIiUKDY2FkuWLEH37t1hZmYmNV5QJBKhqKhIhdEREXU+GhoaUs/SNz/l317HwmdEqsMkm4iIlMbKygohISFYs2YNNDQ4QomISF4XL15s9b4eHh5KjISImsMkm4iIlMbU1BQZGRksfEZEpCRPnjxBbGws8vLyADSM0w4MDESPHj1UHBlR18VuBSIiUho/Pz8cPnxY1WEQEamlzMxM2NvbY8eOHaisrERlZSV27NiB/v37IysrS9XhEXVZ7MkmIiKlCQkJwXfffQdnZ2cMGzasSVGeqKgoFUVGRNT5ubu7w97eHvv374eWlhYAoLa2FgsXLkRRURHS0tJUHCFR18Qkm4iIFOrmzZsYOnQoNDQ0MG7cuGb3E4lEOHfuXDtGRkSkXnR1dZGdnd1knuzc3Fy4urqiurpaRZERdW1aqg6AiIjUi4uLC8rLy2FhYYG7d+8iIyMDZmZmqg6LiEjtGBkZobS0tEmSXVZWBkNDQxVFRUQck01ERAplbGyM4uJiAEBJSQnq6+tVHBERkXoSi8UIDAzE4cOHUVZWhrKyMiQmJmLhwoWYO3euqsMj6rLYk01ERAo1e/ZseHh4oFevXhCJRHB1dYWmpqbMfTlPNhFR223fvh0ikQi+vr6ora0FAGhra2Pp0qXYunWriqMj6ro4JpuIiBQuOTkZd+7cQUhICDZt2tTsZ4srVqxo58iIiNRPdXU1CgsLAQD9+/eHnp6eiiMi6tqYZBMRkdL4+/tj9+7dHBtIREREXQaTbCIiIiIiIiIFYeEzIiIiIiIiIgVhkk1ERERERESkIEyyiYiIiIiIiBSESTYRERERERGRgjDJJiJSIxs3bsTw4cPlaqOkpAQikQg3btxQSEzNEYlEOH78uFLPQURERNTemGQTEbWjsrIyBAQEoHfv3tDR0YGNjQ1WrFiBioqK925LVpIaFhaGs2fPyhWjtbU1ysvLMXToULnaeaO5xL+8vByTJ09WyDm6mgULFmDGjBmqDoOIiIhkYJJNRNROioqK4Orqitu3b+PQoUO4c+cOvv32W5w9exZubm6orKyU+xwGBgYwMzOTqw1NTU1YWVlBS0tL7nhaYmVlhW7duin1HMry+vVrVYegEDU1NaoOgYiISO0wySYiaifBwcHQ0dHB6dOn4eHhgX79+mHy5Mk4c+YM/vvf/2Lt2rWSfW1tbfH1119j7ty50NfXR58+fRAdHS21HQBmzpwJkUgkWX671/hNj+eWLVtgaWkJY2NjbNq0CbW1tQgPD4epqSn69u2LAwcOSI55+3Pxx48fw8fHB+bm5tDV1YWDg4PU/l9++SUGDBgAPT092NnZISIiQpKExsXF4auvvkJOTg5EIhFEIhHi4uIANO2Jv3XrFsaPHw9dXV2YmZlh8eLFqKqqanIt27dvR69evWBmZobg4OAWE9439+Pvf/87rK2toaenB29vb/z222+SfTIyMuDp6YmePXuiR48e8PDwQFZWllQ7IpEI+/btw7Rp06Cvr4/Nmzejrq4OgYGB+OCDD6CrqwtHR0fs2rVL6ri23H+g4YsHb29vGBsbw9TUFNOnT0dJSYnkmuLj43HixAnJPb1w4cI7j2scz+bNm9G7d284Ojo2e++IiIiobZhkExG1g8rKSqSkpODzzz+Hrq6u1DYrKyv4+Pjg8OHDEARBsn7btm1wdnZGdnY21qxZgxUrViA1NRVAQ2IIAAcOHEB5eblkWZZz587h3r17SEtLQ1RUFDZs2ICpU6fCxMQE165dw5IlSxAUFIRffvlF5vERERHIzc3FqVOnkJeXh3379qFnz56S7YaGhoiLi0Nubi527dqF/fv3Y8eOHQAAsViM1atXY8iQISgvL0d5eTnEYnGTczx//hxeXl4wMTFBRkYGkpKScObMGSxbtkxqv/Pnz6OwsBDnz59HfHw84uLiJEl7c+7cuYMjR47gxx9/RHJyMrKzs/H5559Ltj979gx+fn7417/+hatXr8LBwQFTpkzBs2fPpNrZuHEjZs6ciVu3biEgIAD19fXo27cvkpKSkJubi/Xr1+Mvf/kLjhw5Itf9f/36Nby8vGBoaIhLly4hPT0dBgYGmDRpEmpqahAWFgZvb29MmjRJck9Hjx79zuPeOHv2LPLz85GamoqffvqpxXtHREREbSAQEZHSXb16VQAgHDt2TOb2qKgoAYDw4MEDQRAEwcbGRpg0aZLUPmKxWJg8ebJkWVZ7GzZsEJydnSXLfn5+go2NjVBXVydZ5+joKLi7u0uWa2trBX19feHQoUOCIAhCcXGxAEDIzs4WBEEQ/vjHPwr+/v6tvtZt27YJI0eObDYmWfHHxMQIJiYmQlVVlWT7yZMnBQ0NDeH+/ftS11JbWyvZ59NPPxXEYnGzsWzYsEHQ1NQUfvnlF8m6U6dOCRoaGkJ5ebnMY+rq6gRDQ0Phxx9/lIo1NDS05QsXBCE4OFiYPXu2ZLkt9//7778XHB0dhfr6esk+r169EnR1dYWUlBRJu9OnT5c6d2uPs7S0FF69evXOayEiIqK2YU82EVE7Ehr1VL+Lm5tbk+W8vLz3PueQIUOgofH/x72lpSWcnJwky5qamjAzM8Ovv/4q8/ilS5ciMTERw4cPxxdffIHLly9LbT98+DDGjBkDKysrGBgYYN26dSgtLX2vGPPy8uDs7Ax9fX3JujFjxqC+vh75+flS16KpqSlZ7tWrV7Nxv9GvXz/06dNHsuzm5ibV7oMHD7Bo0SI4ODigR48eMDIyQlVVVZNrcHV1bdJ2dHQ0Ro4cCXNzcxgYGCAmJqbJce97/3NycnDnzh0YGhrCwMAABgYGMDU1xcuXL1FYWNjsdbb2OCcnJ+jo6LR4z4iIiKjtlFvVhoiIAAD29vYQiUTIy8vDzJkzm2zPy8uDiYkJzM3NFX5ubW1tqWWRSCRzXX19vczjJ0+ejLt37+Kf//wnUlNTMWHCBAQHB2P79u24cuUKfHx88NVXX8HLyws9evRAYmIiIiMjFX4dzV1Lc3G3lp+fHyoqKrBr1y7Y2NigW7ducHNza1IUrPELAABITExEWFgYIiMj4ebmBkNDQ2zbtg3Xrl17Z8wtXUdVVRVGjhyJgwcPNom1pX8frT3u7esgIiIixWKSTUTUDszMzODp6Ym9e/di5cqVUuOy79+/j4MHD8LX1xcikUiy/urVq1JtXL16FYMGDZIsa2tro66uTvnBoyFJ8/Pzg5+fH9zd3REeHo7t27fj8uXLsLGxkSradvfuXaljdXR03hnnoEGDEBcXh+fPn0uSwPT0dGhoaMhdnKu0tBT37t1D7969ATTcx8btpqenY+/evZgyZQqAhuJhjx49eme76enpGD16tNT47pZ6mltrxIgROHz4MCwsLGBkZCRzH1n3tDXHERERkfLxc3EionayZ88evHr1Cl5eXkhLS0NZWRmSk5Ph6emJPn36YPPmzVL7p6en429/+xsKCgoQHR2NpKQkrFixQrLd1tYWZ8+exf379/H48WOlxb1+/XqcOHECd+7cwX/+8x/89NNPkmTfwcEBpaWlSExMRGFhIXbv3o1jx45JHW9ra4vi4mLcuHEDjx49wqtXr5qcw8fHB927d4efnx9+/vlnnD9/HsuXL8f8+fNhaWkpV/xv2s3JycGlS5cQEhICb29vWFlZSa7h+++/R15eHq5duwYfH58mxelkcXBwQGZmJlJSUlBQUICIiIgWC9C1lo+PD3r27Inp06fj0qVLKC4uxoULFxASEiIpjmZra4ubN28iPz8fjx49wuvXr1t1HBERESkfk2wionbyJimzs7ODt7c3+vfvj8WLF2PcuHG4cuUKTE1NpfZfvXo1MjMz4eLigm+++QZRUVHw8vKSbI+MjERqaiqsra3h4uKitLh1dHTw5z//GcOGDcPYsWOhqamJxMREAMC0adOwcuVKLFu2DMOHD8fly5cREREhdfzs2bMxadIkjBs3Dubm5jh06FCTc+jp6SElJQWVlZX48MMPMWfOHEyYMAF79uyRO357e3vMmjULU6ZMwcSJEzFs2DDs3btXsj02NhaPHz/GiBEjMH/+fISEhMDCwuKd7QYFBWHWrFkQi8X46KOPUFFRIdWr3VZ6enpIS0tDv379MGvWLAwaNAiBgYF4+fKlpId60aJFcHR0hKurK8zNzZGent6q44iIiEj5RML7VOEhIqJ2YWtri9DQUISGhqo6lE5t48aNOH78uGTObyIiIiJlY082ERERERERkYIwySYiIiIiIiJSEH4uTkRERERERKQg7MkmIiIiIiIiUhAm2UREREREREQKwiSbiIiIiIiISEGYZBMREREREREpCJNsIiIiIiIiIgVhkk1ERERERESkIEyyiYiIiIiIiBSESTYRERERERGRgjDJJiIiIiIiIlKQ/wHPZWFmZHUGvgAAAABJRU5ErkJggg==", "text/plain": [ "
" ] @@ -335,7 +344,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -363,23 +372,23 @@ " objf_name\n", " norm_objf\n", " itvar001_name\n", - " nitvar001\n", + " xcm001\n", " itvar002_name\n", - " nitvar002\n", + " xcm002\n", " itvar003_name\n", - " nitvar003\n", + " xcm003\n", " itvar004_name\n", " ...\n", " itvar041_name\n", - " nitvar041\n", + " xcm041\n", " itvar042_name\n", - " nitvar042\n", + " xcm042\n", " itvar043_name\n", - " nitvar043\n", + " xcm043\n", " itvar044_name\n", - " nitvar044\n", + " xcm044\n", " itvar045_name\n", - " nitvar045\n", + " xcm045\n", " \n", " \n", " \n", @@ -389,23 +398,23 @@ " major radius\n", " 1.60\n", " beta\n", - " 0.032681\n", + " 1.1216\n", " dene\n", - " 0.071381\n", + " 1.0756\n", " fwalld\n", - " 0.50709\n", + " 0.50758\n", " ffuspow\n", " ...\n", " cpttf\n", - " 0.99182\n", + " 1.3815\n", " ralpne\n", - " 0.67908\n", + " 0.83954\n", " oh_steel_frac\n", - " 0.5455\n", + " 0.64835\n", " fimp(13)\n", - " 0.057148\n", + " 1.5039\n", " dr_tf_wp\n", - " 0.0651\n", + " 1.0083\n", " \n", " \n", " 1\n", @@ -413,23 +422,23 @@ " major radius\n", " 1.63\n", " beta\n", - " 0.032681\n", + " 1.3216\n", " dene\n", - " 0.071381\n", + " 1.0756\n", " fwalld\n", - " 0.50709\n", + " 0.51758\n", " ffuspow\n", " ...\n", " cpttf\n", - " 0.99182\n", + " 1.3815\n", " ralpne\n", - " 0.67908\n", + " 0.83954\n", " oh_steel_frac\n", - " 0.5455\n", + " 0.64835\n", " fimp(13)\n", - " 0.057148\n", + " 1.5039\n", " dr_tf_wp\n", - " 0.0651\n", + " 1.1083\n", " \n", " \n", "\n", @@ -437,32 +446,32 @@ "" ], "text/plain": [ - " tag objf_name norm_objf itvar001_name nitvar001 \\\n", - "0 large tokamak 1 major radius 1.60 beta 0.032681 \n", - "1 large tokamak 2 major radius 1.63 beta 0.032681 \n", + " tag objf_name norm_objf itvar001_name xcm001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", + "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", "\n", - " itvar002_name nitvar002 itvar003_name nitvar003 itvar004_name ... \\\n", - "0 dene 0.071381 fwalld 0.50709 ffuspow ... \n", - "1 dene 0.071381 fwalld 0.50709 ffuspow ... \n", + " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", + "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", "\n", - " itvar041_name nitvar041 itvar042_name nitvar042 itvar043_name nitvar043 \\\n", - "0 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", - "1 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", + " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", + "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", "\n", - " itvar044_name nitvar044 itvar045_name nitvar045 \n", - "0 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", - "1 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", + " itvar044_name xcm044 itvar045_name xcm045 \n", + "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", "\n", "[2 rows x 93 columns]" ] }, - "execution_count": 4, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -492,7 +501,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -520,23 +529,23 @@ " objf_name\n", " norm_objf\n", " itvar001_name\n", - " nitvar001\n", + " xcm001\n", " itvar002_name\n", - " nitvar002\n", + " xcm002\n", " itvar003_name\n", - " nitvar003\n", + " xcm003\n", " itvar004_name\n", " ...\n", " itvar041_name\n", - " nitvar041\n", + " xcm041\n", " itvar042_name\n", - " nitvar042\n", + " xcm042\n", " itvar043_name\n", - " nitvar043\n", + " xcm043\n", " itvar044_name\n", - " nitvar044\n", + " xcm044\n", " itvar045_name\n", - " nitvar045\n", + " xcm045\n", " \n", " \n", " \n", @@ -546,23 +555,23 @@ " major radius\n", " 1.60\n", " beta\n", - " 0.032681\n", + " 1.1216\n", " dene\n", - " 0.071381\n", + " 1.0756\n", " fwalld\n", - " 0.50709\n", + " 0.50758\n", " ffuspow\n", " ...\n", " cpttf\n", - " 0.99182\n", + " 1.3815\n", " ralpne\n", - " 0.67908\n", + " 0.83954\n", " oh_steel_frac\n", - " 0.5455\n", + " 0.64835\n", " fimp(13)\n", - " 0.057148\n", + " 1.5039\n", " dr_tf_wp\n", - " 0.0651\n", + " 1.0083\n", " \n", " \n", " 1\n", @@ -570,23 +579,23 @@ " major radius\n", " 1.63\n", " beta\n", - " 0.032681\n", + " 1.3216\n", " dene\n", - " 0.071381\n", + " 1.0756\n", " fwalld\n", - " 0.50709\n", + " 0.51758\n", " ffuspow\n", " ...\n", " cpttf\n", - " 0.99182\n", + " 1.3815\n", " ralpne\n", - " 0.67908\n", + " 0.83954\n", " oh_steel_frac\n", - " 0.5455\n", + " 0.64835\n", " fimp(13)\n", - " 0.057148\n", + " 1.5039\n", " dr_tf_wp\n", - " 0.0651\n", + " 1.1083\n", " \n", " \n", " 2\n", @@ -594,23 +603,23 @@ " major radius\n", " 1.50\n", " beta\n", - " 0.032681\n", + " 1.1216\n", " dene\n", - " 0.071381\n", + " 1.0756\n", " fwalld\n", - " 0.50709\n", + " 0.50758\n", " ffuspow\n", " ...\n", " cpttf\n", - " 0.99182\n", + " 1.3815\n", " ralpne\n", - " 0.67908\n", + " 0.83954\n", " oh_steel_frac\n", - " 0.5455\n", + " 0.64835\n", " fimp(13)\n", - " 0.057148\n", + " 1.5039\n", " dr_tf_wp\n", - " 0.0651\n", + " 1.0083\n", " \n", " \n", "\n", @@ -618,36 +627,36 @@ "" ], "text/plain": [ - " tag objf_name norm_objf itvar001_name nitvar001 \\\n", - "0 large tokamak 1 major radius 1.60 beta 0.032681 \n", - "1 large tokamak 2 major radius 1.63 beta 0.032681 \n", - "2 large tokamak 3 major radius 1.50 beta 0.032681 \n", + " tag objf_name norm_objf itvar001_name xcm001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", + "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", + "2 large tokamak 3 major radius 1.50 beta 1.1216 \n", "\n", - " itvar002_name nitvar002 itvar003_name nitvar003 itvar004_name ... \\\n", - "0 dene 0.071381 fwalld 0.50709 ffuspow ... \n", - "1 dene 0.071381 fwalld 0.50709 ffuspow ... \n", - "2 dene 0.071381 fwalld 0.50709 ffuspow ... \n", + " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", + "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", + "2 dene 1.0756 fwalld 0.50758 ffuspow ... \n", "\n", - " itvar041_name nitvar041 itvar042_name nitvar042 itvar043_name nitvar043 \\\n", - "0 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", - "1 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", - "2 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", + " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", + "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "2 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", "\n", - " itvar044_name nitvar044 itvar045_name nitvar045 \n", - "0 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", - "1 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", - "2 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", + " itvar044_name xcm044 itvar045_name xcm045 \n", + "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", + "2 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", "\n", "[3 rows x 93 columns]" ] }, - "execution_count": 5, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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tagobjf_namenorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...itvar041_namexcm041itvar042_namexcm042itvar043_namexcm043itvar044_namexcm044itvar045_namexcm045
0large tokamak 1major radius1.60beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
1large tokamak 2major radius1.63beta1.3216dene1.0756fwalld0.51758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.1083
2large tokamak 3major radius1.50beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
3large tokamak 4major radius1.52beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
\n", + "

4 rows × 93 columns

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" + ], + "text/plain": [ + " tag objf_name norm_objf itvar001_name xcm001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", + "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", + "2 large tokamak 3 major radius 1.50 beta 1.1216 \n", + "3 large tokamak 4 major radius 1.52 beta 1.1216 \n", + "\n", + " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", + "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", + "2 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "3 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "\n", + " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", + "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "2 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "3 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "\n", + " itvar044_name xcm044 itvar045_name xcm045 \n", + "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", + "2 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "3 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "\n", + "[4 rows x 93 columns]" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "runs_metadata = [\n", + " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", + " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", + " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", + " RunMetadata(data_dir / \"large_tokamak_4_MFILE.DAT\", \"large tokamak 4\"),\n", + "]\n", + "\n", + "plot_mfile_solutions(\n", + " runs_metadata,\n", + " \"4 large tokamak solutions with RMS errors normalised to large tokamak 2\",\n", + " normalise=False,\n", + " normalising_tag=\"large tokamak 2\",\n", + " rmse=True,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Solutions normalised by range\n", + "\n", + "Use `nitvar` values instead; the solution optimisation parameters are normalised to the range of their upper and lower bounds." + ] + }, + { + "cell_type": "code", + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -760,11 +989,11 @@ " major radius\n", " 1.63\n", " beta\n", - " 0.032681\n", + " 0.042681\n", " dene\n", " 0.071381\n", " fwalld\n", - " 0.50709\n", + " 0.70709\n", " ffuspow\n", " ...\n", " cpttf\n", @@ -784,7 +1013,7 @@ " major radius\n", " 1.50\n", " beta\n", - " 0.032681\n", + " 0.022681\n", " dene\n", " 0.071381\n", " fwalld\n", @@ -812,7 +1041,7 @@ " dene\n", " 0.071381\n", " fwalld\n", - " 0.50709\n", + " 0.40709\n", " ffuspow\n", " ...\n", " cpttf\n", @@ -834,15 +1063,15 @@ "text/plain": [ " tag objf_name norm_objf itvar001_name nitvar001 \\\n", "0 large tokamak 1 major radius 1.60 beta 0.032681 \n", - "1 large tokamak 2 major radius 1.63 beta 0.032681 \n", - "2 large tokamak 3 major radius 1.50 beta 0.032681 \n", + "1 large tokamak 2 major radius 1.63 beta 0.042681 \n", + "2 large tokamak 3 major radius 1.50 beta 0.022681 \n", "3 large tokamak 4 major radius 1.52 beta 0.032681 \n", "\n", " itvar002_name nitvar002 itvar003_name nitvar003 itvar004_name ... \\\n", "0 dene 0.071381 fwalld 0.50709 ffuspow ... \n", - "1 dene 0.071381 fwalld 0.50709 ffuspow ... \n", + "1 dene 0.071381 fwalld 0.70709 ffuspow ... \n", "2 dene 0.071381 fwalld 0.50709 ffuspow ... \n", - "3 dene 0.071381 fwalld 0.50709 ffuspow ... \n", + "3 dene 0.071381 fwalld 0.40709 ffuspow ... \n", "\n", " itvar041_name nitvar041 itvar042_name nitvar042 itvar043_name nitvar043 \\\n", "0 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", @@ -859,15 +1088,15 @@ "[4 rows x 93 columns]" ] }, - "execution_count": 6, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] }, "metadata": {}, @@ -884,10 +1113,9 @@ "\n", "plot_mfile_solutions(\n", " runs_metadata,\n", - " \"4 large tokamak solutions with RMS errors normalised to large tokamak 2\",\n", + " \"4 large tokamak solutions normalised to the range of the optimisation parameters\",\n", " normalise=False,\n", - " normalising_tag=\"large tokamak 2\",\n", - " rmse=True,\n", + " normalisation_type=\"range\",\n", ")" ] } diff --git a/process/io/plot_solutions.py b/process/io/plot_solutions.py index 0ad5a62ec9..0f13cc2717 100644 --- a/process/io/plot_solutions.py +++ b/process/io/plot_solutions.py @@ -22,7 +22,8 @@ # Variables of interest in mfiles and subsequent dataframes # Be specific about exact names, patterns and regex -NORM_OPT_PARAM_VALUE_PATTERN = "xcm" +INITIAL_NORM_OPT_PARAM_VALUE_PATTERN = "xcm" +RANGE_NORM_OPT_PARAM_VALUE_PATTERN = "nitvar" NORM_OPT_PARAM_NAME_REGEX = r"itvar\d{3}_name" NORM_OBJF_PATTERN = "objf" NORM_OBJF_VALUE = "norm_objf" @@ -51,6 +52,7 @@ def plot_mfile_solutions( normalise: Optional[bool] = False, normalising_tag: Optional[str] = None, rmse: Optional[bool] = False, + normalisation_type: Optional[str] = None, ) -> pd.DataFrame: """Plot multiple solutions, optionally normalised by a given solution. @@ -64,18 +66,29 @@ def plot_mfile_solutions( :type normalising_tag: str, optional :param rmse: plot RMS errors relative to reference solution, defaults to False :type rmse: bool, optional + :param normalisation_type: opt param normalisation to use: one of ["init", "range"] + :type normalisation_type: str, optional """ - # TODO Should return ax too? + # Determine type of normalised opt params to plot (i.e. itvar, xcm or nitvar) + if normalisation_type in ["init", None]: + opt_param_value_pattern = INITIAL_NORM_OPT_PARAM_VALUE_PATTERN + elif normalisation_type == "range": + opt_param_value_pattern = RANGE_NORM_OPT_PARAM_VALUE_PATTERN + # Create dataframe from runs metadata: mfile data with a tag for each run results_df = _create_df_from_run_metadata(runs_metadata) # Filter for tag, optimisation parameters and objective function - filtered_results_df = _filter_vars_of_interest(results_df) + filtered_results_df = _filter_vars_of_interest( + results_df, opt_param_value_pattern=opt_param_value_pattern + ) if normalise: # Calculate the normalised diffs relative to the tagged solution plot_results_df = _normalise_diffs( - filtered_results_df, normalising_tag=normalising_tag + filtered_results_df, + opt_param_value_pattern=opt_param_value_pattern, + normalising_tag=normalising_tag, ) else: # Don't perform any processing of optimisation parameters @@ -83,19 +96,26 @@ def plot_mfile_solutions( if rmse: # Calcualte RMS errors relative to normalising tag solution - rmse_df = _rms_errors(results_df=results_df, normalising_tag=normalising_tag) + rmse_df = _rms_errors( + results_df=results_df, + opt_param_value_pattern=opt_param_value_pattern, + normalising_tag=normalising_tag, + ) else: # Don't plot RMS errors rmse_df = None _plot_solutions( plot_results_df, + opt_param_value_pattern=opt_param_value_pattern, plot_title=plot_title, normalise=normalise, rmse_df=rmse_df, normalising_tag=normalising_tag, + normalisation_type=normalisation_type, ) + # TODO Should return ax too? return filtered_results_df @@ -169,17 +189,23 @@ def _separate_norm_solution( return normalising_soln, non_normalising_solns -def _filter_opt_params(results: pd.DataFrame, filter_in: bool = True) -> pd.DataFrame: +def _filter_opt_params( + results: pd.DataFrame, + opt_param_value_pattern: str, + filter_in: bool = True, +) -> pd.DataFrame: """Filter optimsation parameters in or out of results. :param results: multiple solutions :type results: pd.DataFrame + :param opt_param_value_pattern: normalisation type for opt params in mfile + :type opt_param_value_pattern: str :param filter_in: include opt params, defaults to True :type filter_in: bool, optional :return: multiple solutions with opt params filtered in or out :rtype: pd.DataFrame """ - is_opt_param = results.columns.str.contains(f"{NORM_OPT_PARAM_VALUE_PATTERN}") + is_opt_param = results.columns.str.contains(f"{opt_param_value_pattern}") if filter_in: # TODO Check this loc can't be removed filtered_results = results.loc[:, is_opt_param] @@ -189,12 +215,16 @@ def _filter_opt_params(results: pd.DataFrame, filter_in: bool = True) -> pd.Data def _normalise_diffs( - results_df: pd.DataFrame, normalising_tag: Optional[str] = None + results_df: pd.DataFrame, + opt_param_value_pattern: str, + normalising_tag: Optional[str] = None, ) -> pd.DataFrame: """Normalise differences of multiple solutions with a normalising solution. :param results_df: dataframe of two solutions (same scenario, different solvers) :type results_df: pandas.DataFrame + :param opt_param_value_pattern: normalisation type for opt params in mfile + :type opt_param_value_pattern: str :param normalising_tag: tag to normalise other solutions with, defaults to None :type normalising_tag: str, optional :return: normalised differences @@ -204,9 +234,13 @@ def _normalise_diffs( results_df, normalising_tag ) # Solution to normalise with - normalising_soln_opt_params = _filter_opt_params(normalising_soln) + normalising_soln_opt_params = _filter_opt_params( + normalising_soln, opt_param_value_pattern=opt_param_value_pattern + ) # Solutions that need normalised diffs calculating - non_normalising_solns_opt_params = _filter_opt_params(non_normalising_solns) + non_normalising_solns_opt_params = _filter_opt_params( + non_normalising_solns, opt_param_value_pattern=opt_param_value_pattern + ) # Calculate the normalised differences between multiple solutions # for optimisation parameters @@ -218,7 +252,9 @@ def _normalise_diffs( # Combine dfs to get non-numerical info (metadata) alongside normalised diffs # e.g. tag, objf_name non_normalising_solns_metadata = _filter_opt_params( - non_normalising_solns, filter_in=False + non_normalising_solns, + opt_param_value_pattern=opt_param_value_pattern, + filter_in=False, ) normalised_solns = pd.concat( [non_normalising_solns_metadata, normalised_solns_opt_params], axis=1 @@ -228,12 +264,16 @@ def _normalise_diffs( def _filter_vars_of_interest( - results_df: pd.DataFrame, extra_var_names: Optional[List[str]] = None + results_df: pd.DataFrame, + opt_param_value_pattern: str, + extra_var_names: Optional[List[str]] = None, ) -> pd.DataFrame: """Filter variables of interest from full results for all solutions. :param results_df: full results for all solutions :type results_df: pandas.DataFrame + :param opt_param_value_pattern: normalisation type for opt params in mfile + :type opt_param_value_pattern: str :param extra_var_names: other variables of interest to filter, defaults to None :type extra_var_names: List[str], optional :return: variables of interest @@ -247,7 +287,7 @@ def _filter_vars_of_interest( # any extra variables filtered_results = results_df.filter( regex=( - f"{TAG_REGEX}|{NORM_OPT_PARAM_VALUE_PATTERN}|{NORM_OPT_PARAM_NAME_REGEX}|" + f"{TAG_REGEX}|{opt_param_value_pattern}|{NORM_OPT_PARAM_NAME_REGEX}|" f"{NORM_OBJF_PATTERN}|{'|'.join(extra_var_names)}".rstrip("|") ) ) @@ -257,6 +297,8 @@ def _filter_vars_of_interest( def _plot_solutions( diffs_df: pd.DataFrame, + normalisation_type: str, + opt_param_value_pattern: str, plot_title: str, normalise: bool, normalising_tag: str, @@ -266,6 +308,10 @@ def _plot_solutions( :param diffs_df: normalised diffs for optimisation parameters and objective function :type diffs_df: pandas.DataFrame + :param normalisation_type: opt param normalisation to use: ["init", "range"] + :type normalisation_type: str + :param opt_param_value_pattern: normalisation type for opt params in mfile + :type opt_param_value_pattern: str :param plot_title: title of plot :type plot_title: str :param normalise: normalise optimisation parameters to a given solution @@ -277,7 +323,7 @@ def _plot_solutions( """ # Separate optimisation parameters and objective dfs opt_params_df = diffs_df.filter( - regex=f"{NORM_OPT_PARAM_VALUE_PATTERN}|{NORM_OPT_PARAM_NAME_REGEX}|{TAG}" + regex=f"{opt_param_value_pattern}|{NORM_OPT_PARAM_NAME_REGEX}|{TAG}" ) norm_objf_df = diffs_df.filter(regex=f"{NORM_OBJF_PATTERN}|{TAG}") @@ -294,7 +340,7 @@ def _plot_solutions( # Now separate optimisation parameter values from their names opt_params_values_df = opt_params_df.filter( - regex=f"{NORM_OPT_PARAM_VALUE_PATTERN}|{TAG}" + regex=f"{opt_param_value_pattern}|{TAG}" ) opt_params_names_df = opt_params_df.filter(regex=NORM_OPT_PARAM_NAME_REGEX) @@ -338,11 +384,17 @@ def _plot_solutions( ) # TODO Still require this formatter? + # Adapt y axis label for normalisation type + y_axis_label = "" + if normalisation_type in ["init", None]: + y_axis_label += "Value normalised by initial value" + elif normalisation_type == "range": + y_axis_label += "Value normalised by parameter range" + if normalise: - ax[0].set_ylabel(f"Normalised difference to {normalising_tag}") - else: - ax[0].set_ylabel("Value normalised to initial point") + y_axis_label += f", normalised to {normalising_tag}" + ax[0].set_ylabel(f"{y_axis_label}") ax[0].set_xlabel("Optimisation parameter") ax[0].legend() ax[0].tick_params("x", labelrotation=90) @@ -393,13 +445,17 @@ def _plot_solutions( def _rms_errors( - results_df: pd.DataFrame, normalising_tag: Optional[str] = None + results_df: pd.DataFrame, + opt_param_value_pattern: str, + normalising_tag: Optional[str] = None, ) -> pd.DataFrame: """Calculate RMS errors between different solutions. Summarise solution differences in single number. :param results_df: df containing multiple solutions :type results_df: pandas.DataFrame + :param opt_param_value_pattern: normalisation type for opt params in mfile + :type opt_param_value_pattern: str :param normalising_tag: tag to calculate percentage changes against, defaults to None :type normalising_tag: str, optional :return: RMS errors for each solution @@ -407,12 +463,16 @@ def _rms_errors( """ normalising_soln, _ = _separate_norm_solution(results_df, normalising_tag) # Reference solution to calculate RMS errors against - ref_soln_opt_params = _filter_opt_params(normalising_soln) + ref_soln_opt_params = _filter_opt_params( + normalising_soln, opt_param_value_pattern=opt_param_value_pattern + ) # Solutions that need RMS errors calculating # Include reference solution here, so that its RMS error is calculated (as 0) # This is so that the colours in the RMSE plot match those in the main # optimisation parameter plot's legend - all_solns_opt_params = _filter_opt_params(results_df) + all_solns_opt_params = _filter_opt_params( + results_df, opt_param_value_pattern=opt_param_value_pattern + ) ref_soln_opt_params_np = ref_soln_opt_params.to_numpy() solns_opt_params_to_rms_np = all_solns_opt_params.to_numpy() From a86fba05ada6d1f19719fa8aeab9fb96ca72a9d0 Mon Sep 17 00:00:00 2001 From: Jonathan Maddock <78556175+jonmaddock@users.noreply.github.com> Date: Fri, 8 Mar 2024 09:59:44 +0000 Subject: [PATCH 07/13] Rotate plots for easier variable name reading --- examples/plot_solutions.ipynb | 50 +++++++++++++++++------------------ process/io/plot_solutions.py | 43 ++++++++++++++---------------- 2 files changed, 45 insertions(+), 48 deletions(-) diff --git a/examples/plot_solutions.ipynb b/examples/plot_solutions.ipynb index 4250a79249..fe361752ee 100644 --- a/examples/plot_solutions.ipynb +++ b/examples/plot_solutions.ipynb @@ -20,7 +20,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 82, "metadata": {}, "outputs": [ { @@ -52,7 +52,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 83, "metadata": {}, "outputs": [ { @@ -145,15 +145,15 @@ "[1 rows x 93 columns]" ] }, - "execution_count": 9, + "execution_count": 83, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", 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" + "
" ] }, "metadata": {}, @@ -184,7 +184,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 84, "metadata": {}, "outputs": [ { @@ -305,15 +305,15 @@ "[2 rows x 93 columns]" ] }, - "execution_count": 10, + "execution_count": 84, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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" + "
" ] }, "metadata": {}, @@ -344,7 +344,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 85, "metadata": {}, "outputs": [ { @@ -465,15 +465,15 @@ "[2 rows x 93 columns]" ] }, - "execution_count": 11, + "execution_count": 85, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" + "
" ] }, "metadata": {}, @@ -501,7 +501,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 86, "metadata": {}, "outputs": [ { @@ -650,15 +650,15 @@ "[3 rows x 93 columns]" ] }, - "execution_count": 12, + "execution_count": 86, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -691,7 +691,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 87, "metadata": {}, "outputs": [ { @@ -868,15 +868,15 @@ "[4 rows x 93 columns]" ] }, - "execution_count": 13, + "execution_count": 87, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" + "
" ] }, "metadata": {}, @@ -911,7 +911,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 88, "metadata": {}, "outputs": [ { @@ -1088,15 +1088,15 @@ "[4 rows x 93 columns]" ] }, - "execution_count": 14, + "execution_count": 88, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, diff --git a/process/io/plot_solutions.py b/process/io/plot_solutions.py index 0f13cc2717..4b916c54df 100644 --- a/process/io/plot_solutions.py +++ b/process/io/plot_solutions.py @@ -362,10 +362,10 @@ def _plot_solutions( # Separate optimisation parameters and objective function subplots # Include space for RMS errors or not if rmse_df is not None: - fig, ax = plt.subplots(ncols=3, width_ratios=[8, 1, 1]) + fig, ax = plt.subplots(nrows=3, height_ratios=[16, 1, 1]) else: - fig, ax = plt.subplots(ncols=2, width_ratios=[8, 1]) - fig.set_size_inches(10, 6) + fig, ax = plt.subplots(nrows=2, height_ratios=[17, 1]) + fig.set_size_inches(7, 8) fig.suptitle(plot_title) # Strip plot for optimisation parameters @@ -375,38 +375,35 @@ def _plot_solutions( ) sns.stripplot( data=opt_params_values_with_names_df_melt, - x="variable", - y="value", + x="value", + y="variable", hue=TAG, jitter=True, ax=ax[0], - formatter=lambda label: label.lstrip("xcm0"), ) - # TODO Still require this formatter? # Adapt y axis label for normalisation type - y_axis_label = "" + x_axis_label = "" if normalisation_type in ["init", None]: - y_axis_label += "Value normalised by initial value" + x_axis_label += "Value normalised by initial value" elif normalisation_type == "range": - y_axis_label += "Value normalised by parameter range" + x_axis_label += "Value normalised by parameter range" if normalise: - y_axis_label += f", normalised to {normalising_tag}" + x_axis_label += f", normalised to {normalising_tag}" - ax[0].set_ylabel(f"{y_axis_label}") - ax[0].set_xlabel("Optimisation parameter") + ax[0].set_xlabel(f"{x_axis_label}") + ax[0].set_ylabel("Optimisation parameter") ax[0].legend() - ax[0].tick_params("x", labelrotation=90) - ax[0].grid(axis="x") + ax[0].grid() # Plot objf change separately # Melt for seaborn stripplot norm_objf_values_df_melt = norm_objf_values_df.melt(id_vars=TAG) sns.stripplot( data=norm_objf_values_df_melt, - x="variable", - y="value", + x="value", + y="variable", hue=TAG, jitter=True, ax=ax[1], @@ -415,9 +412,8 @@ def _plot_solutions( ax[1].get_legend().remove() # Objective function values are not normalised (no initial value): be explicit - ax[1].set_ylabel("Value") - - ax[1].set_xlabel("Objective\nfunction") + ax[1].set_xlabel("Objective function value") + ax[1].set_ylabel("") if rmse_df is not None: # Ensure solution legend colours are the same: tags match between opt @@ -430,14 +426,15 @@ def _plot_solutions( rmse_df_matched_melt = rmse_df_matched.melt(id_vars=TAG) sns.stripplot( data=rmse_df_matched_melt, - x="variable", - y="value", + x="value", + y="variable", hue=TAG, jitter=True, ax=ax[2], + formatter=lambda label: f"Relative to\n{normalising_tag}", ) + ax[2].set_xlabel("RMS error") ax[2].set_ylabel("") - ax[2].set_xlabel(f"RMS error\nrelative to\n{normalising_tag}") ax[2].get_legend().remove() # Ensure title doesn't overlap plots From dc8c2b987773c943af4bd4912ca3ae252c70f55e Mon Sep 17 00:00:00 2001 From: Jonathan Maddock <78556175+jonmaddock@users.noreply.github.com> Date: Mon, 11 Mar 2024 10:35:17 +0000 Subject: [PATCH 08/13] Add actual value plot option --- examples/data/large_tokamak_2_MFILE.DAT | 18 +- examples/data/large_tokamak_3_MFILE.DAT | 50 +- examples/data/large_tokamak_4_MFILE.DAT | 48 +- examples/plot_solutions.ipynb | 284 ++- process/io/plot_solutions.py | 172 +- .../data/large_tokamak_2_MFILE.DAT | 32 +- .../data/large_tokamak_3_MFILE.DAT | 62 +- .../data/large_tokamak_4_MFILE.DAT | 1801 +++++++++++++++++ 8 files changed, 2280 insertions(+), 187 deletions(-) create mode 100644 tests/integration/data/large_tokamak_4_MFILE.DAT diff --git a/examples/data/large_tokamak_2_MFILE.DAT b/examples/data/large_tokamak_2_MFILE.DAT index 1d6d54a28a..34d606da0d 100644 --- a/examples/data/large_tokamak_2_MFILE.DAT +++ b/examples/data/large_tokamak_2_MFILE.DAT @@ -23,34 +23,34 @@ VMCON_convergence_parameter_____________________________________________ (convergence_parameter)_______ 0.0000E+00 OP Normalised_objective_function___________________________________________ (norm_objf)___________________ 1.6300E+00 OP Number_of_VMCON_iterations______________________________________________ (nviter)______________________ 0 OP - beta____________________________________________________________________ (itvar001)____________________ 3.3648E-02 + beta____________________________________________________________________ (itvar001)____________________ 3.4648E-02 beta_(final_value/initial_value)________________________________________ (xcm001)______________________ 1.3216E+00 beta_(range_normalised)_________________________________________________ (nitvar001)___________________ 4.2681E-02 - dene____________________________________________________________________ (itvar002)____________________ 8.0667E+19 + dene____________________________________________________________________ (itvar002)____________________ 8.0567E+19 dene_(final_value/initial_value)________________________________________ (xcm002)______________________ 1.0756E+00 dene_(range_normalised)_________________________________________________ (nitvar002)___________________ 7.1381E-02 - fwalld__________________________________________________________________ (itvar003)____________________ 5.0758E-01 + fwalld__________________________________________________________________ (itvar003)____________________ 5.0258E-01 fwalld_(final_value/initial_value)______________________________________ (xcm003)______________________ 5.1758E-01 fwalld_(range_normalised)_______________________________________________ (nitvar003)___________________ 7.0709E-01 - ffuspow_________________________________________________________________ (itvar004)____________________ 5.4006E-01 + ffuspow_________________________________________________________________ (itvar004)____________________ 5.6006E-01 ffuspow_(final_value/initial_value)_____________________________________ (xcm004)______________________ 5.4006E-01 ffuspow_(range_normalised)______________________________________________ (nitvar004)___________________ 5.3960E-01 - ftburn__________________________________________________________________ (itvar005)____________________ 9.9940E-01 + ftburn__________________________________________________________________ (itvar005)____________________ 9.8940E-01 ftburn_(final_value/initial_value)______________________________________ (xcm005)______________________ 9.9940E-01 ftburn_(range_normalised)_______________________________________________ (nitvar005)___________________ 7.9940E-01 - flhthresh_______________________________________________________________ (itvar006)____________________ 1.9735E+00 + flhthresh_______________________________________________________________ (itvar006)____________________ 1.7735E+00 flhthresh_(final_value/initial_value)___________________________________ (xcm006)______________________ 1.6735E+00 flhthresh_(range_normalised)____________________________________________ (nitvar006)___________________ 7.4836E-02 - fpinj___________________________________________________________________ (itvar007)____________________ 4.0071E-01 + fpinj___________________________________________________________________ (itvar007)____________________ 3.0071E-01 fpinj_(final_value/initial_value)_______________________________________ (xcm007)______________________ 4.0071E-01 fpinj_(range_normalised)________________________________________________ (nitvar007)___________________ 4.0011E-01 fpnetel_________________________________________________________________ (itvar008)____________________ 1.0000E+00 fpnetel_(final_value/initial_value)_____________________________________ (xcm008)______________________ 1.0000E+00 fpnetel_(range_normalised)______________________________________________ (nitvar008)___________________ 1.0000E+00 - fbetatry________________________________________________________________ (itvar009)____________________ 4.0870E-01 + fbetatry________________________________________________________________ (itvar009)____________________ 4.0370E-01 fbetatry_(final_value/initial_value)____________________________________ (xcm009)______________________ 1.0174E+00 fbetatry_(range_normalised)_____________________________________________ (nitvar009)___________________ 5.0821E-01 - fpeakb__________________________________________________________________ (itvar010)____________________ 8.6988E-01 + fpeakb__________________________________________________________________ (itvar010)____________________ 8.5988E-01 fpeakb_(final_value/initial_value)______________________________________ (xcm010)______________________ 8.6988E-01 fpeakb_(range_normalised)_______________________________________________ (nitvar010)___________________ 8.6975E-01 coheof__________________________________________________________________ (itvar011)____________________ 2.0264E+07 diff --git a/examples/data/large_tokamak_3_MFILE.DAT b/examples/data/large_tokamak_3_MFILE.DAT index 22da4e768f..0b9dbf47db 100644 --- a/examples/data/large_tokamak_3_MFILE.DAT +++ b/examples/data/large_tokamak_3_MFILE.DAT @@ -71,25 +71,25 @@ fvdump__________________________________________________________________ (itvar016)____________________ 9.5837E-01 fvdump_(final_value/initial_value)______________________________________ (xcm016)______________________ 9.5837E-01 fvdump_(range_normalised)_______________________________________________ (nitvar016)___________________ 9.5833E-01 - vdalw___________________________________________________________________ (itvar017)____________________ 9.5837E+00 + vdalw___________________________________________________________________ (itvar017)____________________ 9.4837E+00 vdalw_(final_value/initial_value)_______________________________________ (xcm017)______________________ 9.5837E-01 vdalw_(range_normalised)________________________________________________ (nitvar017)___________________ 7.5837E-01 - fjprot__________________________________________________________________ (itvar018)____________________ 9.9639E-01 + fjprot__________________________________________________________________ (itvar018)____________________ 9.2639E-01 fjprot_(final_value/initial_value)______________________________________ (xcm018)______________________ 9.9639E-01 fjprot_(range_normalised)_______________________________________________ (nitvar018)___________________ 9.7639E-01 - ftmargtf________________________________________________________________ (itvar019)____________________ 9.9673E-01 + ftmargtf________________________________________________________________ (itvar019)____________________ 9.2673E-01 ftmargtf_(final_value/initial_value)____________________________________ (xcm019)______________________ 9.9673E-01 ftmargtf_(range_normalised)_____________________________________________ (nitvar019)___________________ 9.9672E-01 - ftmargoh________________________________________________________________ (itvar020)____________________ 9.9653E-01 + ftmargoh________________________________________________________________ (itvar020)____________________ 9.3653E-01 ftmargoh_(final_value/initial_value)____________________________________ (xcm020)______________________ 9.9653E-01 ftmargoh_(range_normalised)_____________________________________________ (nitvar020)___________________ 9.9652E-01 - ftaulimit_______________________________________________________________ (itvar021)____________________ 7.1930E-01 + ftaulimit_______________________________________________________________ (itvar021)____________________ 7.6930E-01 ftaulimit_(final_value/initial_value)___________________________________ (xcm021)______________________ 7.1930E-01 ftaulimit_(range_normalised)____________________________________________ (nitvar021)___________________ 7.1902E-01 - fmaxvvstress____________________________________________________________ (itvar022)____________________ 4.2966E-01 + fmaxvvstress____________________________________________________________ (itvar022)____________________ 4.5966E-01 fmaxvvstress_(final_value/initial_value)________________________________ (xcm022)______________________ 4.2966E-01 fmaxvvstress_(range_normalised)_________________________________________ (nitvar022)___________________ 5.2909E-01 - foh_stress______________________________________________________________ (itvar023)____________________ 9.0092E-01 + foh_stress______________________________________________________________ (itvar023)____________________ 9.1092E-01 foh_stress_(final_value/initial_value)__________________________________ (xcm023)______________________ 9.3092E-01 foh_stress_(range_normalised)___________________________________________ (nitvar023)___________________ 9.0082E-01 fne0____________________________________________________________________ (itvar024)____________________ 5.9638E-01 @@ -98,22 +98,22 @@ fpsepbqar_______________________________________________________________ (itvar025)____________________ 1.0000E+00 fpsepbqar_(final_value/initial_value)___________________________________ (xcm025)______________________ 1.0000E+00 fpsepbqar_(range_normalised)____________________________________________ (nitvar025)___________________ 1.0000E+00 - fstrcase________________________________________________________________ (itvar026)____________________ 9.9670E-01 + fstrcase________________________________________________________________ (itvar026)____________________ 9.3670E-01 fstrcase_(final_value/initial_value)____________________________________ (xcm026)______________________ 9.9970E-01 fstrcase_(range_normalised)_____________________________________________ (nitvar026)___________________ 9.9670E-01 - fstrcond________________________________________________________________ (itvar027)____________________ 8.5185E-01 + fstrcond________________________________________________________________ (itvar027)____________________ 8.4185E-01 fstrcond_(final_value/initial_value)____________________________________ (xcm027)______________________ 8.5185E-01 fstrcond_(range_normalised)_____________________________________________ (nitvar027)___________________ 8.5171E-01 - bt______________________________________________________________________ (itvar028)____________________ 5.2940E+00 + bt______________________________________________________________________ (itvar028)____________________ 5.1940E+00 bt_(final_value/initial_value)__________________________________________ (xcm028)______________________ 9.2877E-01 bt_(range_normalised)___________________________________________________ (nitvar028)___________________ 1.7619E-01 - rmajor__________________________________________________________________ (itvar029)____________________ 8.0000E+00 + rmajor__________________________________________________________________ (itvar029)____________________ 8.7000E+00 rmajor_(final_value/initial_value)______________________________________ (xcm029)______________________ 1.0000E+00 rmajor_(range_normalised)_______________________________________________ (nitvar029)___________________ 0.0000E+00 - te______________________________________________________________________ (itvar030)____________________ 1.2489E+01 + te______________________________________________________________________ (itvar030)____________________ 1.1489E+01 te_(final_value/initial_value)__________________________________________ (xcm030)______________________ 1.0407E+00 te_(range_normalised)___________________________________________________ (nitvar030)___________________ 7.3903E-02 - hfact___________________________________________________________________ (itvar031)____________________ 1.1886E+00 + hfact___________________________________________________________________ (itvar031)____________________ 1.6886E+00 hfact_(final_value/initial_value)_______________________________________ (xcm031)______________________ 1.0805E+00 hfact_(range_normalised)________________________________________________ (nitvar031)___________________ 9.8961E-01 tfcth___________________________________________________________________ (itvar032)____________________ 1.2000E+00 @@ -122,40 +122,40 @@ ohcth___________________________________________________________________ (itvar033)____________________ 5.7587E-01 ohcth_(final_value/initial_value)_______________________________________ (xcm033)______________________ 1.1517E+00 ohcth_(range_normalised)________________________________________________ (nitvar033)___________________ 2.8441E-02 - q_______________________________________________________________________ (itvar034)____________________ 3.5961E+00 + q_______________________________________________________________________ (itvar034)____________________ 3.8961E+00 q_(final_value/initial_value)___________________________________________ (xcm034)______________________ 1.0275E+00 q_(range_normalised)____________________________________________________ (nitvar034)___________________ 1.2684E-02 - bore____________________________________________________________________ (itvar035)____________________ 1.9854E+00 + bore____________________________________________________________________ (itvar035)____________________ 1.1854E+00 bore_(final_value/initial_value)________________________________________ (xcm035)______________________ 9.9271E-01 bore_(range_normalised)_________________________________________________ (nitvar035)___________________ 1.9045E-01 - fvsbrnni________________________________________________________________ (itvar036)____________________ 4.3358E-01 + fvsbrnni________________________________________________________________ (itvar036)____________________ 4.5358E-01 fvsbrnni_(final_value/initial_value)____________________________________ (xcm036)______________________ 1.0839E+00 fvsbrnni_(range_normalised)_____________________________________________ (nitvar036)___________________ 4.3301E-01 - tdmptf__________________________________________________________________ (itvar037)____________________ 1.8429E+01 + tdmptf__________________________________________________________________ (itvar037)____________________ 1.2429E+01 tdmptf_(final_value/initial_value)______________________________________ (xcm037)______________________ 7.3716E-01 tdmptf_(range_normalised)_______________________________________________ (nitvar037)___________________ 1.8347E-01 - thkcas__________________________________________________________________ (itvar038)____________________ 2.8216E-01 + thkcas__________________________________________________________________ (itvar038)____________________ 2.9216E-01 thkcas_(final_value/initial_value)______________________________________ (xcm038)______________________ 5.6431E-01 thkcas_(range_normalised)_______________________________________________ (nitvar038)___________________ 2.4437E-01 - thwcndut________________________________________________________________ (itvar039)____________________ 8.0099E-03 + thwcndut________________________________________________________________ (itvar039)____________________ 8.2099E-03 thwcndut_(final_value/initial_value)____________________________________ (xcm039)______________________ 1.0012E+00 thwcndut_(range_normalised)_____________________________________________ (nitvar039)___________________ 1.0716E-04 - fcutfsu_________________________________________________________________ (itvar040)____________________ 8.4212E-01 + fcutfsu_________________________________________________________________ (itvar040)____________________ 8.3212E-01 fcutfsu_(final_value/initial_value)_____________________________________ (xcm040)______________________ 1.0526E+00 fcutfsu_(range_normalised)______________________________________________ (nitvar040)___________________ 7.7755E-01 - cpttf___________________________________________________________________ (itvar041)____________________ 8.9795E+04 + cpttf___________________________________________________________________ (itvar041)____________________ 8.8795E+04 cpttf_(final_value/initial_value)_______________________________________ (xcm041)______________________ 1.3815E+00 cpttf_(range_normalised)________________________________________________ (nitvar041)___________________ 9.9182E-01 - ralpne__________________________________________________________________ (itvar042)____________________ 8.3954E-02 + ralpne__________________________________________________________________ (itvar042)____________________ 8.1954E-02 ralpne_(final_value/initial_value)______________________________________ (xcm042)______________________ 8.3954E-01 ralpne_(range_normalised)_______________________________________________ (nitvar042)___________________ 6.7908E-01 - oh_steel_frac___________________________________________________________ (itvar043)____________________ 5.1868E-01 + oh_steel_frac___________________________________________________________ (itvar043)____________________ 5.2868E-01 oh_steel_frac_(final_value/initial_value)_______________________________ (xcm043)______________________ 6.4835E-01 oh_steel_frac_(range_normalised)________________________________________ (nitvar043)___________________ 5.4550E-01 - fimp(13)________________________________________________________________ (itvar044)____________________ 5.7149E-04 + fimp(13)________________________________________________________________ (itvar044)____________________ 5.3149E-04 fimp(13)_(final_value/initial_value)____________________________________ (xcm044)______________________ 1.5039E+00 fimp(13)_(range_normalised)_____________________________________________ (nitvar044)___________________ 5.7148E-02 - dr_tf_wp________________________________________________________________ (itvar045)____________________ 5.0416E-01 + dr_tf_wp________________________________________________________________ (itvar045)____________________ 5.7416E-01 dr_tf_wp_(final_value/initial_value)____________________________________ (xcm045)______________________ 1.0083E+00 dr_tf_wp_(range_normalised)_____________________________________________ (nitvar045)___________________ 6.5100E-02 Beta_consistency__________________normalised_residue____________________ (normres001)__________________ 6.5770E-07 diff --git a/examples/data/large_tokamak_4_MFILE.DAT b/examples/data/large_tokamak_4_MFILE.DAT index 4b67e928f6..d8f112197b 100644 --- a/examples/data/large_tokamak_4_MFILE.DAT +++ b/examples/data/large_tokamak_4_MFILE.DAT @@ -23,40 +23,40 @@ VMCON_convergence_parameter_____________________________________________ (convergence_parameter)_______ 0.0000E+00 OP Normalised_objective_function___________________________________________ (norm_objf)___________________ 1.5200E+00 OP Number_of_VMCON_iterations______________________________________________ (nviter)______________________ 0 OP - beta____________________________________________________________________ (itvar001)____________________ 3.3648E-02 + beta____________________________________________________________________ (itvar001)____________________ 3.7648E-02 beta_(final_value/initial_value)________________________________________ (xcm001)______________________ 1.1216E+00 beta_(range_normalised)_________________________________________________ (nitvar001)___________________ 3.2681E-02 - dene____________________________________________________________________ (itvar002)____________________ 8.0667E+19 + dene____________________________________________________________________ (itvar002)____________________ 8.3667E+19 dene_(final_value/initial_value)________________________________________ (xcm002)______________________ 1.0756E+00 dene_(range_normalised)_________________________________________________ (nitvar002)___________________ 7.1381E-02 - fwalld__________________________________________________________________ (itvar003)____________________ 5.0758E-01 + fwalld__________________________________________________________________ (itvar003)____________________ 5.5758E-01 fwalld_(final_value/initial_value)______________________________________ (xcm003)______________________ 5.0758E-01 fwalld_(range_normalised)_______________________________________________ (nitvar003)___________________ 4.0709E-01 - ffuspow_________________________________________________________________ (itvar004)____________________ 5.4006E-01 + ffuspow_________________________________________________________________ (itvar004)____________________ 5.7006E-01 ffuspow_(final_value/initial_value)_____________________________________ (xcm004)______________________ 5.5006E-01 ffuspow_(range_normalised)______________________________________________ (nitvar004)___________________ 5.3960E-01 - ftburn__________________________________________________________________ (itvar005)____________________ 9.9940E-01 + ftburn__________________________________________________________________ (itvar005)____________________ 9.2940E-01 ftburn_(final_value/initial_value)______________________________________ (xcm005)______________________ 9.7940E-01 ftburn_(range_normalised)_______________________________________________ (nitvar005)___________________ 9.9940E-01 - flhthresh_______________________________________________________________ (itvar006)____________________ 1.6735E+00 + flhthresh_______________________________________________________________ (itvar006)____________________ 1.9735E+00 flhthresh_(final_value/initial_value)___________________________________ (xcm006)______________________ 1.5735E+00 flhthresh_(range_normalised)____________________________________________ (nitvar006)___________________ 7.4836E-02 - fpinj___________________________________________________________________ (itvar007)____________________ 4.0071E-01 + fpinj___________________________________________________________________ (itvar007)____________________ 4.3071E-01 fpinj_(final_value/initial_value)_______________________________________ (xcm007)______________________ 3.8071E-01 fpinj_(range_normalised)________________________________________________ (nitvar007)___________________ 4.0011E-01 - fpnetel_________________________________________________________________ (itvar008)____________________ 1.0000E+00 + fpnetel_________________________________________________________________ (itvar008)____________________ 1.7000E+00 fpnetel_(final_value/initial_value)_____________________________________ (xcm008)______________________ 1.0000E+00 fpnetel_(range_normalised)______________________________________________ (nitvar008)___________________ 1.0000E+00 - fbetatry________________________________________________________________ (itvar009)____________________ 5.0870E-01 + fbetatry________________________________________________________________ (itvar009)____________________ 5.3870E-01 fbetatry_(final_value/initial_value)____________________________________ (xcm009)______________________ 1.0174E+00 fbetatry_(range_normalised)_____________________________________________ (nitvar009)___________________ 5.0821E-01 - fpeakb__________________________________________________________________ (itvar010)____________________ 8.6988E-01 + fpeakb__________________________________________________________________ (itvar010)____________________ 8.5988E-01 fpeakb_(final_value/initial_value)______________________________________ (xcm010)______________________ 8.4988E-01 fpeakb_(range_normalised)_______________________________________________ (nitvar010)___________________ 8.6975E-01 - coheof__________________________________________________________________ (itvar011)____________________ 2.0264E+07 + coheof__________________________________________________________________ (itvar011)____________________ 2.4264E+07 coheof_(final_value/initial_value)______________________________________ (xcm011)______________________ 1.3510E+00 coheof_(range_normalised)_______________________________________________ (nitvar011)___________________ 2.6185E-01 - fjohc___________________________________________________________________ (itvar012)____________________ 5.5541E-01 + fjohc___________________________________________________________________ (itvar012)____________________ 5.1541E-01 fjohc_(final_value/initial_value)_______________________________________ (xcm012)______________________ 9.7569E-01 fjohc_(range_normalised)________________________________________________ (nitvar012)___________________ 5.5092E-01 fjohc0__________________________________________________________________ (itvar013)____________________ 5.4190E-01 @@ -68,49 +68,49 @@ fiooic__________________________________________________________________ (itvar015)____________________ 7.1737E-01 fiooic_(final_value/initial_value)______________________________________ (xcm015)______________________ 1.1036E+00 fiooic_(range_normalised)_______________________________________________ (nitvar015)___________________ 7.1709E-01 - fvdump__________________________________________________________________ (itvar016)____________________ 9.5837E-01 + fvdump__________________________________________________________________ (itvar016)____________________ 9.1837E-01 fvdump_(final_value/initial_value)______________________________________ (xcm016)______________________ 9.5837E-01 fvdump_(range_normalised)_______________________________________________ (nitvar016)___________________ 9.5833E-01 vdalw___________________________________________________________________ (itvar017)____________________ 9.5837E+00 vdalw_(final_value/initial_value)_______________________________________ (xcm017)______________________ 9.8837E-01 vdalw_(range_normalised)________________________________________________ (nitvar017)___________________ 9.5837E-01 - fjprot__________________________________________________________________ (itvar018)____________________ 9.9639E-01 + fjprot__________________________________________________________________ (itvar018)____________________ 9.1639E-01 fjprot_(final_value/initial_value)______________________________________ (xcm018)______________________ 9.9639E-01 fjprot_(range_normalised)_______________________________________________ (nitvar018)___________________ 9.9639E-01 - ftmargtf________________________________________________________________ (itvar019)____________________ 9.9673E-01 + ftmargtf________________________________________________________________ (itvar019)____________________ 9.6673E-01 ftmargtf_(final_value/initial_value)____________________________________ (xcm019)______________________ 9.2673E-01 ftmargtf_(range_normalised)_____________________________________________ (nitvar019)___________________ 9.9672E-01 - ftmargoh________________________________________________________________ (itvar020)____________________ 9.9653E-01 + ftmargoh________________________________________________________________ (itvar020)____________________ 9.7653E-01 ftmargoh_(final_value/initial_value)____________________________________ (xcm020)______________________ 9.9653E-01 ftmargoh_(range_normalised)_____________________________________________ (nitvar020)___________________ 9.7652E-01 - ftaulimit_______________________________________________________________ (itvar021)____________________ 7.1930E-01 + ftaulimit_______________________________________________________________ (itvar021)____________________ 7.2930E-01 ftaulimit_(final_value/initial_value)___________________________________ (xcm021)______________________ 7.1930E-01 ftaulimit_(range_normalised)____________________________________________ (nitvar021)___________________ 6.1902E-01 - fmaxvvstress____________________________________________________________ (itvar022)____________________ 4.2966E-01 + fmaxvvstress____________________________________________________________ (itvar022)____________________ 4.8966E-01 fmaxvvstress_(final_value/initial_value)________________________________ (xcm022)______________________ 4.2966E-01 fmaxvvstress_(range_normalised)_________________________________________ (nitvar022)___________________ 4.2909E-01 - foh_stress______________________________________________________________ (itvar023)____________________ 9.0092E-01 + foh_stress______________________________________________________________ (itvar023)____________________ 9.1092E-01 foh_stress_(final_value/initial_value)__________________________________ (xcm023)______________________ 9.3092E-01 foh_stress_(range_normalised)___________________________________________ (nitvar023)___________________ 9.0082E-01 - fne0____________________________________________________________________ (itvar024)____________________ 5.9638E-01 + fne0____________________________________________________________________ (itvar024)____________________ 5.8638E-01 fne0_(final_value/initial_value)________________________________________ (xcm024)______________________ 4.9638E-01 fne0_(range_normalised)_________________________________________________ (nitvar024)___________________ 5.9598E-01 fpsepbqar_______________________________________________________________ (itvar025)____________________ 1.0000E+00 fpsepbqar_(final_value/initial_value)___________________________________ (xcm025)______________________ 1.0000E+00 fpsepbqar_(range_normalised)____________________________________________ (nitvar025)___________________ 1.0000E+00 - fstrcase________________________________________________________________ (itvar026)____________________ 9.9670E-01 + fstrcase________________________________________________________________ (itvar026)____________________ 9.1670E-01 fstrcase_(final_value/initial_value)____________________________________ (xcm026)______________________ 9.3970E-01 fstrcase_(range_normalised)_____________________________________________ (nitvar026)___________________ 9.5670E-01 - fstrcond________________________________________________________________ (itvar027)____________________ 8.5185E-01 + fstrcond________________________________________________________________ (itvar027)____________________ 8.8185E-01 fstrcond_(final_value/initial_value)____________________________________ (xcm027)______________________ 8.5185E-01 fstrcond_(range_normalised)_____________________________________________ (nitvar027)___________________ 8.5171E-01 bt______________________________________________________________________ (itvar028)____________________ 5.2940E+00 bt_(final_value/initial_value)__________________________________________ (xcm028)______________________ 9.2877E-01 bt_(range_normalised)___________________________________________________ (nitvar028)___________________ 1.7619E-01 - rmajor__________________________________________________________________ (itvar029)____________________ 8.0000E+00 + rmajor__________________________________________________________________ (itvar029)____________________ 8.7000E+00 rmajor_(final_value/initial_value)______________________________________ (xcm029)______________________ 1.0000E+00 rmajor_(range_normalised)_______________________________________________ (nitvar029)___________________ 0.0000E+00 - te______________________________________________________________________ (itvar030)____________________ 1.2489E+01 + te______________________________________________________________________ (itvar030)____________________ 1.1489E+01 te_(final_value/initial_value)__________________________________________ (xcm030)______________________ 1.0407E+00 te_(range_normalised)___________________________________________________ (nitvar030)___________________ 7.3903E-02 hfact___________________________________________________________________ (itvar031)____________________ 1.1886E+00 diff --git a/examples/plot_solutions.ipynb b/examples/plot_solutions.ipynb index fe361752ee..0abce1abba 100644 --- a/examples/plot_solutions.ipynb +++ b/examples/plot_solutions.ipynb @@ -20,18 +20,9 @@ }, { "cell_type": "code", - "execution_count": 82, + "execution_count": 1, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The autoreload extension is already loaded. To reload it, use:\n", - " %reload_ext autoreload\n" - ] - } - ], + "outputs": [], "source": [ "# Reload Process each time (keep editable install up-to-date)\n", "%load_ext autoreload\n", @@ -52,7 +43,7 @@ }, { "cell_type": "code", - "execution_count": 83, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -145,15 +136,15 @@ "[1 rows x 93 columns]" ] }, - "execution_count": 83, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -184,7 +175,7 @@ }, { "cell_type": "code", - "execution_count": 84, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -305,15 +296,15 @@ "[2 rows x 93 columns]" ] }, - "execution_count": 84, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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" + "
" ] }, "metadata": {}, @@ -344,7 +335,7 @@ }, { "cell_type": "code", - "execution_count": 85, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -465,15 +456,15 @@ "[2 rows x 93 columns]" ] }, - "execution_count": 85, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" + "
" ] }, "metadata": {}, @@ -501,7 +492,7 @@ }, { "cell_type": "code", - "execution_count": 86, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -650,15 +641,15 @@ "[3 rows x 93 columns]" ] }, - "execution_count": 86, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -691,7 +682,7 @@ }, { "cell_type": "code", - "execution_count": 87, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -868,15 +859,15 @@ "[4 rows x 93 columns]" ] }, - "execution_count": 87, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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+JynnVbBgQZ3PXpkyZZRmzZq99VxelxL/+vXra53b//73P8XU1FTz3WDo9xSgLF68WOtYmfmdo++3AlAmTpyoee3o6KgMHDgw1dgY8r63atVKsbKyUm7cuKEpu3jxomJqaqqk5ac5tc9XcHCwAii//PKLpiwhIUGpVq2aYmdnp8TExLxxv69/5xn6++Dg4KD5rU7RokULxcbGRrl9+7am7MqVK4qZmZnWuV6/fl0xNTVVpk2bprX9uXPnFDMzM53y182aNUvv97Mh3/ne3t6az8XcuXMVlUqlTJkyRWu7Fy9e6PwWXbt2TbG0tFQmT56sKUv5/JUsWVLre6Nz586KSqVSmjRporWPatWqvbW9oiiK0qhRI6VgwYJaZWmptyHq16+vODg4KFFRUeneR2bI8sMJHj16xIQJExg/frzev9rS49XxZFFRUTx58oRatWrp3BICqFOnDsWLF9cq27ZtG9WqVdP6C9TZ2ZmuXbtqrbdz506io6Pp3LkzDx8+1PxnampKlSpVdG7HpNWuXbtISEhg2LBhWuPaevfujYODg84tRYBVq1bRsWNH+vbty3fffae1nampqWbMklqt5vHjxyQlJVGxYkW9MWnfvr2mRxOgSpUqAHzyySdaD0FUqVKFhIQErSfGX43906dPefjwIbVq1SIuLo6///7boHrrk1Kv7du369xeT7F161YAhg8frlU+YsQIAL3xe5/u3r3LmTNnCAgIwNnZWVNeunRpGjRooKnvq/r166f1ulatWjx69IiYmBgATW/F77//rnX7/G3KlSuHnZ0d+/fvB172uObLl49u3bpx6tQp4uLiUBSFgwcPam7fp1ePHj20xsql7O/ff/9N0/b169fHzc0NLy8v2rVrh62tLZs2bSJfvnypbtOlSxfWr19PQkIC69atw9TUVKfXMkWDBg04fPgwH3/8MWfPnuXrr7+mUaNG5M2bV2tohT5nzpzhypUrdOnShUePHmk++8+ePeOjjz5i//79Ou/L6+9pigIFCtCoUSOtsq1bt1K5cmXNsAN42RPXp08frl+/rrmFm6J79+4642idnJy4cOECV65ceeO5pKZPnz5at4Jr1apFcnIyN27cAAz/nrK0tKRHjx56j5WZ3zlv4uTkxNGjR7lz547e5Wl935OTk9m+fTutWrUif/78mu2LFSum814bauvWrXh4eNC5c2dNmbm5OUOGDCE2NpZ9+/YZtD9Dfx/atm2r9VudnJzMrl27aNWqlVYPZaFChWjSpInWtuvXr0etVtOhQwet30wPDw/8/PzS/ZuZnu/8r7/+mqFDhzJz5ky+/PJLrWWWlpaaazo5OZlHjx5phmzpi0m3bt207jpUqVIFRVH47LPPtNarUqUKN2/e1Bou9+r1++TJEx4+fEidOnX4999/tYbIpaXeaTV9+nR27drFV199leUfkMvyjdgvv/wSZ2fnDH0SePPmzVStWhUrKyucnZ1xc3Nj0aJFei+IAgUK6JTduHGDQoUK6ZS/Xpby41CvXj3c3Ny0/tuxY0e6Hw5J+ZEoUqSIVrmFhQUFCxbULE9x7do1PvnkE9q2bcv8+fP1jkFatmwZpUuX1oyNc3NzY8uWLXpj8uqXLvzXcPTy8tJbHhUVpSm7cOECrVu3xtHREQcHB9zc3Pjkk08AdI6Vlnq/rkCBAgwfPpwffvgBV1dXGjVqxLfffqu17xs3bmBiYqLzfnl4eODk5KQTv/cttfcTXv6opfwIvur19yDlFnpKrDt27EiNGjXo1asXuXPnplOnTqxdu/atDVpTU1OqVavGgQMHgJeN2Fq1alGzZk2Sk5M5cuQIFy9e5PHjx+/ciH3bObzNt99+y86dO1m3bh1Nmzbl4cOHeof0vCplbPSff/7JihUraN68Ofb29qmuX6lSJdavX09UVBTHjh1jzJgxPH36lHbt2uk0FF+V8tnv3r27zmf/hx9+ID4+Xud61/ddk1r5jRs3Ur1eUpa/bR+TJ08mOjqawoULU6pUKUaNGsVff/2V6jm97m3vn6HfU3nz5k31AaDM+s55m6+//prz58/j5eVF5cqVCQwM1PqjK63v+4MHD3j+/Lnead/0va+GuHHjBn5+fjp/8Kd2baSFIb8Pr19rkZGRPH/+PM2/mYqi4OfnpxO/S5cuvdNvpiHf+fv27WP06NGMHj1a73hStVrNnDlz8PPzw9LSEldXV9zc3Pjrr7/e+TdTrVZr7SMsLIz69etrnpVwc3PTPNvw+rHeVu+0WLNmDV9++SU9e/akf//+6dpHZsrSY2KvXLnCkiVLCA4O1vrL98WLFyQmJnL9+nUcHBy0eq/eJmVcX+3atVm4cCGenp6Ym5uzdOlSVq5cqbP+uzwFnNJgWL58OR4eHjrLM2vqFk9PTzw9Pdm6dSsnTpzQPNGd4pdffiEgIIBWrVoxatQo3N3dMTU1ZcaMGXofkkltPGpq5cr/j++Ljo6mTp06ODg4MHnyZHx9fbGysuLUqVOMHj1ap4H1tnqnJigoiICAAH7//Xd27NjBkCFDmDFjBkeOHNHqpUvPtCGpbZOWh0Qy0ttibW1tzf79+9m7dy9btmxh27ZtrFmzhnr16rFjx45UtweoWbMm06ZN48WLFxw4cIBx48bh5OREyZIlOXDggGbM3rs2Yt92Dm9TuXJlzTXRqlUratasSZcuXbh8+XKq4489PT3x9/cnKCiIsLAwnRkJUmNhYUGlSpWoVKkShQsXpkePHvz6669MnDhR7/op1/KsWbN0xgymeL2OqX3XvMt30Jv2Ubt2bcLDwzWfkx9++IE5c+awePFievXq9dZ9vuv7l5Y6vu1YGf2d8zYdOnSgVq1abNiwgR07djBr1ixmzpzJ+vXradKkSZrf97Q8TJRVGPr78K6/mSkPjOp7b9/0XEFapPU7v0SJEkRHR7N8+XL69u2r0zCfPn0648eP57PPPmPKlCk4OztjYmLCsGHD9F5T6b1+w8PD+eijjyhatCjffPMNXl5eWFhYsHXrVubMmaNzrLfV+2127txJt27daNasGYsXLzZoW2PJ0o3Y27dvo1arGTJkCEOGDNFZXqBAAYYOHWrQjAW//fYbVlZWbN++XavXZunSpWneh7e3t96nqF8v8/X1BV4+yZyeKSpS+8B5e3sDLx/4KFiwoKY8ISGBa9eu6RzLysqKzZs3U69ePRo3bsy+ffsoUaKEZvm6desoWLAg69ev1zpmaj/Q6RUaGsqjR49Yv349tWvX1pRfu3ZN7/pvq/eblCpVilKlSvHll19y6NAhatSoweLFi5k6dSre3t6o1WquXLmi6Z0AuH//PtHR0Zr46pPS2/T609X6ejfS+oX56vv5ur///htXV9d0zY1sYmLCRx99xEcffcQ333zD9OnTGTduHHv37n3j9VirVi0SEhJYtWoVt2/f1jRWa9eurWnEFi5c+K0PoGTm3IIpP6p169ZlwYIFfPHFF6mu26VLF3r16oWTkxNNmzY1+FgpDee7d++muk7KZ9/BweG9TE/j7e2d6vWSsjwtnJ2d6dGjBz169CA2NpbatWsTGBiYpkZsWuoIaf+eeh8M/c5JC09PTwYMGMCAAQOIjIykfPnyTJs2jSZNmqT5fXdzc8Pa2lrvUA5976s+b/p9+Ouvv1Cr1Vq9sYZeGyne9ffB3d1dM0/z6/T9ZiqKQoECBShcuLBB9YQ3x8SQ73xXV1fWrVtHzZo1+eijjzh48KDWUIh169ZRt25dfvzxR63toqOjM/RBqD/++IP4+Hg2bdqk1Zub2rCKt9X7TY4ePUrr1q2pWLEia9euzbLzI78uSw8nKFmyJBs2bND5r0SJEuTPn58NGzbQs2dPg/ZpamqKSqXS6jm7fv06GzduTPM+GjVqxOHDhzlz5oym7PHjx6xYsUJnPQcHB6ZPn05iYqLOfvRNR/OqlIbL6w2m+vXrY2Fhwbx587R6PX788UeePHmiM8MCvLxNsX37ds2UMK/+BZ3y1+Cr+zp69CiHDx9+Y/0Mpe84CQkJLFy4MNVt3lRvfWJiYnSm3ypVqhQmJiaa3o+Uhsvrf/x88803AHrjlyLlRyplzCi87IVdsmSJzrq2trZpul3p6elJ2bJlWbZsmdZ7ff78eXbs2JGuhtbr0wwBmp6ht/UCValSBXNzc2bOnImzs7PmD4datWpx5MgR9u3bl6Ze2LSef0bx9/encuXKBAcHvzHTTLt27Zg4cSILFy584/yVe/fu1durmDK+7k23fStUqICvry+zZ88mNjZWZ/nbPvtv07RpU44dO6b1GX327BlLlizBx8dHZxy/Po8ePdJ6bWdnR6FChTKslzA931MZLT3fOalJTk7WuZ7d3d3JkyePJmZpfd9NTU1p1KgRGzduJCIiQrP80qVLbN++PU31Se3z1bRpU+7du6c1S0RSUhLz58/Hzs6OOnXqpGn/Kd7198HU1JT69euzceNGrTuqV69e1UzRl6JNmzaYmpoyadIknc+eoig61+zrUvvNTM93fr58+di1axfPnz+nQYMGWsc2NTXVqd+vv/6qN2Pgu9AX+ydPnryx0+1N9U7NpUuXaNasGT4+PmzevDlD7v5klizd1HZ1daVVq1Y65SkXor5lb9OsWTO++eYbGjduTJcuXYiMjOTbb7+lUKFCaR4P9vnnn/PLL7/QoEEDBg8erJliK3/+/Dx+/Fjz16CDgwOLFi3i008/pXz58nTq1Ak3NzciIiLYsmULNWrUYMGCBakep2zZspiamjJz5kyePHmCpaWlZr64MWPGMGnSJBo3bszHH3/M5cuXWbhwIZUqVdKM93qdq6urZu7Q+vXrc/DgQfLmzUvz5s1Zv349rVu3plmzZly7do3FixdTvHhxvV/E6VW9enVy5cpF9+7dGTJkCCqViuXLl7/19mNq9dZnz549DBo0iPbt21O4cGGSkpJYvnw5pqamtG3bFoAyZcrQvXt3lixZorndeOzYMZYtW0arVq2oW7duqnUpUaIEVatWZcyYMTx+/BhnZ2dWr16td97aChUqsGbNGoYPH06lSpWws7OjRYsWevc7a9YsmjRpQrVq1ejZs6dmii1HR8d05W6fPHky+/fvp1mzZnh7exMZGcnChQvJly+f1sNA+tjY2FChQgWOHDmimSMWXvbEPnv2jGfPnqWpEWvI+WeUUaNG0b59e0JCQlJ9UCqtMR08eDBxcXG0bt2aokWLkpCQwKFDh1izZg0+Pj6pPoQEL3vBf/jhB5o0aUKJEiXo0aMHefPm5fbt2+zduxcHBwf++OOP9J4mX3zxBatWraJJkyYMGTIEZ2dnli1bxrVr1/jtt9/SlMigePHi+Pv7U6FCBZydnTlx4oRm+qiM4Obmlq7vqYyU3u8cfZ4+fUq+fPlo164dZcqUwc7Ojl27dnH8+HGCgoIAw973SZMmsW3bNmrVqsWAAQM0Dc0SJUqk6bcotc9Xnz59+O677wgICODkyZP4+Piwbt06wsLCCA4OfuMYcH0y4vchMDCQHTt2UKNGDfr3709ycjILFiygZMmSWp1Bvr6+TJ06lTFjxnD9+nVatWqFvb09165dY8OGDfTp04eRI0e+MSbwcgqyTp06YW5uTosWLdL9nV+oUCF27NiBv78/jRo1Ys+ePTg4ONC8eXMmT55Mjx49qF69OufOnWPFihVadxwyQsOGDbGwsKBFixb07duX2NhYvv/+e9zd3d94Jyi1euvz9OlTGjVqRFRUFKNGjdJ5yM3X15dq1apl6HllqEycCSHDvOsUWz/++KPi5+enWFpaKkWLFlWWLl2qmebmVUCq06mcPn1aqVWrlmJpaanky5dPmTFjhjJv3jwFUO7du6e17t69e5VGjRopjo6OipWVleLr66sEBAQoJ06ceGv9v//+e6VgwYKaaVdencJowYIFStGiRRVzc3Mld+7cSv/+/XWmw9AXq6tXryqenp5KsWLFlAcPHihqtVqZPn264u3trVhaWirlypVTNm/erBO7lClUZs2apXN+6JnWKmUqnuPHj2vKwsLClKpVqyrW1tZKnjx5NNMWvX5uaam3Pv/++6/y2WefKb6+voqVlZXi7Oys1K1bV9m1a5fWeomJicqkSZOUAgUKKObm5oqXl5cyZswYrSl3Uurx6nQziqIo4eHhSv369RVLS0sld+7cytixY5WdO3fqnENsbKzSpUsXxcnJSQE0sdQ3xZaiKMquXbuUGjVqKNbW1oqDg4PSokUL5eLFi1rrpFynr5//61N/7d69W2nZsqWSJ08excLCQsmTJ4/SuXNn5Z9//tEbt9eNGjVKAZSZM2dqlRcqVEgBlPDwcK1yfVNspXb+qV0vqcXldfquqxTJycmKr6+v4uvrqyQlJSmKkrbvC311+vPPP5XPPvtMKVq0qGJnZ6dYWFgohQoVUgYPHqzcv3//jftLcfr0aaVNmzaKi4uLYmlpqXh7eysdOnRQdu/erVkntfdUUbSnzXldeHi40q5dO8XJyUmxsrJSKleurGzevPmt55Vi6tSpSuXKlRUnJyfF2tpaKVq0qDJt2rS3TiGWWvz1XQOKkv7vKUXJ3O+ct02xFR8fr4waNUopU6aMYm9vr9ja2iplypRRFi5cqFPvtLzviqIo+/btUypUqKBYWFgoBQsWVBYvXqz3t0if1D5fiqIo9+/fV3r06KG4uroqFhYWSqlSpd76uUrx+nfeu/4+pNi9e7dSrlw5xcLCQvH19VV++OEHZcSIEYqVlZXOur/99ptSs2ZNxdbWVrG1tVWKFi2qDBw4ULl8+fJb6z9lyhQlb968iomJidZ3Ylq/8/V95o4eParY29srtWvXVuLi4pQXL14oI0aMUDw9PRVra2ulRo0ayuHDh3ViZ8h1qij6vws2bdqklC5dWrGyslJ8fHyUmTNnKj/99JPOVGJpqbc+Ke9bav917979TeE2OpWipHMUvtAxbNgwvvvuO2JjY9/44IwQQgjxoWvVqtU7TfMmRJYeE5uVPX/+XOv1o0ePWL58OTVr1pQGrBBCCPGK138zr1y5wtatW/H39zdOhUSOID2x6VS2bFn8/f0pVqwY9+/f58cff+TOnTvs3r1b6ylYIYQQ4kPn6elJQECAZo7gRYsWER8fz+nTp/XOlytEWmTpB7uysqZNm7Ju3TqWLFmCSqWifPny/Pjjj9KAFUIIIV7TuHFjVq1axb1797C0tKRatWpMnz5dGrDinUhPrBBCCCGEyHZkTKwQQgghhMh2pBErhBBCCCGyHWnECiGEEEKIbEcasUIIIYQQItuRRqwQQgghhMh2pBErhBBCCCGyHWnECiGEEEKIbEcasUIIIYQQItuRRqwQQgghhMh2pBErhBBCCCGyHWnECiGEEEKIbMfM2BUQWYtarebOnTvY29ujUqmMXR0hhBBCfAAUReHp06fkyZMHE5O09bFKI1ZouXPnDl5eXsauhhBCCCE+QDdv3iRfvnxpWlcasUbg7+9P2bJlCQ4ONnZVdNjb2wMvLyIHB4dMP35iYiI7duygYcOGmJubZ/rxsyOJmWEkXobLjjFTFIWYsMM8Pn8Zx8IFyVWnJipT00w7fnaMmTFJvAyX02IWExODl5eXph2SFtKIzYZCQkIYNmwY0dHRGb7vlCEEDg4ORmvE2tjY4ODgkCM+lJlBYmYYiZfhslvMkmNjOdr+E3Jdu4wF8By46+lNhV9XYOHqkil1yG4xA+DpPbi4CdRJULQp5PLJtENny3gZWU6NmSFDGeXBLiGEEDnKgXEzyHXtslaZ090bHBgVaJwKZQd//QrBpeDPUbB9DMwrB4e/NXathHgjacQaSVJSEoMGDcLR0RFXV1fGjx+PoigAxMfHM3LkSPLmzYutrS1VqlQhNDQUgNDQUHr06MGTJ09QqVSoVCoCAwMBWL58ORUrVsTe3h4PDw+6dOlCZGSkkc5QCCGMwzxsj95y5+P7M7km2UTcY9g0CJIT/itT1LB9HDy8arx6CfEWMpzASJYtW0bPnj05duwYJ06coE+fPuTPn5/evXszaNAgLl68yOrVq8mTJw8bNmygcePGnDt3jurVqxMcHMyECRO4fPllT4OdnR3w8tbClClTKFKkCJGRkQwfPpyAgAC2bt2aaj3i4+OJj4/XvI6JidHsKzEx8T1GQL+UYxrj2NmVxMwwEi/DZbeYKcSlUp6UaeeQnWKmurQFs6QXepYoJJ9fj7rG/957HbJTvLKKnBaz9JyHSknp/hOZxt/fn8jISC5cuKAZ+/HFF1+wadMmtm3bRsGCBYmIiCBPnjyaberXr0/lypWZPn16msfEnjhxgkqVKvH06VNNQ/d1gYGBTJo0Sad85cqV2NjYpP8khRDCSK78OpFmJ+J1yveWMiXvJ9OMUKOszevRQcpHLNG77KJne654tMjkGokPUVxcHF26dOHJkydpfiZHemKNpGrVqlqDl6tVq0ZQUBDnzp0jOTmZwoULa60fHx+Pi8ubH0g4efIkgYGBnD17lqioKNRqNQAREREUL15c7zZjxoxh+PDhmtcpTwc2bNjQaA927dy5kwYNGuSogervk8TMMBIvw2W3mLWKno/fndsUvvNf2Q03+K2+DduaNs2UOmSrmD2vhjJvOaqk51rFCir8Wo3Cz7nge69CtopXFpHTYpZyJ9gQ0ojNYmJjYzE1NeXkyZOYvjYdTGq9qQDPnj2jUaNGNGrUiBUrVuDm5kZERASNGjUiISEh1e0sLS2xtLTUKTc3Nzfqh8LYx8+OJGaGkXgZLrvErHHplnzZ7TvKXFPIHwl3XOCUr4qOxVpmev2zRczM3aHVQtjQD5L/vwdbZYqq8QzMcxfJ3Kpkh3hlMTklZuk5B2nEGsnRo0e1Xh85cgQ/Pz/KlStHcnIykZGR1KpVS++2FhYWJCcna5X9/fffPHr0iK+++kqTrODEiRPvp/JCCJGF9Sndh8uPL7NPtY+z/9+JWMmjEkPLDzVuxbKykm2gQG24tAnUyVCkCTimbcJ5IYxFGrFGEhERwfDhw+nbty+nTp1i/vz5BAUFUbhwYbp27Uq3bt0ICgqiXLlyPHjwgN27d1O6dGmaNWuGj48PsbGx7N69mzJlymBjY0P+/PmxsLBg/vz59OvXj/PnzzNlyhRjn6YQQmQ6S1NLFny0gEuPLnEl+greDt6UcStj7GplfbauUPEzY9dCiDSTKbaMpFu3bjx//pzKlSszcOBAhg4dSp8+fQBYunQp3bp1Y8SIERQpUoRWrVpx/Phx8ufPD0D16tXp168fHTt2xM3Nja+//ho3NzdCQkL49ddfKV68OF999RWzZ8825ikKIYRRFXMpxse+H0sDVogcSnpijSBlzleARYsW6Sw3Nzdn0qRJemcNeHW717ft3LkznTt31iqTySeEEEIIkRNJT6yR+fv7M2zYMGNXQwghsoRHzx/xv93jqLS8BlV/qUPgwa+IS9Q/76sQ4sMmPbFCCCGyhITkBFqt/4TEpzep8K9Ckilsfv4Lp+5dYFO75caunhAii5FGrBBCiCxh2dlNlDkVQa/taiyTXpbFWkFwy1McrHySmvkrGLeCQogsRRqxmejZs2f079+f9evXY29vz8iRI7WWx8fHM27cOFatWkV0dDQlS5Zk5syZ+Pv7A2gyda1Zs4Zhw4Zx8+ZNatasydKlS/H09NTs54cffiAoKIhr167h4+PDkCFDGDBggN46SdrZ7E9iZhiJl+EyK2ZXDm2i31Y1pq8M5bd7Af/bqObP0tuo4ln6vR4/I8l1ZhiJl+FyWszScx7SiM1Eo0aNYt++ffz++++4u7szduxYTp06RdmyZQEYNGgQFy9eZPXq1eTJk4cNGzbQuHFjzp07h5+fH/AyLdvs2bNZvnw5JiYmfPLJJ4wcOZIVK1YAsGLFCiZMmMCCBQsoV64cp0+fpnfv3tja2tK9e3edOs2YMUPvA2Q7duwwatrZnTt3Gu3Y2ZXEzDASL8O975hVOh6u1YBNYRsPfvuPstVs63s9/vsg15lhJF6Gyykxi4szfOy7SpHH1zNFbGwsLi4u/PLLL7Rv3x6Ax48fky9fPvr06cPw4cMpWLAgERER5MmTR7Nd/fr1qVy5MtOnTyckJIQePXpw9epVfH19AVi4cCGTJ0/m3r17ABQqVIgpU6ZozVIwdepUtm7dyqFDh3Tqpa8n1svLi4cPH0ra2WxCYmYYiZfhMitmN0d1I37bGb3LnPu1xXngxPd27Iwm15lhJF6Gy2kxi4mJwdXVlSdPnqS5/SE9sZkkPDychIQEqlSpoilzdnamSJGXKf3OnTtHcnIyhQsX1touPj4eFxcXzWsbGxtNAxbA09OTyMhI4OVwhfDwcHr27Env3r016yQlJeHo6Ki3XpJ2NueQmBlG4mW49x2zPJ8O4tq2XroLTBVcugzCLBu+X3KdGUbiZbicEjNJO5uNxcbGYmpqysmTJzE1NdVaZmdnp/n362+ySqXSzAUbGxsLwPfff6/VWAZ09imEEFmNVYUauHRszKM12/4rVIHHsL6YuXsYr2JCiCxJGrGZxNfXF3Nzc44eParJvBUVFcU///xDnTp1KFeuHMnJyURGRlKrVq10HSN37tzkyZOHf//9l65du2Zk9YUQIlO4T5qDQ/vPeLphBSoLCxw6foaFj4+xqyWEyIKkEZtJ7Ozs6NmzJ6NGjcLFxQV3d3fGjRuHicnLfBOFCxema9eudOvWjaCgIMqVK8eDBw/YvXs3pUuXplmzZmk6zqRJkxgyZAiOjo40btyY+Ph4Tpw4QVRUFMOHD3+fpyiEEBnCqmQprEp+ZexqCCGyOGnEZqJZs2YRGxtLixYtsLe3Z8SIETx58kSzfOnSpUydOpURI0Zw+/ZtXF1dqVq1Ks2bN0/zMXr16oWNjQ2zZs1i1KhR2NraUqpUKckKJoQQQogcRdLOZjBFUejTpw/Ozs6oVCrOnDmjWWZnZ8fy5ct59uwZ9+7dY9SoUYSGhhIcHAy8HO86adIkrl27RkJCAnfu3GH9+vWUKlUKgICAAJ48ecLGjRsBuH79Oq1bt+b06dNadejSpQunT58mPj6e9evXs3//furWrZsZp//hubwNfmoCswvD8jZw47CxaySEEEJ8EKQnNoNt27aNkJAQQkNDKViwIK6ursaukshA8VeucHfRImLOnsE6lzWeLiew83zxcmHsfbi2H7r/Ad7VjFtRIYQQIoeTRmwGCw8Px9PTk+rVqxu7KiKDxV+9yt/t2mIRn4g5kHQbIsiFR9VonH2ev1xJnQgHgsB7nVHrKoQQQuR0MpwgAwUEBDB48GAiIiJQqVS4urpqjWcNDg5GpVKxbdt/08cUKlSIH374AYDjx4/ToEEDXF1dcXR0pE6dOpw6dcqgOmzdupXChQtjbW1N3bp1uX79eoacm4B9U7/EIl47LZ4KFf9edEQrZcj985lbMSGEEOIDJD2xGWju3Ln4+vqyZMkSjh8/zs6dOxk8eDDJycmYmpqyb98+XF1dCQ0NpXHjxty+fZvw8HD8/f0BePr0Kd27d2f+/PkoikJQUBBNmzblypUr2Nvbv/X4N2/epE2bNgwcOJA+ffpw4sQJRowY8cZt9GXsgpeZQIyRjzkr54I2ufK33nLbGBPiE1RYWb5syapzFSA5E+uflWOWFUm8DCcxM5zEzDASL8PltJil5zykEZuBHB0dsbe3x9TUFA8PD1q0aEFAQACnT5+mQoUK7N+/n1GjRmkezAoNDSVv3rwUKlQIgHr16mntb8mSJTg5ObFv3740zVCwaNEifH19CQoKAqBIkSKcO3eOmTNnprrNjBkzmDRpkk75jh07sLGxSeupZ7ismAs61gHyPtItj7GGF5ZgBSioOGpWjcitmZ/jPSvGLCuTeBlOYmY4iZlhJF6Gyykxi4uLM3gbacS+R05OTpQpU4bQ0FAsLCywsLCgT58+TJw4kdjYWPbt20edOnU069+/f58vv/yS0NBQIiMjSU5OJi4ujoiIiDQd79KlSzqZuqpVe/MDRmPGjNGaPzYmJgYvLy8aNmyY5tzFGSkr54L+/Nxayl47pTMG53A5FVVQUNyLk1xrFBWLtsjUemXlmGVFEi/DScwMJzEzjMTLcDktZil3gg0hjdj3zN/fn9DQUCwtLalTpw7Ozs4UK1aMgwcPsm/fPq3b/d27d+fRo0fMnTsXb29vLC0tqVatGgkJCe+tfpaWllhaWuqUGzsXs7GPr8+nPSYxN6YjHQ/Gkefxyx7YrRVN8fhsGlRpgcrExKgfqKwYs6xM4mU4iZnhJGaGkXgZLqfELD3nII3Y96xOnTr89NNPmJmZ0bhxY+Blw3bVqlX8888/mvGwAGFhYSxcuJCmTZsCL8e4Pnz4MM3HKlasGJs2bdIqO3LkyLufhACgfN5CDB2xnimVFxP58CJWdp4MrNSDZkWqvH1jIYQQQmQoacS+Z7Vr1+bp06ds3ryZr756mUbR39+fdu3a4enpSeHChTXr+vn5sXz5cipWrEhMTAyjRo3C2to6zcfq168fQUFBjBo1il69enHy5ElCQkIy+pQ+aCVye7O63QxjV0MIIYT44MkUW+9Zrly5KFWqFG5ubhQtWhR42bBVq9Va42EBfvzxR6KioihfvjyffvopQ4YMwd3dPc3Hyp8/P7/99hsbN26kTJkyLF68mOnTp2fo+QghhBBCZAXSE5vBhg0bxrBhw7TKXk09C+Ds7IxardbZtly5chw/flyrrF27dlqvlVcmJPXx8dF6DdC8eXOdmQx69OiR1uqLTKCOiyPu5ClMbKyxLlcOlYn8LSmEEEIYShqxqVAUhb59+7Ju3TqioqI4deoUixYt0rw+ffo0ZcuWNXY1RRaXkJzAzxd/ZuvVTaiVZLreKkCpn4+gxD4DwDx/fvLNn4dVkSJGrqkQQgiRvUgjNhXbtm0jJCSE0NBQChYsyPHjx7Veu7q6GruKIhsYvrMf++6/7F3P80ih2Pf/amX3SoyI4NbAQfju2C49skIIIYQBpBGbivDwcDw9PalevToAN27c0HotxNucu39G04AFqH1ejamiu17irVvEHTuGbdWqmVg7IYQQInuTRqweAQEBLFu2DACVSoW3tzc3btzQen39+nV8fHx0xsCWLVuWVq1aERgYiKIoTJo0iZ9++on79+/j4uJCu3btmDdvHvByTGvPnj25ePEimzZtwsnJibFjxzJw4EDN/iIiIhg8eDC7d+/GxMSExo0bM3/+fHLnzs2TJ09wdnbm6NGjVKxYEbVajaurK4ULF9ZMrfXLL78wZswYbt68qfdcJe3s+3Pw5Eqt19bxqawIJDyJwSKd55yTYpYZJF6Gk5gZTmJmGImX4XJazCTtbAaZO3cuvr6+LFmyhOPHjxMfH8/PP/+seW1qapqm/fz222/MmTOH1atXU6JECe7du8fZs2e11pk1axZjx45l0qRJbN++naFDh1K4cGEaNGiAWq2mZcuW2NnZsW/fPpKSkhg4cCAdO3YkNDQUR0dHypYtS2hoKBUrVuTcuXOoVCpOnz5NbGysZrvXZ0F4laSdfX+eRtyGV5KenSmooslJ3a5Ytbk5B6Meo37HVLU5IWaZSeJlOImZ4SRmhpF4GS6nxEzSzmYQR0dH7O3tMTU1xcPDA0DndVpERETg4eFB/fr1MTc3J3/+/FSuXFlrnRo1avDFF18AULhwYcLCwpgzZw4NGjRg9+7dnDt3jmvXruHl5QXAzz//TIkSJTh+/DiVKlXSZAQbOXIkoaGhNGjQgL///puDBw/SuHFjQkND+fzzz1Oto6SdfX+cDttx9O8B/GNpAcBpXxVhxVTUuPRKQ1alIvcXoynctm26j5OTYpYZJF6Gk5gZTmJmGImX4XJazCTtbBbTvn17goODKViwII0bN6Zp06a0aNECM7P/wl6tWjWtbapVq0ZwcDAAly5dwsvLS9OABShevDhOTk5cunSJSpUqUadOHX788UeSk5PZt28fDRs2xMPDg9DQUEqXLs3Vq1e1soK9TtLOvj/Va9Tl7oHCnHC6wG5bG9TAmQYJ5M/tQlGXhlja2+HY8mOsihXLkOPlhJhlJomX4SRmhpOYGUbiZbicErP0nIM8Dv0OTExMdOZpfXVMh5eXF5cvX2bhwoVYW1szYMAAateunaHjV1Iygp06dYr9+/fj7++v6Z3dt28fefLkwc/PL8OOJ9LO3NSEyr1X4B3fndnhTgT/a0+x2PbkGbeF/NOmkPuL0RnWgBVCCCE+NNIT+w7c3Ny4e/eu5nVMTAzXrl3TWsfa2poWLVrQokULBg4cSNGiRTl37hzly5cH0DyAleLIkSMU+/+GTbFixbh58yY3b97U9MZevHiR6OhoihcvDoCTkxOlS5dmwYIFmJubU7RoUdzd3enYsSObN29+43hY8f4VdHdg8PCJ3In+nGS1Ql1n440zFkIIIXISacS+g3r16hESEkKLFi1wcnJiwoQJWg99hYSEkJycTJUqVbCxseGXX37B2toab29vzTphYWF8/fXXtGrVip07d/Lrr7+yZcsWAOrXr0+pUqXo2rUrwcHBJCUlMWDAAOrUqUPFihU1+/D392f+/Pma7F7Ozs4UK1aMNWvW8O2332ZSNMSb5HGyNnYVhBBCiBxFhhO8gzFjxlCnTh2aN29Os2bNaNWqFb6+vprlTk5OfP/999SoUYPSpUuza9cu/vjjD1xcXDTrjBgxghMnTlCuXDmmTp3KN998Q6NGjYCX03n9/vvv5MqVi9q1a1O/fn0KFizImjVrtOpRp04dkpOTtca++vv765QJIUS6PHuAafIb5ogTQggjkJ7YVLw+/+vrrwEcHBxYvXq15rWiKISFhTFv3jwmTZrE6dOndYYLBAYGMmLECM6cOaPZx9q1a1OtR/78+fn999/fWNdWrVrpjM0NDg7WPCAmhBBvEpsQS4I6AWcrZ63y+2d2kPznF+SJD6cB5vz74A8Kd/8WlVXmz1wihBCvk0ZsBno9Va2npycbNmygVatWxq6aEELoePziMdPCJvNo327ME9QklS/O8LoTKOVWisc3LuK4sStWJABgSSJF7m7i0uInFBu2ycg1F0IIacRmqNdT1WamhIQELCwsMv24Qojs66ulPWnz4984x758nbD5PCuPBDBi2nYiti+g/P83YF9VJGo/UbevkCuvzHoihDAuacRmEH2pagFat24NoElVm+K7774jOTmZsWPHcujQIb7//nscHR2Bl+NZy5YtqzUcoFWrVjg5ORESEgL8l7L2ypUrbNy4kTZt2uDv78+wYcNYs2YNw4YN4+bNm9SsWZOlS5fi6empt96Sdjb7k5gZRuL10oX7f/HxT/81YAEskuCTrXFsr7uEok8i9G5nolK4feMKdu4+mVPRbEquM8NIvAyX02ImaWeN6PVUtaampri7u7N06VIaN26sNWvB1atXWbt2LX/88QcxMTH07NmTAQMGsGLFCoOOOXv2bCZMmMDEiRMBOHDgAHFxccyePZvly5djYmLCJ598wsiRI1Pdt6SdzTkkZob50OMVeXEnNZ/qlpsASRv3EF6kEBX0bBenWHIuIprwB++WJvlD8aFfZ4aSeBkup8RM0s4akb5UtfByhoLXU9W+ePGCn3/+mbx58wIwf/58mjVrRlBQkEFpbevVq8eIESM0rw8cOEBiYiKLFy/WzJIwaNAgJk+enOo+JO1s9icxM4zE66WbqhfEs1vvskK58uPVZRw3ftiLN/e0lu1z60q7tu0zo4rZmlxnhpF4GS6nxUzSzmYT+fPn1zRg4WWqWbVazeXLlw1qxL46V2wKGxsbrWm+PD09iYyMTHUfknY255CYGeZDj5d3veZcsJqK+YsknWUlWvfAKZ8Xlz7ZypbfZ+Dz5Bgx2HHfrxNNOw/C3ExmZ0yrD/06M5TEy3A5JWaSdjaHeFs62xS2trY6Za9fBCqVSmdfQghhamdL/sCpKCbaPwM2rT/GqUYtAIoV8qXZiB/w+/IEkRVG06xTfyykASuEyCKkJ/Y9Mjc3Jzk5Wac8IiKCO3fukCdPHuBlqlkTExOKFCkC6KazTU5O5vz589StWzdzKi6E+CA4tWqJTbmyPPljM+q4OOz862BbubLOeiqVygi1E0KIN5NG7Hvk4+PD7t27qVGjBpaWluTKlQsAKysrunfvzuzZs4mJiWHIkCF06NBBM5SgXr16DB8+nC1btuDr68s333xDdHS0Ec9ECJFTWXh74zZooLGrIYQQBpP7Qu9RUFAQO3fuxMvLi3LlymnKCxUqRJs2bWjatCkNGzakdOnSLFy4ULP8s88+o3v37nTr1o06depQsGBB6YUVQgghhHjFB90TqygKffv2Zd26dURFReHo6EhAQIBmflYfHx+96WZTk7JuQEAA0dHRbNy4kRYtWmitExgYSGBgIAD9+/fXux9zc3MWLlyo1bB93atzzqYICQkhICBAq0xfSlohhBBCiLSITYglOHQu5+8dxtnSnT51RlLWo7ixqwV84D2xKWliN2/ezN27dylZsqRB21+/fh2VSsWZM2feTwWFEEIIIYzkQexjWi73Z83d1VxQbnDgxXF6bOvAiiPLjV014APviX09TayZmfHCIWljhRBCiA9XYmQkT377jYQbEVgVL4Zj69aY2tsbtU5Bfwwn0ixeqyxJpeKnC7PpUuUToz/0+cH2xAYEBDB48GAiIiJQqVT4+PjoXS8uLo7PPvsMe3t78ufPz5IlSzTLChQoAEC5cuVQqVT4+/trbTt79mw8PT1xcXFh4MCBWtNk+fj4MGXKFLp164aDgwN9+vQB4ODBg9SqVQtra2u8vLwYMmQIz54902y3cOFC/Pz8sLKyInfu3LRr107rmGq1ms8//xxnZ2c8PDw0QxeEEEIIkTW9+Ptv/m3xMQ/mzuPJxo3cnz6Da63bkHg/9XneM8OVp3/pLY80U3Pm6rFMro2uD7YnVl+a2PbtdbPQBAUFMWXKFMaOHcu6devo378/derUoUiRIhw7dozKlSuza9cuSpQoodWTunfvXjw9Pdm7dy9Xr16lY8eOlC1blt69e2vWeT1tbHh4OI0bN2bq1Kn89NNPPHjwgEGDBjFo0CCWLl3KiRMnGDJkCMuXL6d69eo8fvyYAwcOaNV32bJlDB8+nKNHj3L48GECAgKoUaMGDRo00BuH+Ph44uP/+ysrJWNGYmKiUfIx57Rc0JlBYmYYiZfhJGaGk5gZ5kOP170ZX6F+8kSrLPHWLSIXfov7l1/q3SYzYuao1l9uqijYKCYZeuz07EulfMBP/QQHBxMcHKx5SMrf35+yZctqPdhVq1Ytli9/OfZDURQ8PDyYNGkS/fr14/r16xQoUIDTp09TtmxZzX4DAgIIDQ0lPDwcU1NTADp06ICJiQmrV6/W7LtcuXJs2LBBs12vXr0wNTXlu+++05QdPHiQOnXq8OzZM7Zu3UqPHj24desW9npuMfj7+5OcnKzVsK1cuTL16tXjq6++0huDwMBAJk2apFO+cuVKbGxs0hBFIYQQQqRbcjKFx47TuygxVy6ufTE6kyv0nys3V7LM/qJOeY1YaJJvaoYeKy4uji5duvDkyZM0p73/YHti06p06dKaf6tUKjw8PN6YxjVFiRIlNA1YeJn+9dy5c1rrvJ429uzZs/z111+sWLFCU6YoCmq1mmvXrtGgQQO8vb0pWLAgjRs3pnHjxrRu3VqrsflqfVOO+6b6jhkzhuHDh2tex8TE4OXlRcOGDdN8EWWknJYLOjNIzAwj8TKcxMxwEjPDfMjxUtRq/p06DSUuTmeZrbs7TZs21btdZsRMnVAXk6UN+NU2llgTE1SKQo24BIZUDaZQaf13eNMr5U6wIaQR+xb60riq1an0rxu43etpY2NjY+nbty9DhgzR2V/+/PmxsLDg1KlThIaGsmPHDiZMmEBgYCDHjx/HyckpXfW1tLTE0tJSb/2N+UVi7ONnRxIzw0i8DCcxM5zEzDAfarycWrUiauVKnfJcbdu+NR7vNWbm5gwfcIiPD6/m/JUduNp7UbXtUMzs3d7DoQw/B2nEvoOUMbD6UsumR/ny5bl48SKFChVKdR0zMzPq169P/fr1mThxIk5OTuzZs4c2bdpkSB2EEEIIkbncR44g6UEkT3fuellgZkauDu3J9UlX41YMwMSUQjW6UqhGFqjLa6QR+w7c3d2xtrZm27Zt5MuXDysrKxwdHdO9v9GjR1O1alUGDRpEr169sLW15eLFi+zcuZMFCxawefNm/v33X2rXrk2uXLnYunUrarWaIkWKZOBZCSGEECIzmdjYkG/+fBKuXyfh5k0sCxfGPHduY1cry/tgp9jKCGZmZsybN4/vvvuOPHny0LJly3faX+nSpdm3bx///PMPtWrVoly5ckyYMIE8efIA4OTkxPr166lXrx7FihVj8eLFrFq1ihIlSmTE6QghhBDCiCx8fLCrVUsasGn0QffEvp5SNjQ0VGu5vtSur2fn6tWrF7169dIqCwkJ0dkuZcaDN+0boFKlSuzYsUPvspo1a+rU8VX6lm3cuDHV9YUQQgghsivpiTUiRVHo06cPzs7OaU5f6+Pjo9MgfpOslBr3edJzvjn5DR/9+hF11tQh8FAgD58//G+F5ERUF36jdMRSTPZ9BVE3jFdZIYQQQmRpH3RPrLFt27aNkJAQQkNDKViwIK6urm/d5vjx4zqzGryJl5cXd+/eTdO+37f/7f0fl/4+SLW/FcyS4YjfOk5FnmJdi3VYqNXwSxvMboRRAODgXpQjC1B1WgGF6hu76kIIIYTIYqQRa0Th4eF4enpSvXr1NG/j5mbYtBampqZ4eHgYWrUMd/7heVQ7DrBgixqz/5/xq2sorKkVzvZS22n+8C6qG2Fa26iSXpC4aTjmw86Aidw0EEIIIcR/pBFrJAEBASxbtgx4OZert7c3Pj4+lCxZEoDly5djbm5O//79mTx5MiqVCng5nODVsbwqlYrvv/+eLVu2sH37dvLmzUtQUBAff/wxQKpZxVJkVtrZKzfO0PfP/xqwKToeUHOg8WEi7/+FvmHs5jE3SLx3AdyKZlhdcpoPPV2joSRehpOYGU5iZhiJl+FyWszScx7SiDWSuXPn4uvry5IlSzh+/Dimpqa0b9+eZcuW0bNnT44dO8aJEyfo06cP+fPnp3fv3qnua9KkSXz99dfMmjWL+fPn07VrV27cuIGzs/Nb6zFjxgy9aWd37NiRoWlnk04ewzJJ/7JcOy/zT94EvY1YgN92H8Pa4d8Mq0tOtXPnTmNXIVuReBlOYmY4iZlhJF6Gyykxi9OTsextpBFrJI6Ojtjb2+vc7vfy8mLOnDmoVCqKFCnCuXPnmDNnzhsbsQEBAXTu3BmA6dOnM2/ePI4dO0bjxo3fWo/MSjv71MSU+2v1f9CqF6vFWnNTakUe1Vl2OLk4ZT9qi69b2scBf2g+5HSN6SHxMpzEzHASM8NIvAyX02ImaWdzgKpVq2qGDgBUq1aNoKAgkpOTMTU11btN6dKlNf+2tbXFwcGByMjINB0vs9LOOtWrS6SdLUrsM+0FKhWuLVqS97EZQRvOMMhsI5aql12259U+zHccwco8ThlWj5zsQ03XmF4SL8NJzAwnMTOMxMtwOSVmknb2A/X6G69SqVCr1amsbRwmtrbknTWL2yNGoqTcMjAzI/cXX2BZsABtvNUMujSAahfqU97kCg8VR65ZFSOkQyXjVlwIIYQQWZI0YrOYo0e1b6kfOXIEPz+/VHthsxP7unXx2xfK0927URISsKvjj3ludwDMTE1Y/GkFDv6Tj1922NKmfElalvPC0Tr7/3UphBBCiIwnjdgsJiIiguHDh9O3b19OnTrF/PnzCQoKMna1MoypvT1OrVqlurxKAWceeSk0reSVI26PCCGEEOL9kEZsFtOtWzeeP39O5cqVMTU1ZejQofTp08fY1RJCCCGEyFKkEWsgRVHo27cv69atIyoqKtX5V9Pi1fleU5ibmxMcHMyiRYv0bnP9+nWd+rwuOjpa8+///e9/ANjZ2aWrjkKID1dsQiyLzi5i+/XtPH/+nIsnLzKw/EAcLDJu5hIhhEgvacQaKD2pYjNCQEAA0dHRbNy4Mc3bPH78mBs3bmBmZoaXl9f7q5wQIsdRFIX+u/oT+fdpal56+cfyvgcr+OvhX6xotgITlWTRE0IYlzRiDZSeVLHG0rNnTy5fvkyZMmX0TqMlhBCpOXL3CHm2nOKL3WpSmqsdD8Avdf/iYNmD1M5X26j1E0II+VPaAAEBAQwePJiIiAhUKhU+Pj74+/szaNAgBg0ahKOjI66urowfP17rNr+Pjw/Tp0/ns88+w97envz587NkyRKtfd+8eRN3d3dCQkJwdnamZcuWmqEDgYGBLFu2jN9//x2VSoVKpSI0NFSzXYcOHXByctLZbsOGDbRv3558+fJlRniEEDnI6dMH+XSPWudHosteNWdP7DdKnYQQ4lXSE2uAd0kVGxQUxJQpUxg7dizr1q2jf//+1KlThyJFipCYmEijRo2oVq0aBw4cwMzMjKlTp9K4cWP++usvRo4cyaVLl4iJiWHp0qUAODs7v3U7CwuLt55TfHw88fHxmtcpGTMSExONko85p+WCzgwSM8NIvNLGY/dJTHWH3GMC5N1zisRmEr83kevMMBIvw+W0mKXnPKQRa4B3SRXbtGlTBgwYAMDo0aOZM2cOe/fupUiRIqxZswa1Ws0PP/ygyda1dOlSnJycCA0NpWHDhlhbWxMfH6913F9++eWt273NjBkzmDRpkk75jh07sLGxSV+gMkBOyQWdmSRmhpF4vZlL7PNUl7nGxrN169ZMrE32JdeZYSRehsspMYtLSYRkAGnEZoC0pIp9NTWsSqXCw8NDkxr27NmzXL16FXt7e639vnjxgvDw8FSPm97tXjVmzBiGDx+ueR0TE4OXlxcNGzbEwSHzn0DOabmgM4PEzDASr7SJzWPGvbARkKzSXmCiUPKzz7Cv0tQ4Fcsm5DozjMTLcDktZil3gg0hjdhM8qbUsLGxsVSoUIEVK1bobOfm5pbqPtO73assLS31PvRl7FzMxj5+diQxM4zE681yVWrGi2bf8GTrLZSklyNjVaZqHBt54FyzrZFrl33IdWYYiZfhckrM0nMO0ojNAO+aKrZ8+fKsWbMGd3f3VHs/LSwsSE5ONng7IYRIL8/pf+JSP5iozeuIj4vDvU1XrBqMNHa1hBACkNkJMkRKqtjLly+zatUq5s+fz9ChQ9O8fdeuXXF1daVly5YcOHCAa9euERoaypAhQ7h16xbwcoaDv/76i8uXL/Pw4UMSExPTtJ0QQqSbmQUWDT/HOSiM0y2mYdpgNJhbGbtWQggBSCM2Q7yaKnbgwIEGp4q1sbFh//795M+fnzZt2lCsWDF69uzJixcvND2svXv3pkiRIlSsWBE3NzfCwsLStJ0QQgghRE4kwwkMlBGpYgHOnDmj9drDw4Nly5alelw3Nzd27NihU/627UJCQlJdJoQQ6ZWkTiL02jZOR4SS28GbFiU+IZdVLmNXSwjxAZGeWD0URaFPnz44OzujUqlwcnLSabgKIcSH6nnScz5d3ZgR+79g+9ltLDjxHU1X+3P+ztG3byyEEBlEGrF6bNu2jZCQEDZv3szdu3cpWbLkO+8zJCQEJycng7cLDQ1FpVIRHR39znUQQoiMsGTnOFxO3mXht8nMX5zM9/OS6bItkcAtg4xdNSHEB0SGE+gRHh6Op6cn1atXB8DMLPUwpaR/NbaEhIQ0ZegSQoh3dfvQHvpv+S8lrUUy1D+joKiecavVP+RzK2zU+gkhPgzSiH1NQECAZoypSqXC29sbHx8fkpKSGDRoEMuXL8fc3Jz+/fszefJkTZKD+Ph4xo0bx6pVq4iOjqZkyZLMnDkTf39/QkND6dGjh2afABMnTiQwMJDly5czd+5cLl++jK2tLfXq1SM4OBh3d3euX79O3bp1AciV6+VYs+7duxMSEoK/vz8lS5bEzMyMX375hVKlSlGgQAEiIyPZvHmz5nwSExPJmzcvM2bMoGfPnjrnK2lnsz+JmWEkXoZ7PWbVTifovY1X55xC9K075HYqkIm1y5rkOjOMxMtwOS1m6TkPlaIoerJjf7iePHnCvHnzWLJkCcePH8fU1JT27dtz8uRJevbsSf/+/Tlx4gR9+vQhODhYk1q2d+/eXLx4ka+++oo8efKwYcMGvvzyS86dO4e3tzeLFi1iwoQJXL58GQA7Ozvs7Oz46aef8PT0pEiRIkRGRjJ8+HCcnJzYunUrycnJ/P7777Rt25bLly/j4OCAtbU1jo6O+Pv7c/LkSfr3769pnD569IjatWtz8+ZNPD09AdiwYQOffvop9+7dw87OTud8AwMD9aadXblypVHTzgohsi7noIm4RsbrXXZ55Oeo3JwzuUZCiOwuLi6OLl268OTJkzTPsCSNWD2Cg4MJDg7WzCrg7+9PZGQkFy5c0PSkfvHFF2zatImLFy8SERFBwYIFiYiIIE+ePJr91K9fn8qVKzN9+nRCQkIYNmzYW8e2njhxgkqVKvH06VPs7OwIDQ2lbt26REVFaY2p9ff3JyYmhlOnTmltX6JECbp3787nn38OwMcff4yLiwtLly7Vezx9PbFeXl48fPhQ0s5mExIzw0i8DPd6zC6P+xLTTZt01nvhaEeJ/QdRmcjjFnKdGUbiZbicFrOYmBhcXV0NasTKcII0qlq1qqYBC1CtWjWCgoJITk7m3LlzJCcnU7iw9jiw+Ph4XFxc3rjfkydPEhgYyNmzZ4mKitKkoo2IiKB48eJv3LZChQo6Zb169WLJkiV8/vnn3L9/nz///JM9e/akug9JO5tzSMwMI/EyXErMiowYzj8HwzB5/EizTFGpKDA+EAs93ycfMrnODCPxMlxOiZmknTWS2NhYTE1NOXnypE6qWX238FM8e/aMRo0a0ahRI1asWIGbmxsRERE0atSIhISEtx7X1tZWp6xbt2588cUXHD58mEOHDlGgQAFq1apl+EkJIUQqzHPnpvCG9Tz+eRlxp89g4ZGbXF26YFOxorGrJoT4gEgjNo2OHtWe//DIkSP4+flhampKuXLlSE5OJjIyMtUGo4WFBcnJyVplf//9N48ePeKrr77Cy8sLeDmc4PXtAJ1tU+Pi4kKrVq1YunQphw8f1jxQJoQQGck8tzu5R40ydjWEEB8wGbiURhEREQwfPpzLly+zatUq5s+fz9ChQwEoXLgwXbt2pVu3bqxfv55r165x7NgxZsyYwZYtWwDw8fEhNjaW3bt38/DhQ+Li4sifPz8WFhbMnz+ff//9l02bNjFlyhSt43p7e6NSqdi8eTMPHjwgNjb2rXXt1asXy5Yt49KlS3Tv3j3jgyGEEEIIYWTSiE2jbt268fz5cypXrszAgQMZOnQoffr00SxfunQp3bp1Y8SIERQpUoRWrVpx/Phx8ufPD0D16tXp168fHTt2xM3Nja+//ho3NzdCQkL49ddfKV68OF999RWzZ8/WOm7evHmZNGkSX3zxBblz52bQoLdPJl6/fn08PT1p1KiR1oNmQgghhBA5hQwn0GPYsGFaaWZfTWiwaNEiFEWhb9++uLi4EBUVxenTpylbtiyTJk3SO13Vq9suWrRIq6xz58507txZq+z1CSPGjx/P+PHj8ff318xQoC/JQkBAANHR0fzyyy9ERUXpnRdWCJFxzj88z6XHl/Cy96KKRxXNw5/JaoXFoVc5d2QHpi+iMC9QjQFNK1M4t72RayyEEDmHNGLTISUtbWhoKAULFsTV1dXYVQJeNn7j4+OZMmUKTk5OfPzxx8aukhA5UkJyAsNDh7M/IhTHOHhqDYXdirO4wWKcrZyZ++sOml0YzkCTW2ACL66bs3BxJzoPm4Wno7Wxqy+EEDmCNGLT4fW0tFnFs2fP2LZtG+fPnyckJOSN6XKFEOm39PxSzDbvZeFBNS5PIdYK/qxwnlmOXzOy/CQ+ujCGIia3NOtbqRIZrixnzfbqdOzQxYg1F0KInENaOQZKLS1tyZIlAdKVlhZeZtsaNGgQ+/fvJyoqCl9fX8aOHasz1OBVW7ZsoUuXLixcuJCuXbtiZ2dHy5YtKVeuHJ06dSI+Pp4uXbowb948zSwHr5O0s9mfxMwwGRGviE1r6PunWvPa7gW0D1NYY76FG7bNKW8Srne7fBEbSUxsn+7jGotcY4aTmBlG4mW4nBaz9JyHNGINNHfuXHx9fXXS0i5btoyePXty7NgxTVra/Pnza9LSDho0iIsXL7J69WpNWtrGjRtz7tw5/Pz8ePHiBRUqVGD06NE4ODiwZcsWPv30U3x9falcubJOPVauXEm/fv1YuXIlzZs315Tv3r0bKysrQkNDuX79Oj169MDFxYVp06bpPZ8ZM2boHce7Y8cOo6ad3blzp9GOnV1JzAzzLvGqsv+h3vJGx5O4W/VwqttZJUSxdevWdB/X2OQaM5zEzDASL8PllJjFxcUZvI2knU2H95GWVp/mzZtTtGhRzYwF/v7+lC1bFj8/P8aNG8fvv/9OnTp1NOsHBATwxx9/cPPmTU0DdPHixYwaNYonT55goicVpKSdzf4kZobJiHj9Vbc6Ng/1T3fne/wIL+aWwyHpkc6yR/W/waFKt3Qd05jkGjOcxMwwEi/D5bSYSdpZI3rXtLTJyclMnz6dtWvXcvv2bRISEoiPj9fpDV23bh2RkZGEhYVRqVIlnXqUKVNGa5tq1aoRGxvLzZs38fb21llf0s7mHBIzw7xLvFwqVuP5Nt3eDxO/gljYO2Ladh7JawMwVf67PfbMqw4u1bqBafZ9j+QaM5zEzDASL8PllJhJ2tksKi1paWfNmsXcuXMJDg6mVKlS2NraMmzYMJ30s+XKlePUqVP89NNPVKxYUavhLITIHB79B3HjwCHUz579V2hqSp4RLzNYmRZrDoOOwtlVEPcICvpjW7Q5mJimskchhBCGkkZsBnnXtLRhYWG0bNmSTz75BAC1Ws0///xD8eLFtdbz9fUlKCgIf39/TE1NWbBggdbys2fP8vz5c6ytrTX1sLOz06S1FUK8O6sihfFZu4ZHP/3Ei4uXsMifH+fu3bEpX+6/lVx8od6XxqukEELkcNKIzSApaWn79u3LqVOnmD9/PkFBQYB2WtqgoCDKlSvHgwcP2L17N6VLl6ZZs2b4+fmxbt06Dh06RK5cufjmm2+4f/++TiM2ZX979+7F398fMzMzgoODNcsSEhLo2bMnX375JdevX2fixIkMGjRI73hYIUT6Wfr6kieVByaFEEK8f9KIzSCvpqU1NTXVm5Z26tSpjBgxgtu3b+Pq6krVqlU1Mwt8+eWX/PvvvzRq1AgbGxv69OlDq1atePLkid7jFSlShD179mh6ZFMazB999BF+fn7Url2b+Ph4OnfuTGBg4Hs/fyGEEEKIzCSN2HR4PS0tvByQHBwcrJNW9tXlr6alTUkRW6pUKQCcnZ3ZuHHjG4/7eqrZYsWKcf/+fc3rkJAQzb9TjhMXF0eXLl3YuXMnT58+JSoqSpO6VgghhBAiu5J7zDncsmXLOHDgAIcOHeLu3bs4Ojoau0pCCCFygJgXidx8HEeyWmbqFMYhPbE5XHh4OMWKFdNkFBNCCCHexfOEZBbNHkTuEwewiVMT6WGLS8fxtGvysbGrJj4w0hP7DtRqNV9//TW3bt1i0aJF5M+fX5MZ69y5c9SrVw9ra2tcXFzo06cPsbG6k6PPnj0bT09PXFxcGDhwoFbatfj4eEaOHEnevHmxtbWlSpUqOkMKfvvtN0qUKIGlpSU+Pj6asbHwMjlCUFAQ+/fvR6VSaVLcCiGEEOkVMq4NDZeHUv5iMkWvK9Q+Eovr5NHsO7DD2FUTHxjpiX0HY8aM4fvvv2fOnDnUrFmTu3fv8vfff/Ps2TMaNWpEtWrVOH78OJGRkfTq1YtBgwZpjVvdu3cvnp6e7N27l6tXr9KxY0fKli2b5lS1J0+epEOHDgQGBtKxY0cOHTrEgAEDcHFxISAggPXr1/PFF19w/vx51q9fj4WFhc456MvYBS8zgRgjH3NOywWdGSRmhpF4GU5iZricGrMHUY8pHfoPpq+NIMgdBcd/nEBi1brp2m9Ojdf7lNNilp7zkLSz6fT06VPc3NxYsGABvXr10lr2/fffM3r0aG7evImtrS0AW7dupUWLFty5c4fcuXMTEBBAaGgo4eHhmgQIHTp0wMTEhNWrV6cpVW3Xrl158OABO3b899fv559/zpYtW7hw4QLw8iG0M2fO6PTgpggMDNQ8BPaqlStX6mQLE0II8WF7HH6Eqks26l12LZ+KxMEzMrdCIsdIeRBd0s5mgkuXLhEfH89HH32kd1mZMmU0DViAGjVqoFaruXz5Mrlz5wagRIkSWhm8PD09OXfuHECaUtVeunSJli1bai2vUaMGwcHBJCcn62QH02fMmDEMHz5c8zomJgYvLy8aNmyY5osoI+W0XNCZQWJmGImX4SRmhsupMXt0PT8Pv9+o0xMLkGhjTtOmTdO135war/cpp8Us5U6wIaQRm04pGbHexesXnUqlQq1WA2lLVZsRLC0tsbS01Fs3Y34ojH387EhiZhiJl+EkZobLaTHz8CvHiSJW+P79QmdZ7jZt3/lcc1q8MkNOiVl6zkEe7EonPz8/rK2t2b17t86yYsWKcfbsWZ69klc9LCwMExMTihQpkqb9v5qqtlChQlr/eXh4aI4TFhamtV1YWBiFCxdOUy+sEEIIYaj6P2zhRlFr1KqXr2Ot4X6XylQNmGDciokPjvTEppOVlRWjR4/m888/x8LCgho1avDgwQMuXLhA165dmThxIt27dycwMJAHDx4wePBgPv30U81QgrdJS6raESNGUKlSJaZMmULHjh05fPgwCxYsYOHChe/57IUQQnyorFzz0HjjKZ7euMzTiMsUrtgA0wy4OymEoaQR+w7Gjx+PmZkZEyZM4M6dO3h6etKvXz9sbGzYvn07Q4cOpVKlStjY2NC2bVu++eYbg/b/tlS15cuXZ+3atUyYMIEpU6bg6enJ5MmTCQgIeA9nK4QQQvzH3rsI9t5pu7soxPsgjdh3YGJiwrhx4xg3bpzOslKlSrFnz55Ut311qq0UwcHBWq9fT1WrT9u2bWnbtm2qy1/fpxBCCCFETiBjYjORoij06dMHZ2dnVCoVrVq1olWrVmnePjQ0FJVKRXR09HuroxAia3tw8QB//x7E7eOb4P8fBE0PdVwc939ZxoWBPQmfNI74K1cysJZCCPH+SU9sJtq2bRshISGEhoZSsGBBrK2tkWl6hRBpoU54zpX5LSny9ChuAKchYkdBXPptxtYlr0H7So59xtn2zbG+dg8TIAG4snYDrkEz8Wjc4j3UXgghMp70xGai8PBwPD09qV69Oh4eHjg6OuLk5GTsagkhsoEzayZT5OlRrbL8if9ydflgg/d1dslMrK/d0yozTVa4MWUCyjv07gohRGaSnthMEhAQwLJly4CX88F6e3vj7+9PdHQ0GzduBF4mMhg1ahSrV68mJiaGihUrMmfOHCpVqqS1r5MnTzJ69GguXrxI2bJlWbp0qdbUXX/88QeTJ0/m3Llz2NnZUatWLTZs2KC3XpJ2NvuTmBkmu8bL5dofesuLRYXy4nkcpmZpn2Px8b496Ou7dXj0gjvnT+BerJxWeXaNmTFJzAwj8TJcTotZes5DGrGZZO7cufj6+rJkyRKOHz+Oqakpo0aN0lrn888/57fffmPZsmV4e3vz9ddf06hRI65evYqzs7NmvXHjxhEUFISbmxv9+vXjs88+08wXu2XLFlq3bs24ceP4+eefSUhIYOvWranWa8aMGXofHNuxY4dR087u3LnTaMfOriRmhslu8SqTnAQq3XITFDb/+Sempmn/On9hEq+3EasGdp4+RK5rd/Vul91ilhVIzAwj8TJcTolZXFycwduoFBmUmWmCg4MJDg7m+vXrwMve2ZSe2GfPnpErVy5CQkLo0qUL8PKvEh8fH4YNG8aoUaMIDQ2lbt267Nq1S5PuduvWrTRr1oznz59jZWVF9erVKViwIL/88kua6qSvJ9bLy4uHDx9K2tlsQmJmmOwar0M//I8695frlB+zqk65EZsM2tf6lRMoPWOjTvn5Ila0WHsYUxPtZCnZNWbGJDEzjMTLcDktZjExMbi6uvLkyZM0tz+kJzaLCA8PJzExkRo1amjKzM3NqVy5MpcuXdJat3Tp0pp/e3p6AhAZGUn+/Pk5c+YMvXv3TvNxJe1sziExM0x2i1eJDpM4/+0xSqova8pu4U6uNkEGn0fTzmP57twh6u2IxDrhZdk5HxXOk8djZWmV6nbZLWZZgcTMMBIvw+WUmKXnHKQRmw29+karVC/vL6r//2EMa8maIkSO5OrigvXnB9mzYzVJt86AcwHKNepOvlyG3zGxt7Cn3/QtbOy0ilsn9mOV25NGtXtQzKVYxldcCCHeE2nEZhG+vr5YWFgQFhaGt7c38PJWwfHjxxk2bFia91O6dGl2795Njx493lNNhRDGYmtlQb2PuwHd3nlfdhZ2fFKxN1RM+50bIYTISqQRm0XY2trSv39/Ro0ahbOzM/nz5+frr78mLi6Onj17pnk/EydO5KOPPsLX15dOnTqRlJTE1q1bGT169HusvRBCCCFE5pJGbBby1VdfoVar+fTTT3n69CkVK1Zk+/bt5MqVK8378Pf359dff2XKlCl89dVXODg4ULt27fdYayGEEEKIzCeN2AyiKAp9+/Zl3bp1REVF0bJlSwDNHLAAw4YN0xoaEB8fj52dHYBm5oGoqCjmzZun9xj+/v46Gb7Kli2rU9amTRvatGmTAWclhMgsiqLweNt2bv62EZWpKd6dO+DkX8fY1RJCiCxLGrEZxJCUsklJSfzzzz8cPnyYvn37ZlgdFEVh4sSJfP/990RHR1OjRg0WLVqEn59fhh1DCPF+nO3dG8uDYaTMFXJ33x5utmhOqVmzjFovIYTIqiTtbAYxJKXs+fPnqVixIiVKlKBfv34ZVoevv/6aefPmsXjxYo4ePYqtrS2NGjXixYsXGXYMIUTGu3vgAJYHw3TKzf7YzJPL/xihRkIIkfVJIzYDBAQEMHjwYCIiIlCpVPj4+BAQEECrVq0068THxzNkyBDc3d2pWrUq5cuXJzAwUGe868mTJ6lYsSI2NjZUr16dy5cvay3/448/qFSpElZWVri6utK6dWvgZS9scHAwX375JS1btqR06dL8/PPP3LlzR2tIgxAi67m96vtUl4UvX5yJNRFCiOxDhhNkgKyQUvbatWvcu3eP+vXra/bl6OhIlSpVOHz4MJ06ddJbd30Zu+Dl9F7GyMec03JBZwaJmWGyYrzumz6kYCrLHiiRRq9rVoxZVicxM4zEy3A5LWbpOQ9pxGYAR0dH7O3tMTU1xcPDQ2f5s2fPWLRoESEhITRp0gSA77//np07d/Ljjz9qNXinTZtGnTovH+b44osvaNasGS9evMDKyopp06bRqVMnJk2apFm/TJkyANy7dw+A3Llzax07d+7cmmX6zJgxQ2t/KXbs2IGNjU1aQ5Dhckou6MwkMTNMVorXoSI2eOwDmwTt8mhbOFDQihf//8eqsWWlmGUXEjPDSLwMl1NiFhcXZ/A20ojNBMZKKZsWY8aMYfjw4ZrXMTExeHl50bBhwzTnLs5IOS0XdGaQmBkmK8Yr4WoCM6MmMXBzMu5PXpbdcYa5H5sypF4n6uQz7iwFWTFmWZ3EzDASL8PltJil3Ak2hDRis5j0ppRN6QG+f/++pvGb8rps2bKpbmdpaYmlpaVOubFzMRv7+NmRxMwwWSlezQo149vCCxjc/xEF74LaBK7lBi97L/y9/TEzyRpf1VkpZtmFxMwwEi/D5ZSYpecc5MGuTPBqStkUKSllixcvnub9pKSU1adAgQJ4eHhoLY+JieHo0aNUq1Yt/ZUXQrx3NuY2fN/wB0q7lyU8j4prHiqqeFblu4ZLskwDVgghshr5dswEmZFSVqVSMWzYMKZOnYqfnx8FChRg/Pjx5MmTR2uWBCFE1uSXy49fmv7Cw+cPMVGZ4Gzl/PaNhBDiAyaN2EySGSllP//8c549e0afPn2Ijo6mZs2abNu2DSsrq/dxSkKI98DV2tXYVRBCiGxBGrEZ5E0pZQGsrKyYN2/ee00pq1KpmDx5MpMnT07nWQghxPvz77Vwbl06ir27N2UrVNeM+xdCiPSQMbF6KIpCnz59cHZ2RqVScebMmTRvm5SUxMWLFzl8+DAlSpQA0El8oI+Pjw/BwcHpr7QQQmRRyWqFPXN6YzehFnm/HYPHzI6cGVeT+/dTn/5PCCHeRnpi9di2bRshISGEhoZSsGBBXF3Tfnvv/PnzVK9enbp162ZoSlkhhMiujq78Budf9/HosSMACYDp34+4ntCN3LN3GLdyQohsSxqxeoSHh+Pp6Un16tUN3rZs2bLpmrBXCCFyqvgty8n12FSrzDxRRezRG8Q8eYyDozzEJoQwnDRiXxMQEMCyZcuAl2NMvb29+ffff5k9ezZLlizh5s2b5M6dm759+zJu3DgAzp07x9ChQzl8+DA2Nja0bduWb775RmtMLMDs2bMJCgoiISGBTp06ERwcrDUv2tOnT+ncuTObNm3CycmJsWPHMnDgQM3yiIgIBg8ezO7duzExMaFx48bMnz9fk6UrMDCQjRs30r9/f6ZOncqjR49o3rw533//PY6OjnrPV9LOZn8SM8NIvAz3zjG7naC3ONcDE6JvhGNdzD69Vcuy5DozjMTLcDktZpJ2NgPMnTsXX19flixZwvHjxzE1NWXMmDF8//33zJkzh5o1a3L37l3+/vtv4GVK2UaNGlGtWjWOHz9OZGQkvXr1YtCgQYSEhGj2u3fvXjw9Pdm7dy9Xr16lY8eOlC1bVisD16xZsxg7diyTJk1i+/btDB06lMKFC9OgQQPUajUtW7bEzs6Offv2kZSUxMCBA+nYsSOhoaGafVy9epW1a9fyxx9/EBMTQ8+ePRkwYAArVqzQe76SdjbnkJgZRuJluPTGTGVpggfJOuVJJnDw4l/YXrvzrlXLsuQ6M4zEy3A5JWbpuYutUl5//F0QHBxMcHAw169f5+nTp7i5ubFgwQJ69eqls+7333/P6NGjuXnzJra2tgBs3bqVFi1acOfOHXLnzk1AQAChoaGEh4djavryllqHDh0wMTFh9erVwMsHu4oVK8aff/6p2XenTp2IiYlh69at7Ny5kyZNmnDt2jW8vLwAuHjxIiVKlODYsWNUqlSJwMBApk6dyo0bN8ibNy/wcnxvs2bNuH37tiar16v09cR6eXnx8OFDSTubTUjMDCPxMty7xmx5UA+qhZzUKT9ZwpL2q45iosp5zxjLdWYYiZfhclrMYmJicHV15cmTJ2luf0hP7FtcunSJ+Ph4Pvroo1SXlylTRtOABahRowZqtZrLly9rbvWXKFFC04AF8PT05Ny5c1r7ej2zVrVq1TQzFly6dAkvLy9NAxagePHiODk5cenSJSpVqgRA/vz5NQ3YlH2k1EVfI1bSzuYcEjPDSLwMl96YNRz4Fb9d/ph6R59j9jKLNhfyq3Cb8CWWFrrfPzmJXGeGkXgZLqfELD3nII3Yt7C2ts6Q/bz+5qhUKtRqdYbsWwghsrJ89vloN/8PVh9YSPS501h4etK4QT8qeVQydtWEENmYNGLfws/PD2tra3bv3q13OEGxYsUICQnh2bNnmt7YsLAwTExMKFKkiEHHOnLkiM7rYsWKaY5z8+ZNbt68qTWcIDo6muLFi2u2iYiI4M6dO+TJk0ezj/TURQghMlJeu7yMaDINmhi7JkKInCLnDUTKYFZWVowePZrPP/+cn3/+mfDwcI4cOcKPP/4IQNeuXbGysqJ79+6cP3+evXv3MnjwYD799FPNUIK0CgsL4+uvv+aff/7h22+/5ddff2Xo0KEA1K9fn1KlStG1a1dOnTrFsWPH6NatG3Xq1KFixYpa9e3evTtnz57lwIEDDBkyhA4dOugdSiCEEEIIkV1JT2wajB8/HjMzMyZMmMCdO3fw9PTUJDKwsbHRzCRQqVIlrSm2DDVixAhOnDjBpEmTcHBw4JtvvqFRo0bAy+EHv//+O4MHD6Z27dpaU2y9qlChQrRp04amTZvy+PFjmjdvzsKFC989CEIIkVUlxIGZFZhIv4wQHxJpxOoxbNgwhg0bpnltYmLCuHHjNPPCvq5UqVLs2bNH7zJFUbCwsGD//v2oVCocHR0JCAjQSTF7/fr1t9Yrf/78/P777zrlPj4+WvXt378//fv3f+v+hBAiO1MubSX6h/EkXruPiaMVuToGYNpwrDRmhfhASCP2PXs9ha2JiUmGPSyW4vjx49ja2vL1119n6H6FECKrSv5nHzf7DuZ5pAXwMlnC41M/4373EU495hi3ckKITCF/rr5nr6aw9fDwwN3dHXv7jM1O4+bmZtTEBEIIkdmufz3x/xuw/0mON+XhT5shKT6VrYQQOYn0xL5H+lLY+vj4ULZsWc1wgqioKIYOHcoff/xBfHw8derUYd68efj5+Wn289tvvzFhwgSuXr2Kp6cngwcPZsSIEZrlKcMJAgMDCQwMJDo6mtGjR7Nx40aePHlCoUKF+Oqrr2jevLlOHSXtbPYnMTOMxMtwWTFmUZcjsdVTnvjAjEdXL+LgWzLT66RVjywYs6xM4mW4nBYzSTubxehLYdu+fXutdQICArhy5QqbNm3CwcGB0aNH07RpUy5evIi5uTknT56kQ4cOBAYG0rFjRw4dOsSAAQNwcXEhICBA55hqtZomTZrw9OlTfvnlF3x9fbl48aJWooVXSdrZnENiZhiJl+GyUswszE2w1ZPKVq2CLUfP4ng5wgi10pWVYpYdSLwMl1Nilp60s9KIfY8cHR2xt7fH1NRU7xRXKY3XsLAwqlevDsCKFSvw8vJi48aNtG/fnm+++YaPPvqI8ePHA1C4cGEuXrzIrFmz9DZid+3axbFjx7h06RKFCxcGoGDBgqnWccyYMQwfPlzzOiXtbMOGDSXtbDYhMTOMxMtwWTFmU0O/xufOY53yMwVV1G/dEDdrNyPU6j9ZMWZZmcTLcDktZil3gg0hjVgjunTpEmZmZlSpUkVT5uLiQpEiRbh06ZJmnZYtW2ptV6NGDYKDg0lOTtbpYT1z5gz58uXTNGDfRtLO5hwSM8NIvAyXlWJm2b4F+yN+pvYFRVN20xU2tc5PV4c8RqyZtqwUs+xA4mW4nBIzSTsrMnzmAyGEyIr6lOtF1857+f3abfzuKDxygIsFzZn7kf6pEIUQOY/MTmBExYoVIykpiaNHj2rKHj16xOXLlzWpZIsVK0ZYWJjWdmFhYRQuXFjvONfSpUtz69Yt/vnnn/dbeSGEMCJXa1fWNF9Dy4aDSWruT5HGnVj98Vpq5atl7KoJITKJ9MQakZ+fHy1btqR3795899132Nvb88UXX5A3b17NEIIRI0ZQqVIlpkyZQseOHTl8+DALFixINQtXnTp1qF27tiZrWKFChfj7779RqVQ0btw4M09PCCHeKycrJ/qW6WvsagghjER6Yo1s6dKlVKhQgebNm1OtWjUURWHr1q2asSHly5dn7dq1rF69mpIlSzJhwgQmT56s96GuFL/99huVKlWic+fOFC9enM8//5zkZN2neIUQQgghsivpiX0LRVHo27cv69atIyoqitOnT1O2bNk0bz9s2DCio6MpW7YsZ86cITQ0VGt5rly5+Pnnn9+4j7Zt29K2bdtUl7+estbZ2ZmffvopzXUUQuRcsVvXErP2Z9QJidg3ao7DJwNQpTLlnhBCZCfSiH2L19PGurq6GrtKQgiRJpFf9OLRxv/G1D89tZCnW38n7+qdqFQqI9ZMCCHenQwneIvX08aamUm7XwiR9SX+e4mHvx/UKX969jZxf7z57o8QQmQHBjdiExMT8fX11cxjmpMFBAQwePBgIiIiUKlU5MmThzx58qBWq7XWa9myJZ999pnm9VdffUXu3Lmxt7enZ8+evHjxQmt9f39/hg0bplXWqlUrrXGuPj4+TJ06lW7dumFnZ4e3tzebNm3iwYMHtGzZEjs7O0qXLs2JEyc024SEhODk5MTGjRvx8/PDysqKRo0acfPmzYwLihAiW4je8jMqRX9v6+1tv2ZybYQQIuMZ3K1obm6u0yjLqfSljc2XLx979+7lo48+AuDx48ds27aNrVu3ArB27VoCAwP59ttvqVmzJsuXL2fevHlvzJqVmjlz5jB9+nTGjx/PnDlz+PTTT6levTqfffYZs2bNYvTo0XTr1o0LFy5obg3GxcUxbdo0fv75ZywsLBgwYACdOnXSmaYrRXx8PPHx8ZrXKRkzEhMTjZKPOaflgs4MEjPDfCjxOpX8mPypLDtrEksBA87/Q4lZRpKYGUbiZbicFrP0nEe67o0PHDiQmTNn8sMPP+To2+v60sY2adKElStXahqx69atw9XVlbp16wIQHBxMz5496dmzJwBTp05l165d6Wr4N23alL59X04fM2HCBBYtWkSlSpVo3749AKNHj6ZatWrcv39fU7/ExEQWLFigyQK2bNkyihUrxrFjx6hcubLOMWbMmMGkSZN0ynfs2IGNjY3Bdc4oOSUXdGaSmBkmp8frD9vcfOoI7k+0y1+Ywx8F8mHx/394GyKnx+x9kJgZRuJluJwSs7i4OIO3SVcL9Pjx4+zevZsdO3ZQqlQpbG1ttZavX78+PbvNFrp27Urv3r1ZuHAhlpaWrFixgk6dOmFi8nJkxqVLl+jXr5/WNtWqVWPv3r0GH6t06dKaf+fOnRuAUqVK6ZRFRkZqGrFmZmZUqlRJs07RokVxcnLi0qVLehuxY8aMYfjw4ZrXMTExeHl50bBhQxwcHAyu87vKabmgM4PEzDAfSrxMLhbjq+iNDPkjEZ/Il2UPHWBRUxOKlvyEpvU+SvO+PpSYZSSJmWEkXobLaTFLuRNsiHQ1Yp2cnN445VNO1qJFCxRFYcuWLVSqVIkDBw4wZ84cg/ZhYmKCoihaZfq60V+9KFOGC+gre32MriEsLS2xtLTUe2xjfiiMffzsSGJmmJweryYlCzEltCujPltJ/gfJmCfDtdyQHF2f4Or+6Tr3nB6z90FiZhiJl+FySszScw7pasQuXbo0PZvlCFZWVrRp04YVK1Zw9epVihQpQvny5TXLixUrxtGjR+nWrZum7MiRI1r7cHNz4+7du5rXycnJnD9/XjMk4V0kJSVx4sQJTa/r5cuXiY6OplixYu+8byFE9mFmasKKTgMYsKYIV5VDYJaI86PyzG7ZBHd7K2NXTwgh3lm6B7QmJSURGhpKeHg4Xbp0wd7enjt37uDg4ICdnV1G1jHL6dq1K82bN+fChQt88sknWsuGDh1KQEAAFStWpEaNGqxYsYILFy5oPdhVr149hg8fzpYtW/D19eWbb74hOjo6Q+pmbm7O4MGDmTdvHmZmZgwaNIiqVavqHUoghMjZ/HLbs3NIKy7f+4j4pGRK5nHExETmhxVC5AzpasTeuHGDxo0bExERQXx8PA0aNMDe3p6ZM2cSHx/P4sWLM7qeWUq9evVwdnbm8uXLdOnSRWtZx44dCQ8P5/PPP+fFixe0bduW/v37s337ds06n332GWfPnqVbt26YmZnxv//9L0N6YQFsbGwYPXo0Xbp04fbt29SqVYsff/wxQ/YthMieinjYG7sKQgiR4dLViB06dCgVK1bk7NmzuLi4aMpbt25N7969M6xyWcGwYcN05nQ1MTHhzp07qW4zduxYxo4dq1U2c+ZMzb/Nzc1ZuHAhCxcuTHUfr6eSBXTG0fr4+OiUAbRp04Y2bdqkum8hhBBCiOwuXRm7Dhw4wJdffomFhYVWuY+PD7dv386Qin0oAgMDKVu2rEHbqFQqNm7c+F7qI4T4cCVFRfHwuyXcHj6cyOBgEl8Zuy+EEFlNunpi1Wo1ycnJOuW3bt3C3l5uWwkhRFbx7Oxadh//kXh1Iv7FW+NWtS+YWeisl3j7Nte7fkLSvXuasqgVK8kfshSzwoUzs8pCCJEm6eqJbdiwIcHBwZrXKpWK2NhYJk6cSNOmTTOqbsJAAQEBGfaAmBAi+9uxqgdNTwYyzvwOky0f0OzKYpb/1AD0TMv3YOFCrQYsgPrpUyJnz86s6gohhEHS1RMbFBREo0aNKF68OC9evKBLly5cuXIFV1dXVq1aldF1zDaWLFlCYGAgt27d0iQ/AGjZsiUuLi789NNPfPXVV8yZM4e4uDg6dOiAm5ub1j6OHz/O2LFjOX36NImJiZQtW5Y5c+ZoTeP1qnbt2uHh4cGCBQuAl2N4586dy6VLlyhatCgJCQnkypWL33//nfr16+tsL2lnsz+JmWE+lHg9vfc3U58fJcrUVFP23MSEIItHFD+0lNJVummt/yzskN79xB05SsL/ZxzM6THLSB/KdZZRJF6Gy2kxS895qBR9TwalQVJSEmvWrOHs2bPExsZSvnx5unbtirW1dXp2lyNERUXh4eHB1q1bNWlpHz9+jKenJ1u3buXRo0d069aNb7/9lpo1a7J8+XLmzZtHwYIFOXPmDAB79uzhzp07VKxYEUVRCAoKYvPmzVy5ckUzVEOlUrFhwwZatWrF/Pnz+e677zh//jwA5cqV49atW0yZMoV+/foRFhZG3bp1iY6O1ptGNjAwUG/a2ZUrVxo17awQ4t1cuLOeVTan9C5r/DQ3Nb0Ga5XlD56LlZ4xsMnWVoQHBr6PKgohhEZcXBxdunThyZMnac4Ymq5G7P79+6levTpmZtoduUlJSRw6dIjatWsbussco1WrVri4uGimtVqyZAmTJk3i5s2b1KxZk3LlyvHtt99q1q9atSovXrzQNGJfp1arcXJyYuXKlTRv3hzQbsSeO3eOMmXKcP/+fczMzPDw8GD8+PGcP3+e1atXM23aNLZu3UpYWJje/evrifXy8uLhw4eSdjabkJgZ5kOJ1/zNk1ga87veZQ3UhZn5yWqtsuiVq3g4Y4bOuk7du+E4dOgHEbOM9KFcZxlF4mW4nBazmJgYXF1dDWrEpms4Qd26dbl79y7u7u5a5U+ePKFu3bp6H/r6UHTt2pXevXuzcOFCLC0tWbFiBZ06dcLExIRLly7Rr18/rfWrVavG3r17Na/v37/Pl19+SWhoKJGRkSQnJxMXF0dERITe45UsWRJnZ2f27duHhYUF5cqVo3nz5pqG8r59+/D390+1vpJ2NueQmBkmp8erVe1B/LJpI4l6khvUKtVT59xdu32K+s5tolauQklMBBMTHJo2Jffw4ST///ConB6z90FiZhiJl+FySswyLe2soiioVLpfjI8ePcLW1jY9u8wxWrRogaIobNmyhUqVKnHgwAHmzJmT5u27d+/Oo0ePmDt3Lt7e3lhaWlKtWjUSEhL0rq9SqahduzahoaFYWlri7+9P6dKliY+P5/z58xw6dIiRI0dm1OkJIbKJgi4eNHbpwubHq1Be+boua1KR1hV1H8BVqVTkHjMGlz59iA8PxyJfPszz5AEgOYeMuRNC5CwGNWJTJtBXqVQEBARo9eAlJyfz119/Ub169YytYTZjZWVFmzZtWLFiBVevXqVIkSKah7KKFSvG0aNH6dbtvwcqjhw5orV9WFgYCxcu1MzycPPmTR4+fPjGY9apU4fvv/8eS0tLpk2bhomJCbVr12bWrFnEx8dTo0aNDD5LIUR2MP3jsTQIb8EvJ5aRmPyCJiU60LnMm4d7mbm4YPZKEhshhMiqDGrEOjo6Ai97Yu3t7bUe4rKwsKBq1ao5LmNXenTt2pXmzZtz4cIFPvnkE0350KFDCQgIoGLFitSoUYMVK1Zw4cIFChYsqFnHz8+P5cuXU7FiRWJiYhg1atRbH5bz9/fnf//7HxYWFtSsWVNTNnLkSCpVqvTB944L8SGr61uKur4yTZYQIucxqBG7dOlS4GVmrpEjR0rjKBX16tXD2dmZy5cv06VLF015x44dCQ8P5/PPP+fFixe0bduW/v37s337ds06P/74I3369KF8+fJ4eXkxffr0tw4HKFWqFE5OThQuXBg7OzvgZSM2OTn5jeNhhRBCCCGyq3SNiZ04cSJJSUns2rWL8PBwunTpgr29PXfu3MHBwUHTkPpQmZiYcOfOHeBlr3WfPn1Yt24dUVFRtGzZkho1amiljZ05c6bm3+XKleP48eNa+2vXrp3W69cnlDAxMeHx48daZWXLltVZTwghiH0ACbHgXOCtq566d5JL147h4pyfZOXDfWBXCJE1pasRe+PGDRo3bkxERATx8fE0aNAAe3t7Zs6cSXx8PIsXL87oemZb27ZtIyQkhNDQUAoWLIi1tXWmNS59fHwYNmwYw4YNy5TjCSGysKf3YdMguLITUMC1MDSdDQXr6KyakJzAwtldKLPhAuWjIdYKLlSw4XbNsvi4FtRZXwghjCFdaWeHDh1KxYoViYqK0hqv2bp1a3bv3p1hlcsJwsPD8fT0pHr16nh4eODo6IiTk9M77TO1mQqEECJVaz6BKzuA//8j+uE/sLIjROtO3/fH6mk0WHoBj+iXr+1eQNOwOPYE9tNZVwghjCVdjdgDBw7w5ZdfYmFhoVXu4+PD7du3M6RiOUFAQACDBw8mIiIClUqFj48PAQEBtGrVSrOOv78/gwYNYtCgQTg6OuLq6sr48eO1emt9fHyYMmUK3bp1w8HBgT59+gDw22+/UaJECSwtLfHx8SEoKEhrvzdu3OB///sfKpVK75RoQogPxJ0zcOuYbnnSczi9QqdYvWar3h+HUgdv8vRZVIZXTwgh0iNdwwnUarXehAa3bt3SpEYVMHfuXHx9fVmyZAnHjx/H1NSUUaNG6ay3bNkyevbsybFjxzhx4gR9+vQhf/78WjM9zJ49mwkTJjBx4kQATp48SYcOHQgMDKRjx44cOnSIAQMG4OLiQkBAAOvXr6dMmTL06dPnjTNG6MvYBS8zgRgjH3NOywWdGSRmhvkQ46WKupnql736yW2deWAdovTf7bF7AVH3H2Ll9WE/95AWH+J19i4kXobLaTFLz3mkqxHbsGFDgoODWbJkCfBy3tjY2FgmTpyomd9UvJySzN7eHlNTUzw8PFJdz8vLizlz5qBSqShSpAjnzp1jzpw5Wo3PevXqMWLECM3rrl278tFHHzF+/HgAChcuzMWLF5k1axYBAQE4OztjamqKvb39G489Y8YMJk2apFO+Y8cObGxs0nPaGWLnzp1GO3Z2JTEzzIcUL8vEJzRQmWGqJOksO/PYmptbt2qV3XXJTf4HN3XWvedgzr2T57E5d/G91TWn+ZCus4wg8TJcTolZXFycwdukqxEbFBREo0aNKF68OC9evKBLly5cuXIFV1dXVq1alZ5dftCqVq2qdbu/WrVqBAUFkZycjKmpKQAVK1bU2ubSpUu0bNlSq6xGjRoEBwdrbfc2Y8aMYfjw4ZrXMTExeHl50bBhwzTnLs5IOS0XdGaQmBnmg42X03U4GKRVpM5TnlKdJ1LKTDv19PcxVsTOHo5dvPq/dYG91dswvlXzTKhs9vfBXmfpJPEyXE6LWcqdYEOkqxGbL18+zp49y+rVq/nrr7+IjY2lZ8+edO3a9a0T84v0eV9z8lpaWmplXkth7FzMxj5+diQxM8wHF6/6EyBPWTizEuKfQuGGmFTsiYml7tCA7h0+YmjEZEqF/ULhqNs8sHFgm28jxo3s+WHFLAN8cNfZO5J4GS6nxCw955CuRiyAmZmZVjYqkX5Hjx7Ven3kyBH8/Pze2JtarFgxwsLCtMrCwsIoXLiwZjsLCwu9Y5eFEB+o4h+//O8tbC3NWPxFa3ZdqsHZW9F42Fvw8b1zFM4tzzwIIbKOdDdi79y5w8GDB4mMjEStVmstGzJkyDtX7EMSERHB8OHD6du3L6dOnWL+/PlaMw3oM2LECCpVqsSUKVPo2LEjhw8fZsGCBSxcuFCzjo+PD/v376dTp05YWlri6ur6vk9FCJFDmJma0LikB41LepCYmMjWreeMXSUhhNCSrkZsSEgIffv2xcLCAhcXF63xnCqVShqxBurWrRvPnz+ncuXKmJqaMnToUM00WqkpX748a9euZcKECUyZMgVPT08mT55MQECAZp3JkyfTt29ffH19iY+PlwxeQgghhMgx0jVP7Pjx45kwYQJPnjzh+vXrXLt2TfPfv//+m9F1zFQpaWKdnZ1RqVScOXPmnfY3bNgwrl+/rnkdHx+vk5bX3NycRYsW8eTJEx4/fsy0adO0/jC4fv263qxbbdu25cKFCyQkJHDjxg1Gjhyptbxq1aoMHDgQNzc3VCoVwcHB73QuQogPS+yLGI5c3sg/904auypCCKEjXT2xcXFxdOrUCROTdLWBs7TX08R6enqyYcMGrQQF6ZGUlMQ///zD4cOH6du3b8ZU9hUqlUqnnjExMQwaNIhvvvmGtm3b4ujomOHHFULkTCtDxzH3+ibi/v/v6SJJ5lR4XJh8uYsZt2JCCPH/0tUK7dmzJ7/++mtG1yVLeD1NbEY5f/48FStWpESJEvTrl7bUjcnJyTrjjQ0RERFBYmIizZo1w9PT06jzvgoh3p2SmMjjFSu40T2AGwE9iFqzFuU9PLx54uJaZtz4rwELcNkskS+3B2T4sYQQIr3S1YidMWMG+/btw9/fn8GDBzN8+HCt/7IrfWliAVq3bq31OjAwkLJly/LTTz+RP39+7OzsGDBgAMnJyXz99dd4eHjg7u7OtGnTNPsuW7YsU6dOJSIignz58uHl5cWAAQPYvHmz5jZ/SEgITk5ObNq0ieLFi2NpaUlERAR3796lWbNmWFtbU6BAAVauXImPj49mO331DAkJoVSpUgAULFgQlUqlNaxBCJH93Bo6jPtTphJ39ChxR45wb+JE7oz6PMOPs/GvH/WWn1TiiLitJ32tEEIYQbqGE8yYMYPt27dTpEgRAJ0Hu7IrfWli3d3dWbp0KY0bN9aa8io8PJw///yTbdu2ER4eTrt27fj3338pXLgw+/bt49ChQ3z22WfUr1+fKlWqAGBiYsK8efMoUKAA//77LwMGDODzzz/XmlEgLi6OmTNn8sMPP+Di4oK7uzstW7bk4cOHhIaGYm5uzvDhw4mMjNRsc/z4cZ162tnZ4eXlRf369Tl27BheXl64ubnpnLOknc3+JGaGya7xen7iBLF79uiUx2zdikO3bliVKJ5hx3rwLDrVX4fHj8LxdC+XYcfKqbLrdWYsEi/D5bSYZVra2aCgIH766SetJ+FzgtTSxDo5OekMLVCr1fz000/Y29tTvHhx6taty+XLl9m6dSsmJiYUKVKEmTNnsnfvXk0j9tWHs3x8fJg6dSr9+vXTasQmJiaycOFCypQpA8Dff//Nrl27OH78uCZr1w8//ICfn59mm5TG6ev1dHFx0SxPbWiEpJ3NOSRmhslu8cq1dy+6f4a+dGrlCqJr1MiwY9k89YBcug/puiSpOXQWblzbqmcroU92u86MTeJluJwSs0xLO2tpaUmNDPzCzI58fHywt/9v4u/cuXNjamqq9bBb7ty5tXpMd+3axYwZM/j777+JiYkhKSmJFy9eEBcXp2kwWlhYULp0ac02ly9fxszMjPLly2vKChUqRK5cuTLkPCTtbPYnMTNMdo1XTHIykdu2611W2t8fuwYNMuxYoSttKfZ8KJes//s+M1MUCkWWpM6njSTpQRpkxetMURSSk5NJTk7OclMuJiUlcejQIapXr46ZWbqnsP+gZLeYqVQqzMzMUk3klGlpZ4cOHcr8+fOZN29eejbPEV7/UlKpVHrLUh7Mun79Os2bN6d///5MmzYNZ2dnDh48SM+ePUlISNA0Yq2trTN1SIaknc05JGaGyW7xytWkCY/mzCH5wUOtcvM8eXCqXx9VBp5Lk4olGfnLWGo7rSbRNgLzZEseRNXlhkMTSuRzzrDjfAiyynWWkJDA3bt309XblRkURcHDw4O7d+9m62GJmSk7xkylUpEvXz6dqUYhE9POHjt2jD179rB582ZKlCihc+D169enZ7dZkrm5eYakbj158iRqtZqgoCBNb+3atWvful2RIkVISkri9OnTVKhQAYCrV68SFRX1XuophMiaTKyt8f7pJ+6On8Dz/5+/2qZiRTynTkFlYZGhx2pYwoO21csScsgJ5f+/ahzMFX5pV/rNG4osSa1Wc+3aNUxNTcmTJw8WFhZZrtGjVquJjY3Fzs4uR07f+T5kt5gpisKDBw+4desWfn5+qfbIGiJdjVgnJyfatGnzzgfPDnx8fNi9ezc1atTA0tIy3bfxCxUqRGJiIvPnz6dFixaEhYWxePHit25XtGhR6tevT58+fVi0aBHm5uaMGDFCp8c2o+ophMi6LP388Fm9isT7kaACc3f393asiS1K8ElVbw6HP8LRypSEaycp5inDCLKjhIQE1Go1Xl5eWXaqRbVaTUJCAlZWVtmiQZYVZMeYubm5cf36dRITE43XiF26dOk7Hzi7CAoKYvjw4Xz//ffkzZs33dNUlSlThm+++YaZM2cyZswYateuzYwZM+jWrdtbt/355/9j777Dorq2Bg7/ht6LIEVFEAt2xV5ib2g0SuwaFaOx926MikZjiYpiS6ygV2Ny7bFXLKiI3URFRRE7Gukd5nx/8HGuI6AMAgNkv8/jE2bPKessDmGzZ5+9tjBo0CCaNm2KnZ0dCxYs4O+//8bAwCDX4xQEoeDTtc27zuv7yhY3oWxxE5KTkzn0JF9OKeShwtLREYqu3P4EQCEVtNndwic9e/YMBwcHTpw4QatWrXL12FFRUZibmxMZGamxB7sOHTpEhw4dCsQ8ssJA5Ew9Il/qEzlTX0HKWUJCAo8fP6ZMmTIqgx8FiVKpJCoqCjMzM9HZzqbCmLOP3Ys56X/k+HG2nTt38scffxAaGkpSUpLKe9euXcvpYfOFJEkMHTqUnTt3Eh4ezvXr16lZs6amw8rSqVOniImJoVq1arx8+ZIpU6bg5ORE06ZNVbbz9PRk79693Pj/+XKCIAifIyYxhb/vhWBdXExPEgSh4MlR193b25uBAwdia2vL9evXqVevHlZWVjx69Ij27dvndoy57siRI/j4+HDgwAFevnyJq6sre/fu1XRYWUpOTub777+nSpUquLu7U7x4cbnwgSAIQl74dclPXGxRC7OenYhw+4JHO37hXVSMpsMS/kWaN2+usr56UaFQKApknyO9amhhkqNO7Jo1a1i3bh0rV65ET0+PKVOmcPz4ccaMGUNkZGRux5jrgoODsbe3p1GjRlkWAcgvqamp8jJcWWnXrh1//fUXcXFxvH79mj179uDo6JhPEQqC8G+z6/ctNN64lVLv0iroGCWB2/UQ/hzTU8ORCULBUVA7o/lp9+7dtG3bFisrKxQKRb5/Epyj6QShoaE0atQISFvXNDo6GoB+/frRoEEDVq1alXsR5jIPDw98fX2BtBswvTPo7u4OgKOjIyEhIfJH82PGjMHT05N3797Rv39/Vq5cydKlS1m2bBlKpZKxY8cyY8YM+fjLli1j8+bNPHr0iGLFitGpUycWL14sr4nm4+PDuHHj2LJlC9OmTeP+/fs8fPgQfX19Bg8ezKlTp7Czs2P+/Pl8//33jBs3Tv5LNDQ0lNGjR3Py5Em0tLRwc3Nj5cqV2Nraqlzj1q1bmTlzJuHh4bRv357169erFGZ4nyg7W/iJnKlH5OvTknesQjuTpyXq3HzKk9CnlLDX7B//hUFBus+Sk5ORJAmlUvnJQZOPSVVKBIa8Iyw6ERtTfeo6FUNbK3ce1El/PCc9zvfbcxpzenGHvCwEkNOcfu73ArLOWU6lH0OdY0VHR9O4cWO6devG0KFDP3ldSqUSSZIyXZ0g38rO2tnZ8e7dOxwdHSldujSXLl2iRo0aPH78uMBVAfnQihUrKFu2LOvWrSMwMBBtbW1sbGzYvHkzbm5uKkkNDg7m8OHDHDlyhODgYLp168ajR4+oUKECZ86c4cKFC3z77be0bt1aLi2rpaWFt7c3ZcqU4dGjR4wYMYIpU6aolJaNi4tj0aJFbNiwASsrK2xsbOjcuTNv376VpwlMmDBBpdqXUqmkc+fOmJiYcObMGVJSUhg5ciQ9e/bEz89PJea9e/dy4MABwsPD6dGjBwsXLmT+/PmZ5kOUnS06RM7UI/KVNfOIzKcN6KfAyb0+WDmK9WKzqyDcZzo6OtjZ2RETE5PhGZbsOhn0D4tPPOJ19P/2tzXVY0prZ1q5WOVWqPKgGKRVpEpKSpIHV3bs2MGvv/7Kw4cPMTIyokmTJixYsEAuvX7+/Hk6derEH3/8wfz587lz5w67d++mRo0aTJgwgUOHDmFqasqYMWM4dOgQ1apVY8GCBUDagM68efPYtWsXkZGRVKpUCU9PT7744otM40yvrNm1a1cAHBwcuHXrFgAbN25k1apVPH/+HEdHRyZOnEivXr1U9o+Pj5eva8GCBfj6+rJz506qVq3K7NmzOXjwIC9evMDGxobu3bszZcoUeQrhwoULOXjwIEOHDmXhwoVERETQs2dPFi9ezKpVq1izZg1KpZKhQ4cyadIk+ZyrV69m27ZtPHnyBAsLC9zc3JgzZ448yJaQkIAkSXJcb9++pXv37pQsWZKNGzdmWhipc+fOQNogG0BsbOxHK28lJSURHx/P2bNnSUlJUXkv38rOtmzZkv379+Pq6srAgQMZP348O3fu5MqVKwV+/Vhzc3NMTU3R1tZWmUpgYWGRYWqBUqlk06ZNmJqaUrlyZVq0aEFQUBCHDh1CS0sLFxcXFi1axOnTp+VO7Pvzd5ycnJg3bx7Dhg1T6cQmJyezZs0aatSoAcC9e/c4ceIEgYGB1KlTB4ANGzZQvnx5eZ+TJ09y+/ZtHj9+jIODA5C29FaVKlUIDAykbt26csw+Pj7yyGu/fv04efJklp1YUXa28BM5U4/I16ft3/EDvEzJ0B5pDN3du2BgV1EDURUuBek+S0hI4OnTp5iYmORodYIjf71i0p57fDhEFRadxKQ991jdxxW3qp83Oi9JEtHR0ZiamsrLMOno6KCnpyf/LtLR0WHevHm4uLgQFhbGpEmTGDNmDAcPHgSQB17mzZvH4sWLcXZ2xtLSkmnTphEYGMjevXuxtbVl9uzZ3Lp1i9q1a8vHHjJkCHfv3uW3336jRIkS7N27l27dunHz5k2V38XpAgMDsbOzY+PGjfIAmJmZGXv27GH69Ol4eXnRqlUrDh48yKhRoyhfvjwtWrSQ9zc0NMTU1JSxY8dy8OBBzp49S7ly5QCwtrbGx8eHEiVKcPv2bYYOHYq1tTWTJ08G0ipthoSE4Ofnx86dO3n16hU9e/bk2bNnVKhQAT8/Py5cuMDgwYP58ssv5f6JkZERK1eulAfZRo0axfz581m9ejUABgYGKBQKzMzMePr0KR07dqR+/fps2LDhk2u6pneEjY2NP9p3SEhIwNDQkKZNm2a6OoG6ctSJXbdunTxcPHLkSKysrLhw4QJfffUVQ4cOzckhCyQnJyeVj+FtbW3R1tZWWcrC1tZWZcT0xIkTLFiwgHv37hEVFUVKSgoJCQnExcXJP2B6enryX3EAQUFB6OjoUKtWLbmtXLlyKgUL7t69i4ODg9yBBahcuTIWFhbcvXtX7sR+GLO9vb1KfB8SZWeLDpEz9Yh8Za1653a8CzqI2QcDI2H1dGjgUE0zQRVSBeE+S01NRaFQoKWlpfZSTKlKiR8P3s3QgQWQAAXw48G7tKtq/1lTC9L7FOlxpnv/9eDBg+X2cuXK4e3tTd26dYmLi1OpWjV37lzatWsHpI3sbtmyhe3bt9OmTRsAuYOYfuzQ0FB8fHwIDQ2lRIkSAEyePJmjR4/i6+vLTz/9lCHe9Gl8xYoVk/eBtCmFHh4ejBw5EkgrWBQQEMCyZctUlsRUKpX079+f69evc/78eUqWLCm/N3PmTPlrZ2dnHjx4wI4dO5g6daqcE6VSycaNG5EkiXr16smDbIcPH0ZLS4tKlSrx888/c+bMGRo2bAjA+PHjVY6bPsi2du1a4H/rCD948IA2bdrg7u7O8uXLs7W2a/q+n7rHtLS0UCgUmf5c5EvZ2ZSUFH766Se+/fZbSpUqBUCvXr0yDJUXBR8mND3xH7al//CFhITQsWNHhg8fzvz58ylWrBjnz59n0KBBJCUlyZ3YD6tt5XXMuTFXRhCEf4/y7p4EhfpzN+AfzF5pE28soe+SSIexmzQdmpDPLj9+x8vIhCzfl4CXkQlcfvyOhmVzb1pBZq5evYqnpyc3b94kPDxc/t0WGhpK5cqV5e3SP9EEePToEcnJydSrV09uMzc3x8XFRX59+/ZtUlNTqVChgsr5EhMTsbJS75ru3r3LkCFDVNoaN27MihUrVNrGjx+Pvr4+ly5dwtraWuW933//HW9vb4KDg4mJiSElJSXD6Gb6gFX66GVuDbLFx8fTpEkT+vTpw/Lly9W6dk1Qe3UCHR0dFi9enGEuQ2Gmq6tLamrqZx/n6tWrKJVKli5dSoMGDahQoQIvXrz45H4uLi6kpKRw/fp1ue3hw4eEh4fLrytVqsTTp095+vSp3Hbnzh0iIiJUfngFQRA+m74JLhP86DJrLi2ntcVtaj9Sm85Ecsx8fqBQdIVFZ92Bzcl2ORUbG0u7du0wMzNj27ZtBAYGsmfPHoAM83yNjY3VOnZMTAza2tpcvXqVGzduyP/u3r2bofOZW9q0acPz5885evSoSvvFixfp27cvHTp04MCBA1y/fp0ZM2ZkuMacDrJVr16dXbt2cfXqVXkawfvH1tfXp3Xr1hw4cIDnz5/n2vXmlRwtsdWqVSvOnDmT27FojJOTEydPnuTVq1cqHUd1lStXjuTkZFauXMmjR4/YunUrv/zyyyf3q1ixIq1bt2bIkCFcvnyZ69evM2TIEJUR29atW1OtWjX69u3LtWvXuHz5Mv3796dZs2Yqf3UKgiDkCh19qNELOq1A2XQKCXp5O8omFEw2ptmbQ5vd7XLq3r17/PPPPyxcuJAmTZpQsWLFj06VS+fs7Iyuri6BgYFyW2RkJPfv35dfu7q6kpqaSlhYGOXKlVP597FlODMbAKtUqRL+/v4qbf7+/hkGm7766iu2b9/O4MGD2bFjh9x+4cIFHB0dmTFjBnXq1KF8+fI8efL5NZ+zO8impaXF1q1bqV27Ni1atMjWQJwm5agT2759e6ZNm8akSZP47bff2L9/v8q/wmbp0qUcP34cBwcHXF1dc3ycGjVqsGzZMhYtWkTVqlXZtm2b/OTjp2zZsgVbW1uaNm2Ku7s73333HaampvLEZ4VCwb59+7C0tKRp06a0bt0aZ2dnfv/99xzHKwiCIAgfU69MMezNDchqApwCsDc3oF6ZYnkaR+nSpdHT05MHifbv38+PP/74yf1MTU0ZMGAAkydP5vTp0/z9998MGjRInpsJUKFCBfr27Uv//v3ZvXs3jx8/5vLlyyxYsEB+aCwzmQ2ATZ48GR8fH9auXcuDBw9YtmwZu3fvVlklIJ27uztbt25l4MCB7Ny5E4Dy5csTGhrKjh07CA4OxtvbWx5x/hzqDLJpa2uzbds2atSoQcuWLXn16lWWx3337h03btzgzp07QNozPjdu3PjoPrlKygGFQpHlPy0trZwcskBQKpXSd999J1laWkqAdP369Tw5z+PHj1WOf/r0aQmQwsPD5W2ePn0qAdKJEyeyfVxHR0fJy8vrs2KLjIyUACkyMvKzjpNTSUlJ0t69e6WkpCSNnL8wKmw5i0qIlH458b00/D/tpXl7B0vPwh/l6/kLW74KApEz9RWknMXHx0t37tyR4uPjc7T/4dsvJKepBySnqQckx/f+pbcdvv3is2NMTU2VwsPDpdTUVLmtWbNm0tixY+XX27dvl5ycnCR9fX2pYcOG0v79+z/5u1SSJCkqKkrq06ePZGRkJNnZ2UnLli2T6tWrJ02bNk3eJikpSZo1a5bk5OQk6erqSvb29pK7u7t069atLGPev3+/VK5cOUlHR0dydHSU29esWSM5OztLurq6UoUKFaQtW7ao7AdIe/bskV///vvvkoGBgbRr1y5JkiRp8uTJkpWVlWRiYiL17NlT8vLykszNzeXtZ8+eLdWoUUMlZwMGDJA6d+6scp4P87ds2TLJ3t5eMjQ0lNq1aydt2bJFJV+bN29WOU9ycrL09ddfS5UqVZJev36daQ42b94skTY1WuXf7NmzM93+Y/diTvofCkkq4Au75qPDhw/TuXNn/Pz8cHZ2xt7enj179tClS5dcPU9ISAhlypTh+vXr1KxZk6SkJPbv34+uri7Vq1fn5cuXTJkyhefPn3P//v1sP7H35s0bjI2N5QnaCoVC7fijoqIwNzcnMjJSY0tsHTp0iA4dOmj8id7CojDl7G3kU/rs6kRkcgoOb+CtGcSawvIGP9G40lf5EkNhyldBIXKmvoKUs4SEBB4/fkyZMmVytMQWwJG/XjLnzzsqD3nZmxswu1Nl3Kraf3aMSqWSqKgozMzM1F5BQV2xsbGULFmSpUuXMmjQoDw9V17Kz5zllo/diznpf+RdGYtC6P1ytPlJT08PU1NTJk6cyKNHjzA1NaVRo0Zs27ZNrf/5pS/4LAgF1eL9o/nCP4mvAiT0U0AJBFRUsDx+dr51YgVBUJ9bVXvaVLbj8uN3hEUnYGOaNoUgtyp25aXr169z79496tWrR2RkJHPnzgX+t1C/UHjluOseGxvLoUOH+OWXX/D29lb5Vxh5eHgwevRoQkNDUSgUODk5AWlzVt5/HRwcTOfOnbG1tcXExIS6dety4sQJlWNlVk/ZwsICHx+fTM/t5+eHm5sb58+fl6t5nT59mtu3b+Pi4oKRkRHdunUjLi4OX19fnJycsLS0ZMyYMSqTyp2cnOQlMbKKXxA0yeDaA7r7p3VgIe1/QA3vSTQ5m8ibd08/uq8gCJqlraWgYVkrOtcsScOyVoWiA5tuyZIl1KhRg9atWxMbG8u5c+cyLG0lFD45Gom9fv06HTp0IC4ujtjYWIoVK8bbt28xMjLCxsaGMWPG5HaceS675WhjYmLo0KED8+fPR19fny1bttCpUyeCgoIoXbp0rsUTFxeHt7c3O3bsIDo6mq+//hp3d3csLCw4dOgQjx49omvXrjRu3JiePXtm2D8wMDDLcrrvS0xMJDExUX6dvuZccnKyRmp+F6R644VFYcpZw1uZz15q+pdEUlwqyaZ5fw2FKV8FhciZ+gpSzpKTk5Ek6ZN17TUpfWZjepy5qUaNGiqrE6QrqLnIrrzMWV5RKpVIkkRycnKGfklOflZy1IkdP348nTp14pdffsHc3JxLly6hq6vLN998w9ixY3NySI3LbjnaGjVqyOViAX788Uf27NnD/v37GTVqVK7Fk5yczNq1aylbtiwA3bp1Y+vWrbx+/RoTExO5DO7p06cz7cSmTy3IrJzu+xYsWMCcOXMytB87dkyeW6sJBaHeeGFTGHJmE6cLZKzdrp8C185dRJmP91xhyFdBI3KmvoKQMx0dHezs7IiJicmw3mhBEx0drekQCp3ClLOkpCTi4+M5e/ZshnoDcXFxWeyVtRx1Ym/cuMGvv/6KlpYW2traJCYm4uzszOLFixkwYABff/11Tg5bKMTExODp6cnBgwd5+fIlKSkpxMfHExoamqvnMTIykjuwkFZ5w8nJSa5PnN6WnXXyPmb69OlMmDBBfh0VFYWDgwNt27bV2INdBaXeeGFRmHL29Mo1Ev/7R4b2FGcn3Lp1y5cYClO+CgqRM/UVpJwlJCTw9OlTTExMcvxgV16TJIno6GhMTU3zrKJlUVMYc5aQkIChoSFNmzbN9MEudeWoE6urqys/CWdjY0NoaCiVKlXC3NxcpaJUUTRp0iSOHz/OkiVLKFeuHIaGhnTr1k3lr1uFQsGHiz6oO0yubjWOnNLX10dfXz/T82vyf7yaPn9hVBhy5jB6JI8v+JP6fiUYAwPKzpmb77EXhnwVNCJn6isIOUtNTUWhUHyyrr0mpf8uS49T+LTCmLP09Xkz+7nIyc9Jjjqxrq6uBAYGUr58eZo1a8asWbN4+/YtW7dupWrVqjk5ZIGUWTUOf39/PDw8cHd3B9JGZkNCQlS2KV68OC9fvpRfP3jwIEfD5J8rt8rpCkJu0bWxoezuXUT897/E37qNbsmSWPbqiZ6jo6ZDEwRBEAqZHHVif/rpJ3kOxvz58+nfvz/Dhw+nfPnybNq0KVcD1KT0ahyNGzdGX18fS0tLypcvz+7du+nUqRMKhYKZM2dmGA1t2bIlq1atomHDhqSmpjJ16lSN/CWeWfyCoGna5uZYDR6s6TAEQRCEQi5H48916tShRYsWQNp0giNHjhAVFcXVq1dVHnoq7DIrR7ts2TIsLS1p1KgRnTp1ol27dtSqVSvDfg4ODjRp0oQ+ffowadIkjTwklVvldAVBEARBEAqaz6rYFRYWRlBQEAAVK1YUi+0XAYWpYpckSSQ/e4aWiQk6/+JR5oJUGagwEPlSn8iZ+gpSznKjYldey6z6VPPmzalZs6a8/nlRkZNqmpnJ7YpdPj4+jBs3joiIiM8+VlZyu2JXjq46Ojqafv36UbJkSZo1a0azZs0oUaIE33zzDZGRkWodS5IkhgwZQrFixVAoFNy4cSMnIQn/MuF+Z7jZog3BbdoS1Kgxfw0aRkp4uKbDEgRBKLqUqfD4HNzemfZf5b/7mYvMChv9myQnJzN16lSqVauGsbExJUqUoH///rx48SLfYshRJ3bw4MEEBARw4MABIiIiiIiI4MCBA1y5coWhQ4eqdawjR47g4+PDgQMHePnyZZF6MOx9zZs3Z9y4cZoOo0iIefiIpyNHof8q7Ql3LUlC2/8M1waP1HBkgiAIRdSd/bC8Kvh2hF2D0v67vGpaewElSVKGtUiF3BMXF8e1a9eYOXMm165dY/fu3QQFBfHVV/lXQjxHndgDBw6wadMm2rVrh5mZGWZmZrRr147169fz559/qnWs4OBg7O3tadSoEXZ2dujo5OhZsyJB/MBlz9XVG9FNzZgn07+vExn0QAMRCYIgFGF39sMf/SHqgxG2qJdp7fnUkd26dSt16tTB1NQUOzs7+vTpo7JWup+fHwqFgsOHD1O7dm309fU5f/480dHR9O3bF2NjY+zt7fHy8sowsJSYmMikSZMoWbIkxsbG1K9fHz8/vyxj+Vhp9/RCRXp6eri4uLB169aPXtfs2bOxt7fn1q1bAEydOpUKFSpgZGSEs7MzM2fOVFmm09PTk5o1a7Jp0yaqVq2KmZkZI0aMIDU1lcWLF2NnZ4eNjQ3z589XOc+yZcvkUVMHBwdGjBhBTExMlnG9efOGOnXq4O7urlLZM525uTnHjx+nR48euLi40KBBA1atWsXVq1dzfe38rOSox2hlZYW5uXmGdnNzc7WegPfw8MDX1xdIG5Z3dHTEycmJatWqoa2tja+vL3p6esybN48+ffowatQodu7cia2tLStXrqR9+/ZA2hp4Q4YM4dSpU7x69YrSpUszYsQIuXpYQkICtWvXpnHjxqxbtw5I6zzXrFmTFStW0K1bN2xtbdm9e7d8TIA9e/bQv39/Xr9+TevWrWnSpAmLFi2S33/z5g0lSpTg5MmTNG3alDVr1uDl5cXTp08xNzenSZMm7Ny5Ew8PD86cOcOZM2dYsWIFAI8fPyYkJIQWLVpw6NAhfvjhB27fvs2xY8do2rQpixYtYt26dbx69YoKFSowc+ZMuv3/YvDh4eGMGjWKY8eOERMTQ6lSpfj+++8ZOHAgSUlJTJgwgV27dhEeHo6trS3Dhg1j+vTpmX4PCmPZ2bdPArHJ4r2bN+/Q0Nkp9wMrwApSecvCQORLfSJn6itIOfussrPKVBRHpgISGZfTl9Jaj0xDqtAetDIvb54dWZVQff91YmIic+bMwcXFhbCwMCZNmsSAAQM4ePBgWqj/v920adNYvHgxzs7OWFpaMn78ePz9/dm7dy+2trbMnj2ba9euUaNGDXmfkSNHcvfuXbZv306JEiXYu3cvbm5u3Lx5k/Lly2eINyAgADs7OzZu3CiXdlcqlezZs4exY8fi5eVFq1atOHjwIAMHDqREiRLyA/HpsaampjJ27FgOHjzImTNnKFeuHEqlEhMTEzZt2kSJEiW4ffs2Q4cOxcTEhMmTJ8s5CQ4O5siRI+zcuZNXr17Rs2dPgoODqVChAqdPn+bChQsMHjyYli1bUr9+fSCtn7V8+XLKlCnDo0ePGDVqFJMnT2b16tUq+VMqlTx9+pR27dpRv359NmzYIF/fp4SHh6NQKDAzM8t0+9wuO5ujB7vWrVvHf//7X7Zu3SqXNH316pVcrSu7UwoiIyPx9vZm3bp1BAYGoq2tTffu3bl27RpTpkyhZ8+e/P7773h6etK2bVvc3d1p3rw5Xl5e/PHHH4SGhmJkZERycjLz5s2jU6dOWFlZceHCBYYMGcLmzZvp0aMHkFZlrH79+vzxxx907NiRL774Ant7e3bv3g1A9+7dMTAwUPmLqVu3bhgaGrJ161ZWr17N4sWLCQkJkStjrFq1ip9//pmQkBCuXr1KgwYN2Lp1K40aNeLdu3ecO3eOMWPGEBkZSfv27alatSpz584F0taSPXfuHC1atKB69eosWbJE/oFbu3Yt//nPf1i+fDnly5fn7NmzDBs2jKNHj9KsWTNGjRqFv78/69evx9ramocPHxIfH0+nTp1YsmQJ3t7ebNu2jdKlS/P06VOePn1K7969M/0eeHp6Zlp2dvv27RotO/sxjw7/iJtfbIb2BF04MfIrKtg30kBUgiAIBVN62VkHBwf09PTU2/fpRUx29frkdjFdd5Di0DCnIWaqY8eOVKtWjQULFmT6/vXr12nZsqVcjez8+fN06tSJbdu20aFDByDtGZ6yZcuyfv16OnfuDKT1PSpXrkz//v1ZsGABT58+xdXVldu3b2Nvby8fv0uXLtSqVYtZs2Zlen5LS0v+85//8OWXX8pt7dq1o1KlSioPow0cOJDY2Fj++OMPeb/0aZS3b99m9+7dlChRIss8rFy5kt27d3P69GkAFi5cyMqVK7l37x6mpqZAWn/lwYMHXL9+XX7Iq169evTu3Zvx48dnetx9+/YxYcIEgoODgbTf+9OnT+fEiRO4u7vTsWNHFixYkO1qYAkJCbi5uVG+fHnWr1+f6TZJSUk8ffqUV69eZVp2tk+fPmo92JWjkdi1a9fy8OFDSpcuTenSpQEIDQ1FX1+fN2/e8Ouvv8rbXrt2LcvjmJubY2pqira2ttwZBqhRowY//PADkFYWdeHChVhbW/Pdd98BMGvWLNauXcutW7do0KABurq6Kh2xMmXKcPHiRf744w+5E1uzZk3mzZvH4MGD6dWrF0+ePOHAgQPyPn379qVfv37ExcVhZGREVFQUBw8eZM+ePQD06NGDcePGcf78eZo0aQKkfcN79+6NQqEgNDQUY2NjOnbsiKmpKY6OjvKyVubm5ujp6WFkZKRynenmzp1LmzZtgLS/NH/66SdOnDhBw4Zp/0Nwdnbm/Pnz/PrrrzRr1ozQ0FBcXV2pU6cOgMrHGKGhoZQvX54vvvhCHt3+mMJYdnZR2DJC7sTi9EHF3d2NtOjboBplq3TIh0gLjoJU3rIwEPlSn8iZ+gpSzj6r7KwUna3NjKRo+IzfGZmVUNXR0UFPT0/+XXT16lXmzJnDrVu3CA8Pl0f6IiIiKFGihDzw0qRJE3mfx48fk5ycTLNmzeQ2MzMzXFxc5GOHhISQmppK3bp1VWJKTEzExsbmo78LDQ0NVd5/8OABw4YNU2lr1qwZ3t7eKm0//PAD+vr6XLhwAWtra5Vj/v7776xatYrg4GBiYmJISUmRp25CWqVNJycnSpQoIeesRIkS6OnpYWFhIR/H3t5eXr0A4MSJEyxatIh79+4RFRVFSkoKCQkJ6OjoYGRkhIGBAQkJCXz55Zf07t0bLy+vT33bZMnJyfTr1w8tLS3Wr1+fZc4KRNnZz10W4lOqV68uf62trY2VlRXVqlWT22xtbQFU5sKsXr2aTZs2ERoaSnx8PElJSdSsWVPluBMnTmTv3r2sWrWKw4cPY2VlJb+XvgzK/v376dWrF7t27cLMzIzWrVsDaSOnbdu2Zdu2bTRp0oTHjx9z8eJFucPepk0bHB0dcXZ2xs3NDTc3N9zd3bM1mpneGQV4+PAhcXFxcqc2XVJSktwpHj58OF27duXatWu0bduWLl260KhR2uijh4cHbdq0wcXFBTc3Nzp27Ejbtm2zPHdhLDvbw8UNjz7/ofU1qPFYSayBglM1FKSWTqVixU7wL/0lq+nvWWEj8qU+kTP1FYScfVbZWVP7T28DaJnaw2cs85RVCdX017GxsbRv35527dqxbds2ihcvTmhoKO3atSMlJUXl2kxNTeWv3//vh9eefuy4uDi0tbW5evVqho+4TUxMPpqzzI77YVt6p/z9tjZt2vDbb79x/Phx+vbtK7dfvHiRfv36MWfOHNq1a4e5uTk7duxg6dKl8v7pZVvTj5t+HXp6ehnOK0kSWlpahISE8NVXXzF8+HDmz59PsWLFOH/+PIMGDVLJn76+Pq1bt+bgwYNMmTKFkiVLZnnt6ZKTk+nVqxehoaGcOnVKpSOdWb40XnZ29uzZOdkt2z68kPQLfv81/O+m37FjB5MmTWLp0qU0bNgQU1NTfv75ZwICAlSOExYWxv3799HW1ubBgwe4ubnJ7+np6dGtWze2b99Or1692L59Oz179lR50Kxv376MGTOGlStXsn37dqpVqyZ3rk1NTbl27Rp+fn4cO3aMWbNm4enpSWBg4Ee/oQDGxsby1+mTrA8ePJjh5knvbLZv354nT55w6NAhjh8/TqtWrRg5ciRLliyhVq1aPH78mMOHD3PixAl69OhB69at2blz50djKEwqNBjDrHt7WFQ/hj2N074/deMTWFy+PxhknKstCIIg5JBjIzArkfYQF5nNPlSkve+Yt9O47t27xz///MPChQtxcHAA4MqVK5/cz9nZGV1dXQIDA+VPjiMjI7l//z5NmzYFwNXVldTUVMLCwuRPWrMjs9LulSpVwt/fnwEDBsht/v7+VK5cWWW7r776ik6dOtGnTx+0tbXp1SttysaFCxdwdHRkxowZ8rZPnjzJdkxZuXr1KkqlUqUznD694X1aWlps3bqVPn360KJFC/z8/D461SE5OZkePXrw4MEDTp8+rTI4mB8+f3XcAsDf359GjRoxYsQIXF1dKVeunDzH433ffvst1apVw9fXl6lTp3L37l2V9/v27cuRI0f4+++/OXXqlMpfRwCdO3cmISGBI0eOsH379gzv6+jo0Lp1axYvXsytW7cICQnh1KlTQFon+cObPTOVK1dGX1+f0NBQypUrp/Iv/QcX0kaGBwwYIM+dTX9gDdI+KunZsyfr16/n999/Z9euXbx79+7TiSws9Ixx63+cY+UGsCPVhkO6FdjUwhubFjM1HZkgCELRoqUNbukPNH84N/L/X7st/KyHurKjdOnS6OnpsXLlSh49esT+/fv58ccfP7mfqakpAwYMYPLkyZw+fZq///6bQYMGySOCABUqVKBv377079+f3bt38/jxYy5fvsyCBQvkh8Yyk17a/dWrV4T//zrlkydPxsfHh7Vr1/LgwQOWLVvG7t27mTRpUob93d3d2bp1KwMHDpQHmsqXL09oaCg7duwgODgYb29veVrj5yhXrhzJycly/rZu3covv/yS6bba2tps27aNGjVq0LJlS169epXpdsnJyXTr1o0rV66wbds2UlNTefXqFa9evSIpKemzY86OItGJLV++PFeuXOHo0aPcv3+fmTNnEhgYqLLN6tWruXjxIr6+vvTt25cuXbrQt29flUQ3bdoUOzs7+vbtS5kyZeQn+tIZGxvTpUsXZs6cyd27d1Ueljpw4ADe3t7cuHGDJ0+esGXLFpRKJS4uLkDazR4QEEBISAhv377N8ik/U1NTJk2axPjx4/H19SU4OJhr166xcuVKeSWHWbNmsW/fPh4+fMjff//NgQMHqFSpEpC2hMZvv/3GvXv3uH//Pv/973+xs7P75GhwoWNgjm6zqVT59iQOfXaBS/tP7yMIgiCor/JX0GMLmH0wtcCsRFp75bxfF7R48eL4+Pjw3//+l8qVK7Nw4UKWLFmSrX2XLVtGw4YN6dixI61bt6Zx48ZUqlRJZU7m5s2b6d+/PxMnTsTFxYUuXbqojN5mJrPS7l26dGHFihUsWbKEKlWq8Ouvv7J582aaN2+e6TG6deuGr68v/fr1Y/fu3Xz11VeMHz+eUaNGUbNmTS5cuMDMmZ8/QFOjRg2WLVvGokWLqFq1Ktu2bcvygTlIG5T77bffqFKlCi1btlSZvpnu+fPn7N+/n2fPnlGzZk3s7e3lfxcuXPjsmLNF0jAvLy/J0dFRft2sWTNp7NixKts4OjpKXl5eKm2AtGfPHkmSJCkhIUHy8PCQzM3NJQsLC2n48OHStGnTpBo1akiSJEl3796VDA0Npe3bt8v7h4eHSw4ODtKUKVNUjjtlyhQJkGbNmpVpvIcOHZIAqWnTpirt586dk5o1ayZZWlpKhoaGUvXq1aXff/9dfj8oKEhq0KCBZGhoKAHS48ePpdOnT0uAFB4ernIspVIpLV++XHJxcZF0dXWl4sWLS+3atZPOnDkjSZIk/fjjj1KlSpUkQ0NDqVixYlLnzp2lR48eSZIkSevWrZNq1qwpGRsbS2ZmZlKrVq2ka9euZXotmYmMjJQAKTIyMtv75KakpCRp7969UlJSkkbOXxiJnKlH5Et9ImfqK0g5i4+Pl+7cuSPFx8d/3oFSUyTp0VlJuvXftP+mpuROgJIkpaamSuHh4VJqamquHTMrMTExkrm5ubRhw4Y8P1deys+c5ZaP3Ys56X/kaImtwkKSJIYOHcrOnTsJDw/n+vXrGR72ep+fnx8tWrQgPDy86I1cZlNOahfnpoJUb7ywEDlTT4HN14PjcPM3SE5I+2ShRi/Qzjq+O7dP8+zaeYqVrUTtxl2zvQxOThTYnBVgBSlnH6tXX1AolUr5SXq1Hz77hOvXr3Pv3j3q1atHZGQkc+fOxc/Pj4cPH2ZYGaAwycuc5ZWP3Ys56X8U6fJY6SVt/fz8cHZ21ujN6uPjw7hx44iIiNBYDIIgFFCn5sPZxf97HXQQ7u6H3r9neOI7KSmBA8M64nLxOQ7/PwRxoMIiGm7ajbW1A4IgZLRkyRKCgoLQ09Ojdu3anDt3rlB3YIU0OerEpqam4uPjw8mTJwkLC8swvzP9YSZNe7+kbWGRlJSk9mLUgiAUYlEvkM4vy1gN6cExeHgcKrRTaT6xdDyVLjxXaSt3Pwb/6d/Ref2RvI1VEAohV1dXrl69qukwhDyQo/HnsWPHMnbsWFJTU6latSo1atRQ+VcQeHh4MHr0aEJDQ+W6xomJiYwZMwYbGxsMDAz44osvMjwABmlLUdSpUwcjIyMaNWpEUFBQts558+ZNWrRogampKWZmZtSuXZsrV67g5+fHwIEDiYyMRKFQoFAo8PT0BNIe+Prxxx/p378/ZmZmDBkyBEAuqmBoaIiDgwNjxowhNvZ/VarWrFlD+fLlMTAwwNbWVi5JC7Bz506qVauGoaEhVlZWtG7dWmVfQRAKkCcXUChTMn0r+cHpDG36xy5muq3jxSckJ2esby4IglBU5WgkdseOHfzxxx9yWbeCaMWKFZQtW1alpO2UKVPYtWsXvr6+ODo6snjxYtq1a8fDhw8pVqyYvO+MGTNYunQpxYsXZ9iwYXz77bf4+/t/8px9+/bF1dWVtWvXoq2tzY0bN9DV1aVRo0YsX76cWbNmyR1iExMTeb8lS5Ywa9Ysef3d4OBg3NzcmDdvHps2beLNmzeMGjWKUaNGsXnzZq5cucKYMWMylLgFePnyJb1792bx4sW4u7sTHR3NuXPnyGrqc2JiIomJ//vFl14xIzk5WSM1vwtSvfHCQuRMPQUtX09i9CiXxXu3I3So9kGceomZL9WnmwJJ8fHkxaIzBS1nhUFByllycjKSJKFUKrNcGUfT0n9HpccpfFphzJlSqUSSJJKTkzMUlsjJz0qOHuwqUaIEfn5+VKhQQe0T5qfly5ezfPlyQkJCiI2NlesV9+nTB0hLmJOTE+PGjWPy5Mnyg10nTpygVatWABw6dIgvv/yS+Pj4T06INzMzY+XKlSqLHKfLak6sk5MTrq6uKuvADR48GG1tbZXyvefPn6dZs2bExsZy6NAhBg4cyLNnz+S6yemuXbtG7dq1CQkJ+WTJWQBPT0+Vkr3ptm/fnq1qY4IgfJ5rbyT6h06jrNZLlfY4SZ/vLX6mhbOFavvuVdQMeJbhOA+djVEOFWslCxnp6OhgZ2eHg4ODmK4maFRSUhJPnz7l1atXpKSofgIVFxdHnz598v7BrokTJ7JixQpWrVqVp0/E5qbg4GCSk5Np3Lix3Karq0u9evUyFD14v+ytvX3aunhhYWEfXS8OYMKECQwePJitW7fSunVrunfvTtmyZT8Z2/tlZyFtWsKtW7fYtm2b3Jb+l9bjx48/WuK2Ro0atGrVimrVqtGuXTvatm1Lt27dsLS0zPTc06dPZ8KECfLrqKgoHBwcaNu2rcZWJygo9cYLC5Ez9RS0fJV9Fc2gNZNYrruamlqPAHiqLM70lMF0aNiMDrVVK/dF1q7KnT5dKR72v09QYoy0qDRnMY41s19tSB0FLWeFQUHKWUJCAk+fPsXExKTArk4gSRLR0dGYmpoWmn6FphXGnCUkJGBoaEjTpk0zXZ1AXTnqxJ4/f57Tp09z+PBhqlSpkuEHdPfu3Tk5bIHxsRK3H+Pp6UmfPn04ePAghw8fZvbs2ezYsQN3d/eP7vd+2VlIKz07dOhQxowZk2Hb9KolHytxe/z4cS5cuMCxY8dYuXIlM2bMICAggDJlymQ4nr6+vlzO9sMcaPJ/vJo+f2EkcqaegpKvqg7FKF+pJl3uzKOM4iWGJHJXKo2TtSnutRzQ1VX9yM26VFkaHD7Hla1exNy+iX5pR2p/OwmT4lmXhswtBSVnhUlByFlqaioKhQItLa0CuxRT+u/Y9DiFTyuMOUuvlJbZz0VOfk5y1Im1sLD4ZMesoClbtix6enr4+/vLH7MnJycTGBjIuHHjcu08FSpUoEKFCowfP57evXuzefNm3N3ds112FqBWrVrcuXOHcuWymin3vxK3rVu3Zvbs2VhYWHDq1Cm+/vprFAoFjRs3pnHjxsyaNQtHR0f27NmjMuIqCELBsbK3K6tPP2T3NUOiU1LpWcmWCW0qYKiXeSlPPWNTGg2blc9RCoIgFCw56sRu3rw5t+PIc8bGxgwfPpzJkydTrFgxSpcuzeLFi4mLi2PQoEGfffz4+HgmT55Mt27dKFOmDM+ePSMwMJCuXbsCaXNfY2JiOHnyJDVq1MDIyCjLOadTp06lQYMGjBo1isGDB2NsbMydO3c4fvw4q1at4sCBAzx69IimTZtiaWnJoUOH5BK3AQEBnDx5krZt22JjY0NAQABv3ryRy9IKglDwGOhqM7GtCxPbumg6FEEoMJo3b07NmjVZvny5pkPJVQqFgj179tClSxdNh6KiMK5n/1njz2/evOH8+fOcP3+eN2/e5FZMeWbhwoV07dqVfv36UatWLR4+fMjRo0eznC+qDm1tbf755x/69+9PhQoV6NGjB+3bt5cfmmrUqBHDhg2jZ8+eFC9enMWLF2d5rOrVq3PmzBnu379PkyZNcHV1ZdasWZQokfZxoYWFBbt376Zly5ZUqlSJX375Ra5xbGZmxtmzZ+nQoQMVKlTghx9+YOnSpbRv3/6zr1EQBEH490pVphL4KpBDjw4R+CqQVGX2Pl0sqhQKBXv37tV0GBrl6elJxYoVMTY2xtLSktatWxMQEJBv58/RSGxsbCyjR49my5Yt8pwMbW1t+vfvz8qVKwvMU+3jxo1TmSpgYGCAt7c33t7emW7fvHnzDEtR1axZM8vlqd6np6fHb7/99tFt1q5dy9q1a4G0CdlDhgwhKiqK8ePHy39xpqtbty7Hjh3L9DhffPEFfn5+mb5XqVIljhwRC57nlpQ3b4jYs5eUV68wdHXFrF1bFOLpXkEQ/mVOPDnBwssLeR33Wm6zNbJlWr1ptHZsrcHIsiZJEqmpqejoFOnipBpVoUIFVq1ahbOzM/Hx8Xh5edG2bVsePnxI8eLF8/z8ORqJnTBhAmfOnOHPP/8kIiKCiIgI9u3bx5kzZ5g4cWJux1gkpZfEPXDgAC9fvqRq1aq5clw/Pz9q1aqFvr4+5cqVw8fHJ1eO+28Ud/06we078GbZMsK3b+fF5MmE9OuHsgAUjjh76z5eS4axYGFTVizrx1/P/tF0SIIgFFEnnpxggt8ElQ4sQFhcGBP8JnDiyYl8iWPr1q3UqVMHU1NT7Ozs6NOnD2FhYfL7fn5+KBQKDh8+TO3atdHX1+f8+fNER0fTt29fjI2Nsbe3x8vLi+bNm6sMciUmJjJp0iRKliyJsbEx9evXz3KwCNKmCAK4u7vLBZXSrV27Vn4Ox8XFha1bt370umbPno29vT23bt0C0qYUVqhQASMjI5ydnZk5c6bKGqqenp7UrFmTTZs2UbVqVczMzBgxYgSpqaksXrwYOzs7bGxsmD9/vsp5li1bRrVq1TA2NsbBwYERI0YQExOTZVxv3ryhTp06uLu7q6wn/74+ffrQunVrnJ2dqVKlCsuWLSMqKkq+lryWo07srl272LhxI+3bt8fMzAwzMzM6dOjA+vXr2blzZ27HWGBUqVIFExOTTP+9vxxWdrxfEtfOzi5X/lJ8/PgxX375JS1atODGjRuMGzeOwYMHc/To0c8+9r/Rqx9/RPnBD3jCzVu827ZdQxGluXzrFvvOdGaz9Xm224fja/c3D7UWsefwLo3GJQhC0ZOqTGXh5YVIZPxEMr1t0eVF+TK1IDk5mR9//JGbN2+yd+9eQkJC8PDwyLDdtGnTWLhwIXfv3qV69epMmDABf39/9u/fz/Hjxzl37hzXrl1T2WfUqFFcvHiRHTt2cOvWLbp3746bmxsPHjzINJb0ap+bN2/m5cuX8us9e/YwduxYJk6cyF9//cXQoUMZOHAgp09nrL4nSZL8qfa5c+fk5T1NTU3x8fHhzp07rFixgvXr1+Pl5aWyb3BwMEeOHGHnzp1s27aNjRs38uWXX/Ls2TPOnDnDokWL+OGHH1Q+2tfS0sLb25u///4bX19fTp06xZQpUzK9vqdPn9KkSROqVq3Kzp07M13F6ENJSUmsW7cOc3PzfKvemqOeU1xcHLa2thnabWxsiIuL++ygCqpDhw5lWVEis3xkxcPDA19fXyBtTo2joyNOTk5Ur14dAwMDNmzYgJ6eHsOGDZPL0wJEREQwadIk9u3bR2JiInXq1MHLy0u+WX755RfKlCnD0qVLgbSpBefPn8fLy4t27dpliEPIWvLr1yTeuZvpezGnT2M95Lt8juh/DpybzDEz1R/dK0Z6GIUuorvUs9CsFygIQsF3LexahhHY90lIvIp7xbWwa9S1q5unsXz77bfy187Oznh7e1O3bl1iYmJUqmDOnTuXNm3aABAdHY2vry/bt2+Xixht3rxZfsYEIDQ0lM2bNxMaGiq3T5o0iSNHjrB582Z++umnDLGkf1RuYWGBnZ2d3L5kyRI8PDwYMWIEkPbJ9aVLl1iyZAktWrSQt0tJSeGbb77h+vXrnD9/npIl/7ce9A8//CB/7eTkxKRJk9ixY4dKh1OpVLJx40YkSaJevXq0aNGCoKAgDh06hJaWFi4uLixatIjTp09Tv359AJWRZycnJ+bNm8ewYcNYs2aNyrUFBQXRpk0b3N3dWb58+Sd/pxw4cIBevXoRFxeHvb09x48fx9ra+qP75JYcdWIbNmzI7Nmz2bJli7xYbXx8PHPmzKFhw4a5GmBBkp0KWNmRWUnc7t274+vry4QJEwgICODixYt4eHjQuHFj+Yexe/fuGBoacvjwYczNzfn1119p1aoV9+/fp1ixYly8eJHWrVXnJrVr1+6jS4iJsrOZS9XSAi0tyGx9YAMDjcZ3S/c5kPF/KgHGSbwLf4OZ6ec/qFiUFZR7rDAROVNfQcrZ55SdDYsN+/RG/7/d55Q+zaqE6vuvr169ypw5c7h16xbh4eFye0hICJUrV5Zf16pVS/764cOHJCcnU6dOHbnN1NQUFxcX+dg3b94kNTU1QxXSxMREihUr9tHr+jCnd+/eZfDgwSptjRo1wtvbW6Vt/Pjx6Ovrc+HCBaytrVXe+/3331m1ahXBwcHExMSQkpKCmZmZvI0kSTg5OWFiYkJ0dDSSJGFjYyOvFZu+na2tLa9fv5ZfnzhxgkWLFnHv3j2ioqJISUkhISGBmJgYjIyMUCqVxMfH06RJE3r37o2XlxeSJH3yuaBmzZpx7do13r59y4YNG+jRowcXL17ExsYm03zlZtnZHHViV6xYQbt27ShVqpQ8Cnjz5k0MDAzER9fZYG5ujqmpKdra2ip/wVWvXp3Zs2cDUL58eVatWsXJkydp06YN58+f5/Lly4SFhcnD+kuWLGHv3r3s3LmTIUOG8OrVqwwjwra2tkRFRREfH4+hoWGGWBYsWJBp2dljx45p9AG948ePa+zc6Uq4uGByN+No7KPSpbl56JAGIkoTr5X5X8VJCgWnz/ihq/Xpj32EgnGPFTYiZ+orCDlLLzsbExNDUlKSWvsaSdn7PWAkGeWo4tKHoqOj5a9TUlJISkoiKiqK2NhY3NzcaNmyJb/88gvW1tY8e/aMrl27Eh4eTlRUlPxJsFKplGNJn/MZHR2tEl9qaqp87Ddv3qCtrc3p06czdKyMjY0/el3x8fEq70uSREJCgkpbQkKCSkyQ1vHbtWsXe/fupUePHnL75cuX6devH9OmTWPevHmYmZmxe/duVq1aJe+fmJiIlpaWnKvo6GhSUlJQKBQZrjE9ltDQUL766iu+/fZbpk2bhqWlJZcuXWL06NH8888/codWX1+fpk2b8ueffzJ06FCVEeuPsbGxwcbGhmXLllG7dm3WrFmT6dr0SUlJxMfHc/bs2UzLzqorR53YqlWr8uDBA7Zt28a9e/cA6N27N3379s20oyRkz/vlbiGt5G36pPWbN28SExODlZWVyjbx8fEEBwfn+Jyi7GzWUurV4+XoMST+9Vdag7Y25r17U25q5nOI8kvg3t/ZF3c7Q3s1yYLOHQtXERJNKEj3WGEhcqa+gpSzzyk7+4XJF9hetyUsLizTebEKFNgY2fCF0xdoa2VenCM7MiuhqqOjg56eHmZmZjx48IB3796xZMkSHBwcAOT+h7GxMWZmZvLAi6mpqfz7q3r16ujq6nLv3j2qVKkCQGRkJMHBwTRv3hwzMzMaNWpEamoqcXFxNGmS/dLNurq6cnzpKleuzLVr1xg6dKjcdvXqVXkJzHRff/017u7ufPPNN5iYmNCrVy8Abt26haOjI3PnzpW3XbNmDQqFQt5fX18fbW1tTE1N5Zzp6uqio6Ojco738xcUFIRSqcTb21sesT18+LBKvgwMDNDS0uK3336jb9++dOnShVOnTmW7I/u+9+N9X4EoOwtgZGTEd99pbl5gUfTh/+gUCoX8MUBMTAz29vaZPi1pYWEBgJ2dHa9fq85dev36NWZmZln+cSHKzn4kBnt7nHf+l/gbN0h+9RrD6tXQzcEPc26b2HEVN/77JU+k/z10ZqpUMMPNW+M5K0wKwj1W2Iicqa8g5Oxzys5qaWkxrd40JvhNQIFCpSOr+P9pTdPqTUNX5/OuMasSqumvnZyc0NPTY/Xq1QwbNoy//vpLfvo+/brS93v/a3NzcwYMGMDUqVOxtrbGxsaG2bNnq+xTsWJF+vbti4eHB0uXLsXV1ZU3b95w8uRJqlevzpdffplpzE5OTpw+fZomTZqgr6+PpaUlkydPpkePHtSqVYvWrVvz559/smfPHk6cOKFyXVpaWnTp0gVJkujXrx96enp069aNChUqEBoayh9//EHdunU5ePCgvBZt+v7pnfz3/5v+78Pvb3pbhQoVSE5OZvXq1XTq1Al/f39+/fXXTPOnq6vL9u3b6d27N61bt8bPz0/lU+N0sbGxzJ8/n6+++gp7e3vevn3L6tWref78OT169Mj0XtNY2dn9+/fTvn17dHV12b9//0e3/eqrr9QORPi4WrVq8erVK3R0dFSW8nhfw4YNOfTBx9zHjx8v0vOU84NhzZoUpM8XLA2LsbPPaQ7d+507LwIoYV4Wgxf2lLeupunQBEEoglo7tmZZ82WZrhM7td7UfFkntnjx4vj4+PD999/j7e1NrVq1WLJkSbb6G8uWLWPYsGF07NgRMzMzpkyZwtOnT1VGAjdv3sy8efOYOHEiz58/x9ramgYNGtCxY8csj7t06VImTJjA+vXrKVmyJCEhIXTp0oUVK1awZMkSxo4dS5kyZdi8eTPNmzfP9BjdunVDqVTSr18/tLS0+Prrrxk/fjyjRo0iMTGRL7/8kpkzZ6o85J0TNWrUYNmyZSxatIjp06fTtGlTFixYQP/+/TPdXkdHh99++42ePXvSsmVL/Pz8Msxx1dbW5t69e/j6+vL27VusrKyoW7cu586dk0e985yUTQqFQnr9+rX8dVb/tLS0snvIfzUvLy/J0dFRft2sWTNp7NixKtt07txZGjBggCRJkqRUKqUvvvhCqlGjhnT06FHp8ePHkr+/v/T9999LgYGBkiRJ0qNHjyQjIyNp8uTJ0t27d6XVq1dL2tra0pEjR7IdV2RkpARIkZGRn3uJOZKUlCTt3btXSkpK0sj5CyORM/WIfKlP5Ex9BSln8fHx0p07d6T4+PjPOk5Kaop0+eVl6WDwQenyy8tSSmpKLkUoSampqVJ4eLiUmpqaa8fMSkxMjGRubi5t2LAhz8+Vl/IzZ7nlY/diTvof2R6Jff/Juc95AlHIGYVCwaFDh5gxYwYDBw7kzZs32NnZ0bRpU/lhrjJlynDw4EHGjx/PihUrKFWqFBs2bBDLawmCIAifTVtLO8+X0coL169f5969e9SrV4/IyEh5vmnnzp01HJnwuXI0J3bLli307Nkzw1zKpKQkduzYkeXwtPA/H5bEzWyu64c1mU1NTT9aNhfSSudev349l6IUBEEAKSkJRQFYKkoQcmrJkiUEBQWhp6dH7dq1OXfuXL6tZSrknRxV7Bo4cCCRkZEZ2qOjoxk4cOBnB5VbJEliyJAhFCtWDIVCwY0bNzQdEj4+PvKDWIIgCAVZ8qtXPBs9muB69Sk3azYvx4wl+cULTYclCGpxdXXl6tWrxMTE8O7dO44fP061auIZgqIgRyOxkiRlWsHh2bNnmJubf3ZQueXIkSP4+Pjg5+eHs7Oz+KtLEAQhm6SUFEIGDiTlcQiQVl4j9vRpHj98QPmDB1Ho6Wk0PkEQBLU6sa6urvIyDq1atUJH53+7p6am8vjxY9zc3HI9yJwKDg7G3t6eRo0aaTqUAiE5OVnjS70IglA4RPv5yR3Y96U+fUbUyZOYt2+f/0EJgiC8R61ObJcuXQC4ceMG7dq1U6lVrKenh5OTE127ds3VAHPKw8MDX19fIO2hKEdHR5ycnKhatSoAW7duRVdXl+HDhzN37lx5ZHnNmjV4eXnx9OlTzM3NadKkCTt37gTSHmhbtGgR69at49WrV1SoUIGZM2fSrVs3IG1ea4sWLThw4ADTp0/n/v371KxZkw0bNsjnTbd3714mT57M06dPadasGRs2bJAXcAZYuHAhXl5exMXF0aNHD4oXL86RI0fkKRGBgYF8//33XL9+neTkZGrWrImXlxe1atWSj6FQKFizZg2HDx/m5MmTTJ48OcMyHaLsbOEncqYeka/suXp+HxlXhkxz5dwemrbO+2WVCrOCdJ99TtnZ/CJlUXZWyFphzFlul51VSNIniuJmwtfXl549e6pd+SM/RUZG4u3tzbp16wgMDERbW5vu3btz9epVBg0axPDhw7ly5QpDhgxh+fLlfPfdd1y5coUGDRqwdetWGjVqxLt37zh37hxjxowBYP78+fznP/9h+fLllC9fnrNnzzJs2DCOHj1Ks2bN5E5spUqVWLFiBXZ2dnz//ff89ddf3L9/H11dXXx8fBgyZAg1atTA29sbPT09RowYgY6ODv7+/gD88ccf9O/fn9WrV/PFF1+wdetWvL29cXZ2ljuxp06d4sWLF9SpUwdJkli6dCkHDhzgwYMHmJqaAmmdWBsbGxYuXEizZs3Q0dGhdOnSKnny9PTMtOzs9u3bNVp2VhAEzXoQsIovdz/L9L2Dne0p32hsPkck5FR62VkHBwf0xDQQQYOSkpJ4+vQpr169yrTsbJ8+fYiMjMx2xdAcdWILi+XLl7N8+XJCQkKAtCf3w8LC+Pvvv+WR12nTprF//37u3LnD7t27GThwIM+ePZM7gukSExMpVqwYJ06cUCkeMHjwYOLi4ti+fbvcid2xYwc9e/YE4N27d5QqVQofHx969OiBj48PAwcO5NKlS9SvXx9IK51XqVIlAgICqFevHo0aNcLV1ZXVq1fL52nQoAEJCQlZPpymVCqxsLBg+/bt8uLMCoWCcePG4eXllWWOMhuJdXBw4O3bt//6srOFhciZekS+smfLnukYbT5EzceqvyL+Kq3gnUdLvu2e9f9XhIJ1n6WXnXVyciqwg09SJmVnhY8rjDlLSEggJCQEBweHTMvOWltbq9WJzdGDXampqXh5efHHH38QGhpKUlKSyvvv3r3LyWHzRYMGDVS+2Q0bNmTp0qWkpqbSpk0bHB0dcXZ2xs3NDTc3N9zd3TEyMuLhw4fExcXRpk0bleMlJSXh6uqq0vZ+J7dYsWK4uLhw9+5duU1HR4e6df+31l7FihWxsLDg7t271KtXj7t37zJs2LAMxzx9+rT8+vXr1/zwww/4+fkRFhYm130ODQ1V2a9OnTofzYcoO1t0iJypR+Tr43q0ncbgtwe4d0ObhneVKIBLLlr8VSuV9W7fi9xlU0G4zz6n7Gx+yarsrJC1wpiz3C47m6OrnjNnDsuWLaNnz55ERkYyYcIEvv76a7S0tD67NJommZqacu3aNX777Tfs7e2ZNWsWNWrUICIigpiYtDr1Bw8e5MaNG/K/O3fuyHNm89OAAQO4ceMGK1as4MKFC9y4cQMrK6sMf1AYGxvne2yCIBR+phbWTKnuSWL1FOZ8q8Wsb7WIrZnMlMrfY1GshKbDE/4FmjdvrrKeelGhUCgyrANfEBTGJUBz1Indtm0b69evZ+LEiejo6NC7d282bNjArFmzuHTpUm7HmKsCAgJUXl+6dIny5cvLE4x1dHRo3bo1ixcv5tatW4SEhHDq1CkqV66Mvr4+oaGhlCtXTuXf+w9kpR8zXXh4OPfv36dSpUpyW0pKCleuXJFfBwUFERERIW+TPrUgq2MC+Pv7M2bMGDp06ECVKlXQ19fn7du3n5EZQRAEVbW/6MWCYbfYUmEe3yf14seBV6nbXBSz+beSUlOJDbhM5IGDxAZcRkpN1XRIGlVQO6OaMmzYMBQKBcuXL8+3c+ZoOsGrV6/khYJNTEzkwgcdO3Zk5syZuRddHggNDWXChAkMHTqUa9eusXLlSpYuXQrAgQMHePToEU2bNsXS0pJDhw6hVCpxcXHB1NSUSZMmMX78eJRKJV988QWRkZH4+/tjZmbGgAED5HPMnTsXKysrbG1tmTFjBtbW1vLKDpA2ZD569Gi8vb3R0dFh1KhRNGjQgHr16gEwduxYPDw8qFOnDo0bN2bbtm38/fffODs7y8coX748W7dupU6dOkRFRTF58mQMDQ3zJ4mCIPxrKHT0carXkTtvtdDSK5jzKYW8F3XsGK9/WkDKq1dym46dHbbfT8esbVsNRpY1SZJITU1VWQ5UyBt79uzh0qVLlCiRv5/S5GgktlSpUrx8+RKAsmXLcuzYMSBt2afM5lcWJP379yc+Pp569eoxcuRIxo4dy5AhQwCwsLBg9+7dtGzZkkqVKvHLL7/w22+/UaVKFQB+/PFHZs6cyYIFC6hUqRJubm4cPHiQMmXKqJxj4cKFjB07ltq1a/Pq1Sv+/PNPlSdCjYyMmDp1Kn369KFx48aYmJjw+++/y+/37NmTmTNnMmXKFGrXrs2TJ08YPny4yjk2btxIeHg4tWrVol+/fowZMwYbG5u8SpsgCILwLxV17BjPx45T6cACpLx+zfOx44j6/z5AXksfuDE1NcXOzo4+ffoQFhYmv+/n54dCoeDw4cPUrl0bfX19zp8/T3R0NH379sXY2Bh7e3u8vLwyTFVITExk0qRJlCxZEmNjY+rXr59pOfh0Tk5OALi7u6NQKOTXAGvXrqVs2bLo6enh4uLC1q1bP3pds2fPxt7enlu3bgEwdepUKlSogJGREc7OzsycOVNl+SlPT09q1qzJpk2bqFq1KmZmZowYMYLU1FQWL16MnZ0dNjY2zJ8/X+U8y5Yto1q1ahgbG+Pg4MCIESPkqZKZefPmDXXq1MHd3V3lAfAPPX/+nNGjR7Nt27b8n/8t5cDUqVOl+fPnS5IkSTt27JB0dHSkcuXKSXp6etLUqVNzcsh80axZM2ns2LHZ2lapVErfffedZGlpKQHS9evXP7nP6dOnJUAKDw//rDgzM3v2bKlGjRq5ftwPRUZGSoAUGRmZ5+fKTFJSkrR3714pKSlJI+cvjETO1FNU85UQHCwlPnmSJ8cuqjnLSwUpZ/Hx8dKdO3ek+Ph4tfdVpqRI95s1l+64VMz8X8VK0v1mzSVlSspnxZiamiqFh4dLqampctuHv7M3btwoHTp0SAoODpYuXrwoNWzYUGrfvr38fvrv4OrVq0vHjh2THj58KP3zzz/S4MGDJUdHR+nEiRPS7du3JXd3d8nU1FTl2IMHD5YaNWoknT17Vnr48KH0888/S/r6+tL9+/czjTcsLEwCpM2bN0svX76UwsLCJEmSpN27d0u6urrS6tWrpaCgIGnp0qWStra2dOrUKXlfQNqzZ4+kVCqlUaNGSU5OTtKDBw/k93/88UfJ399fevz4sbR//37J1tZWWrRokfz+7NmzJRMTE6lr167SxYsXpb1790p6enpSu3btpNGjR0v37t2TNm3aJAHSpUuX5P28vLykU6dOSY8fP5ZOnjwpubi4SMOHD5ff37x5s2Rubi5JkiSFhoZKLi4u0oABA6SUj3xvU1NTpRYtWkjLly+XJEmSHB0dJS8vryy3/9i9mJP+R47G2BcuXCh/3bNnT0qXLs3FixcpX748nTp1+uyOdUGgTslaDw8PIiIiiuQEdEEQCra469d5+cNMkoKDATCoXp0SCxeg/970oxx7cpHXD49yJvkdQfHGNE1uiqWu5ecfVyg04q5czTACq0KSSHn1irgrVzGuXy9PY/n222/lr52dnfH29qZu3brExMSoFF+aO3euvJJQdHQ0vr6+bN++nVatWgGwefNmlY+9Q0ND2bx5M6GhoXL7pEmTOHLkCJs3b+ann37KEEvx4sWBtE9w7ez+VxZkyZIleHh4MGLECAAmTJjApUuXWLJkCS1atJC3S0lJ4ZtvvuH69eucP3+ekiVLyu/98MMP8tdOTk5MmjSJHTt2MGXKFLldqVSyceNGJEmiXr16tGjRgqCgIA4dOoSWlhYuLi4sWrSI06dPy8t5vt9HcXJyYt68eQwbNow1a9aoXFtQUBBt2rTB3d2d5cuXf3T5rkWLFqGjoyOvp5/fcmWiSMOGDVWWlSoK8qJkrSj7KghCbkqNiODpkKEoo6PltoRbt3j63RDKHj2CIqdzAZVKpN2D2RJ6DK9iFqT+/y+xg7tPsLTFchqXbJwb4QuFQMqbN7m63ee4evUqnp6e3Lx5k/DwcHmJqdDQUCpXrixv9/7Sko8ePSI5OVl+5gTA3NwcFxcX+fXt27dJTU2lQoUKKudLTEzEyspKrRjv3r0rT1FM17hxY1asWKHSNn78ePT19bl06VKGQbLff/8db29vgoODiYmJISUlJcO6qU5OTpiamspVNm1tbdHW1lZZasvW1lZlusWJEydYsGAB9+7dIyoqipSUFBISEoiLi5OLG8XHx9OkSRP69OnzyQe0rl69yooVK7h27ZrG1qnN0ZxYX19fDh48KL+eMmUKFhYWNGrUiCdPnuRacLnNz88vW0/NeXh4MHr0aEJDQ+W5Ljt37qRatWoYGhpiZWVF69atiY2NxdPTE19fX/bt2yf/lXXjxg1CQkJQKBT8/vvvNGvWDAMDA7Zt2wbApk2b5BUF7O3tGTVqlHzurOaseHp6cuPGDZ48eUKnTp2wtLTE2NiYKlWqcOjQIXn/v/76i/bt22NiYoKtrS39+vUTqxYIQhEVefCgSgc2XfLz58ScPZfj46be+i8PgvazxMpS7sACxKYmMPXsVBJSEnJ8bKFw0fn/Ecfc2i6nYmNjadeuHWZmZmzbto3AwED27NkD8NlLS8bExKCtrc3Vq1dVltC8e/duhs5nbmnTpg3Pnz/n6NGjKu0XL16kb9++dOjQgQMHDnD9+nVmzJiR4Ro/HBBLX3v1w7b0jn5ISAgdO3akevXq7Nq1i6tXr8oFld4/tr6+Pq1bt+bAgQM8f/78o9dw7tw5wsLCKF26NDo6Oujo6PDkyRMmTpyoMkc4L+Xoz/SffvqJtWvXAmkJX7VqFcuXL+fAgQOMHz+e3bt352qQ+W3FihWULVtWLlmbnJyMs7Mzixcvxt3dnejoaM6dO4ckSUyaNIm7d+8SFRXF5s2bgbQCBy9evADSKoItXboUV1dXDAwMWLt2LRMmTGDhwoW0b99eXuEgnZaWFt7e3pQpU4ZHjx4xYsQIpkyZIg/3jxw5kqSkJM6ePYuxsTF37tyRP0aJiIigZcuWDB48GC8vL+Lj45k6dSo9evTg1KlTmV5rZhW7IG3UWBM1vwtSvfHCQuRMPUUpX0lhWY9+JYa9xiCH1/jq4u8cMcm87HRkUiTnnp6jeanmOTr2v0VBus+Sk5ORJAmlUil3arLLoJYrOra2pISFQWYFPhUKdGxtMajlqvax3yf9/7HT43y/XalUcufOHf755x9++ukneVnLy5cvA8jXlb7f+187OTmhq6tLQEAApUqVAtLK0t+/f58mTZqgVCqpUaMGqampvHr1iiZNmmSILavr0tXVJTk5WeX9SpUqcf78efr16ye3nT9/nkqVKqls17FjR7788ku++eYbFAoFvXr1AtKWz3R0dGT69OnytulVR9P3fz9X6f9N//dhrOltgYGBKJVKfv75Z3m0Nv2B8vfzp6Wlha+vL3379qVFixacOnUqyxUH+vbtS8uWLVXa2rdvzzfffIOHh0emeVMqlUiSRHJysry0abqc/KzkqBP79OlTypUrB8DevXvp1q0bQ4YMoXHjxjRv3jwnhyxQzM3NMTU1RVtbGzs7O65du0ZKSgpff/01jo6OAPISYwCGhoYkJiaqzItJN27cOL7++mv59bx585g4cSJjx/6v7vj71bs+NWclNDSUrl27yud/f9mtVatW4erqqjJ/Z9OmTTg4OHD//v0MH5UALFiwgDlz5mRoP3bsmPzxgiYcP35cY+curETO1FMU8mWoTMUhk3ZJoeBybCzJ731Kow6rt9EoP1L1MfBKIHG34nJ07H+bgnCf6ejoYGdnR0xMTIYRvewwGTeOiPc6VSokCZOxY4mOjf3MKNNEv/fJQkpKCklJSURFRWFpaYmenh5Lly7l22+/5c6dO/z4449A2ihtVFQUcXFx8jHe/1i9d+/eTJ48GQMDA6ytrVm4cCFaWlokJycTFRWFnZ0d3bt3p3///sybN4/q1avz9u1bzpw5Q5UqVWjXrl2msZYuXZojR45QvXp19PX1sbCwYMSIEQwcOJCKFSvSvHlzjhw5wp49e9i7d688SARpH9t/+eWX/PLLLwwaNIjk5GQ6d+5MiRIl5Dm6tWrV4tixY+zZswdJkuT9ExMTSU1NlXMVHR1NcnIyKSkpKud4P392dnYkJyezZMkS3NzcuHTpEr/88otKvhISEpAkidjYWNasWcPgwYNp2bIlf/75J7a2thmuX1dXl9KlS6u0aWtrY2Fhgb29vUos6ZKSkoiPj+fs2bOkpKSovJf+/VNHjjqxJiYm/PPPP5QuXZpjx44xYcIEAAwMDIiPj8/JIQu0GjVq0KpVK6pVq0a7du1o27Yt3bp1w9Ly0w84vD83JywsjBcvXsiTyzPzqTkrY8aMYfjw4Rw7dozWrVvTtWtXqlevDsDNmzc5ffq0ygT3dMHBwZl2YqdPny5//yBtJNbBwYG2bdtmu3ZxbipI9cYLC5Ez9RS1fL18GEzseyWpASx69qRN/5wXJdj88hGt391go4V5hvcMtY0Y8eUIjHVFNcCPKUj3WUJCAk+fPsXExCRDvfrsMOv8FUZGhoT9tICU16/ldh07O2ymT8P0g3LsOSFJEtHR0ZiamsrzK3V0dNDT08PMzAwzMzM2bdrEDz/8wLp166hVqxZLliyhS5cuGBsbY2ZmJg+8mJqaqvz+8vb2Zvjw4fTq1QszMzMmT57Mq1ev5ONC2vJd8+fPZ9asWTx//hxra2vq169P165ds/xduHTpUiZNmsSWLVsoWbIkjx49onfv3kRERLBs2TKmT59OmTJl2LhxIx06dFDZ19DQEDMzM/r164e+vj4DBw7E2NiYXr16cf36daZOnUpiYiIdOnRg5syZzJkzR45DX18fbW1tTE1N5Zzp6uqio6OjEuv7+WvcuDFLly5lyZIlzJ07lyZNmvDTTz/h4eEh58vAwACFQiEf448//qBXr164u7tz6tSpbC3jqaWlhYGBQZY5S0hIwNDQkKZNm2a4FzPr9H5SttcxeE+fPn2kWrVqSYMGDZKMjIykt2/fSpIkSfv27ZOqVKmSk0MWOF5eXpKjo6P8WqlUSufPn5dmzZolVatWTSpevLj06NEjSZIkacCAAVLnzp1V9n/8+HGGpbmioqIkQGWpjQ/30dfXl8aNGyddvHhRCgoKkjZu3Jhh2a7Q0FBp7dq1kru7u6Srqyt5e3tLkiRJbm5u0tdffy09ePAgw7+YmJhsXbdYYqvwETlTT1HLlzI5WQrfuVMKHTJUejpqlBR5+PBnH/P436+kzTO6SSuWO0hVfarK/6ptriEdeXwkF6Iu+grSffY5S2y9T5mSIsVcCpAi/jwgxVwK+Oxltd6X2RJbeSUmJkYyNzeXNmzYkOfnykv5mbPcUiCW2Fq9ejU//PADT58+ZdeuXfLTe1evXqV37945OWSBp1AoaNy4MY0bN2bWrFk4OjqyZ88eJkyYgJ6eHqnZKL9namqKk5MTJ0+eVFlqI93Vq1dRKpUsXbpU/ijkjz/+yLCdg4MDw4YNY9iwYUyfPp3169czevRoatWqxa5du3BychIVSgThX0Kho4NF165YdO2aa8dsXdmWBY3mcvL8OVpEXOaRcQwvFQ6sdB9KI6dyuXYeoXBRaGvn+TJaeeH69evcu3ePevXqERkZydy5cwHo3LmzhiMTPleOejoWFhasWrUqQ3tmcyuLgoCAAE6ePEnbtm2xsbEhICCAN2/eUKlSJSBt7urRo0cJCgrCysoKc/OMH8Gl8/T0ZNiwYdjY2NC+fXuio6Px9/dn9OjRlCtXjuTkZFauXEmnTp3w9/eX56ykGzduHO3bt6dChQqEh4dz+vRpOY6RI0eyfv16evfuzZQpUyhWrBgPHz5kx44dbNiwIcMkakEQhKxM71CJbxo4culRezoZahP9IJC6Do6aDksQcmTJkiUEBQWhp6dH7dq1OXfu3EfXfxcKh2x3Ym/dukXVqlXR0tKSS6NlJX2OZlFhZmbG2bNnWb58OVFRUTg6OrJ06VLat28PwHfffYefnx916tQhJiaG06dPZ7m8xIABA0hISMDLy4tJkyZhbW1Nt27dgLS5t8uWLWPRokVMnz6dpk2bsmDBAvq/N7ctNTWVkSNH8uzZM8zMzHBzc8PLywuAEiVK4O/vz9SpU2nbti2JiYk4Ojri5uamMsldEAQhOxyKGeFQzIjk5GQOPdR0NIKQM66urly9elXTYQh5QCFJma2ZkZGWlhavXr3CxsYGLS0tFAoF7++a/lqhUGTro3WhYIqKisLc3JzIyEiNPdh16NAhOnTooPGHIQoLkTP15Ha+lLGxpEZEoGNnh6KIftoh7jH1FaScJSQk8PjxY8qUKZOjB7vyg1KpJCoqCjMzMzHokk2FMWcfuxdz0v/I9kjs48eP5TJrjx8/ViPkwkWSJIYOHcrOnTsJDw/n+vXr1KxZU9Nh5Vjz5s2pWbNmtoo8CIKQfcqkJB7PnUn8voNoJ6eSbG1OiUlTsO7y9ad3FgQNyOaYlSDkmdy+B7PdiU1fH/XDr4uaI0eO4OPjg5+fH87Ozh+dM+Ph4UFERAR79+7NvwAFQSgQ/po5Ht19p0gfe9V9G8nr6TOQrC0p/kXGBzcFQVPSR4Lj4uIwNDTUcDTCv1n6OsW59YxOjh9hf/HiBefPnycsLCxDVYYxY8Z8dmCaEhwcjL29PY0aNcq1YyYnJ2v84yRBEHKPMjYW6WDGKnhaEtxas4BWohMrFCDpC9CHhYUBYGRkpLFa91lRKpUkJSWRkJBQaD4a17TCljOlUsmbN28wMjLKtRWUcnQUHx8fhg4dip6eHlZWVio/DAqFotB2Yj08PPD19QXSrsPR0ZElS5YwZ84cHj58iJGREa6uruzbt4+ff/5ZZVtAfqCrTJky7NixgzVr1hAQEMAvv/yCh4cHmzZtYunSpTx8+JBixYrRtWtXeZWH0NBQRo8ezcmTJ9HS0sLNzY2VK1fKVTI8PT3Zu3cvEydOZObMmYSHh9O+fXvWr1+PqakpkFa1ZPjw4ezevRtTU1MmTZr0yWsWZWcLP5Ez9eRGvp4+vo1eSubvpbx8UeS+F+IeU19By5mVlRWpqam8fq9YQUEiSRIJCQnygvvCpxXGnGlpaVGiRIkM1bogH8vOzpw5k1mzZjF9+vRC0fvPrhUrVlC2bFnWrVtHYGAgycnJODs7s3jxYtzd3YmOjubcuXNIksSkSZO4e/cuUVFRbN68GYBixYrx4sULAKZNm8bSpUtxdXXFwMCAtWvXMmHCBBYuXEj79u2JjIzE398fSPvrpHPnzpiYmHDmzBlSUlIYOXIkPXv2xM/PT44vODiYvXv3cuDAAcLDw+nRowcLFy5k/vz5AEyePJkzZ86wb98+bGxs+P7777l27dpH5/SKsrNFh8iZej4nXxERoTibgXUmBWZe2kkcymG514JO3GPqK2g5UygUYrlFQSMkSSI1NZWgoKBM38+3srNxcXH06tWrSHVgAczNzTE1NUVbWxs7OzuuXbtGSkoKX3/9tTwPuFq1avL2hoaGJCYmYmdnl+FY48aN4+uv//eAx7x585g4cSJjx46V2+rWrQvAyZMnuX37No8fP8bBIa0S+pYtW6hSpQqBgYHydkqlEh8fH3nktV+/fpw8eZL58+cTExPDxo0b+c9//iOXtfX19aVUqVIfvWZRdrbwEzlTT27kKz4mCp+rK2l1TJv3/y/4zgSU1a0zlJgs7MQ9pj6RM/WIfKmvqOUsJ2Vnc9SJHTRoEP/973+ZNm1aTnYvNGrUqEGrVq2oVq0a7dq1o23btnTr1g1LS8tP7lunTh3567CwMF68eCF3Lj909+5dHBwc5A4sQOXKlbGwsODu3btyJ9bJyUnuwALY29vLc5yCg4NJSkqifv368vvFihXDxcXlo3Hq6+ujr6+foV1XV1ejPxSaPn9hJHKmns/Jl66lFdUrNuAP00s4/aVDsWiJhyUVGLvE0rLV9CL7fRD3mPpEztQj8qW+opKznFxDjjqxCxYsoGPHjhw5coRq1aplOPGyZctyctgCR1tbm+PHj3PhwgWOHTvGypUrmTFjBgEBAZQpU+aj+xobG8tf59bToB/mWaFQZHioThCE/NHku/WYbRqNrtEBInRSaZ9sjlR3NhXquWk6NEEQhH+FHHdijx49Ko/yffhgV1GiUCho3LgxjRs3ZtasWTg6OrJnzx4mTJiAnp5etgo7mJqa4uTkxMmTJ2nRIuNTy5UqVeLp06c8ffpUHo29c+cOERERVK5cOVtxli1bFl1dXQICAihdujQA4eHh3L9/n2bNmqlxxYIgZIe2rj61hq5DmRhLYsw/GFqWgiI2xUoQBKEgy1EndunSpWzatAkPD49cDqdgCQgI4OTJk7Rt2xYbGxsCAgJ48+YNlSpVAtI+3j969ChBQUFYWVlhbm6e5bE8PT0ZNmwYNjY2tG/fnujoaPz9/Rk9ejStW7emWrVq9O3bl+XLl5OSksKIESNo1qyZyrSEjzExMWHQoEFMnjwZKysrbGxsmDFjRpGbtywIBY2WvjGG+saf3lAQBEHIVTnqxOrr69O4cePcjqXAMTMz4+zZsyxfvpyoqCgcHR1ZunQp7du3B+C7777Dz8+POnXqEBMTIy+xlZkBAwaQkJCAl5cXkyZNwtramm7dugFpo7379u1j9OjRNG3aVGWJLXX8/PPPxMTE0KlTJ0xNTZk4cSKRkZGflQNBEARBEISCSCHloAbYggULePnyJd7e3nkRk5ANeVVONie1i3NTQao3XliInKmnsOcrMfwZT/b9hOkLfxL0iqFXfyAlm/TP03MW9pxpgsiZekS+1FfUcpaT/keORmIvX77MqVOnOHDgAFWqVMmQvN27d+fksEIucnJyYty4cYwbN07ToQiCkEsSIsOIXtkCh4h3PHtriJHea+wjR3P3ZTCVemRc71kQBKEoy1En1sLCQmUNVEEQBCHv3ftzOUk3UjC9YwNAFPDS2AK7mA0kdxyPrpGFRuMTBEHITznqxKZXqBI0KyUlhVGjRrF161Z0dXUZPnw4c+fOpUWLFjx58oTx48czfvx4IK1ShiAIhdvby36UvGOg0mYcqyAkwIT4u9cpXzvj6ieCIAhFVY46sULB4Ovry6BBg7h8+TJXrlxhyJAhlC5dmt27d1OjRg2GDBnCd99999FjJCYmkpiYKL9Or5iRnJyskZrfBa3eeGEgcqaewpyv2CfxmbZbvdMi8vXrPLumwpwzTRE5U4/Il/qKWs5ych3ZfrCrVq1anDx5EktLS1xdXT+6Huy1a9fUDkRQT/PmzQkLC+Pvv/+WvxfTpk1j//793LlzJ9tzYj09PZkzJ+Ncuu3bt2NkZJQXoQuCkEOJm36kWlBspu9dHtkTi9Ku+RyRIAhC7oiLi6NPnz5582BX586d5fKknTt3LnJFDQqjBg0aqHwfGjZsyNKlS7NVgCHd9OnTmTBhgvw6KioKBwcH2rZtq7HVCYpSLej8IHKmnsKcr4MvzkPQgQztr4tp4T5oAoa6uVMd8EOFOWeaInKmHpEv9RW1nKV/EqyObHdiZ8+eLX/t6emp9omEgklfX1/+4+R9mq7FrOnzF0YiZ+opjPlqNXAmf545g+uNaLktVh+iJg/AzCjv/+gsjDnTNJEz9Yh8qa+o5Cwn15Cjck7Ozs78888/GdojIiJwdnbOySGFHAgICFB5fenSJcqXL4+2tna2S+IKglB4mBqY0XHLCW7M68n5Dg6c71uVlJ2r+cp9iqZDEwRByHc5erArJCQk0w5SYmIiz549++yghOwJDQ1lwoQJDB06lGvXrrFy5UqWLl0KpK0Te/bsWXr16oW+vj7W1tYajlYQhNxgpmdG726e0E3TkQiCIGiWWp3Y/fv3y18fPXoUc3Nz+XVqaionT56kTJkyuRed8FH9+/cnPj6eevXqoa2tzdixYxkyZAgAc+fOZejQoZQtW5bExESxxJYgCIIgCEWKWp3YLl26AKBQKBgwYIDKe7q6ujg5OckjgULuUigU7NmzR/4e+Pn5ye+tXbs2w/YNGjTg5s2b+RSdIAiCIAhC/lKrE6tUKgEoU6YMgYGB4iPqfPTy5UssLS01HYYgCP8ikiRx9OZOgg/8TmRkBFolY/iydm+0FDl6nEIQBCFX5WhO7OPHj3M7jiIhKSkJPT29PDm2nZ3dZ+2fl7EJglA0rfPyoMGmyzimpL1OOjSPdf0OMmzads0GBhB0BK5shJgwcPoCGo0G08/7/6QgCIVLjv+cPnnyJB07dqRs2bKULVuWjh07cuLEidyMrcBr3rw5o0aNYty4cVhbW6Ovr49CoeDo0aO4urpiaGhIy5YtCQsL4/Dhw1SqVAkzMzP69OlDXFycfJwjR47wxRdfYGFhgZWVFR07diQ4OFjlXAqFgr1798qvb9++TcuWLTE0NMTKyoohQ4YQExMjv+/h4UGXLl2YP38+JUqUwMXFJc/zIQhC0XH34SUabLyMXsr/2vRSofGW69y666exuAAI+BV+6wkPjsHLG3BxFWxoDTFvNBuXIAj5KkcjsWvWrGHs2LF069aNsWPHAmnLO3Xo0AEvLy9GjhyZq0EWZL6+vgwfPhx/f3/8/PwYNmwYnp6erFq1CiMjI3r06EGPHj3Q19dn+/btxMTE4O7uzsqVK5k6dSoAsbGxTJgwgerVqxMTE8OsWbNwd3fnxo0baGll/DsjNjaWdu3a0bBhQwIDAwkLC2Pw4MGMGjUKHx8febuTJ09iZmbG8ePHs4xflJ0t/ETO1CPylT1Xtm+hTiar9Oko4fL2bVSa1Tj/gwJIjkfHbwEZyu1EPiX10i8om03TRFQZiPtMPSJf6itqOcvTsrPvK1WqFNOmTWPUqFEq7atXr+ann37i+fPnagdSGDVv3pyoqCi5zK6fnx8tWrTgxIkTtGrVCoCFCxcyffp0goOD5TV0hw0bRkhICEeOHMn0uG/fvqV48eLcvn2bqlWrAqoPdq1fv56pU6fy9OlTjI2NATh06BCdOnXixYsX2Nra4uHhwZEjRwgNDf3oNAJRdlYQhMw8OLqTL09dyfS9w81rUrZ9r3yOKI1ZfCgt7v2Q6XthplW5WE6smSsIhVGelp19X0REBG5ubhna27ZtK48u/lvUrl07Q1v16tXlr21tbTEyMlIpAmFra8vly5fl1w8ePGDWrFkEBATw9u1b+QG60NBQuRP7vrt371KjRg25AwvQuHFjlEolQUFB2NraAlCtWrVPzoMVZWcLP5Ez9Yh8Zc9xU3tSTw9A+4NhjlQFlO8yCrdW9TQTWOwbpPueKJQpGd6ydq5Bhw4dNBBURuI+U4/Il/qKWs7ytOzs+7766iv27NnD5MmTVdr37dtHx44dc3LIQuv9jmS6928mhUKR4eZSKBRyRxWgU6dOODo6sn79ekqUKIFSqaRq1aokJSXlemwfEmVniw6RM/WIfH1cu+Z1mdukPd3PHZY7skpgZ8PW/NCmITraGlqhwKIEVO0Gt3aotmvpoFV/CFoF7Hsq7jP1iHypr6jkLCfXkKNObOXKlZk/fz5+fn40bNgQSJsT6+/vz8SJE/H29pa3HTNmTE5O8a/xzz//EBQUxPr162nSpAkA58+f/+g+lSpVwsfHh9jYWLmj6u/vj5aWlniASxCEXKGtpWDU0gV4b21L0pn9IKWi1aQz4wa01FwHNl2n5aCjD7d+h5QEsCoHbedBiZqajUsQhHyVo07sxo0bsbS05M6dO9y5c0dut7CwYOPGjfJrhUIhOrGfYGlpiZWVFevWrcPe3p7Q0FCmTfv4gwl9+/Zl9uzZDBgwAE9PT968ecPo0aPp16+fPJVAEAThcxU31efHEW4kDmrJocOH6fhlAfnYUtcQvvIGtwWQEJW2tJYiw6NegiAUcWKdWA3T0tJix44djBkzhqpVq+Li4oK3tzfNmzfPch8jIyOOHj3K2LFjqVu3LkZGRnTt2pVly5blX+CCIPxraGkp0CqIfUQ947R/giD8K+WoE5vu7du3AP/ayl3vl36FtNUKPlzswcPDAw8PD5U2T09PPD095detW7dWGdEGVI6TvgSWiYmJ3FatWjVOnTqVZWzvL7UlCIIgCIJQ1Kg9sSkiIoKRI0dibW2Nra0ttra2WFtbM2rUKCIiIvIgxH+3qKgofvvtN7S0tKhYsaKmwxEEQcg26eUdon7sTtg3tYiY4oYyyE/TIQmCUISoNRL77t07GjZsyPPnz+nbty+VKlUC4M6dO/j4+HDy5EkuXLiApaVlngT7bzR79my2b9/OokWLKFWqlMp7zZs3p2bNmixfvlwzwQmCIGQh9WEgDwf0RfmP9v+3POHliSGUXfYDes37azQ2QRCKBrU6sXPnzkVPT4/g4OAMDxDNnTuXtm3bMnfuXLy8vHI1yH8zLy8vkU9BEAqdu/MmoC13YP9fnDZ/L1iEq+jECoKQC9TqxO7du5dff/010yfg7ezsWLx4McOGDROdrnzg4eHBmTNnOHPmDCtWrADSHriLiYlh8uTJnDt3DmNjY9q2bYuXl1eW85ZF2dnCT+RMPSJf6stJzqLvvcUik3a90FSSIv9BYZT/xVTyk7jP1CPypb6ilrM8Lzurr69PcHBwho+10z179oxy5cqRkJCgdiCCeiIjI2nfvj1Vq1Zl7ty5QNpCwZUqVWLw4MH079+f+Ph4pk6dSkpKSpYPgYmys4Ig5AXjn6dR8m3G9mRt+GvWbIwNDPM/KEEQCqw8LztrbW1NSEhIlp3Yx48fU6xYMXUOKeSQubk5enp6GBkZYWdnB8C8efNwdXXlp59+krfbtGkTDg4O3L9/nwoVKmQ4jig7W/iJnKlH5Et9OcnZsgPzKXkuOkN7gIsW/bp0QVtLO5O9ig5xn6lH5Et9RS1neV52tl27dsyYMYPjx4+jp6en8l5iYiIzZ87Ezc1N7SCE3HHz5k1Onz6tshRXuuDg4Ew7saLsbNEhcqYekS/1qZMz/X5jCHj9E/Xv/+/Dvof2cKt7Zwz0DfIqxAJH3GfqEflSX1HJWZ6XnZ07dy516tShfPnyjBw5kooVKyJJEnfv3mXNmjUkJiaydetWtYMQckdMTAydOnVi0aJFGd6zt7fXQESCIPxbjWv6DTNS3rE70Ben1wm8stDBqGYHNnScq+nQBEEoItTqxJYqVYqLFy8yYsQIpk+fLi/Ir1AoaNOmDatWrcLBwSFPAhUy0tPTIzU1VX5dq1Ytdu3ahZOTEzo6n1XHQhAE4bPNbzmGhKZDeB7zHBsjG0z1TDUdkiAIRYjaxQ7KlCnD4cOHefv2LZcuXeLSpUu8efOGI0eOUK5cubyIUciCk5MTAQEBhISE8PbtW0aOHMm7d+/o3bs3gYGBBAcHc/ToUQYOHKjS2RUEQcgvBjoGlLUoKzqwgiDkOrU7seksLS2pV68e9erVEw9zacikSZPQ1tamcuXKFC9enKSkJPz9/UlNTaVt27ZUq1aNcePGYWFhgZZWjr/VgiAIgiAIBY74zDkffKqy1qtXr+jXrx8XLlxAV1c32+V7K1SowMWLFzO07969+zOiFQRBKBguP/+LXXdPYmlgwdA6XbA0MNd0SIIgFCCiE1sAeHl58fLlS27cuIG5ee78T1qUpBUEoTAb+McETC8dpcZjiVgDGFzVi2++9sa9UlNNhyYIQgEhOrEFQHBwMLVr16Z8+fKaDkUQBEHjfC/tpsOGI1QN/d/yXK2uJ7Ll9Wg6eV1FR1v86hIE4TPmxArqUSqVTJkyhWLFimFnZ4enpyeQ9nDWrl272LJlCwqFAg8PDwCWLVtGtWrVMDY2xsHBgREjRhATE6NyTH9/f5o3b46RkRGWlpa0a9eO8PBwuSTtihUrUCgUKBQKQkJC8veCBUEQcijsD2+VDiyk/bLqcSaJfZcPaiYoQRAKHPHnbD7x9fVlwoQJBAQEcPHiRTw8PGjcuDGBgYH0798fMzMzVqxYgaFhWilGLS0tvL29KVOmDI8ePWLEiBFMmTKFNWvWAHDjxg1atWrFt99+y4oVK9DR0eH06dOkpqayYsUK7t+/r1KStnjx4pnGlZiYSGJiovw6vWJGcnKyRuoxF7Va0PlB5Ew9Il/qy++clXsUnmm7USIYXfUnuU6HfInjc4j7TD0iX+orajnLyXUopPTFXoU807x5c1JTUzl37pzcVq9ePVq2bMnChQvp0qULFhYW+Pj4ZHmMnTt3MmzYMN6+TStG3qdPH0JDQzl//nyW58zOnFhPT0/mzJmToX379u0YGRl9+uIEQRBymcl/FlDidmSm7738rgfR5Wrlc0SCIOS1uLg4+vTpQ2RkZLbL3ouR2HxSvXp1ldf29vaEhYVluf2JEydYsGAB9+7dIyoqipSUFBISEoiLi8PIyIgbN27QvXv3z45r+vTpTJgwQX4dFRWFg4MDbdu2zfZNlJuKWi3o/CByph6RL/Xld84SLLV4OnQyCkmh0p5kq02TMT/k+flzg7jP1CPypb6ilrP0T4LVITqx+eTDG0yhUKBUKjPdNiQkhI4dOzJ8+HDmz59PsWLFOH/+PIMGDSIpKQkjIyN52sHn0tfXR19fP9N4NflDoenzF0YiZ+oR+VJffuVMt2knSoy5xstffoPEtI6sjr0+5dZtKXTfM3GfqUfkS31FJWc5uQbRiS2Arl69ilKpZOnSpXKRgj/++ENlm+rVq3Py5MlMpwJAxpK0giAIhYnF8NmYDZxCwvlDaFvZoe/aWNMhCYJQwIjVCQqgcuXKkZyczMqVK3n06BFbt27ll19+Udlm+vTpBAYGMmLECG7dusW9e/dYu3atPGf2w5K0WY36CoIgFFRaBoYYte4qOrCCIGRKdGILoBo1arBs2TIWLVpE1apV2bZtGwsWLFDZ5/fNNQAAm9ZJREFUpkKFChw7doybN29Sr149GjZsyL59+9DRSRtc/7AkbWhoqCYuRRAEQRAEIU+I6QT5wM/PL0Pb3r17M/063fjx4xk/frxKW79+/VReN2vWDH9//0zPmVVJWkEQBLUoU1E8vUSxmCBQtgUK/9w7QRCKBjESW0D4+/tTrVo1dHV16dKlS46OERISgkKh4MaNG7kamyAI/1JPLqJcXg2dLR1p8mA+Witd4fFZTUclCIIAiJFYjchsDdcJEyZQs2ZNDh8+jImJySeP4eHhQURERKajuIIgCJ8tMZpEnx68/Uvi7VNbAKxKxVA8phf6U++AoYVm4xME4V9PjMQWEMHBwbRs2ZJSpUphYWGh6XAEQfiXi7mxhztn9Im6bYpehDZ6EdpE/2XKHT9jIq/+V9PhCYIgiJHY/Obh4cGZM2c4c+YMK1asUHnv22+/5dtvv2Xz5s14eHjw999/M3XqVM6ePYskSdSsWRMfHx+2bt2Kr68vkLbeLMDp06dxcnIC4NGjR4wfP56AgADKly/PL7/8QsOGDTONR5SdLfxEztQj8pU9N05fwOpFxvmvBq90uHXqAg3qe+R/UIWIuM/UI/KlvqKWM1F2thCIjIykffv2VK1alblz58pruVauXJm5c+fSs2dPzM3NeffuHdWrV6d58+ZMnz4dMzMz/P39adSoESVLlmTQoEFERUWxefNmAIoVK8aLFy8oU6YMFStWZMmSJZQvX54ZM2YQGBjIw4cP5ZUL3ifKzgqCkJnnhzbS4syDTN8709gZ+6+G5HNEgiAUZaLsbCFgbm6Onp4eRkZG2NnZye0KhQJzc3O5bfXq1Zibm7Njxw65ikWFChXk7Q0NDUlMTFQ5RrpJkybx5ZdfAjBnzhyqVKnCw4cPqVixYoZtRdnZwk/kTD0iX9mz+2UAZNGJNXOtRIcOHfI5osJF3GfqEflSX1HLmSg7W4TcuHGDJk2a5OjGrF69uvy1vb09AGFhYZl2YkXZ2aJD5Ew9Il8f16TXCO5s3UPJf1TbX1rCF31Hitxlk7jP1CPypb6ikrOcXIN4sKuAMjQ0zPG+798I6XNmRcUuQRDUUcKiFG8XjuaSi4IULUhVwOUKCl78NJTSlmU0HZ4gCIIYidUEPT09eS5sVqpXr46vry/JycmZ/nWSnWMIgiB8jl5NRvCouhvH7h8i6H4Qw9qNwsXaRdNhCYIgAGIkViOcnJwICAggJCSEt2/fZjpKOmrUKKKioujVqxdXrlzhwYMHbN26laCgIPkYt27dIigoiLdv3xaZpxMFQShYnM2dGVRzKM1NWuNs7qzpcARBEGSiE6sBkyZNQltbm8qVK1O8eHFCQ0MzbGNlZcWpU6eIiYmhWbNm1K5dm/Xr18ujst999x0uLi7UqVOH4sWLZ1l+VhAEQRAEoSgS0wk04MWLF1y6dInw8HC5sEFERESG7apXr87Ro0czPUbx4sU5duyYSpuPjw/m5ubUrFlTbrOwsECsoiYIgvBxiSmpXLl5m9SUZGrXdMVYX/x6FISCTozEFlJOTk4qZWsFQRAKCyklpUD9cX3tWiDX5zcg5qQb0We/4u5CV86fOfbpHQVB0Cjxp6YgCIKQL+L/+puwn38mLiAALVNTLLp2pfj4cWhlssxffomNT+DJ8W/42UGHaO3iABgolUy4PJTXlQKwtbHRWGyCIHycGInNI4mJiYwZMwYbGxsMDAz44osvCAwMVNnm6tWr1KlTByMjIxo1aiQ/tJXuzz//pG7duhgYGGBtbY27uzsAzZs358mTJ4wfPx6FQiEvo5Xu6NGjVKpUCRMTE9zc3Hj58mXeXqwgCMInJL94QaiHB3EBAQAoo6N55+PDyx9majSuy6e2schGh2jt//06TNDSYnFxYwJOrNZgZIIgfIoYic0jU6ZMYdeuXfj6+uLo6MjixYtp164dDx8+lLeZMWMGS5cupXjx4gwbNoxvv/1WfkDr4MGDuLu7M2PGDLZs2UJSUhKHDh0CYPfu3dSoUYMhQ4bw3XffqZw3Li6OJUuWsHXrVrS0tPjmm2+YNGkS27ZtyzTOxMREEhMT5dfpFTOSk5M1suJBUasFnR9EztQj8qW+3MjZP7/9hjImJkN71MGDWI4ZjW4m1Qfzw62oK8RqZRzPSVEouJ7wF+1zeM3iPlOPyJf6ilrOcnIdCqkgTUwqImJjY7G0tMTHx4c+ffoAad8cJycnxo0bR926dWnRogUnTpygVatWABw6dIgvv/yS+Ph4DAwMaNSoEc7OzvznP//J9Bzpxxo3bpzc5uPjw8CBA3n48CFly5YFYM2aNcydO5dXr15lehxPT0/mzJmToX379u0YGRl9ThoEQRBk9tu2Y3rrVqbvPR06hHhnzSzfdTXyBHskv0zfa51aneZWPfI3IEH4l4qLi6NPnz5ERkZmu+y9GInNA8HBwSQnJ9O4cWO5TVdXl3r16nH37l3q1q0LZF0etnTp0ty4cSPDKGt2GBkZyR3Y9OOGhYVluf306dOZMGGC/DoqKgoHBwfatm2b7ZsoNxW1WtD5QeRMPSJf6suNnL178YJ3mXVidXVp2qcP2sWKfWaUOVM/vj77d58hVZFxPGdop5mUtSibyV6fJu4z9Yh8qa+o5Sz9k2B1iE6sBn2sPGxOy85+eCMrFIqPPgWsr6+PfiYPVWi6FrOmz18YiZypR+RLfZ+TM6tevYja8Tspr1+rtBfr2xcDW9vcCC9H7HTt+L7BDOYFzOP9/1MOq/YdFYtX/Ozji/tMPSJf6isqOcvJNYhObB4oW7Ysenp6+Pv74+joCKT9xRQYGKjy8f/HVK9enZMnTzJw4MBM3xdlZwVBKEx0LC1x2r6NN2vXEut/AW1zcyy6d8Py/6dcaVKPij2pZ1+fIyFHSFGm0MaxDS7FRHldQSjoRCc2DxgbGzN8+HAmT55MsWLFKF26NIsXLyYuLo5BgwZx8+bNTx5j9uzZtGrVirJly9KrVy9SUlI4dOgQU6dOBdLmxJ49e5ZevXqhr6+PtbV1Xl+WIAjCZ9EtWZIS8+ZpOoxMOZk7MazGME2HIQiCGsQSW3lk4cKFdO3alX79+lGrVi0ePnzI0aNHsbS0zNb+zZs357///S/79++nZs2atGzZksuXL8vvz507l5CQEMqWLUvx4sXz6jIEQRAEQRAKJDESm0cMDAzw9vbG29s7w3vNmzfPME+1Zs2aGdq+/vprvv7660yP36BBgwwjuh4eHnh4eKi0denSpUBVxhEEoWiKSkhm99VnBL2OxtnahG61S2FprKfpsARBKMJEJ1YQBEH4LC8i4vl23RpqvtxBsYg4QswM6XWhC2sHjcO5uImmwxMEoYgSnVhBEAThs6z8fRXj/tyE45v0llhaWW5jjUEsS8Yt0GRogiAUYWJObBEUGxtL//79MTExwd7enqVLl9K8efNsr4wgCIKgjvKntrzXgU1jHw6ufvs1E5AgCP8KYiS2CJo8eTJnzpxh37592NjY8P3333Pt2jVq1qyZYVtRdrbwEzlTj8iX+j6Vs4rBKZm2V3mo/NfmWdxn6hH5Ul9Ry5koOysQExODlZUV//nPf+jevTsA7969o1SpUgwZMoTly5erbC/KzgqC8Lls5k3DIjpje4IehP64MP8DEgSh0BFlZwWCg4NJSkqifv36cluxYsVwccl84W5RdrbwEzlTj8iX+j6VsytHf4FTIRnaY2sWp0OHDvkQYcEj7jP1iHypr6jlTJSdFdQmys4WHSJn6hH5Ul9WOau/+L9c69kS4+D/DcfGljKk4fI9aP/LcyzuM/WIfKmvqORMlJ0VKFu2LLq6ugQEBFC6dGkAwsPDuX//Ps2aNdNwdIIgFEVaJibUOXiZOP/TxFw/j1GVupi0cNN0WIIgFHGiE1vEmJiYMGjQICZPnoyVlRU2NjbMmDEDLS2xEIUgCHnLqHELjBq30HQYgiD8S4hObBH0888/ExMTQ6dOnTA1NWXixIlERkZqOixBEARBEIRcI4bniiATExO2bt1KbGwsr169YvLkyZoOSRCEwkip1HQEgiAIWRKdWA0RxQcEQSiQUpJI/mMSr/uU46m7EzEzW8Dza5qOShAEIQMxnUAQBEGQ/fNzX17+5zbaqbqALjFBr0i53A/DgeITHUEQChbRiS0iUlNTUSgUWT7A5efnl78BCYJQ6EjvnvF4522MUxUq7TpPtDG98Dt09dBMYIIgCJkQnVgNSklJYdSoUWzduhVdXV2GDx/O3LlzUSgUhIeHM3bsWP78808SExNp1qwZ3t7elC9fHgAfHx/GjRvHli1bmDZtGvfv3+fhw4fY29szY8YMfvvtNyIiIqhatSqLFi2iefPmmcYgys4WfiJn6hH5ylqo3x6MYxWZvhf+6LXImRrEfaYekS/1FbWc5eQ6RCdWg3x9fRk0aBCXL1/mypUrDBkyhNKlS/Pdd9/h4eHBgwcP2L9/P2ZmZkydOpUOHTpw584deUHguLg4Fi1axIYNG+TltEaNGsWdO3fYsWMHJUqUYM+ePbi5uXH79m25A/y+BQsWZFp29tixYxotO3v8+HGNnbuwEjlTj8hXRsHBT2mfxXvhutoiZzkgcqYekS/1FZWcxcXFqb2PQpIkKQ9iET6hefPmhIWF8ffff6NQpI18TJs2jf3797Nv3z4qVKiAv78/jRo1AuCff/7BwcEBX19funfvjo+PDwMHDuTGjRvUqFEDgNDQUJydnQkNDaVEiRLyuVq3bk29evX46aefMsSR2Uisg4MDb9++FWVnCwmRM/WIfGXtr5evePVNW5zCMr73q7srP83cIHKWTeI+U4/Il/qKWs6ioqKwtrYmMjIy2/0PMRKrQQ0aNJA7sAANGzZk6dKl3LlzBx0dHerXry+/Z2VlhYuLC3fv3pXb9PT0qF69uvz69u3bpKamUqFCBZXzJCYmYmVllWkMouxs0SFyph6Rr4xcSzvQ68uWDN1zCruItLYULdjV0JASVTqJnOWAyJl6RL7UV1RyJsrO/ssYGhqqdIJjYmLQ1tbm6tWraGtrq2xrYmKS3+EJglAIeQ9fygDLVZg9PoxpUjz3bSrS/4uRFH/7TNOhCYIgqBCdWA0KCAhQeX3p0iXKly9P5cqVSUlJISAgQGU6QVBQEJUrV87yeK6urqSmphIWFkaTJk3yNHZBEIomGzMDDg+ZxOO3wwmPS6JKCTO0JCWHDolOrCAIBYsodqBBoaGhTJgwgaCgIH777TdWrlzJ2LFjKV++PJ07d+a7777j/Pnz3Lx5k2+++YaSJUvSuXPnLI9XoUIF+vbtS//+/dm9ezePHz/m8uXLLFiwgIMHD+bjlQmCUNiVsTamVmlL9HW0P72xIAiCBoiRWA3q378/8fHx1KtXD21tbcaOHcuQIUMA2Lx5M2PHjqVjx44kJSXRtGlTDh069Mk5I5s3b2bevHlMnDiR58+fY21tTYMGDejYsWN+XJIgCIIgCEK+ECOxmZAkiSFDhlCsWDEUCgU3btzI8bF8fHywsLDI0O7n58fq1atZu3YtkZGRvHv3jvnz58tzXC0tLdmyZQsRERHExcVx5MgRlSWyPDw8iIiIyHBcXV1d5syZw+PHj0lKSmLIkCE8evSIatWq5fgaBEEQNCU8IZw/gv7A929fnkQ90XQ4giAUIGIkNhNHjhzBx8cHPz8/nJ2dsba21nRIOTZp0iRGjx6t6TAEQRDU5vfUj593TaD+7QT0UmBKuZ9p/tVIhtcYrunQBEEoAEQnNhPBwcHY29vLD1Xlt6SkJPT09HLlWCYmJmJlAkEQCp245Dj2rZjA4oPxaP3/auadA1I5dmclf69sShXrKpoNUBAEjRPTCT7g4eHB6NGjCQ0NRaFQUKJECUqUKIFSqVTZrnPnznz77bcA3Lx5kxYtWmBqaoqZmRm1a9fmypUrKtvv3buX8uXLY2BgQLt27Xj69Kn8nqenJzVr1mTDhg2UKVMGAwMDABQKBRs2bMDd3R0jIyPKly/P/v375f38/PxQKBScPHmSOnXqYGRkRKNGjQgKCspwbEEQhMLk9F/H6H/0fx3YdG2vSxzeuU4zQQmCUKCIkdgPrFixgrJly7Ju3ToCAwPR1tamVKlSnD59mlatWgHw7t07jhw5wqFDhwDo27cvrq6urF27Fm1tbW7cuKHyAFZcXBzz589ny5Yt6OnpMWLECHr16oW/v7+8zcOHD9m1axe7d+9WWeN1zpw5LF68mJ9//pmVK1fSt29fnjx5QrFixeRtZsyYwdKlSylevDjDhg3j22+/VTn2x2RWsQvSKoFooh5zUasFnR9EztQj8qU+TeQs/MQlnLM4ne3Fv0geVLC/f+I+U4/Il/qKWs5ych2iE/sBc3NzTE1N0dbWxs7ODoD27duzfft2uRO7c+dOrK2tadGiBZC2VNbkyZOpWLEigMoDWJD2jVm1apVcgcvX15dKlSpx+fJl6tWrB6RNIdiyZQvFixdX2dfDw4PevXsD8NNPP+Ht7c3ly5dxc3OTt5k/fz7NmjUD0krXfvnllyQkJMgjuh+zYMEC5syZk6H92LFjGBkZfXL/vFJUakHnJ5Ez9Yh8qS8/c2YZ9jrL9+wSE+RBhIJO3GfqEflSX1HJWVxcnNr7iE5sNvTt25fvvvuONWvWoK+vz7Zt2+jVqxdaWmmzMSZMmMDgwYPZunUrrVu3pnv37pQtW1beX0dHh7p168qvK1asiIXF/7F332FRXN0Dx78LSG+CIKAIikqwYokKxoAtGksssRsFxRhb7DVGxSTGEntiTFNQY4n99bWXiFHsBSuiolhRY6OIAsL8/vDHvq6Asggs5XyehyfunZk7Z86s5nD37lxrwsPD1UWsi4tLugIW0FhW1szMDEtLS+7fv5/pPo6OjgDcv3+fMmXKvPXaxo0bx/Dhw9WvY2NjcXZ25qOPPsry2sU5qbCtBZ0XJGfakXxpTxc5e+GqR+Tug+g/05z1pqgUqjWpg02LFnkSR3bJ+0w7ki/tFbacpX0SrA0pYrOgdevWKIrCli1beP/999m/fz9z5sxRbw8MDKRbt25s2bKFbdu2MWnSJFatWkW7du2yfA4zM7MM219/Y6pUqnTzc1/dJ+0RXa/vkxkjIyOMjIwyPK8u/1Lo+vwFkeRMO5Iv7eVlzopV+ZgyjUcTvTuF1Of/P8VKX8GhVhw27QZBAbl38j7TjuRLe4UlZ9m5Bilis8DY2Jj27duzfPlyrly5gru7OzVr1tTYp2LFilSsWJFhw4bRtWtXgoKC1EXsixcvOH78uHrUNSIigidPnuDh4ZHn1yKEEAWCvgGWI1Zh7tidpxH3UV6oMC1jiMGn88DW7e3HCyEKPSlis6h79+60atWK8+fP89lnn6nbnz17xqhRo+jQoQNly5bl1q1bHDt2jE8//VS9T7Fixfjyyy+ZP38+BgYGDBo0iHr16qmLWiGEEBlwrI7esDNY3DgIyc/ApT4Y6m6uvhAif5EiNosaNWqEjY0NERERdOvWTd2ur6/Pw4cP6dmzJ/fu3aNEiRK0b99e48tSpqamjBkzhm7dunH79m0aNGjAokWLdHEZQghRsOjpgesHuo5CCJEPqRRFUd6+mygqYmNjsbKyIiYmRmdf7Nq6dSstWrQoFHN88oLkTDuSL+1JzrQnOdOO5Et7hS1n2ak/ZLGDXJS2GMGTJ090FsNvv/2Gs7Mzenp6zJ07V2dxCJEVoed2M+j3JvjPq8XQRS04E3lE1yEJIYTIp2Q6QTb5+vri6emZbwpDlUrFhg0baNu2rbotNjaWQYMGMXv2bD799FOsrKx0F6AQb7FpfxAn/vyBz44pWCXAA4trrDjdi7g+s6lfrfnbOxBCCFGkyEhsIXbjxg2Sk5Np2bIljo6OOl28QIi3ubJ8Nl32vSxgAUrEgd9OhQNLvtZtYEIIIfIlGYnNBn9/f/bt28e+ffuYN28eANeuXePChQsMHTqUmzdvUq9ePfz8/DSOCw4OZujQofz555+MGDGCmzdv0qJFC5YuXcqaNWuYNGkSMTEx9OjRgzlz5qiXn3V1dSUgIIALFy6wadMmrK2t+eqrrxg4cKB6O6B+pJeLiwuBgYH06tULgHLlyqljTNs3jSw7W/AVhpylpqRQ++SLDLdVOfk0R6+tMOQrr0nOtCc5047kS3uFLWfZuQ75Ylc2xMTE8PHHH1OlShW++eYb4GUx6O7uzsCBA+nbty/Hjx9nxIgR3Lt3j8ePH2NtbU1wcDB9+/bF19eX6dOnExcXR/v27alVqxbW1tZMmjSJq1ev8umnn7J06VI6d+4MvCxSHz16xFdffUX79u3ZsWMHw4YNY9u2bTRt2pR///0Xe3t7goKCaN68Ofr6+pibm3Pw4EGaNGnC0aNHcXZ2xs7OTl0YpwkMDMxw2dkVK1bIyK3IO4pCxbHjMtwUZwrRk6blcUBCCCHyUkJCAt26ddPqi10yEpsNVlZWGBoaYmpqioODAwBfffUVbm5uzJo1CwB3d3fOnj3L9OnTNY5NTk5m4cKF6mVpO3TowLJly7h37x7m5uZUqlSJhg0bsnfvXnURC1C/fn3Gjh0LvFxYITQ0lDlz5tC0aVP1crXW1tbqeABsbW0BsLOz02h/lSw7W/AVlpwdnhtIibuJ6dqfli5OixxcYrSw5CsvSc60JznTjuRLe4UtZ7LsrA6Fh4dTt25djTYvL690+5mamqoLWICSJUvi6uqKubm5Rtv9+/ff2JeXl1eOfKlMlp0tPAp6zipPmEn0l1+i98qKyS8MVNT97pdcua6Cni9dkJxpT3KmHcmX9gpLzrJzDfLFrjz2+k1SqVQZtqWmpiJEUWLTuAll/1yB/gf1SHayw7BJQyqsXY9ptWq6Dk0IIUQ+JCOx2WRoaEhKSor6tYeHB5s2bdLY5/Dhwzl2vtf7Onz4MB4eHurXxYoV04hHiILItGYNKv4RpOswhBBCFAAyEptNrq6uHDlyhKioKB48eEC/fv24fPkyo0aNIiIighUrVhAcHJxj5wsNDWXGjBlcunSJBQsWsGbNGoYMGaIRz549e7h79y6PHz/OsfMKIYQQQuRHUsRm08iRI9HX16dSpUrY2dmRmprKunXr2LhxI9WrV+eXX37h+++/z7HzjRgxguPHj1OjRg2+++47Zs+eTbNmzdTbZ82axa5du3B2dqZGjRo5dl4hhBBCiPxIphNkU8WKFTl06JBGW1RUFFeuXFE/UgtQP6sVXj5fNioqCk9PT8LCwoCXj7gKDAzU6CejEVxLS0tWr16daTytW7emdevWGm2enp7IE9QKhtsXT3AuaC7K/QeY1KxBXf/RGFtY6zosIYQQIt+Skdh34Ovry9ChQ3UdhijgTm4O5kGHzyjzn+O4HIrCfsEGQls3JP7RPV2HJoQQQuRbUsQKoWNPps7G8LXFqpzuPmfHjDG6CUgIIYQoAKSIzaa0pWfnzZuHSqVCpVIRFRUFwIkTJ6hduzampqZ4e3sTERGRaT+RkZGUK1eOQYMGqT/6Dw0NxdfXF1NTU4oXL467u7t6Cdvt27fzwQcfYG1tja2tLa1atSIyMlLdX1JSEoMGDcLR0RFjY2NcXFyYOnVq7iVCvJPIC8dwfJjxUntGx0/ncTRCCCFEwSFzYrNp3rx5XLp0SWPp2fPnzwMwfvx4Zs2ahZ2dHf369aN3796Ehoam6+PMmTM0a9aMgIAAvvvuOwDCwsJo3LgxvXv3Zt68eRgYGLB3717147OePn3K8OHDqVatGvHx8UycOJF27doRFhaGnp4e8+fPZ9OmTaxevZoyZcpw8+ZNbt68mel1JCYmkpj4v1WS0lbMSE5O1sl6zIVtLei3iX2hRzEV6GcwdflFsRdZykNRy9m7knxpT3KmPcmZdiRf2itsOcvOdagU+eZPtvn6+uLp6aleOSskJISGDRuye/duGjduDMDWrVtp2bIlz549w9jYmMDAQDZu3MjPP/9Mq1atGD9+PCNGjFD32a1bN27cuMGBAweyFMODBw+ws7Pj7NmzVKlShcGDB3P+/Hl2796NSqV66/GBgYFMnjw5XfuKFSswNTXNUgwi+4ye3efFspm4Rab/UCSiSTFUTb/VQVRCCCFE3kpISKBbt27ExMRkedl7GYnNBdVeWWHI0dERgPv371OmTBkAbty4QdOmTZkyZUq6L4aFhYXRsWPHTPu+fPkyEydO5MiRIzx48EC9steNGzeoUqUK/v7+NG3aFHd3d5o3b06rVq346KOPMu1v3LhxDB8+XP06NjYWZ2dnPvrooyy/iXJSYVsL+q2Sn3HvwmTOJJlT9ubLXzoSDeBGjSQaetfHtEWLt3dR1HL2jiRf2pOcaU9yph3Jl/YKW87SPgnWhhSxueDVN1PaaOiry8ja2dnh5OTEypUr6d27t0axaGJi8sa+W7dujYuLC7///jtOTk6kpqZSpUoVkpKSAKhZsybXrl1j27Zt7N69m06dOtGkSRPWrl2bYX9GRkYYGRlleA26/Euh6/PnmWLFKO3bj9J6P3A+wYTHiQZUsEigmpEBeg0HgxY5KDI5yyGSL+1JzrQnOdOO5Et7hSVn2bkG+WLXO3h96dmsMjExYfPmzRgbG9OsWTPi4uLU26pVq8aePXsyPO7hw4dERETw9ddf07hxYzw8PDJcncvS0pLOnTvz+++/89dff7Fu3ToePXqkdZwijzQcD00mU9nBhg+Kx1OyXB30emwAx2pvP1YIIYQoomQk9h28uvSsubm5xmjr25iZmbFlyxY+/vhjPv74Y7Zv3465uTnjxo2jatWqDBgwgH79+mFoaMjevXvp2LEjNjY22Nra8ttvv+Ho6MiNGzcYO3asRr+zZ8/G0dGRGjVqoKenx5o1a3BwcFAvviDyIZUKPhj68kcIIYQQWSIjse/g9aVnb9y4odXx5ubmbNu2DUVRaNmyJU+fPqVixYrs3LmT06dPU6dOHby8vPjPf/6DgYEBenp6rFq1ihMnTlClShWGDRvGDz/8oNGnhYUFM2bMoHbt2rz//vtERUWxdetW9PTkVgshhBCi8CjyI7FpTxR4danYrMpo6Vl/f3+N168v/fr6MrPm5ubpHr/l4+OTru3VJyFcuHBBY9ur/X/++ed8/vnnWl2HEEIIIURBU+SG54rKUrFRUVGoVCrCwsJ0HYoQogBLTE5m1e/Tidr2O2uWzCUlJevTpoQQIjcV+ZFYIYQQGbt89SKRvT+l9t3/L1xDItm6aik1l22llKOzboMTQhR5RWokNjtLxcbExKCvr8/x48eBl4/KsrGxoV69eup+//zzT5yd//cP+q1bt+jatSs2NjaYmZlRu3Ztjhw5ArycTuDp6cmyZctwdXXFysqKLl26aDyh4OnTp/Ts2RNzc3McHR2ZNWtWumtRqVRs3LhRo83a2prg4GAAypYtC0CNGjVQqVT4+vq+U+6EEEXPiTE9cLmrOfJa/tYL9o7pqqOIhBDif4rUSGx2loq1srLC09OTkJAQateuzdmzZ1GpVJw6dYr4+HjMzc3Zt28fPj4+AMTHx+Pj40OpUqXYtGkTDg4OnDx5UuPJBZGRkWzcuJHNmzfz+PFjOnXqxLRp05gyZQoAo0aNYt++ffznP//B3t6er776ipMnT+Lp6Znlaz169Ch16tRh9+7dVK5cGUNDwwz3k2VnCz7JmXYkX1lXMSI+w/ay4Q8lf28h7zPtSL60V9hylp3rKFJFrJWVFYaGhpiamuLg4ADAxYsXAZgyZYq6EB07diwtW7bk+fPnGBsb4+vrS0hICCNHjiQkJISmTZty8eJFDhw4QPPmzQkJCWH06NHAy+Va//33X44dO4aNjQ0A5cuX14gjNTWV4OBgLCwsAOjRowd79uxhypQpxMfHs2jRIv7880/10rVLliyhdOnSWl2rnZ0dALa2tuprzcjUqVMzXHZ2586dOl12dteuXTo7d0ElOdOO5OvtymSyKLle6ssltcXbyftMO5Iv7RWWnCUkJGh9TJEqYt/kTUvF+vj4sGjRIlJSUti3bx8fffQRDg4OhISEUK1aNa5cuaL+uD4sLIwaNWqoC9iMuLq6qgvYtPPdv38feDlKm5SURN26ddXbbWxscHd3z8nLVZNlZws+yZl2JF9ZtyX4a9zDX6Rrv1PBiE+ysCRyUSbvM+1IvrRX2HImy86+gzctFfvhhx8SFxfHyZMn+eeff/j+++9xcHBg2rRpVK9eHScnJypUqAC8fdnY18+Vdj5tFkpIO+bVR2tB9obiZdnZwkNyph3J19tVHzmRG6MmYP9IpW6LtlfwHjdTcpdF8j7TjuRLe4UlZ7LsbBZkZ6lYa2trqlWrxk8//USxYsV47733+PDDDzl16hSbN29WT0OAlyO6YWFh2V7m1c3NjWLFiqm/CAbw+PFjLl26pLGfnZ0d0dHR6teXL1/WGIpPmwObnWVxhRACoGz9jnitWc2Nds5crGPArY7l8Fn7XxyrN9F1aEIIUfSK2FeXin3w4EGWR0B9fX1Zvny5umC1sbHBw8ODv/76S6OI7dq1Kw4ODrRt25bQ0FCuXr3KunXr0i2KkBlzc3MCAgIYNWoUf//9N+fOncPf3z/diluNGjXip59+4tSpUxw/fpx+/fpp/BZjb2+PiYkJ27dv5969e8TExGTp/EII8SrDUtVo9M0W9D79Dt+JG9G3r6DrkIQQAiiCRWx2l4r18fEhJSVF41FVvr6+6doMDQ3ZuXMn9vb2tGjRgqpVqzJt2jT09fWzHOMPP/xAgwYNaN26NU2aNOGDDz6gVq1aGvvMmjULZ2dnGjRoQLdu3Rg5cqTGF7EMDAyYP38+v/76K05OTrRp0ybL5xdCCCGEyO9UyusTK0WRFhsbi5WVFTExMTr7YtfWrVtp0aJFoZjjkxckZ9qRfGkvp3OWFBVFakICRu7uqLT4Bb8gkfeZdiRf2itsOctO/VHkRmJzgqIo9O3bFxsbm1xd2jUhIYFPP/0US0tLVCoVT548yZXzCCHEG8Xfx+XB3+idDIa4e9nuJunWLaK6dCWy+cdca/8pV5o0JX7fvpyLUwhRpEgRmw3bt28nODiYzZs3Ex0dTZUqVd6pv+DgYKytrdO1L1myhP3793Pw4EGio6OxsrJ6p/MIIYTWwlZi8JMnnjeD0d82EuZUhlN/at2Noihc/eILnr3yS/+L6GiuDxpE0q3bORiwEKKokCI2GyIjI3F0dMTb2xsHBwcMDHLnSWWRkZF4eHhQpUoVHBwc1I/+EkKIPBF3FzZ9iSol6X9tqcnw3yEQG535cRl4duoUSuTVdO16yS+I/HPpu0YqhCiC5DmxWvL392fJkiXAy2e1uri4cPXqVWbOnMlvv/3GzZs3KVmyJF988QXjx48nJCSEhg0b8vjxY/Voa9qCCNeuXSMqKopevXqp+wOYNGkSISEh7Pv/j9lUKhU+Pj6EhITw888/M2fOHG7evImVlRUNGjRg7dq1wMsnLwwdOpShQ4eq4/X09KRt27YEBgZmeD2y7GzBJznTjuQr6/TO/wf91AzylPqClHMbSX2/T5b7OnDyMM6ZbAsLP0r5QnY/5H2mHcmX9gpbzmTZ2Twwb9483Nzc+O233zh27Bj6+vqMGzeO33//nTlz5vDBBx8QHR2tXs72bby9vZk7dy4TJ04kIiICePmYrcGDBzN27FjOnTvH+vXrMTQ05Pjx4wwePJhly5bh7e3No0eP2L9//ztdjyw7W3hIzrQj+Xo713/PUT2TbRfOn+Pqv1lfenZv4j166YNhBo+uPmKnYFpIl7GV95l2JF/aKyw5k2Vn84CVlRUWFhbo6+vj4OBAXFwc8+bN46effsLPzw94uWDBBx98kKX+DA0NsbKyQqVS4eDgoLHN1NQUQ0NDdXtISAhmZma0atUKCwsLXFxcqFGjxjtdjyw7W/BJzrQj+dJCbA2UBStQpWouPauo9Hmv/SjesyyV5a5K36vE2tNr6faP5rO5z7iqMG/yMS0aF65lbOV9ph3Jl/YKW85k2VkdCA8PJzExkcaNG+f6uZo2bYqLiwvlypWjefPmNG/enHbt2r3TiKksO1t4SM60I/nKAtsy0GImypYRqJT/H0JV6aNq8QPFbF216qpW6Qp816Qp3zrtwvesgnESnCiv4lBlJ3Y3/KzQ3gt5n2lH8qW9wpIzWXZWB0xMTN64PW2lrVcfx5vd+SsWFhacPHmSlStX4ujoyMSJE6levbr60Vt6enq8/tjfwjJXRgihI7V78WLgCc6W6k5K0+9gSBi8H5CtrtZ1nE25Dwey6JNyzPvUicc+7fhP55VYGpnlbMxCiCJBith3VKFCBUxMTNizZ0+G2+3s7ACIjv7fN3lff66soaEhKSkZTBTLgIGBAU2aNGHGjBmcOXOGqKgo/v77b/W5Xj1PbGws165d0+ZyhBAiPavSXLVvRmqdfmBdJtvd6Kn0+K7RAI74beaE/26Wtv0OR4sSORioEKIokekE78jY2JgxY8YwevRoDA0NqV+/Pv/++y/nz58nICCA8uXL4+zsTGBgIFOmTOHSpUvMmjVLow9XV1fi4+PZs2cP1atXx9TUNMMpAps3b+bq1at8+OGHFC9enK1bt5Kamoq7uzsAjRo1Ijg4mNatW2Ntbc3EiRO1Wu5WCCGEEKKgkJHYHDBhwgRGjBjBxIkT8fDwoHPnzty/fx94Ocdj5cqVXLx4kWrVqjF9+nS+++47jeO9vb3p168fnTt3xs7OjhkzZmR4Hmtra9avX0+jRo3w8PDgl19+YeXKlVSuXBl4+SUtHx8fWrVqRcuWLWnbti1ubm65e/FCCCGEEDogI7HZ8PqzWPX09Bg/fjzjx4/PcP/69etz5swZjbbX564uXLiQhQsXarTNnTtX4/UHH3xASEhIpnFZWlqyatUqjbby5cvTr18/pkyZQsuWLdm4cWOmxwshhBC54d+Ef9l7cy/6Kn0almmIjbGNrkMShYCMxBYwISEhqFQq9Ze50vj6+moU1mmGDx+Op6cn165dIzg4OE9iFEIIIdKsvbSWNn82ZffiyWwLmkir5U3Ydm2brsMShYCMxBZykZGR9OvXj9KlS+s6FCGEEEXMnfg77F4UyIKtKRj//8Nynho94+fr46j3VT2KGxfXbYCiQJORWB1ITU1lxowZlC9fHiMjI8qUKcOUKVOIiopCpVKxatUqvL29MTY2pkqVKurlZ6OiomjYsCEAxYsXR6VS4e/vj7+/P/v27WPevHmoVCpUKpW6r4cPH9K7d29UKpWMxAohhMhT24+uZcDm/xWwAGaJ8OWGRHad26y7wEShICOxOvC2ZWpHjRrF3LlzqVSpErNnz6Z169Zcu3YNZ2dn1q1bx6effkpERASWlpbq59ReunSJKlWq8M033wD/e9yWu7s733zzDZ07d8bKyipdLImJiSQmJqpfp62YkZycrJNnzBa2taDzguRMO5Iv7UnOtCc5e0lv8z6KZfAESeNkePbfEJKrdwEkX9lR2HKWnetQKa9/w0jkqri4OOzs7Pjpp5/o06ePxraoqCjKli3LtGnTGDNmDAAvXrygbNmyfPnll4wePZqQkBAaNmzI48ePsba2Vh/r6+uLp6dnui+DWVtbM3fuXPz9/TOMJzAwkMmTJ6drX7FixTutBCaEEEIYr/uRMkdvZ7gtqkF5klr1yXCbKHoSEhLo1q0bMTExWV72XkZi81hWlqn18vJS/9nAwIDatWsTHh6eK/GMGzeO4cOHq1/Hxsbi7OzMRx99lOU3UU4qbGtB5wXJmXYkX9qTnGlPcvbSrSdhPD+6Kl27olKo1ro59h+3ACRf2VHYcpb2SbA2pIjNY29bpjavGRkZYWRklK5d12sx6/r8BZHkTDuSL+1JzrRX1HNWttNgojcH8+Ss8SutCsVrJuP4cW94LTdFPV/ZUVhylp1rkC925bG3LVMLcPjwYfWfX7x4wYkTJ/Dw8ABeLlELpFumVpula4UQQog8YVIchx/+xKmtCttKcZSoHIdTB0Mcf1gLxfLXoI4oeGQkNo+9aZnatCkGCxYsoEKFCnh4eDBnzhweP35M7969AXBxcUGlUrF582ZatGiBiYkJ5ubmuLq6cuTIEaKiojA3N8fGxgY9PfkdRQghhG6pXOtj9f05iA4DPX1wqAYqla7DEoWAVDk68KZlagGmTZvGtGnTqF69OgcOHGDTpk2UKFECgFKlSjF58mTGjh1LyZIlGTRoEAAjR45EX1+fSpUqYWdnx40bN3RybUIIIUQ6enpQqiY4VpcCVuQYGYnVgcyWqY2KigLAw8ODI0eOZHr8hAkTmDBhgkZbxYoVOXToULp9X1/ZSwjxDv69BHdOgnUZcPHWdTRCCFGkSRGrA8HBwQwdOlQKTCEKitQUHi0NQLV7B88eFcPQLAW9GmWwGbwJzO10HZ0QQhRJUsQKIcRb3PnvLB79Eor+E2t1W0rEY2KT/XGdtEV3gQkhRBEmc2JzWFJSUraPdXV1RVEUPD09cy4gIcQ7u7HiT/SfaP7Or5+k4v7fl1GSnuooKiGEKNpkJPYd+fr6UqVKFQwMDPjzzz+pWrUqrVu3JigoiKtXr2JjY0Pr1q2ZMWMG5ubmGfYRGBjIxo0b6d+/P9999x0PHz6kVatW/P777+qlYv39/Xny5AkffPABs2bNIikpiS5dujB37lz1s9USExMZP348K1eu5MmTJ1SpUoXp06fj6+ubafyy7GzBJznTTnbylXQr430t7ukTfeMmdi5uORJbfiXvMe1JzrQj+dJeYctZdq5DitgcsGTJEvr3709oaCgA27ZtY/78+ZQtW5arV68yYMAARo8ezc8//5xpH1euXGH16tX897//JTY2loCAAAYMGMDy5cvV++zduxdHR0f27t3LlStX6Ny5M56ennz++ecADBo0iAsXLrBq1SqcnJzYsGEDzZs35+zZs1SoUCHD806dOjXDZWd37typ02Vnd+3apbNzF1SSM+1oky99Iz3sSE3XnqwPe08cxfx8RE6Glm/Je0x7kjPtSL60V1hylpCQoPUxKkVRlFyIpcjw9fUlNjaWkydPZrrP2rVr6devHw8ePADSf7ErMDCQ7777juvXr1OqVCkAtm/fTsuWLbl9+zYODg74+/sTEhJCZGQk+vr6AHTq1Ak9PT1WrVrFjRs3KFeuHDdu3MDJyUl97iZNmlCnTh2+//77DGPLaCTW2dmZBw8eyLKzBYTkTDvZyddPgR1ovu5SuvaDVQz5bMVR9FSFe2aWvMe0JznTjuRLe4UtZ7GxsZQoUYKYmJgs1x8yEpsDatWqpfF69+7dTJ06lYsXLxIbG8uLFy94/vw5CQkJmY5ulilTRl3AAnh5eZGamkpERAQODg4AVK5cWV3AAjg6OnL27FkAzp49S0pKChUrVtToNzExEVtb20xjl2VnCw/JmXa0yddHw6aw7UYXmp5IweD/B2TPuKqwGDsUI8P0f38KK3mPaU9yph3Jl/YKS86ycw1SxOYAMzMz9Z+joqJo1aoV/fv3Z8qUKdjY2HDgwAECAgJISkp6p4/oX7/BKpWK1NSX/0eNj49HX1+fEydOaBS6QKZzcYUQWVO5RBWSZ/1J0L65PDt3Dj0nR5o36Utrt9a6Dk0IIYosKWJz2IkTJ0hNTWXWrFnqZV9Xr1791uNu3LjBnTt31FMBDh8+jJ6eHu7u7lk6b40aNUhJSeH+/fs0aNAg+xcghMiQp70nnh2DoaOuIxFCCAHyiK0cV758eZKTk/nxxx+5evUqy5Yt45dffnnrccbGxvj5+XH69Gn279/P4MGD6dSpk3oqwdtUrFiR7t2707NnT9avX8+1a9c4evQoU6dOZcsWeY6lEEIIIQoXKWJzWPXq1Zk9ezbTp0+nSpUqLF++nKlTp771uPLly9O+fXtatGjBRx99RLVq1d74NIOMBAUF0bNnT0aMGIG7uztt27bl2LFjlClTJruXI4QQQgiRLxWI6QQhISE0bNiQx48fY21tretwNISEhKRrGzZsGMOGDcPV1ZXmzZvTo0cPevTood7u7++Pv7+/xjHJycmsX7+eJ0+eYGRkxJo1azS2BwcHpzvP3LlzNV4XK1aMyZMnZ/jILCGEEEKIwqTIj8QGBwfni8L433//JTo6mrCwMC5dSv8oHyFyVcIj4g/MIWJ9AAmHfoLnsbqOSAghhHijAjESWxQkJSVRq1atTBclgJejtYXhMRoif0l9cJmFP7dG75yKko9gd4mDFKvyM32/3AlWpXUdnhBCCJGhfDMSm5iYyODBg7G3t8fY2JgPPviAY8eOaexz4sQJateujampKd7e3kREZG2VnNOnT9OwYUMsLCywtLSkVq1aHD9+nJCQEHr16kVMTAwqlQqVSkVgYKA6npEjR1KqVCnMzMyoW7duuqkDBw4coEGDBpiYmODs7MzgwYN5+lT7ddSDg4OJiYlh6dKlqFQq9VQDlUrFwoUL+eSTTzAzM2PKlCmkpKQQEBBA2bJlMTExwd3dnXnz5qXrc/HixVSuXBkjIyMcHR0ZNGiQ1nGJoiFogT/1V6vwPQMet6BRGNRarbBsoZ+uQxNCCCEylW9GYkePHs26detYsmQJLi4uzJgxg2bNmnHlyhX1PuPHj2fWrFnY2dnRr18/evfurV7q9U26d+9OjRo1WLhwIfr6+oSFhVGsWDG8vb2ZO3cuEydOVBfEac9UfdsSrpGRkTRv3pzvvvuOxYsX8++//zJo0CAGDRpEUFCQVtd+7NgxevbsiaWlJfPmzcPExES9LTAwkGnTpjF37lwMDAxITU2ldOnSrFmzBltbWw4ePEjfvn1xdHSkU6dOACxcuJDhw4czbdo0Pv74Y2JiYjLNU0YrdsHLUV9drMdc2NaCzgvvmrMSBx5h9EKzzTQJTPbfIXlE4bsP8h7TnuRMe5Iz7Ui+tFfYcpad68gXy84+ffqU4sWLExwcTLdu3YCXF+Pq6srQoUN5//33adiwIbt376Zx48YAbN26lZYtW/Ls2TOMjY3f2L+lpSU//vgjfn7pR5ZeXwIWyNISrn369EFfX59ff/1Vvf3AgQP4+Pjw9OlTjI2N1fEPHTr0rTlo27Yt1tbWGl/gUqlUDB06lDlz5rzx2EGDBnH37l3Wrl0LQKlSpejVqxfffffdW88bGBiY4RfBVqxY8U4LM4iCo9y4sepVqF4Vbwx3Jk/L+4CEEEIUOQkJCXTr1q3gLTsbGRlJcnIy9evXV7cVK1aMOnXqEB4ezvvvvw9AtWrV1NsdHR0BuH///lsfITV8+HD69OnDsmXLaNKkCR07dsTNzS3T/bOyhOvp06c5c+YMy5cvV29XFIXU1FSuXbuGh4dHFq/+zWrXrp2ubcGCBSxevJgbN27w7NkzkpKS8PT0BF7m486dO+pi/23GjRvH8OHD1a9jY2Nxdnbmo48+yvKbKCcVtrWg88K75uzYlK8oHpu+in1qZkCLFi1yIsR8Rd5j2pOcaU9yph3Jl/YKW87SPgnWRr4oYrPq1ZukUqkA1MuuvklgYCDdunVjy5YtbNu2jUmTJrFq1SratWuX4f5ZWcI1Pj6eL774gsGDB6c7Piefy/rqkrYAq1atYuTIkcyaNQsvLy8sLCz44YcfOHLkCIDGVISsMDIywsgo/drvul6LWdfnL4iym7O4j1tT/K//pGtPadetUN8DeY9pT3KmPcmZdiRf2issOcvONeSLItbNzQ1DQ0NCQ0NxcXEBXv6GcezYsSx9FJ8VFStWpGLFigwbNoyuXbsSFBREu3btMDQ0JCUlRWPfrCzhWrNmTS5cuED58uVzJL6sCg0NxdvbmwEDBqjbIiMj1X+2sLDA1dWVPXv20LBhwzyNTRRMHwVO5UAymG/ejHFSCglGBjz/tAONR47TdWhCCCFEpvJFEWtmZkb//v0ZNWoUNjY2lClThhkzZpCQkEBAQACnT5/Odt/Pnj1j1KhRdOjQgbJly3Lr1i2OHTvGp59+CoCrqyvx8fHs2bOH6tWrY2pqqrGE66xZs6hRowb//vsve/bsoVq1arRs2ZIxY8ZQr149Bg0aRJ8+fTAzM+PChQvs2rWLn376KadSk06FChVYunQpO3bsoGzZsixbtoxjx45RtmxZ9T6BgYH069cPe3t7Pv74Y+Li4ggNDeXLL7/MtbhEwaVSqWjw/TRSJ0zixb17GDg4oPeWeeZCCCGEruWLIhZg2rRppKam0qNHD+Li4qhduzY7duygePHi79Svvr4+Dx8+pGfPnty7d48SJUrQvn179ZeZvL296devH507d+bhw4dMmjSJwMBAgoKC+O677xgxYgS3b9+mRIkS1KtXj1atWgEv5+fu27eP8ePH06BBAxRFwc3Njc6dO79zLt7kiy++4NSpU3Tu3BmVSkXXrl0ZMGAA27ZtU+/j5+fH8+fPmTNnDiNHjqREiRJ06NAhV+MSBZ+eiQmGrq66DkMIIYTIknxTxBobGzN//nzmz5+fbpuvry+vP0TB09MzXVtGDA0NWbly5Rv3+fnnn0lJSWHt2rVMnjyZuXPn4u/vz9y5c9+4hOv777/Pzp07M90eFRX11vgAPvzwQ/r166d+MkOajK7PyMiIoKCgdI/xmjp1qsZrFxcXjI2Nef78OXp6+eZxwEIIIYQQOUKqG2D79u0EBwezefNmoqOjuXTpEt9++22enHvTpk3cu3ePLl26qNt+++03fH19sbS0RKVSaTz+K80nn3xCmTJlMDY2xtHRkR49enDnzh319ubNm1OsWDGNpycIIYQQQktPH/D86CpeXNwDWfgyucg7haKIrVy5Mubm5hn+ZKWIi4yMxNHREW9vbxwcHLC3t8fCwiLH4lu+fHmm8XXr1o1evXppjJYmJCTQvHlzvvrqq0z7bNiwIatXryYiIoJ169YRGRmZbsqAv79/hiPbQgghhHi7Ez/2J6Rlfa71nMy5jgPZ2bEy8ZHHdR2W+H/5ZjrBu9i6dWumKz2ULFnyjcf6+/uzZMkS4OUXXFxcXHB1dcXT05O5c+cCL7/81adPHy5dusT69euxtbXlxx9/xMvLiz59+rBnzx7KlSvH4sWL1c91TVtEITg4mIkTJ5KcnKxeKCHtGbcPHz7Ey8uL1q1ba8SU9kSG15e5fdWwYcPUf3ZxcWHs2LG0bduW5ORk9WMqWrduzaBBg4iMjHzjc3GFEEIIoenizmD0fguhZPLLQSajZBXO52H/kJ58vPmCjqMTUEiK2LTHcmXHvHnzcHNz47fffuPYsWPo6+vTsWPHdPvNmTOH77//ngkTJjBnzhx69OiBt7c3vXv35ocffmDMmDH07NmT8+fPq59hm5CQwJQpU/jzzz8xNDRkwIABjB07Vr0E7NmzZzE1NX3nhREePXrE8uXL8fb21njOWpkyZShZsiT79+/PtIiVZWcLPsmZdiRf2pOcaU9ypp38mK/zy3+mUgbhlLmicHbnn7zXMHe/yP02+TFn7yI711Eoith3YWVlhYWFBfr6+jg4OGS6X4sWLfjiiy8AmDhxIgsXLuT9999XF7xjxozBy8uLe/fuqftJTk7mp59+om7dugAsWbIEDw8Pjh49Sp06dbh+/TolS5bM9hevxowZw08//URCQgL16tVj8+bN6fZxcnLi+vXrmfYxderUDL+8tnPnTp0uO7tr1y6dnbugkpxpR/KlPcmZ9iRn2slX+Xr8LMNmPeDg/t1cfZZz0w7fRb7K2TtISEjQ+pgiX8Rm1atL3qZNUahatWq6tvv376uLWAMDA/WSuQDvvfce1tbWhIeHU6dOHZ49e4bxOzyPc9SoUQQEBHD9+nUmT55Mz5492bx5s3okGF6u4PWmN4YsO1vwSc60I/nSnuRMe5Iz7eTHfC3f+TNcupGuPUkfvLoMwr1idR1E9T/5MWfvotAvO6tLGS15m91lcNOUKFGCx48fZzumEiVKUKJECSpWrIiHhwfOzs4cPnwYLy8v9T6PHj3Czs4u0z5k2dnCQ3KmHcmX9iRn2pOcaSc/5av+iDncOf4p9jGa7SfeL0HvyrV1E1QG8lPO3kV2rqFQPJ0gv3rx4gXHj//vW4wRERE8efJEPQe2Ro0a3L17950K2TRpxfOr81ufP39OZGQkNWrUeOf+hRBCiKKkQrlKGP/yGwdrWXHHBq446bG3fXU+W7RH16GJ/ycjsbmoWLFifPnll8yfPx8DAwMGDRpEvXr1qFOnDvCyiC1RogShoaHqlcAA7t69y927d7ly5Qrw8gtgFhYWlClTBhsbG44cOcKxY8f44IMPKF68OJGRkUyYMAE3NzeNUdjDhw9jZGSk0SaEEEKIrKlbowF1lx/WdRgiEzISm4tMTU0ZM2YM3bp1o379+pibm/PXX3+pt+vr69OrV690z7L95ZdfqFGjBp9//jnwckWvGjVqsGnTJnW/69evp3Hjxri7uxMQEKBeBvfVqQErV66ke/fuOv2ClhBCCCFEbpCRWF4+lzXt2ayQ/vmsGS0f+/qSsK6urhkuE9u+fXvat2+f6bmHDRtG5cqVuX79uvpRYYGBgQQGBmZ6TNWqVfn7778z3Q7w4MED1q5dqzGdQQgh3lVyajLJKcmYFpNfjoUQuiUjsW/g6+urUdzmlMDAQEqWLIlKpeLw4cMsWrSIGzfSfwPyXURFRfHzzz9TtmzZHO1XCFE0JSqJ9Ns8ls8nvs/Ir96n7a9tOHjrpK7DEkIUYTISm0sePHhATEwMYWFheHp6qtvDw8OZPHkyGzZsoF69ehQvXjzDpwO8q9q1a6tXDxNCiHf1nwt/0n/DZWzjXr5+oXeJNSd64TBtC+VsSus2OIB75+FhJJSsDLayQqEQRYGMxGZTUlLSG7d36NAhw/bIyEgA2rRpg4ODQ64UsEIIkZPO34+k93//V8ACGKRC13+SWPrnDN0FBpAYD392gIXesLoH/FgL1veFlMKxipEQInMyEvv/nj59Sv/+/Vm/fj0WFhaMHDlSY7urqysBAQFcvnyZjRs30r59e4KDgzPtL+1j/LTHW/n4+ODr66teHSttla6M5tGmOXfuHNWqVePevXvY2dnx6NEjSpQoQadOnVi1ahUA3333Hdu3b+fAgQOEhITQsGFDNm/ezLhx47h06RKenp788ccfVKlSJcNzyLKzBZ/kTDuSL+2d/XsPtTN5EqDT4bMk99ddLvV2TkT/yqsrFilw5i9SbCuS6j1EZ3HJ+0w7ki/tFbacybKz72DUqFHs27eP//znP9jb2/PVV19x8uRJjakAM2fOZOLEiUyaNOmt/aUtLbt7924qV66MoaEhhoaGuLq60qtXL6Kjo9/aR+XKlbG1tWXfvn106NCB/fv3q1+n2bdvH76+vumuZd68eTg4OPDVV1/RunVrLl26lOGDhGXZ2cJDcqYdyVfWpd6KyXSb8fNibN26NQ+j0dTi9HL0M2hPOPgHfz+pkOfxvE7eZ9qRfGmvsORMlp3Npvj4eBYtWsSff/5J48aNAViyZAmlS2vO82rUqBEjRozIUp9pq2TZ2tqql6EFsLa2BtBoy4xKpeLDDz8kJCSEDh06EBISQq9evfjjjz+4ePEibm5uHDx4kNGjR2scN2nSJJo2bapxHRs2bKBTp07pziHLzhZ8kjPtSL60l+Try9nVq7B6ln6kpGaXPri3aKGDqABFwSAs49Ebc0MVLXQVF/I+05bkS3uFLWey7Gw2RUZGkpSURN26ddVtNjY2uLu7a+yniy9K+fj48NtvvwEvR12///57Ll26REhICI8ePSI5OZn69etrHPPq4gZp1xEeHp5h/7LsbOEhOdOO5EsLpqY8+LQrpiuXUywlRd0c/6EPtTt2VC+7rRMVmsKl7emaVe7N88X9lfeZdiRf2issOcvONUgRqwUzM7M8P2faY74uX77MhQsX+OCDD7h48SIhISE8fvyY2rVry2IGQohcl1K1EhX8tvF481YSHz/BvnFDzOrW0XVY8NF3cPskPL3/vzabcuAzRncxCSHyhBSxgJubG8WKFePIkSOUKVMGgMePH3Pp0iV8fHyy1aehoSEAKa+MWmRH1apVKV68ON999x2enp6Ym5vj6+vL9OnTefz4cbr5sPByudnXr8PDw+Od4hBCCAMHB5z6f6HrMDSVqACDjkLYSnh4BRyqQrVOYJj3gw5CiLwlRSxgbm5OQEAAo0aNwtbWFnt7e8aPH69+gkB22NvbY2Jiwvbt2yldujTGxsZYWVlp3U/avNjly5ern5hQrVo1EhMT2bNnj8Z81jTffPMNtra2lCxZkvHjx1OiRAnatm2bpfOlPS0hO3NTckJycjIJCQnExsYWio9H8oLkTDuSL+3l/5zpQ+XP/vfyeQo8182/YWnyf87yF8mX9gpbztLqjjc9tel1UsT+vx9++IH4+Hhat26NhYUFI0aMICYm82/kvo2BgQHz58/nm2++YeLEiTRo0CDdcrZZ5ePjw8aNG9Wjrnp6enz44Yds2bIl3XxYgGnTpjFkyBAuX76Mp6cn//3vf9Ujw28TF/fyQZDOzs7ZilUIIYQQIrvi4uKyPOinUrQpeUW+lvac2MePH6ufgqCt1NRU7ty5g4WFhU6+rJH2dISbN2/q5OkIBZHkTDuSL+1JzrQnOdOO5Et7hS1niqIQFxeHk5NTlj8Jl5FYoUFPTy/do8V0wdLSslD8pcxLkjPtSL60JznTnuRMO5Iv7RWmnGk77VKWnc2m77//HnNz8wx/Pv744yz3k1kf5ubm7N+/PxevQAghhBCi4JKR2Gzq169fhosHAJiYmGS5n7CwsEy3lSpVSquYfH19tZoQLYQQQghRUEkRm002NjbY2Ni8cz/ly5fPgWgKDyMjIyZNmpThAgwiY5Iz7Ui+tCc5057kTDuSL+1JzuSLXUIIIYQQogCSObFCCCGEEKLAkSJWCCGEEEIUOFLECiGEEEKIAkeKWCGEEEIIUeBIESuEEEIIIQocKWJFnluwYAGurq4YGxtTt25djh49mqXjVq1ahUqlom3btrkbYD6kbc6ePHnCwIEDcXR0xMjIiIoVK7J169Y8ilb3tM3X3LlzcXd3x8TEBGdnZ4YNG8bz58/zKFrd++eff2jdujVOTk6oVCo2btz41mNCQkKoWbMmRkZGlC9fnuDg4FyPM7/QNl/r16+nadOm2NnZYWlpiZeXFzt27MibYPOJ7LzH0oSGhmJgYICnp2euxZffZCdfiYmJjB8/HhcXF4yMjHB1dWXx4sW5H6wOSREr8tRff/3F8OHDmTRpEidPnqR69eo0a9aM+/fvv/G4qKgoRo4cSYMGDfIo0vxD25wlJSXRtGlToqKiWLt2LREREfz+++9aL55RUGmbrxUrVjB27FgmTZpEeHg4ixYt4q+//uKrr77K48h15+nTp1SvXp0FCxZkaf9r167RsmVLGjZsSFhYGEOHDqVPnz5FpjDTNl///PMPTZs2ZevWrZw4cYKGDRvSunVrTp06lcuR5h/a5izNkydP6NmzJ40bN86lyPKn7OSrU6dO7Nmzh0WLFhEREcHKlStxd3fPxSjzAUWIPFSnTh1l4MCB6tcpKSmKk5OTMnXq1EyPefHiheLt7a388ccfip+fn9KmTZs8iDT/0DZnCxcuVMqVK6ckJSXlVYj5irb5GjhwoNKoUSONtuHDhyv169fP1TjzK0DZsGHDG/cZPXq0UrlyZY22zp07K82aNcvFyPKnrOQrI5UqVVImT56c8wEVANrkrHPnzsrXX3+tTJo0SalevXquxpVfZSVf27ZtU6ysrJSHDx/mTVD5hIzEijyTlJTEiRMnaNKkibpNT0+PJk2acOjQoUyP++abb7C3tycgICAvwsxXspOzTZs24eXlxcCBAylZsiRVqlTh+++/JyUlJa/C1pns5Mvb25sTJ06opxxcvXqVrVu30qJFizyJuSA6dOiQRo4BmjVr9sa/x+J/UlNTiYuLy5FVHwuzoKAgrl69yqRJk3QdSr63adMmateuzYwZMyhVqhQVK1Zk5MiRPHv2TNeh5SpZdlbkmQcPHpCSkkLJkiU12kuWLMnFixczPObAgQMsWrSIsLCwPIgw/8lOzq5evcrff/9N9+7d2bp1K1euXGHAgAEkJycX+v8ZZCdf3bp148GDB3zwwQcoisKLFy/o169fkZpOoK27d+9mmOPY2FiePXuGiYmJjiIrGGbOnEl8fDydOnXSdSj51uXLlxk7diz79+/HwEBKlbe5evUqBw4cwNjYmA0bNvDgwQMGDBjAw4cPCQoK0nV4uUZGYkW+FRcXR48ePfj9998pUaKErsMpMFJTU7G3t+e3336jVq1adO7cmfHjx/PLL7/oOrR8KSQkhO+//56ff/6ZkydPsn79erZs2cK3336r69BEIbRixQomT57M6tWrsbe313U4+VJKSgrdunVj8uTJVKxYUdfhFAipqamoVCqWL19OnTp1aNGiBbNnz2bJkiWFejRWfr0ReaZEiRLo6+tz7949jfZ79+7h4OCQbv/IyEiioqJo3bq1ui01NRUAAwMDIiIicHNzy92gdUzbnAE4OjpSrFgx9PX11W0eHh7cvXuXpKQkDA0NczVmXcpOviZMmECPHj3o06cPAFWrVuXp06f07duX8ePHo6cnv+u/zsHBIcMcW1payijsG6xatYo+ffqwZs2adNMxxP/ExcVx/PhxTp06xaBBg4CX//YrioKBgQE7d+6kUaNGOo4yf3F0dKRUqVJYWVmp2zw8PFAUhVu3blGhQgUdRpd75F9nkWcMDQ2pVasWe/bsUbelpqayZ88evLy80u3/3nvvcfbsWcLCwtQ/n3zyifob0c7OznkZvk5omzOA+vXrc+XKFXXBD3Dp0iUcHR0LdQEL2ctXQkJCukI17RcARVFyL9gCzMvLSyPHALt27co0xwJWrlxJr169WLlyJS1bttR1OPmapaVlun/7+/Xrh7u7O2FhYdStW1fXIeY79evX586dO8THx6vbLl26hJ6eHqVLl9ZhZLlMt98rE0XNqlWrFCMjIyU4OFi5cOGC0rdvX8Xa2lq5e/euoiiK0qNHD2Xs2LGZHl8Un06gbc5u3LihWFhYKIMGDVIiIiKUzZs3K/b29sp3332nq0vIU9rma9KkSYqFhYWycuVK5erVq8rOnTsVNzc3pVOnTrq6hDwXFxennDp1Sjl16pQCKLNnz1ZOnTqlXL9+XVEURRk7dqzSo0cP9f5Xr15VTE1NlVGjRinh4eHKggULFH19fWX79u26uoQ8pW2+li9frhgYGCgLFixQoqOj1T9PnjzR1SXkOW1z9rqi9nQCbfMVFxenlC5dWunQoYNy/vx5Zd++fUqFChWUPn366OoS8oQUsSLP/fjjj0qZMmUUQ0NDpU6dOsrhw4fV23x8fBQ/P79Mjy2KRayiaJ+zgwcPKnXr1lWMjIyUcuXKKVOmTFFevHiRx1Hrjjb5Sk5OVgIDAxU3NzfF2NhYcXZ2VgYMGKA8fvw47wPXkb179ypAup+0PPn5+Sk+Pj7pjvH09FQMDQ2VcuXKKUFBQXket65omy8fH5837l8UZOc99qqiVsRmJ1/h4eFKkyZNFBMTE6V06dLK8OHDlYSEhLwPPg+pFEU+LxNCCCGEEAWLzIkVQgghhBAFjhSxQgghhBCiwJEiVgghhBBCFDhSxAohhBBCiAJHilghhBBCCFHgSBErhBBCCCEKHClihRBCCCFEgSNFrBCi0PH19WXo0KG6DiPfCQ4OxtraWv06MDAQT0/PXD2nSqVi48aNmW7PjXsVEhKCSqXiyZMnWT7G39+ftm3b5ni/efFezErsQhRGUsQKIfKN1q1b07x58wy37d+/H5VKxZkzZ/I4qsJr5MiR7NmzR9dh5Dhvb2+io6OxsrLK8jHz5s0jODhY/Tqj4jM7/Qohco8UsUKIfCMgIIBdu3Zx69atdNuCgoKoXbs21apV00FkeSc5OTnPzmVubo6trW2enS+vGBoa4uDggEqlyvIxVlZWGqPUOdWvECL3SBErhMg3WrVqhZ2dncaIGEB8fDxr1qwhICCAhw8f0rVrV0qVKoWpqSlVq1Zl5cqVb+w3o4+0ra2tNc5z8+ZNOnXqhLW1NTY2NrRp04aoqKhM+0z7aHnPnj3Url0bU1NTvL29iYiI0Nhv4cKFuLm5YWhoiLu7O8uWLUsX28KFC/nkk08wMzNjypQp6o/5Fy9eTJkyZTA3N2fAgAGkpKQwY8YMHBwcsLe3Z8qUKRp9zZ49m6pVq2JmZoazszMDBgwgPj4+02t4fTpBSEgIderUwczMDGtra+rXr8/169fV2//zn/9Qs2ZNjI2NKVeuHJMnT+bFixfq7ZcvX+bDDz/E2NiYSpUqsWvXrkzP/aoXL14waNAgrKysKFGiBBMmTCBtRfRvvvmGKlWqpDvG09OTCRMmZNjf6x/7p02j2LFjBx4eHpibm9O8eXOio6PVx7z6kby/vz/79u1j3rx5qFQqVCoVUVFR6frNznvxVZcuXUKlUnHx4kWN9jlz5uDm5gZASkoKAQEBlC1bFhMTE9zd3Zk3b94b+3V1dWXu3LkabZ6engQGBqpfP3nyhD59+mBnZ4elpSWNGjXi9OnTWY5diPxAilghRL5hYGBAz549CQ4OVhcxAGvWrCElJYWuXbvy/PlzatWqxZYtWzh37hx9+/alR48eHD16NNvnTU5OplmzZlhYWLB//35CQ0PVhU5SUtIbjx0/fjyzZs3i+PHjGBgY0Lt3b/W2DRs2MGTIEEaMGMG5c+f44osv6NWrF3v37tXoIzAwkHbt2nH27Fn18ZGRkWzbto3t27ezcuVKFi1aRMuWLbl16xb79u1j+vTpfP311xw5ckTdj56eHvPnz+f8+fMsWbKEv//+m9GjR2cpBy9evKBt27b4+Phw5swZDh06RN++fdWjjvv376dnz54MGTKECxcu8OuvvxIcHKwupFNTU2nfvj2GhoYcOXKEX375hTFjxmTp3EuWLMHAwICjR48yb948Zs+ezR9//AFA7969CQ8P59ixY+r9T506xZkzZ+jVq1eW+gdISEhg5syZLFu2jH/++YcbN24wcuTIDPedN28eXl5efP7550RHRxMdHY2zs3O6/d71vVixYkVq167N8uXLNdqXL19Ot27dgJd5LV26NGvWrOHChQtMnDiRr776itWrV2f52jPSsWNH7t+/z7Zt2zhx4gQ1a9akcePGPHr06J36FSJPKUIIkY+Eh4crgLJ37151W4MGDZTPPvss02NatmypjBgxQv3ax8dHGTJkiPo1oGzYsEHjGCsrKyUoKEhRFEVZtmyZ4u7urqSmpqq3JyYmKiYmJsqOHTsyPOfevXsVQNm9e7e6bcuWLQqgPHv2TFEURfH29lY+//xzjeM6duyotGjRQiO2oUOHauwzadIkxdTUVImNjVW3NWvWTHF1dVVSUlLUbe7u7srUqVMzjE9RFGXNmjWKra2t+nVQUJBiZWWlcZ7q1asriqIoDx8+VAAlJCQkw74aN26sfP/99xpty5YtUxwdHRVFUZQdO3YoBgYGyu3bt9Xbt23blmHuX+Xj46N4eHho5H7MmDGKh4eH+vXHH3+s9O/fX/36yy+/VHx9fTPtM+3ePH78WH3dgHLlyhX1PgsWLFBKliypfu3n56e0adNGI65X30MZ9ZuRt70XXzdnzhzFzc1N/ToiIkIBlPDw8EyPGThwoPLpp59mGruLi4syZ84cjWOqV6+uTJo0SVEURdm/f79iaWmpPH/+XGMfNzc35ddff830vELkNzISK4TIV9577z28vb1ZvHgxAFeuXGH//v0EBAQALz9e/fbbb6latSo2NjaYm5uzY8cObty4ke1znj59mitXrmBhYYG5uTnm5ubY2Njw/PlzIiMj33jsq3N0HR0dAbh//z4A4eHh1K9fX2P/+vXrEx4ertFWu3btdP26urpiYWGhfl2yZEkqVaqEnp6eRlvauQB2795N48aNKVWqFBYWFvTo0YOHDx+SkJDwthRgY2ODv78/zZo1o3Xr1sybN0/j4/bTp0/zzTffqPNjbm6uHqlMSEggPDwcZ2dnnJyc1Md4eXm99bwA9erV05hn6uXlxeXLl0lJSQHg888/Z+XKlTx//pykpCRWrFihMeKdFaampuqP6OHlvXo1d9mRE+/FLl26EBUVxeHDh4GXo7A1a9bkvffeU++zYMECatWqhZ2dHebm5vz222/v/H6Pj4/H1tZW435eu3btre93IfITA10HIIQQrwsICODLL79kwYIFBAUF4ebmho+PDwA//PAD8+bNY+7cuer5n0OHDn3jx/4qlUpjegJofoEqPj6eWrVqpftYF8DOzu6NsRYrVkzjPPDyI2BtmJmZvbHftL4zaks7V1RUFK1ataJ///5MmTIFGxsbDhw4QEBAAElJSZiamr41jqCgIAYPHsz27dv566+/+Prrr9m1axf16tUjPj6eyZMn0759+3THGRsba3O5WmvdujVGRkZs2LABQ0NDkpOT6dChg1Z9ZJS7198T2srOe/F1Dg4ONGrUiBUrVlCvXj1WrFhB//791dtXrVrFyJEjmTVrFl5eXlhYWPDDDz9oTCN5nZ6e3lvf746OjoSEhKQ79m1fbhMiP5EiVgiR73Tq1IkhQ4awYsUKli5dSv/+/dUFYmhoKG3atOGzzz4DXhaMly5dolKlSpn2Z2dnpzGqePnyZY3RyZo1a/LXX39hb2+PpaVljl2Hh4cHoaGh+Pn5qdtCQ0PfGGt2nThxgtTUVGbNmqUerc3OvMkaNWpQo0YNxo0bh5eXl7q4qlmzJhEREZQvXz7D4zw8PLh58ybR0dHqEem00cW3eb0gO3z4MBUqVEBfXx94OVfaz8+PoKAgDA0N6dKlCyYmJlpfmzYMDQ3VI8GZyc57MSPdu3dn9OjRdO3alatXr9KlSxeNc3h7ezNgwAB129tGS19/v8fGxnLt2jX165o1a3L37l0MDAxwdXXVKlYh8hOZTiCEyHfMzc3p3Lkz48aNIzo6Gn9/f/W2ChUqsGvXLg4ePEh4eDhffPEF9+7de2N/jRo14qeffuLUqVMcP36cfv36aYzMde/enRIlStCmTRv279/PtWvXCAkJYfDgwRk+7iurRo0aRXBwMAsXLuTy5cvMnj2b9evXZ/qFondRvnx5kpOT+fHHH7l69SrLli3jl19+yfLx165dY9y4cRw6dIjr16+zc+dOLl++jIeHBwATJ05k6dKlTJ48mfPnzxMeHs6qVav4+uuvAWjSpAkVK1bEz8+P06dPs3//fsaPH5+lc9+4cYPhw4cTERHBypUr+fHHHxkyZIjGPn369OHvv/9m+/btWk8lyA5XV1eOHDlCVFQUDx48yHB0PTvvxYy0b9+euLg4+vfvT8OGDTWmZFSoUIHjx4+zY8cOLl26xIQJEzS+5JaRRo0asWzZMvbv38/Zs2fx8/NT/0IAL++Vl5cXbdu2ZefOnURFRXHw4EHGjx/P8ePHtY5fCF2RIlYIkS8FBATw+PFjmjVrpvE/9a+//pqaNWvSrFkzfH19cXBweOtqRbNmzcLZ2ZkGDRrQrVs3Ro4cqfHxuqmpKf/88w9lypShffv2eHh4EBAQwPPnz99pZLZt27bMmzePmTNnUrlyZX799VeCgoLw9fXNdp+ZqV69OrNnz2b69OlUqVKF5cuXM3Xq1Cwfb2pqysWLF/n000+pWLEiffv2ZeDAgXzxxRcANGvWjM2bN7Nz507ef/996tWrx5w5c3BxcQFefoS9YcMGnj17Rp06dejTp0+6R4BlpmfPnurjBg4cyJAhQ+jbt6/GPhUqVMDb25v33nuPunXrZvm6smvkyJHo6+tTqVIl7OzsMpyDmp33YkYsLCxo3bo1p0+fpnv37hrbvvjiC9q3b0/nzp2pW7cuDx8+1BiVzci4cePw8fGhVatWtGzZkrZt22rMB1apVGzdupUPP/yQXr16UbFiRbp06cL169cpWbKk1vELoSsq5V0nBQkhhBC5TFEUKlSowIABAxg+fLiuwxFC5AMyJ1YIIUS+9u+//7Jq1Sru3r2r1bNhhRCFmxSxQggh8jV7e3tKlCjBb7/9RvHixXUdjhAin5AiVgghRL4ms96EEBmRL3YJIYQQQogCR4pYIYQQQghR4EgRK4QQQgghChwpYoUQQgghRIEjRawQQgghhChwpIgVQgghhBAFjhSxQgghhBCiwJEiVgghhBBCFDhSxAohhBBCiAJHilghhBBCCFHgSBErhBBCCCEKHClihRBCCCFEgWOg6wBE/pKamsqdO3ewsLBApVLpOhwhhBBCFAGKohAXF4eTkxN6elkbY5UiVmi4c+cOzs7Oug5DCCGEEEXQzZs3KV26dJb2lSJWaLCwsABevoksLS11HI0QQgghioLY2FicnZ3VdUhWSBErNKRNIbC0tJQiVgghhBB5SpupjPLFLiGEEEIIUeBIESuEEEIIIQocKWKFEEIIIUSBI0WsEEIIIYQocKSIFUIIIYQQBY4UsUIIIYQQosCRIlYIIYQQQhQ48pxYkWeeJj/lp1M/seXqFpJSk2jk3IghNYdQ0qykrkMTQgghRGYeX4ebR8HSEVzqQz5Zll6KWJFnhvw9hCN3j6hf//fqfzn972nWt1mPkb6RDiMTQgghRIa2jYGjv4GS+vK1fWXovhqssrY0bG4qUtMJAgMD8fT01HUYb+Xv70/btm3Vr319fRk6dKjO4skJZ/49o1HAprkRd4MdUTt0EJEQQggh3ujMajjyy/8KWID752HTl7qL6RVFaiR25MiRfPll/ki8NtavX0+xYsV0HcY7iXwSma1tRZ2iKDw7FUZqfBwmNWuhb26m65CEEEIUFWf+yrg9ci/E3wdz+7yN5zVFqog1NzfH3Nz8nfpITk7OUkGZ1f2ywsbGJkf60aUKxStkuq28dfk8jKTgSLx6lVuDviTp6lUA9ExNsR83luIdO+o4MiGEEEXCi8RMNijw4nmehpKRfDmdwNfXly+//JKhQ4dSvHhxSpYsye+//87Tp0/p1asXFhYWlC9fnm3btqmPSUlJISAggLJly2JiYoK7uzvz5s3T6Pf16QSpqal88803lC5dGiMjIzw9Pdm+fbt6e1RUFCqVir/++gsfHx+MjY1Zvnx5hjGrVCoWLlzIJ598gpmZGVOmTMlSTCkpKQwfPhxra2tsbW0ZPXo0iqKky8er0wlUKhUbN27U2Mfa2prg4GAAkpKSGDRoEI6OjhgbG+Pi4sLUqVMzjDsxMZHY2FiNn9xQpUQVvJ2807W7WrrSzLVZrpyzIFMUhVtfDlYXsACpCQncnTiJ5+HhOoxMCCGy5uCVB3T97TA1vtlJ+59D2Xn+rq5DEtqq2Dzj9pJVwbpM3saSgXxZxAIsWbKEEiVKcPToUb788kv69+9Px44d8fb25uTJk3z00Uf06NGDhIQE4GVBWrp0adasWcOFCxeYOHEiX331FatXr870HPPmzWPWrFnMnDmTM2fO0KxZMz755BMuX76ssd/YsWMZMmQI4eHhNGuWecEVGBhIu3btOHv2LL17985STLNmzSI4OJjFixdz4MABHj16xIYNG94pd/Pnz2fTpk2sXr2aiIgIli9fjqura4b7Tp06FSsrK/WPs7PzO537TeY2nEuvKr2wN7WnuFFxPq3wKUHNgzDUN8y1cxZUz0+fJikyg2kWikLMa7/ACCFEfnMw8gE9Fh/l0NWHPE5I5uSNJ/RddoItZ6J1HZrQxvsB4PKBZpuRFbSao5t4XqNSXh/2ywd8fX1JSUlh//79wMvRSisrK9q3b8/SpUsBuHv3Lo6Ojhw6dIh69epl2M+gQYO4e/cua9euBV4WmRs3biQsLAyAUqVKMXDgQL766iv1MXXq1OH9999nwYIFREVFUbZsWebOncuQIUPeGLNKpWLo0KHMmfPmG/t6TE5OTgwbNoxRo0YB8OLFC8qWLUutWrXUo62+vr54enoyd+5c9bk2bNig8eUva2tr5s6di7+/P4MHD+b8+fPs3r0b1Vseg5GYmEhi4v8+LoiNjcXZ2ZmYmBgsLS3feKzIPfGhodwM6JPhNqtP2+M0ZUoeRySEEFn32R9HOHDlQbp295IW7Bj2oQ4iEtmWmgIRW+HGYbBwgOpdwaxEjp8mNjYWKysrreqPfDsntlq1auo/6+vrY2trS9WqVdVtJUu+fLbo/fv31W0LFixg8eLF3Lhxg2fPnpGUlJTp0whiY2O5c+cO9evX12ivX78+p0+f1mirXbt2lmLOaL83xRQTE0N0dDR169ZV729gYEDt2rXTTSnQhr+/P02bNsXd3Z3mzZvTqlUrPvroowz3NTIywshIHm+V35jWqIGeuTmp8fHptpl/6KODiIQQIusu3o3LsP3S/TgURXnrAIvIR/T0waP1y598Jt9OJ3j9S1EqlUqjLe0vQGrqy8c+rFq1ipEjRxIQEMDOnTsJCwujV69eJCUlvXMsZmZZ+0b46/vlVkwqlSpdkZucnKz+c82aNbl27Rrffvstz549o1OnTnTo0OGdzinylp6pKSXHjwc9zb+i5o0bY9GksY6iEkKIrClnl/H/N8uWMJMCVuSYfDsSq63Q0FC8vb0ZMGCAui0yozmF/8/S0hInJydCQ0Px8fnfyFZoaCh16tTJk5isrKxwdHTkyJEjfPjhy49XXrx4wYkTJ6hZs2am/drZ2REd/b95RZcvX1bPDU5jaWlJ586d6dy5Mx06dKB58+Y8evSoUDzpoKiwbtcW48qViNn4H1Lj4jD7sAEWjRqh0tfXdWhCCPFG/X3cOBb1iNc/VBzgK0+jETmn0BSxFSpUYOnSpezYsYOyZcuybNkyjh07RtmyZTM9ZtSoUUyaNAk3Nzc8PT0JCgoiLCws0ycQ5EZMQ4YMYdq0aVSoUIH33nuP2bNn8+TJkzf226hRI3766Se8vLxISUlhzJgxGqPUs2fPxtHRkRo1aqCnp8eaNWtwcHDA2to6R65L5B3jihUxHj1K12EIIYRWGr5nzy+f1WL+nstcvBtH2RJm9PNxo0Mt3a/yJAqPQlPEfvHFF5w6dYrOnTujUqno2rUrAwYM0HgM1+sGDx5MTEwMI0aM4P79+1SqVIlNmzZRoULmzzTN6ZhGjBhBdHQ0fn5+6Onp0bt3b9q1a0dMTEym/c6aNYtevXrRoEEDnJycmDdvHidOnFBvt7CwYMaMGVy+fBl9fX3ef/99tm7dip5evp09IoQQopBpVtmBZpUddB2GKMTy5dMJcsu4cePYv38/Bw4c0HUo+VZ2vh0ohBBCCPEuslN/FImhOUVRiIyMZM+ePVSuXFnX4QghhBBCiHdUJIrYmJgYKlWqhKGhocYzYYUQQgghRMFUaObEvom1tbXGA/2FEEIIIUTBViRGYoUQQgghROEiRawQQgghhChwpIgVQgghhBAFjhSxQgghhBCiwCkSX+wSWZf22ODY2FgdRyKEEEKIoiKt7tBm+QIpYoWGuLg4AJydnXUciRBCCCGKmri4OKysrLK0b5FasUu8XWpqKnfu3MHCwgKVSpUr54iNjcXZ2ZmbN2/KqmBZIPnSjuRLO5Iv7Ui+tCc5005RzZeiKMTFxeHk5ISeXtZmu8pIrNCgp6dH6dKl8+RclpaWReov6LuSfGlH8qUdyZd2JF/ak5xppyjmK6sjsGnki11CCCGEEKLAkSJWCCGEEEIUOFLEijxnZGTEpEmTMDIy0nUoBYLkSzuSL+1IvrQj+dKe5Ew7kq+sky92CSGEEEKIAkdGYoUQQgghRIEjRawQQgghhChwpIgVQgghhBAFjhSxQgghhBCiwJEiVgghhBBCFDhSxIp38s8//9C6dWucnJxQqVRs3LjxjfuHhISgUqnS/dy9e1djvwULFuDq6oqxsTF169bl6NGjuXgVeSc38jV16lTef/99LCwssLe3p23btkREROTyleSN3Hp/pZk2bRoqlYqhQ4fmfPA6kFv5un37Np999hm2traYmJhQtWpVjh8/notXkndyI2cpKSlMmDCBsmXLYmJigpubG99++y2F4WFA2uYLIDExkfHjx+Pi4oKRkRGurq4sXrxYY581a9bw3nvvYWxsTNWqVdm6dWsuXUHeyo18/f777zRo0IDixYtTvHhxmjRpUmj+H6ktKWLFO3n69CnVq1dnwYIFWh0XERFBdHS0+sfe3l697a+//mL48OFMmjSJkydPUr16dZo1a8b9+/dzOvw8lxv52rdvHwMHDuTw4cPs2rWL5ORkPvroI54+fZrT4ee53MhXmmPHjvHrr79SrVq1nApX53IjX48fP6Z+/foUK1aMbdu2ceHCBWbNmkXx4sVzOnydyI2cTZ8+nYULF/LTTz8RHh7O9OnTmTFjBj/++GNOh5/nspOvTp06sWfPHhYtWkRERAQrV67E3d1dvf3gwYN07dqVgIAATp06Rdu2bWnbti3nzp3LjUvIU7mRr5CQELp27crevXs5dOgQzs7OfPTRR9y+fTs3LiF/U4TIIYCyYcOGN+6zd+9eBVAeP36c6T516tRRBg4cqH6dkpKiODk5KVOnTs2hSPOHnMrX6+7fv68Ayr59+94twHwmJ/MVFxenVKhQQdm1a5fi4+OjDBkyJMfizC9yKl9jxoxRPvjgg5wNLp/KqZy1bNlS6d27t0Zb+/btle7du+dAlPlHVvK1bds2xcrKSnn48GGm+3Tq1Elp2bKlRlvdunWVL774IifCzDdyKl+ve/HihWJhYaEsWbLkHSMseGQkVuiEp6cnjo6ONG3alNDQUHV7UlISJ06coEmTJuo2PT09mjRpwqFDh3QRar6QWb4yEhMTA4CNjU1ehJYvvS1fAwcOpGXLlhrvs6LsTfnatGkTtWvXpmPHjtjb21OjRg1+//13HUWaf7wpZ97e3uzZs4dLly4BcPr0aQ4cOMDHH3+si1B1Ku39M2PGDEqVKkXFihUZOXIkz549U+9z6NChdH8XmzVrViT/zc9Kvl6XkJBAcnJykfw330DXAYiixdHRkV9++YXatWuTmJjIH3/8ga+vL0eOHKFmzZo8ePCAlJQUSpYsqXFcyZIluXjxoo6i1p235et1qampDB06lPr161OlShUdRKxbWcnXqlWrOHnyJMeOHdNxtLqXlXxdvXqVhQsXMnz4cL766iuOHTvG4MGDMTQ0xM/PT8dXkPeykrOxY8cSGxvLe++9h76+PikpKUyZMoXu3bvrOPq8d/XqVQ4cOICxsTEbNmzgwYMHDBgwgIcPHxIUFATA3bt3M/w3P7O57IVZVvL1ujFjxuDk5FQ0fynX9VCwKDzIwkclGfnwww+Vzz77TFEURbl9+7YCKAcPHtTYZ9SoUUqdOnVyIsx8Iyfy9bp+/fopLi4uys2bN98xuvwnJ/J148YNxd7eXjl9+rR6e1GeTpCR199fxYoVU7y8vDT2+fLLL5V69eq9a4j5Tk7lbOXKlUrp0qWVlStXKmfOnFGWLl2q2NjYKMHBwTkYre5lJV9NmzZVjI2NlSdPnqjb1q1bp6hUKiUhIUFRlJfvsRUrVmgct2DBAsXe3j7HY9alnMrXq6ZOnaoUL15c49+0okSmEwidq1OnDleuXAGgRIkS6Ovrc+/ePY197t27h4ODgy7Cy3dezderBg0axObNm9m7dy+lS5fWQWT506v5OnHiBPfv36dmzZoYGBhgYGDAvn37mD9/PgYGBqSkpOg4Wt17/f3l6OhIpUqVNPbx8PDgxo0beR1avvV6zkaNGsXYsWPp0qULVatWpUePHgwbNoypU6fqMErdcHR0pFSpUlhZWanbPDw8UBSFW7duAeDg4CD/5v+/rOQrzcyZM5k2bRo7d+4sVF9Q1YYUsULnwsLCcHR0BMDQ0JBatWqxZ88e9fbU1FT27NmDl5eXrkLMV17NF4CiKAwaNIgNGzbw999/U7ZsWR1Gl/+8mq/GjRtz9uxZwsLC1D+1a9eme/fuhIWFoa+vr+Node/191f9+vXTPbLt0qVLuLi45HVo+dbrOUtISEBPT/N/r/r6+qSmpuZ1aDpXv3597ty5Q3x8vLrt0qVL6OnpqX/Z9vLy0vg3H2DXrl1F8t/8rOQLYMaMGXz77bds376d2rVr6yLUfEHmxIp3Eh8frzECce3aNcLCwrCxsaFMmTKMGzeO27dvs3TpUgDmzp1L2bJlqVy5Ms+fP+ePP/7g77//ZufOneo+hg8fjp+fH7Vr16ZOnTrMnTuXp0+f0qtXrzy/vpyWG/kaOHAgK1as4D//+Q8WFhbqeWRWVlaYmJjk7QXmsJzOl4WFRbq5wmZmZtja2haKOcS58f4aNmwY3t7efP/993Tq1ImjR4/y22+/8dtvv+X59eWG3MhZ69atmTJlCmXKlKFy5cqcOnWK2bNn07t37zy/vpymbb66devGt99+S69evZg8eTIPHjxg1KhR9O7dW/3v05AhQ/Dx8WHWrFm0bNmSVatWcfz48ULxHsuNfE2fPp2JEyeyYsUKXF1d1f/mm5ubY25unvcXqUs6ns4gCri0x828/uPn56coiqL4+fkpPj4+6v2nT5+uuLm5KcbGxoqNjY3i6+ur/P333+n6/fHHH5UyZcoohoaGSp06dZTDhw/n0RXlrtzIV0b9AUpQUFDeXVguya3316sK05zY3MrXf//7X6VKlSqKkZGR8t577ym//fZbHl1R7suNnMXGxipDhgxRypQpoxgbGyvlypVTxo8fryQmJubhleUObfOlKIoSHh6uNGnSRDExMVFKly6tDB8+PN38ztWrVysVK1ZUDA0NlcqVKytbtmzJoyvKXbmRLxcXlwz7nDRpUt5dWD6hUpRCsISIEEIIIYQoUmROrBBCCCGEKHCkiBVCCCGEEAWOFLFCCCGEEKLAkSJWCCGEEEIUOFLECiGEEEKIAkeKWCGEEEIIUeBIESuEEEIIIQocKWKFEEIIIUSBI0WsEEJowdXVlblz577zPu8qODgYa2vrXD0HwMaNGylfvjz6+voMHTo018/3Jr6+vjqPISvy6t4IUdRJESuEEMDNmzfp3bs3Tk5OGBoa4uLiwpAhQ3j48KHWfR07doy+ffvmWGwZFcWdO3fm0qVLOXaOzHzxxRd06NCBmzdv8u233+b6+QBCQkJQqVQ8efJEo339+vV5FoMQIv+TIlYIUeRdvXqV2rVrc/nyZVauXMmVK1f45Zdf2LNnD15eXjx69Eir/uzs7DA1Nc2laF8yMTHB3t4+V88RHx/P/fv3adasGU5OTlhYWOTq+d7GxsZG5zEIIfIPKWKFEEXewIEDMTQ0ZOfOnfj4+FCmTBk+/vhjdu/eze3btxk/frzG/nFxcXTt2hUzMzNKlSrFggULNLa/PnL65MkT+vTpg52dHZaWljRq1IjTp09rHPPf//6X999/H2NjY0qUKEG7du2Alx+hX79+nWHDhqFSqVCpVIDmR9aXLl1CpVJx8eJFjT7nzJmDm5ub+vW5c+f4+OOPMTc3p2TJkvTo0YMHDx5kmJOQkBB1wdioUSNUKhUhISEEBgbi6empse/cuXNxdXVVv/b396dt27bMnDkTR0dHbG1tGThwIMnJyep9EhMTGTNmDM7OzhgZGVG+fHkWLVpEVFQUDRs2BKB48eKoVCr8/f3VuXh1OsHjx4/p2bMnxYsXx9TUlI8//pjLly+rt6flaMeOHXh4eGBubk7z5s2Jjo7O8JpTU1MpXbo0Cxcu1Gg/deoUenp6XL9+HYDZs2dTtWpVzMzMcHZ2ZsCAAcTHx2fY56v5eNXQoUPx9fXVOPfUqVMpW7YsJiYmVK9enbVr12bapxBCilghRBH36NEjduzYwYABAzAxMdHY5uDgQPfu3fnrr79QFEXd/sMPP1C9enVOnTrF2LFjGTJkCLt27cr0HB07duT+/fts27aNEydOULNmTRo3bqwe4d2yZQvt2rWjRYsWnDp1ij179lCnTh3g5UfopUuX5ptvviE6OjrDAqxixYrUrl2b5cuXa7QvX76cbt26AS8L6UaNGlGjRg2OHz/O9u3buXfvHp06dcowZm9vbyIiIgBYt24d0dHReHt7vy2danv37iUyMpK9e/eyZMkSgoODCQ4OVm/v2bMnK1euZP78+YSHh/Prr79ibm6Os7Mz69atAyAiIoLo6GjmzZuX4Tn8/f05fvw4mzZt4tChQyiKQosWLTSK5YSEBGbOnMmyZcv4559/uHHjBiNHjsywPz09Pbp27cqKFSs02pcvX079+vVxcXFR7zd//nzOnz/PkiVL+Pvvvxk9enSWc5ORqVOnsnTpUn755RfOnz/PsGHD+Oyzz9i3b9879StEoaYIIUQRdvjwYQVQNmzYkOH22bNnK4By7949RVEUxcXFRWnevLnGPp07d1Y+/vhj9WsXFxdlzpw5iqIoyv79+xVLS0vl+fPnGse4ubkpv/76q6IoiuLl5aV079490xhf7S9NUFCQYmVlpX49Z84cxc3NTf06IiJCAZTw8HBFURTl22+/VT766CONPm7evKkASkRERIbnffz4sQIoe/fuVbdNmjRJqV69usZ+c+bMUVxcXNSv/fz8FBcXF+XFixfqto4dOyqdO3fWiG3Xrl0Znnfv3r0KoDx+/Fij3cfHRxkyZIiiKIpy6dIlBVBCQ0PV2x88eKCYmJgoq1evVhTlZY4A5cqVK+p9FixYoJQsWTLD8yqKopw6dUpRqVTK9evXFUVRlJSUFKVUqVLKwoULMz1mzZo1iq2trfr16/fGz89PadOmjcYxQ4YMUXx8fBRFUZTnz58rpqamysGDBzX2CQgIULp27ZrpeYUo6mQkVgghQGOk9W28vLzSvQ4PD89w39OnTxMfH4+trS3m5ubqn2vXrhEZGQlAWFgYjRs3zn7wQJcuXYiKiuLw4cPAy9HDmjVr8t5776nj2Lt3r0YMadvS4shJlStXRl9fX/3a0dGR+/fvAy+vV19fHx8fn2z3Hx4ejoGBAXXr1lW32dra4u7urnEvTE1NNaZUvBpHRjw9PfHw8FCPxu7bt4/79+/TsWNH9T67d++mcePGlCpVCgsLC3r06MHDhw9JSEjI1rVcuXKFhIQEmjZtqnF/li5dmiv3RojCwkDXAQghhC6VL18elUpFeHi4eh7qq8LDwylevDh2dnbZ6j8+Ph5HR0dCQkLSbUub0/r6NIbscHBwoFGjRqxYsYJ69eqxYsUK+vfvrxFH69atmT59erpjHR0ds3wePT29dAX/qx/fpylWrJjGa5VKRWpqKpAz15tVGcXxtl9YunfvzooVKxg7diwrVqygefPm2NraAhAVFUWrVq3o378/U6ZMwcbGhgMHDhAQEEBSUlKGX+h7W87S5tNu2bKFUqVKaexnZGSU9YsVooiRkVghRJFma2tL06ZN+fnnn3n27JnGtrt377J8+XI6d+6s/kIVoB7tfPW1h4dHhv3XrFmTu3fvYmBgQPny5TV+SpQoAUC1atXYs2dPpjEaGhqSkpLy1mtJm7976NAhrl69SpcuXTTiOH/+PK6uruniMDMze2vfaezs7Lh7965GURYWFpbl4wGqVq1KampqpvM9DQ0NAd54zR4eHrx48YIjR46o2x4+fEhERASVKlXSKp7XdevWjXPnznHixAnWrl1L9+7d1dtOnDhBamoqs2bNol69elSsWJE7d+68sT87O7t0c5lfzVmlSpUwMjLixo0b6e6Ns7PzO12LEIWZFLFCiCLvp59+IjExkWbNmvHPP/9w8+ZNtm/fTtOmTSlVqhRTpkzR2D80NJQZM2Zw6dIlFixYwJo1axgyZEiGfTdp0gQvLy/atm3Lzp07iYqK4uDBg4wfP57jx48DMGnSJFauXMmkSZMIDw/n7NmzGiOmrq6u/PPPP9y+fTvTpwkAtG/fnri4OPr370/Dhg1xcnJSbxs4cCCPHj2ia9euHDt2jMjISHbs2EGvXr2yVCCn8fX15d9//2XGjBlERkayYMECtm3bluXj067Hz8+P3r17s3HjRq5du0ZISAirV68GwMXFBZVKxebNm/n3338z/OZ/hQoVaNOmDZ9//jkHDhzg9OnTfPbZZ5QqVYo2bdpoFU9G8Xl7exMQEEBKSgqffPKJelv58uVJTk7mxx9/5OrVqyxbtoxffvnljf01atSI48ePs3TpUi5fvsykSZM4d+6ceruFhQUjR45k2LBhLFmyhMjISE6ePMmPP/7IkiVL3ulahCjMpIgVQhR5FSpU4Pjx45QrV45OnTrh5uZG3759adiwIYcOHcLGxkZj/xEjRnD8+HFq1KjBd999x+zZs2nWrFmGfatUKrZu3cqHH35Ir169qFixIl26dOH69euULFkSeFkYrlmzhk2bNuHp6UmjRo04evSouo9vvvmGqKgo3Nzc3jitwcLCgtatW3P69GmN0UMAJycnQkNDSUlJ4aOPPqJq1aoMHToUa2tr9PSy/r8CDw8Pfv75ZxYsWED16tU5evRopt/2f5OFCxfSoUMHBgwYwHvvvcfnn3/O06dPAShVqhSTJ09m7NixlCxZkkGDBmXYR1BQELVq1aJVq1Z4eXmhKApbt25NN4UgO7p3787p06dp166dxvSH6tWrM3v2bKZPn06VKlVYvnw5U6dOfWNfzZo1Y8KECYwePZr333+fuLg4evbsqbHPt99+y4QJE5g6dSoeHh40b96cLVu2ULZs2Xe+FiEKK5WizbcZhBBCvJWjoyPffvstffr00XUoQghRaMkXu4QQIockJCQQGhrKvXv3qFy5sq7DEUKIQk2mEwghRA757bff6NKlC0OHDk33GC4hhBA5S6YTCCGEEEKIAkdGYoUQQgghRIEjRawQQgghhChwpIgVQgghhBAFjhSxQgghhBCiwJEiVgghhBBCFDhSxAohhBBCiAJHilghhBBCCFHgSBErhBBCCCEKHClihRBCCCFEgSNFrBBCCCGEKHCkiBVCCCGEEAWOFLFCCCGEEKLAMdB1ACJ/SU1N5c6dO1hYWKBSqXQdjhBCCCGKAEVRiIuLw8nJCT29rI2xShErNNy5cwdnZ2ddhyGEEEKIIujmzZuULl06S/tKESs0WFhYAC/fRJaWljqORgghhBBFQWxsLM7Ozuo6JCukiBUa0qYQWFpaShErhBBCiDylzVRG+WKXEEIIIYQocKSIfUVISAgqlYonT57ki36EEEIIIUTGCk0R6+/vj0qlQqVSUaxYMcqWLcvo0aN5/vx5rp7X19eXoUOHarR5e3sTHR2NlZVVrp1XCmUhhBBCFGWFak5s8+bNCQoKIjk5mRMnTuDn54dKpWL69Ol5GoehoSEODg55ek4hhBBCiKKk0IzEAhgZGeHg4ICzszNt27alSZMm7Nq1S709NTWVqVOnUrZsWUxMTKhevTpr167NtL+HDx/StWtXSpUqhampKVWrVmXlypXq7f7+/uzbt4958+apR4GjoqI0RkljY2MxMTFh27ZtGn1v2LABCwsLEhISgJdPA+jUqRPW1tbY2NjQpk0boqKiMowrKiqKhg0bAlC8eHFUKhX+/v4AJCYmMnjwYOzt7TE2NuaDDz7g2LFj2UmnEEIIIUS+VaiK2FedO3eOgwcPYmhoqG6bOnUqS5cu5ZdffuH8+fMMGzaMzz77jH379mXYx/Pnz6lVqxZbtmzh3Llz9O3blx49enD06FEA5s2bh5eXF59//jnR0dFER0ene8aqpaUlrVq1YsWKFRrty5cvp23btpiampKcnEyzZs2wsLBg//79hIaGYm5uTvPmzUlKSkoXl7OzM+vWrQMgIiKC6Oho5s2bB8Do0aNZt24dS5Ys4eTJk5QvX55mzZrx6NGj7CdTCCGEECK/UQoJPz8/RV9fXzEzM1OMjIwUQNHT01PWrl2rKIqiPH/+XDE1NVUOHjyocVxAQIDStWtXRVEUZe/evQqgPH78ONPztGzZUhkxYoT6tY+PjzJkyBCNfV7vZ8OGDYq5ubny9OlTRVEUJSYmRjE2Nla2bdumKIqiLFu2THF3d1dSU1PVfSQmJiomJibKjh07Mowjo1jj4+OVYsWKKcuXL1e3JSUlKU5OTsqMGTMyvaZXxcTEKIASExOTpf2FEEKInLTpyial59aeyicbPlGmHJ6i3I2/q+uQRB7ITv1RqObENmzYkIULF/L06VPmzJmDgYEBn376KQBXrlwhISGBpk2bahyTlJREjRo1MuwvJSWF77//ntWrV3P79m2SkpJITEzE1NRUq7hatGhBsWLF2LRpE126dGHdunVYWlrSpEkTAE6fPs2VK1fSPeD3+fPnREZGZvk8kZGRJCcnU79+fXVbsWLFqFOnDuHh4VrFLIQQQryLs7dimLv7EidvPMbByoRe3q50ev/NK0IuPL2Qn8N+Vr++GnOVkJsh/NXqL4obF8/liEVBU6iKWDMzM8qXLw/A4sWLqV69OosWLSIgIID4+HgAtmzZQqlSpTSOMzIyyrC/H374gXnz5jF37lyqVq2KmZkZQ4cOzfAj/jcxNDSkQ4cOrFixgi5durBixQo6d+6MgcHL9MfHx1OrVi2WL1+e7lg7OzutziWEEELo2qV7cXT69RDPklMAeJyQzOh1Z4h5lsznH5bL8Ji4pDiCzgWla49+Gs2aS2voW61vrsYsMpZ06zYP//idZydPYWBvT/Hu3bD4/+/l6FqhKmJfpaenx1dffcXw4cPp1q0blSpVwsjIiBs3buDj45OlPkJDQ2nTpg2fffYZ8PKLYZcuXaJSpUrqfQwNDUlJSXlrX927d6dp06acP3+ev//+m++++069rWbNmvz111/Y29tneZWstLm+r57bzc0NQ0NDQkNDcXFxASA5OZljx46lewyYEEIIkVv+2H9VXcC+auG+SPy8XTE0SP+VnKsxV3n24lmG/Z17cC7HYxRvlxwdTVTnzqQ8fAhA4qVLPD1wAIfJkyneuZOOoyvEX+wC6NixI/r6+ixYsAALCwtGjhzJsGHDWLJkCZGRkZw8eZIff/yRJUuWZHh8hQoV2LVrFwcPHiQ8PJwvvviCe/fuaezj6urKkSNHiIqK4sGDB6SmpmbY14cffoiDgwPdu3enbNmy1K1bV72te/fulChRgjZt2rB//36uXbtGSEgIgwcP5tatWxn25+LigkqlYvPmzfz777/Ex8djZmZG//79GTVqFNu3b+fChQt8/vnnJCQkEBAQkM0sCiGEENqJuBuXYfujp0n8G5+Y4TZHM0f0VBmXJaXMS2XYLnLXo+Al6gL2Vf/+9CNKcrIOItJUqItYAwMDBg0axIwZM3j69CnffvstEyZMYOrUqXh4eNC8eXO2bNlC2bJlMzz+66+/pmbNmjRr1gxfX18cHBxo27atxj4jR45EX1+fSpUqYWdnx40bNzLsS6VS0bVrV06fPk337t01tpmamvLPP/9QpkwZ2rdvj4eHBwEBATx//jzTkdlSpUoxefJkxo4dS8mSJRk0aBAA06ZN49NPP6VHjx7UrFmTK1eusGPHDooXl7lEQggh8kY5O/MM261MilHC3DDDbfam9jRzbZau3VjfmM7unXM0PpE1z86ezbA95d8HJEdH53E06akURVF0HYTQncTERBIT//dbcWxsLM7OzsTExGR5akOWpbyAY7/DmdWQkgTvtQTvL8HI4u3HCiGEKDDO3Y6h/cKDJL3Q/HRyeNOKDG5cIdPjnr94zszjM9kUuYlnL55RybYSI2uP5H2H93M7ZJGB2yNHEbt5c7p2lbExFQ4cQN/cLMfOFRsbi5WVlVb1hxSxRVxgYCCTJ09O154rRey6PnB2jWZbqdrQewfoF9rp2UIIUSQdufqQWTvTnk5gjL+3KwEflEWlUr312OSUZJ6nPMfCUAY5dCnh1Cmuf9YDXvvuT/Fu3XCYOCFHzyVFrNBano3E3g+Hn+tlvK3TMqj0Sc6dSwghhBA5Im73bu7Pmk3StWvomZpi3bEj9iOGozLMeFpIdmWniJXhryLOyMgo00eM5ajbJ9+w7YQUsUIIIUQ+ZNGkCeaNG5Py+DF65ubo5XDx+i6kiBV5w7pM9rYJIYQQQqdUKhUGNja6DiMdrZ5O4OvrWyifN6pSqdi4caOuw0gnODgYa2trXYeRM1w/AIdq6dvNS0LVjnkfjxBCCCEKtEL1iK38WozmleTkZMaMGaNeXczJyYmePXty584dXYcGKhV8tg4qtQE9A0AFZX2g5yYwzuEvkAkhhBCi0MvT6QSKopCSkqJeblXkrISEBE6ePMmECROoXr06jx8/ZsiQIXzyySccP35c1+GBuT10WgpJCaCkyKO1hBBCCJFt7zQSu2zZMmrXro2FhQUODg5069aN+/fvq7eHhISgUqnYtm0btWrVwsjIiAMHDhAXF0f37t0xMzPD0dGROXPmpJuqkJiYyMiRIylVqhRmZmbUrVuXkJCQTGNxdXUFoF27dqhUKvVrgIULF6qXZHV3d2fZsmVvvK5Jkybh6OjImTNnABgzZgwVK1bE1NSUcuXKMWHCBJJfWakiMDAQT09PFi9eTJkyZTA3N2fAgAGkpKQwY8YMHBwcsLe3Z8qUKRrnmT17tnrU1NnZmQEDBhAfH59pXP/++y+1a9emXbt2Gk8USGNlZcWuXbvo1KkT7u7u1KtXj59++okTJ05kugiDThiaSgErhBBCiHfyTkVscnIy3377LadPn2bjxo1ERUXh7++fbr+xY8cybdo0wsPDqVatGsOHDyc0NJRNmzaxa9cu9u/fz8mTmt9eHzRoEIcOHWLVqlWcOXOGjh070rx5cy5fvpxhLMeOHQMgKCiI6Oho9esNGzYwZMgQRowYwblz5/jiiy/o1asXe/fuTdeHoih8+eWXLF26lP3791Ot2ss5nBYWFgQHB3PhwgXmzZvH77//zpw5czSOjYyMZNu2bWzfvp2VK1eyaNEiWrZsya1bt9i3bx/Tp0/n66+/5siRI+pj9PT0mD9/PufPn2fJkiX8/fffjB49OsPru3nzJg0aNKBKlSqsXbs2y08UiImJQaVSFZ65tUIIIYQQAIoWfHx8lCFDhmS6/dixYwqgxMXFKYqiKHv37lUAZePGjep9YmNjlWLFiilr1qxRtz158kQxNTVV9339+nVFX19fuX37tkb/jRs3VsaNG5fp+QFlw4YNGm3e3t7K559/rtHWsWNHpUWLFhrHrVmzRunWrZvi4eGh3Lp1K9NzKIqi/PDDD0qtWrXUrydNmqSYmpoqsbGx6rZmzZoprq6uSkpKirrN3d1dmTp1aqb9rlmzRrG1tVW/DgoKUqysrJSLFy8qzs7OyuDBg5XU1NQ3xvaqZ8+eKTVr1lS6deuW5WNiYmIUQImJicnyMUIIIYQQ7yI79cc7TU49ceIEgYGBnD59msePH5Oa+nJ5uRs3blCpUiX1frVr11b/+erVqyQnJ1OnTh11m5WVFe7u7urXZ8+eJSUlhYoVK2qcLzExEVtbW61iDA8Pp2/fvhpt9evXZ968eRptw4YNw8jIiMOHD1OiRAmNbX/99Rfz588nMjKS+Ph4Xrx4ke5BvK6urlhY/O8j8pIlS6Kvr4+enp5G26vTLXbv3s3UqVO5ePEisbGxvHjxgufPn5OQkICpqSkAz549o0GDBnTr1o25c+dm+bqTk5Pp1KkTiqKwcOHCLB8nhBBCCFEQZHs6wdOnT2nWrBmWlpYsX76cY8eOsWHDBgCSkpI09jUz025t3fj4ePT19Tlx4gRhYWHqn/Dw8HTFZ05p2rQpt2/fZseOHRrthw4donv37rRo0YLNmzdz6tQpxo8fn+4aixUrpvFapVJl2JZW6EdFRdGqVSuqVavGunXrOHHiBAsWLAA082dkZESTJk3YvHkzt2/fztK1pBWw169fZ9euXTm/fKwQQgghhI5leyT24sWLPHz4kGnTpuHs7AyQpW/AlytXjmLFinHs2DHKlHn5kPuYmBguXbrEhx9+CECNGjVISUnh/v37NGjQIMsxFStWjJTX1vf18PAgNDQUPz8/dVtoaKjGSDHAJ598QuvWrenWrRv6+vp06dIFgIMHD+Li4sL48ePV+16/fj3LMWXmxIkTpKamMmvWLPVo7erVq9Ptp6enx7Jly+jWrRsNGzYkJCQEJyenTPtNK2AvX77M3r17tR65FkIIIYQoCLI9ElumTBkMDQ358ccfuXr1Kps2beLbb79963EWFhb4+fkxatQo9u7dy/nz5wkICEBPTw+VSgVAxYoV6d69Oz179mT9+vVcu3aNo0ePMnXqVLZs2ZJp366uruzZs4e7d+/y+PFjAEaNGkVwcDALFy7k8uXLzJ49m/Xr1zNy5Mh0x7dr145ly5bRq1cv1q5dC0CFChW4ceMGq1atIjIykvnz56tHnN9F+fLlSU5OVudv2bJl/PLLLxnuq6+vz/Lly6levTqNGjXi7t27Ge6XnJxMhw4dOH78OMuXLyclJYW7d+9y9+7ddCPHQgghhBAFWbaLWDs7O4KDg1mzZg2VKlVi2rRpzJw5M0vHzp49Gy8vL1q1akWTJk2oX78+Hh4eGBsbq/cJCgqiZ8+ejBgxAnd3d9q2basxepuRWbNmsWvXLpydnalRowYAbdu2Zd68ecycOZPKlSvz66+/EhQUhK+vb4Z9dOjQgSVLltCjRw/Wr1/PJ598wrBhwxg0aBCenp4cPHiQCRMmZD1RmahevTqzZ89m+vTpVKlSheXLlzN16tRM9zcwMGDlypVUrlyZRo0aacytTXP79m02bdrErVu38PT0xNHRUf1z8ODBd45ZCCGEECK/UCmKoug6iKdPn1KqVClmzZpFQECArsMp0mJiYrC2tubmzZsyl1YIIYQQeSI2NhZnZ2eePHmClZVVlo7RydJZp06d4uLFi9SpU4eYmBi++eYbANq0aaOLcMQr4uLiANTznIUQQggh8kpcXFz+LmIBZs6cSUREBIaGhtSqVYv9+/ene7SVyHtOTk7cvHkTCwsL9RzlnJb225aM9uYfck/yJ7kv+Y/ck/xH7kn+pO19URSFuLi4N355/XU6KWJr1KjBiRMndHFq8RZ6enqULl06T85laWkp/+DkM3JP8ie5L/mP3JP8R+5J/qTNfcnqCGyad1p2VgghhBBCCF2QIlYIIYQQQhQ4UsSKPGdkZMSkSZMwMjLSdSji/8k9yZ/kvuQ/ck/yH7kn+VNe3Jd88YgtIYQQQgghtCEjsUIIIYQQosCRIlYIIYQQQhQ4UsQKIYQQQogCR4pYIYQQQghR4EgRK3LEggULcHV1xdjYmLp163L06NE37r9mzRree+89jI2NqVq1Klu3btXYrigKEydOxNHRERMTE5o0acLly5dz8xIKnZy+J+vXr+ejjz7C1tYWlUpFWFhYLkZfOOXkPUlOTmbMmDFUrVoVMzMznJyc6NmzJ3fu3Mntyyh0cvrvSmBgIO+99x5mZmYUL16cJk2acOTIkdy8hEInp+/Jq/r164dKpWLu3Lk5HHXhltP3xN/fH5VKpfHTvHlz7YJShHhHq1atUgwNDZXFixcr58+fVz7//HPF2tpauXfvXob7h4aGKvr6+sqMGTOUCxcuKF9//bVSrFgx5ezZs+p9pk2bplhZWSkbN25UTp8+rXzyySdK2bJllWfPnuXVZRVouXFPli5dqkyePFn5/fffFUA5depUHl1N4ZDT9+TJkydKkyZNlL/++ku5ePGicujQIaVOnTpKrVq18vKyCrzc+LuyfPlyZdeuXUpkZKRy7tw5JSAgQLG0tFTu37+fV5dVoOXGPUmzfv16pXr16oqTk5MyZ86cXL6SwiM37omfn5/SvHlzJTo6Wv3z6NEjreKSIla8szp16igDBw5Uv05JSVGcnJyUqVOnZrh/p06dlJYtW2q01a1bV/niiy8URVGU1NRUxcHBQfnhhx/U2588eaIYGRkpK1euzIUrKHxy+p686tq1a1LEZkNu3pM0R48eVQDl+vXrORN0EZAX9yUmJkYBlN27d+dM0IVcbt2TW7duKaVKlVLOnTunuLi4SBGrhdy4J35+fkqbNm3eKS6ZTiDeSVJSEidOnKBJkybqNj09PZo0acKhQ4cyPObQoUMa+wM0a9ZMvf+1a9e4e/euxj5WVlbUrVs30z7F/+TGPRHvJq/uSUxMDCqVCmtr6xyJu7DLi/uSlJTEb7/9hpWVFdWrV8+54Aup3Lonqamp9OjRg1GjRlG5cuXcCb6Qys2/JyEhIdjb2+Pu7k7//v15+PChVrFJESveyYMHD0hJSaFkyZIa7SVLluTu3bsZHnP37t037p/2X236FP+TG/dEvJu8uCfPnz9nzJgxdO3aFUtLy5wJvJDLzfuyefNmzM3NMTY2Zs6cOezatYsSJUrk7AUUQrl1T6ZPn46BgQGDBw/O+aALudy6J82bN2fp0qXs2bOH6dOns2/fPj7++GNSUlKyHJuBFtchhBAiH0pOTqZTp04oisLChQt1HY4AGjZsSFhYGA8ePOD333+nU6dOHDlyBHt7e12HVuScOHGCefPmcfLkSVQqla7DEf+vS5cu6j9XrVqVatWq4ebmRkhICI0bN85SHzISK95JiRIl0NfX5969exrt9+7dw8HBIcNjHBwc3rh/2n+16VP8T27cE/FucvOepBWw169fZ9euXTIKq4XcvC9mZmaUL1+eevXqsWjRIgwMDFi0aFHOXkAhlBv3ZP/+/dy/f58yZcpgYGCAgYEB169fZ8SIEbi6uubKdRQmefX/lHLlylGiRAmuXLmS5dikiBXvxNDQkFq1arFnzx51W2pqKnv27MHLyyvDY7y8vDT2B9i1a5d6/7Jly+Lg4KCxT2xsLEeOHMm0T/E/uXFPxLvJrXuSVsBevnyZ3bt3Y2trmzsXUEjl5d+V1NRUEhMT3z3oQi437kmPHj04c+YMYWFh6h8nJydGjRrFjh07cu9iCom8+nty69YtHj58iKOjY9aDe6evhQmhvHz0hpGRkRIcHKxcuHBB6du3r2Jtba3cvXtXURRF6dGjhzJ27Fj1/qGhoYqBgYEyc+ZMJTw8XJk0aVKGj9iytrZW/vOf/yhnzpxR2rRpI4/Y0kJu3JOHDx8qp06dUrZs2aIAyqpVq5RTp04p0dHReX59BVFO35OkpCTlk08+UUqXLq2EhYVpPKYmMTFRJ9dYEOX0fYmPj1fGjRunHDp0SImKilKOHz+u9OrVSzEyMlLOnTunk2ssaHLj36/XydMJtJPT9yQuLk4ZOXKkcujQIeXatWvK7t27lZo1ayoVKlRQnj9/nuW4pIgVOeLHH39UypQpoxgaGip16tRRDh8+rN7m4+Oj+Pn5aey/evVqpWLFioqhoaFSuXJlZcuWLRrbU1NTlQkTJiglS5ZUjIyMlMaNGysRERF5cSmFRk7fk6CgIAVI9zNp0qQ8uJrCISfvSdqjzjL62bt3bx5dUeGQk/fl2bNnSrt27RQnJyfF0NBQcXR0VD755BPl6NGjeXU5hUJO//v1OilitZeT9yQhIUH56KOPFDs7O6VYsWKKi4uL8vnnn6uL4qxSKYqiZH3cVgghhBBCCN2TObFCCCGEEKLAkSJWCCGEEEIUOFLECiGEEEKIAkeKWCGEEEIIUeBIESuEEEIIIQocKWKFEEIIIUSBI0WsEEIIIYQocKSIFUIIIYQQBY4UsUIIIYQQosCRIlYIIQoJf39/VCoVKpWKYsWKUbZsWUaPHs3z58819kvb5/DhwxrtiYmJ2NraolKpCAkJUbfv27ePRo0aYWNjg6mpKRUqVMDPz4+kpKS8uCwhhMiQFLFCCFGING/enOjoaK5evcqcOXP49ddfmTRpUrr9nJ2dCQoK0mjbsGED5ubmGm0XLlygefPm1K5dm3/++YezZ8/y448/YmhoSEpKSo7FnVlBnJycnK3+snucEKLgkCJWCCEKESMjIxwcHHB2dqZt27Y0adKEXbt2pdvPz8+PVatW8ezZM3Xb4sWL8fPz09hv586dODg4MGPGDKpUqYKbmxvNmzfn999/x8TEJNM4njx5Qp8+fbCzs8PS0pJGjRpx+vRp9fbAwEA8PT35448/KFu2LMbGxsDLUeKFCxfyySefYGZmxpQpUwBYuHAhbm5uGBoa4u7uzrJlyzTOl9lxQojCS4pYIYQopM6dO8fBgwcxNDRMt61WrVq4urqybt06AG7cuME///xDjx49NPZzcHAgOjqaf/75R6tzd+zYkfv377Nt2zZOnDhBzZo1ady4MY8ePVLvc+XKFdatW8f69esJCwtTtwcGBtKuXTvOnj1L79692bBhA0OGDGHEiBGcO3eOL774gl69erF3716Nc75+nBCicDPQdQBCCCFyzubNmzE3N+fFixckJiaip6fHTz/9lOG+vXv3ZvHixXz22WcEBwfTokUL7OzsNPbp2LEjO3bswMfHBwcHB+rVq0fjxo3p2bMnlpaWGfZ74MABjh49yv379zEyMgJg5syZbNy4kbVr19K3b1/g5RSCpUuXpjtnt27d6NWrl/p1165d8ff3Z8CAAQAMHz6cw4cPM3PmTBo2bJjpcUKIwk1GYoUQohBp2LAhYWFhHDlyBD8/P3r16sWnn36a4b6fffYZhw4d4urVqwQHB2c4eqmvr09QUBC3bt1ixowZlCpViu+//57KlSsTHR2dYb+nT58mPj4eW1tbzM3N1T/Xrl0jMjJSvZ+Li0u6Ahagdu3aGq/Dw8OpX7++Rlv9+vUJDw9/43FCiMJNilghhChEzMzMKF++PNWrV2fx4sUcOXKERYsWZbivra0trVq1IiAggOfPn/Pxxx9n2m+pUqXo0aMHP/30E+fPn+f58+f88ssvGe4bHx+Po6MjYWFhGj8RERGMGjVKI9bMriE7snucEKJgkiJWCCEKKT09Pb766iu+/vprjS9wvap3796EhITQs2dP9PX1s9Rv8eLFcXR05OnTpxlur1mzJnfv3sXAwIDy5ctr/JQoUULr6/Dw8CA0NFSjLTQ0lEqVKmndlxCi8JA5sUIIUYh17NiRUaNGsWDBAkaOHJlue/Pmzfn3338znd/666+/EhYWRrt27XBzc+P58+csXbqU8+fP8+OPP2Z4TJMmTfDy8qJt27bMmDGDihUrcufOHbZs2UK7du20/th/1KhRdOrUiRo1atCkSRP++9//sn79enbv3q1VP0KIwkVGYoUQohAzMDBg0KBBzJgxI8ORU5VKRYkSJTJ8ggFAnTp1iI+Pp1+/flSuXJn/a8cOjSAEYgCKhiroAEMPLCUgsfSDQaJoAUUNtEElew2cQd3k5j2fncT92VJK3Pcd53lGKeXrTNM0cV1XDMMQy7JE13Uxz3M8zxNt276+YZqm2LYt1nWNvu9j3/c4jiPGcXz9FvA/mlpr/fUSAADwhp9YAADSEbEAAKQjYgEASEfEAgCQjogFACAdEQsAQDoiFgCAdEQsAADpiFgAANIRsQAApCNiAQBI5wNCYR2yjmfiJgAAAABJRU5ErkJggg==", + "image/png": 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", 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" + "
" ] }, "metadata": {}, @@ -893,9 +884,9 @@ "\n", "plot_mfile_solutions(\n", " runs_metadata,\n", - " \"4 large tokamak solutions with RMS errors normalised to large tokamak 2\",\n", - " normalise=False,\n", - " normalising_tag=\"large tokamak 2\",\n", + " \"3 large tokamak solutions with RMS errors normalised to large tokamak 1\",\n", + " normalise=True,\n", + " normalising_tag=\"large tokamak 1\",\n", " rmse=True,\n", ")" ] @@ -911,7 +902,7 @@ }, { "cell_type": "code", - "execution_count": 88, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -1088,15 +1079,15 @@ "[4 rows x 93 columns]" ] }, - "execution_count": 88, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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" ] }, "metadata": {}, @@ -1118,6 +1109,223 @@ " normalisation_type=\"range\",\n", ")" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Actual values" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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tagobjf_namenorm_objfitvar001_nameitvar001itvar002_nameitvar002itvar003_nameitvar003itvar004_name...itvar041_nameitvar041itvar042_nameitvar042itvar043_nameitvar043itvar044_nameitvar044itvar045_nameitvar045
0large tokamak 1major radius1.60beta0.033648dene8.066700e+19fwalld0.50758ffuspow...cpttf89795.0ralpne0.083954oh_steel_frac0.51868fimp(13)0.000571dr_tf_wp0.50416
1large tokamak 2major radius1.63beta0.034648dene8.056700e+19fwalld0.50258ffuspow...cpttf89795.0ralpne0.083954oh_steel_frac0.51868fimp(13)0.000571dr_tf_wp0.50416
2large tokamak 3major radius1.50beta0.033648dene8.066700e+19fwalld0.50758ffuspow...cpttf88795.0ralpne0.081954oh_steel_frac0.52868fimp(13)0.000531dr_tf_wp0.57416
3large tokamak 4major radius1.52beta0.037648dene8.366700e+19fwalld0.55758ffuspow...cpttf89795.0ralpne0.083954oh_steel_frac0.51868fimp(13)0.000571dr_tf_wp0.50416
\n", + "

4 rows × 93 columns

\n", + "
" + ], + "text/plain": [ + " tag objf_name norm_objf itvar001_name itvar001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 0.033648 \n", + "1 large tokamak 2 major radius 1.63 beta 0.034648 \n", + "2 large tokamak 3 major radius 1.50 beta 0.033648 \n", + "3 large tokamak 4 major radius 1.52 beta 0.037648 \n", + "\n", + " itvar002_name itvar002 itvar003_name itvar003 itvar004_name ... \\\n", + "0 dene 8.066700e+19 fwalld 0.50758 ffuspow ... \n", + "1 dene 8.056700e+19 fwalld 0.50258 ffuspow ... \n", + "2 dene 8.066700e+19 fwalld 0.50758 ffuspow ... \n", + "3 dene 8.366700e+19 fwalld 0.55758 ffuspow ... \n", + "\n", + " itvar041_name itvar041 itvar042_name itvar042 itvar043_name itvar043 \\\n", + "0 cpttf 89795.0 ralpne 0.083954 oh_steel_frac 0.51868 \n", + "1 cpttf 89795.0 ralpne 0.083954 oh_steel_frac 0.51868 \n", + "2 cpttf 88795.0 ralpne 0.081954 oh_steel_frac 0.52868 \n", + "3 cpttf 89795.0 ralpne 0.083954 oh_steel_frac 0.51868 \n", + "\n", + " itvar044_name itvar044 itvar045_name itvar045 \n", + "0 fimp(13) 0.000571 dr_tf_wp 0.50416 \n", + "1 fimp(13) 0.000571 dr_tf_wp 0.50416 \n", + "2 fimp(13) 0.000531 dr_tf_wp 0.57416 \n", + "3 fimp(13) 0.000571 dr_tf_wp 0.50416 \n", + "\n", + "[4 rows x 93 columns]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "runs_metadata = [\n", + " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", + " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", + " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", + " RunMetadata(data_dir / \"large_tokamak_4_MFILE.DAT\", \"large tokamak 4\"),\n", + "]\n", + "\n", + "plot_mfile_solutions(\n", + " runs_metadata,\n", + " \"4 large tokamak solutions normalised to the range of the optimisation parameters\",\n", + " normalise=False,\n", + " normalisation_type=None,\n", + ")" + ] } ], "metadata": { diff --git a/process/io/plot_solutions.py b/process/io/plot_solutions.py index 4b916c54df..094a78fc38 100644 --- a/process/io/plot_solutions.py +++ b/process/io/plot_solutions.py @@ -24,6 +24,7 @@ # Be specific about exact names, patterns and regex INITIAL_NORM_OPT_PARAM_VALUE_PATTERN = "xcm" RANGE_NORM_OPT_PARAM_VALUE_PATTERN = "nitvar" +OPT_PARAM_VALUE_REGEX = r"^itvar\d{3}$" NORM_OPT_PARAM_NAME_REGEX = r"itvar\d{3}_name" NORM_OBJF_PATTERN = "objf" NORM_OBJF_VALUE = "norm_objf" @@ -52,7 +53,7 @@ def plot_mfile_solutions( normalise: Optional[bool] = False, normalising_tag: Optional[str] = None, rmse: Optional[bool] = False, - normalisation_type: Optional[str] = None, + normalisation_type: Optional[str] = "init", ) -> pd.DataFrame: """Plot multiple solutions, optionally normalised by a given solution. @@ -66,14 +67,16 @@ def plot_mfile_solutions( :type normalising_tag: str, optional :param rmse: plot RMS errors relative to reference solution, defaults to False :type rmse: bool, optional - :param normalisation_type: opt param normalisation to use: one of ["init", "range"] + :param normalisation_type: opt param normalisation to use: one of ["init", "range", None], defaults to "init" :type normalisation_type: str, optional """ # Determine type of normalised opt params to plot (i.e. itvar, xcm or nitvar) - if normalisation_type in ["init", None]: + if normalisation_type == "init": opt_param_value_pattern = INITIAL_NORM_OPT_PARAM_VALUE_PATTERN elif normalisation_type == "range": opt_param_value_pattern = RANGE_NORM_OPT_PARAM_VALUE_PATTERN + else: + opt_param_value_pattern = OPT_PARAM_VALUE_REGEX # Create dataframe from runs metadata: mfile data with a tag for each run results_df = _create_df_from_run_metadata(runs_metadata) @@ -205,7 +208,7 @@ def _filter_opt_params( :return: multiple solutions with opt params filtered in or out :rtype: pd.DataFrame """ - is_opt_param = results.columns.str.contains(f"{opt_param_value_pattern}") + is_opt_param = results.columns.str.contains(opt_param_value_pattern) if filter_in: # TODO Check this loc can't be removed filtered_results = results.loc[:, is_opt_param] @@ -354,50 +357,134 @@ def _plot_solutions( opt_params_names = opt_params_names_df_reset.loc[0].values.tolist() # Need to include tag column as first column header - opt_params_names.insert(0, TAG) + opt_params_names_with_tag = opt_params_names.copy() + opt_params_names_with_tag.insert(0, TAG) opt_params_values_with_names_df = opt_params_values_df.set_axis( - opt_params_names, axis=1 + opt_params_names_with_tag, axis=1 ) - # Separate optimisation parameters and objective function subplots - # Include space for RMS errors or not + # Define subfig and subplot layout + # Matplotlib usually fits the subplots to the figure. However, as there are + # varying numbers of opt params and various plot options, it is necessary + # to fit the figure to the subplots, i.e. have different figure sizes + # based on what's being plotted + # Strategy: 2 subfigures (opt params and obj func/rmse), varying numbers of + # subplots in each + + # Define optimisation parameter plot + opt_param_count = len(opt_params_names) + if normalisation_type is None: + # Separate axes for each opt param: more space per param + inches_per_opt_param = 0.7 + # Add extra subplot for legend + nrows_opt_param_subplot = opt_param_count + 1 + inches_per_legend_entry = 0.5 + tag_count = diffs_df[TAG].count() + external_legend_height = tag_count * inches_per_legend_entry + else: + # Single axis for all opt params: less space per param + inches_per_opt_param = 0.20 + nrows_opt_param_subplot = 1 + external_legend_height = 0.0 + + final_subfig_height_opt_params = ( + opt_param_count * inches_per_opt_param + ) + external_legend_height + figsize = [7, final_subfig_height_opt_params] + + # Add obj func/RMSE subfig + base_subfig_height_obj_func = 0.75 if rmse_df is not None: - fig, ax = plt.subplots(nrows=3, height_ratios=[16, 1, 1]) + nrows_obj_func_rmse_subplot = 2 + final_subfig_height_obj_func = ( + nrows_obj_func_rmse_subplot * base_subfig_height_obj_func + ) else: - fig, ax = plt.subplots(nrows=2, height_ratios=[17, 1]) - fig.set_size_inches(7, 8) + nrows_obj_func_rmse_subplot = 1 + final_subfig_height_obj_func = base_subfig_height_obj_func + + figsize[1] += final_subfig_height_obj_func + + fig = plt.figure(layout="constrained", figsize=figsize) fig.suptitle(plot_title) + # 2 subfig rows: 1 for opt params, 1 for objective function and optional RMSE + # Use actual calculated height to define height ratios + subfigs = fig.subfigures( + nrows=2, + ncols=1, + height_ratios=[final_subfig_height_opt_params, final_subfig_height_obj_func], + ) + axs_opt_params = subfigs[0].subplots(nrows=nrows_opt_param_subplot) + + # Adapt x axis label for normalisation type + if normalisation_type == "init": + x_axis_label = "Value normalised by initial value" + elif normalisation_type == "range": + x_axis_label = "Value normalised by parameter range" + else: + x_axis_label = "Value" - # Strip plot for optimisation parameters + if normalise: + x_axis_label += f", normalised to {normalising_tag}" + + # Plot optimisation parameters # Melt df (wide to long-form) for seaborn plotting with jitter opt_params_values_with_names_df_melt = opt_params_values_with_names_df.melt( id_vars=TAG ) - sns.stripplot( - data=opt_params_values_with_names_df_melt, - x="value", - y="variable", - hue=TAG, - jitter=True, - ax=ax[0], - ) - # Adapt y axis label for normalisation type - x_axis_label = "" - if normalisation_type in ["init", None]: - x_axis_label += "Value normalised by initial value" - elif normalisation_type == "range": - x_axis_label += "Value normalised by parameter range" + # If normalisation_type is None (no normalisation of original opt param + # values), plot strip plot with different axis for each opt param. + # Otherwise plot all params on single axis + if normalisation_type is None: + # axs_opt_params[0] reserved for legend + for i, opt_param_name in enumerate(opt_params_names): + sns.stripplot( + data=opt_params_values_with_names_df_melt[ + opt_params_values_with_names_df_melt["variable"] == opt_param_name + ], + x="value", + y="variable", + hue=TAG, + jitter=True, + ax=axs_opt_params[i + 1], + ) + axs_opt_params[i + 1].set_xlabel("") + axs_opt_params[i + 1].set_ylabel("") + axs_opt_params[i + 1].get_legend().remove() + axs_opt_params[i + 1].ticklabel_format( + axis="x", style="scientific", scilimits=(-1, 1) + ) + # Set legend for all subplots: plot in own subplot + axs_opt_params[0].axis("off") + handles, labels = axs_opt_params[1].get_legend_handles_labels() + axs_opt_params[0].legend(handles=handles, labels=labels, ncols=3, loc="center") - if normalise: - x_axis_label += f", normalised to {normalising_tag}" + subfigs[0].supxlabel(x_axis_label) + subfigs[0].supylabel("Optimisation parameter") + else: + sns.stripplot( + data=opt_params_values_with_names_df_melt, + x="value", + y="variable", + hue=TAG, + jitter=True, + ax=axs_opt_params, + ) - ax[0].set_xlabel(f"{x_axis_label}") - ax[0].set_ylabel("Optimisation parameter") - ax[0].legend() - ax[0].grid() + axs_opt_params.set_xlabel(x_axis_label) + axs_opt_params.set_ylabel("Optimisation parameter") + axs_opt_params.legend() + axs_opt_params.grid() # Plot objf change separately + axs_opt_params = subfigs[1].subplots(nrows=nrows_obj_func_rmse_subplot) + if nrows_obj_func_rmse_subplot > 1: + ax_obj_func = axs_opt_params[0] + ax_rmse = axs_opt_params[1] + else: + ax_obj_func = axs_opt_params + # Melt for seaborn stripplot norm_objf_values_df_melt = norm_objf_values_df.melt(id_vars=TAG) sns.stripplot( @@ -406,19 +493,19 @@ def _plot_solutions( y="variable", hue=TAG, jitter=True, - ax=ax[1], + ax=ax_obj_func, formatter=lambda label: objf_name, ) - ax[1].get_legend().remove() + ax_obj_func.get_legend().remove() # Objective function values are not normalised (no initial value): be explicit - ax[1].set_xlabel("Objective function value") - ax[1].set_ylabel("") + ax_obj_func.set_xlabel("Objective function value") + ax_obj_func.set_ylabel("") if rmse_df is not None: # Ensure solution legend colours are the same: tags match between opt # params and RMS error plot. This can happen if not normalising opt - # params, but request RMS error plot + # params, but RMS error plot requested rmse_df_matched = rmse_df[ rmse_df["tag"].isin(opt_params_values_with_names_df["tag"]) ] @@ -430,15 +517,12 @@ def _plot_solutions( y="variable", hue=TAG, jitter=True, - ax=ax[2], + ax=ax_rmse, formatter=lambda label: f"Relative to\n{normalising_tag}", ) - ax[2].set_xlabel("RMS error") - ax[2].set_ylabel("") - ax[2].get_legend().remove() - - # Ensure title doesn't overlap plots - fig.tight_layout() + ax_rmse.set_xlabel("RMS error") + ax_rmse.set_ylabel("") + ax_rmse.get_legend().remove() def _rms_errors( diff --git a/tests/integration/data/large_tokamak_2_MFILE.DAT b/tests/integration/data/large_tokamak_2_MFILE.DAT index 67f58adb2a..34d606da0d 100644 --- a/tests/integration/data/large_tokamak_2_MFILE.DAT +++ b/tests/integration/data/large_tokamak_2_MFILE.DAT @@ -23,39 +23,39 @@ VMCON_convergence_parameter_____________________________________________ (convergence_parameter)_______ 0.0000E+00 OP Normalised_objective_function___________________________________________ (norm_objf)___________________ 1.6300E+00 OP Number_of_VMCON_iterations______________________________________________ (nviter)______________________ 0 OP - beta____________________________________________________________________ (itvar001)____________________ 3.3648E-02 + beta____________________________________________________________________ (itvar001)____________________ 3.4648E-02 beta_(final_value/initial_value)________________________________________ (xcm001)______________________ 1.3216E+00 - beta_(range_normalised)_________________________________________________ (nitvar001)___________________ 3.2681E-02 - dene____________________________________________________________________ (itvar002)____________________ 8.0667E+19 + beta_(range_normalised)_________________________________________________ (nitvar001)___________________ 4.2681E-02 + dene____________________________________________________________________ (itvar002)____________________ 8.0567E+19 dene_(final_value/initial_value)________________________________________ (xcm002)______________________ 1.0756E+00 dene_(range_normalised)_________________________________________________ (nitvar002)___________________ 7.1381E-02 - fwalld__________________________________________________________________ (itvar003)____________________ 5.0758E-01 + fwalld__________________________________________________________________ (itvar003)____________________ 5.0258E-01 fwalld_(final_value/initial_value)______________________________________ (xcm003)______________________ 5.1758E-01 - fwalld_(range_normalised)_______________________________________________ (nitvar003)___________________ 5.0709E-01 - ffuspow_________________________________________________________________ (itvar004)____________________ 5.4006E-01 + fwalld_(range_normalised)_______________________________________________ (nitvar003)___________________ 7.0709E-01 + ffuspow_________________________________________________________________ (itvar004)____________________ 5.6006E-01 ffuspow_(final_value/initial_value)_____________________________________ (xcm004)______________________ 5.4006E-01 ffuspow_(range_normalised)______________________________________________ (nitvar004)___________________ 5.3960E-01 - ftburn__________________________________________________________________ (itvar005)____________________ 9.9940E-01 + ftburn__________________________________________________________________ (itvar005)____________________ 9.8940E-01 ftburn_(final_value/initial_value)______________________________________ (xcm005)______________________ 9.9940E-01 - ftburn_(range_normalised)_______________________________________________ (nitvar005)___________________ 9.9940E-01 - flhthresh_______________________________________________________________ (itvar006)____________________ 1.9735E+00 + ftburn_(range_normalised)_______________________________________________ (nitvar005)___________________ 7.9940E-01 + flhthresh_______________________________________________________________ (itvar006)____________________ 1.7735E+00 flhthresh_(final_value/initial_value)___________________________________ (xcm006)______________________ 1.6735E+00 flhthresh_(range_normalised)____________________________________________ (nitvar006)___________________ 7.4836E-02 - fpinj___________________________________________________________________ (itvar007)____________________ 4.0071E-01 + fpinj___________________________________________________________________ (itvar007)____________________ 3.0071E-01 fpinj_(final_value/initial_value)_______________________________________ (xcm007)______________________ 4.0071E-01 fpinj_(range_normalised)________________________________________________ (nitvar007)___________________ 4.0011E-01 fpnetel_________________________________________________________________ (itvar008)____________________ 1.0000E+00 fpnetel_(final_value/initial_value)_____________________________________ (xcm008)______________________ 1.0000E+00 fpnetel_(range_normalised)______________________________________________ (nitvar008)___________________ 1.0000E+00 - fbetatry________________________________________________________________ (itvar009)____________________ 5.0870E-01 + fbetatry________________________________________________________________ (itvar009)____________________ 4.0370E-01 fbetatry_(final_value/initial_value)____________________________________ (xcm009)______________________ 1.0174E+00 fbetatry_(range_normalised)_____________________________________________ (nitvar009)___________________ 5.0821E-01 - fpeakb__________________________________________________________________ (itvar010)____________________ 8.6988E-01 + fpeakb__________________________________________________________________ (itvar010)____________________ 8.5988E-01 fpeakb_(final_value/initial_value)______________________________________ (xcm010)______________________ 8.6988E-01 fpeakb_(range_normalised)_______________________________________________ (nitvar010)___________________ 8.6975E-01 coheof__________________________________________________________________ (itvar011)____________________ 2.0264E+07 coheof_(final_value/initial_value)______________________________________ (xcm011)______________________ 1.3510E+00 - coheof_(range_normalised)_______________________________________________ (nitvar011)___________________ 2.0185E-01 + coheof_(range_normalised)_______________________________________________ (nitvar011)___________________ 1.0185E-01 fjohc___________________________________________________________________ (itvar012)____________________ 5.5541E-01 fjohc_(final_value/initial_value)_______________________________________ (xcm012)______________________ 9.2569E-01 fjohc_(range_normalised)________________________________________________ (nitvar012)___________________ 5.5092E-01 @@ -76,16 +76,16 @@ vdalw_(range_normalised)________________________________________________ (nitvar017)___________________ 9.5837E-01 fjprot__________________________________________________________________ (itvar018)____________________ 9.9639E-01 fjprot_(final_value/initial_value)______________________________________ (xcm018)______________________ 9.6639E-01 - fjprot_(range_normalised)_______________________________________________ (nitvar018)___________________ 9.9639E-01 + fjprot_(range_normalised)_______________________________________________ (nitvar018)___________________ 5.9639E-01 ftmargtf________________________________________________________________ (itvar019)____________________ 9.9673E-01 ftmargtf_(final_value/initial_value)____________________________________ (xcm019)______________________ 9.9673E-01 - ftmargtf_(range_normalised)_____________________________________________ (nitvar019)___________________ 9.9672E-01 + ftmargtf_(range_normalised)_____________________________________________ (nitvar019)___________________ 8.9672E-01 ftmargoh________________________________________________________________ (itvar020)____________________ 9.9653E-01 ftmargoh_(final_value/initial_value)____________________________________ (xcm020)______________________ 9.9653E-01 ftmargoh_(range_normalised)_____________________________________________ (nitvar020)___________________ 9.9652E-01 ftaulimit_______________________________________________________________ (itvar021)____________________ 7.1930E-01 ftaulimit_(final_value/initial_value)___________________________________ (xcm021)______________________ 7.1930E-01 - ftaulimit_(range_normalised)____________________________________________ (nitvar021)___________________ 7.1902E-01 + ftaulimit_(range_normalised)____________________________________________ (nitvar021)___________________ 6.1902E-01 fmaxvvstress____________________________________________________________ (itvar022)____________________ 4.2966E-01 fmaxvvstress_(final_value/initial_value)________________________________ (xcm022)______________________ 4.2966E-01 fmaxvvstress_(range_normalised)_________________________________________ (nitvar022)___________________ 4.2909E-01 diff --git a/tests/integration/data/large_tokamak_3_MFILE.DAT b/tests/integration/data/large_tokamak_3_MFILE.DAT index 179ce02701..0b9dbf47db 100644 --- a/tests/integration/data/large_tokamak_3_MFILE.DAT +++ b/tests/integration/data/large_tokamak_3_MFILE.DAT @@ -25,7 +25,7 @@ Number_of_VMCON_iterations______________________________________________ (nviter)______________________ 0 OP beta____________________________________________________________________ (itvar001)____________________ 3.3648E-02 beta_(final_value/initial_value)________________________________________ (xcm001)______________________ 1.1216E+00 - beta_(range_normalised)_________________________________________________ (nitvar001)___________________ 3.2681E-02 + beta_(range_normalised)_________________________________________________ (nitvar001)___________________ 2.2681E-02 dene____________________________________________________________________ (itvar002)____________________ 8.0667E+19 dene_(final_value/initial_value)________________________________________ (xcm002)______________________ 1.0756E+00 dene_(range_normalised)_________________________________________________ (nitvar002)___________________ 7.1381E-02 @@ -37,7 +37,7 @@ ffuspow_(range_normalised)______________________________________________ (nitvar004)___________________ 5.3960E-01 ftburn__________________________________________________________________ (itvar005)____________________ 9.9940E-01 ftburn_(final_value/initial_value)______________________________________ (xcm005)______________________ 9.7940E-01 - ftburn_(range_normalised)_______________________________________________ (nitvar005)___________________ 9.9940E-01 + ftburn_(range_normalised)_______________________________________________ (nitvar005)___________________ 5.9940E-01 flhthresh_______________________________________________________________ (itvar006)____________________ 1.6735E+00 flhthresh_(final_value/initial_value)___________________________________ (xcm006)______________________ 1.6735E+00 flhthresh_(range_normalised)____________________________________________ (nitvar006)___________________ 7.4836E-02 @@ -67,29 +67,29 @@ fcohbop_(range_normalised)______________________________________________ (nitvar014)___________________ 9.4374E-01 fiooic__________________________________________________________________ (itvar015)____________________ 7.1737E-01 fiooic_(final_value/initial_value)______________________________________ (xcm015)______________________ 1.1036E+00 - fiooic_(range_normalised)_______________________________________________ (nitvar015)___________________ 7.1709E-01 + fiooic_(range_normalised)_______________________________________________ (nitvar015)___________________ 6.1709E-01 fvdump__________________________________________________________________ (itvar016)____________________ 9.5837E-01 fvdump_(final_value/initial_value)______________________________________ (xcm016)______________________ 9.5837E-01 fvdump_(range_normalised)_______________________________________________ (nitvar016)___________________ 9.5833E-01 - vdalw___________________________________________________________________ (itvar017)____________________ 9.5837E+00 + vdalw___________________________________________________________________ (itvar017)____________________ 9.4837E+00 vdalw_(final_value/initial_value)_______________________________________ (xcm017)______________________ 9.5837E-01 - vdalw_(range_normalised)________________________________________________ (nitvar017)___________________ 9.5837E-01 - fjprot__________________________________________________________________ (itvar018)____________________ 9.9639E-01 + vdalw_(range_normalised)________________________________________________ (nitvar017)___________________ 7.5837E-01 + fjprot__________________________________________________________________ (itvar018)____________________ 9.2639E-01 fjprot_(final_value/initial_value)______________________________________ (xcm018)______________________ 9.9639E-01 - fjprot_(range_normalised)_______________________________________________ (nitvar018)___________________ 9.9639E-01 - ftmargtf________________________________________________________________ (itvar019)____________________ 9.9673E-01 + fjprot_(range_normalised)_______________________________________________ (nitvar018)___________________ 9.7639E-01 + ftmargtf________________________________________________________________ (itvar019)____________________ 9.2673E-01 ftmargtf_(final_value/initial_value)____________________________________ (xcm019)______________________ 9.9673E-01 ftmargtf_(range_normalised)_____________________________________________ (nitvar019)___________________ 9.9672E-01 - ftmargoh________________________________________________________________ (itvar020)____________________ 9.9653E-01 + ftmargoh________________________________________________________________ (itvar020)____________________ 9.3653E-01 ftmargoh_(final_value/initial_value)____________________________________ (xcm020)______________________ 9.9653E-01 ftmargoh_(range_normalised)_____________________________________________ (nitvar020)___________________ 9.9652E-01 - ftaulimit_______________________________________________________________ (itvar021)____________________ 7.1930E-01 + ftaulimit_______________________________________________________________ (itvar021)____________________ 7.6930E-01 ftaulimit_(final_value/initial_value)___________________________________ (xcm021)______________________ 7.1930E-01 ftaulimit_(range_normalised)____________________________________________ (nitvar021)___________________ 7.1902E-01 - fmaxvvstress____________________________________________________________ (itvar022)____________________ 4.2966E-01 + fmaxvvstress____________________________________________________________ (itvar022)____________________ 4.5966E-01 fmaxvvstress_(final_value/initial_value)________________________________ (xcm022)______________________ 4.2966E-01 - fmaxvvstress_(range_normalised)_________________________________________ (nitvar022)___________________ 4.2909E-01 - foh_stress______________________________________________________________ (itvar023)____________________ 9.0092E-01 + fmaxvvstress_(range_normalised)_________________________________________ (nitvar022)___________________ 5.2909E-01 + foh_stress______________________________________________________________ (itvar023)____________________ 9.1092E-01 foh_stress_(final_value/initial_value)__________________________________ (xcm023)______________________ 9.3092E-01 foh_stress_(range_normalised)___________________________________________ (nitvar023)___________________ 9.0082E-01 fne0____________________________________________________________________ (itvar024)____________________ 5.9638E-01 @@ -98,22 +98,22 @@ fpsepbqar_______________________________________________________________ (itvar025)____________________ 1.0000E+00 fpsepbqar_(final_value/initial_value)___________________________________ (xcm025)______________________ 1.0000E+00 fpsepbqar_(range_normalised)____________________________________________ (nitvar025)___________________ 1.0000E+00 - fstrcase________________________________________________________________ (itvar026)____________________ 9.9670E-01 + fstrcase________________________________________________________________ (itvar026)____________________ 9.3670E-01 fstrcase_(final_value/initial_value)____________________________________ (xcm026)______________________ 9.9970E-01 fstrcase_(range_normalised)_____________________________________________ (nitvar026)___________________ 9.9670E-01 - fstrcond________________________________________________________________ (itvar027)____________________ 8.5185E-01 + fstrcond________________________________________________________________ (itvar027)____________________ 8.4185E-01 fstrcond_(final_value/initial_value)____________________________________ (xcm027)______________________ 8.5185E-01 fstrcond_(range_normalised)_____________________________________________ (nitvar027)___________________ 8.5171E-01 - bt______________________________________________________________________ (itvar028)____________________ 5.2940E+00 + bt______________________________________________________________________ (itvar028)____________________ 5.1940E+00 bt_(final_value/initial_value)__________________________________________ (xcm028)______________________ 9.2877E-01 bt_(range_normalised)___________________________________________________ (nitvar028)___________________ 1.7619E-01 - rmajor__________________________________________________________________ (itvar029)____________________ 8.0000E+00 + rmajor__________________________________________________________________ (itvar029)____________________ 8.7000E+00 rmajor_(final_value/initial_value)______________________________________ (xcm029)______________________ 1.0000E+00 rmajor_(range_normalised)_______________________________________________ (nitvar029)___________________ 0.0000E+00 - te______________________________________________________________________ (itvar030)____________________ 1.2489E+01 + te______________________________________________________________________ (itvar030)____________________ 1.1489E+01 te_(final_value/initial_value)__________________________________________ (xcm030)______________________ 1.0407E+00 te_(range_normalised)___________________________________________________ (nitvar030)___________________ 7.3903E-02 - hfact___________________________________________________________________ (itvar031)____________________ 1.1886E+00 + hfact___________________________________________________________________ (itvar031)____________________ 1.6886E+00 hfact_(final_value/initial_value)_______________________________________ (xcm031)______________________ 1.0805E+00 hfact_(range_normalised)________________________________________________ (nitvar031)___________________ 9.8961E-01 tfcth___________________________________________________________________ (itvar032)____________________ 1.2000E+00 @@ -122,40 +122,40 @@ ohcth___________________________________________________________________ (itvar033)____________________ 5.7587E-01 ohcth_(final_value/initial_value)_______________________________________ (xcm033)______________________ 1.1517E+00 ohcth_(range_normalised)________________________________________________ (nitvar033)___________________ 2.8441E-02 - q_______________________________________________________________________ (itvar034)____________________ 3.5961E+00 + q_______________________________________________________________________ (itvar034)____________________ 3.8961E+00 q_(final_value/initial_value)___________________________________________ (xcm034)______________________ 1.0275E+00 q_(range_normalised)____________________________________________________ (nitvar034)___________________ 1.2684E-02 - bore____________________________________________________________________ (itvar035)____________________ 1.9854E+00 + bore____________________________________________________________________ (itvar035)____________________ 1.1854E+00 bore_(final_value/initial_value)________________________________________ (xcm035)______________________ 9.9271E-01 bore_(range_normalised)_________________________________________________ (nitvar035)___________________ 1.9045E-01 - fvsbrnni________________________________________________________________ (itvar036)____________________ 4.3358E-01 + fvsbrnni________________________________________________________________ (itvar036)____________________ 4.5358E-01 fvsbrnni_(final_value/initial_value)____________________________________ (xcm036)______________________ 1.0839E+00 fvsbrnni_(range_normalised)_____________________________________________ (nitvar036)___________________ 4.3301E-01 - tdmptf__________________________________________________________________ (itvar037)____________________ 1.8429E+01 + tdmptf__________________________________________________________________ (itvar037)____________________ 1.2429E+01 tdmptf_(final_value/initial_value)______________________________________ (xcm037)______________________ 7.3716E-01 tdmptf_(range_normalised)_______________________________________________ (nitvar037)___________________ 1.8347E-01 - thkcas__________________________________________________________________ (itvar038)____________________ 2.8216E-01 + thkcas__________________________________________________________________ (itvar038)____________________ 2.9216E-01 thkcas_(final_value/initial_value)______________________________________ (xcm038)______________________ 5.6431E-01 thkcas_(range_normalised)_______________________________________________ (nitvar038)___________________ 2.4437E-01 - thwcndut________________________________________________________________ (itvar039)____________________ 8.0099E-03 + thwcndut________________________________________________________________ (itvar039)____________________ 8.2099E-03 thwcndut_(final_value/initial_value)____________________________________ (xcm039)______________________ 1.0012E+00 thwcndut_(range_normalised)_____________________________________________ (nitvar039)___________________ 1.0716E-04 - fcutfsu_________________________________________________________________ (itvar040)____________________ 8.4212E-01 + fcutfsu_________________________________________________________________ (itvar040)____________________ 8.3212E-01 fcutfsu_(final_value/initial_value)_____________________________________ (xcm040)______________________ 1.0526E+00 fcutfsu_(range_normalised)______________________________________________ (nitvar040)___________________ 7.7755E-01 - cpttf___________________________________________________________________ (itvar041)____________________ 8.9795E+04 + cpttf___________________________________________________________________ (itvar041)____________________ 8.8795E+04 cpttf_(final_value/initial_value)_______________________________________ (xcm041)______________________ 1.3815E+00 cpttf_(range_normalised)________________________________________________ (nitvar041)___________________ 9.9182E-01 - ralpne__________________________________________________________________ (itvar042)____________________ 8.3954E-02 + ralpne__________________________________________________________________ (itvar042)____________________ 8.1954E-02 ralpne_(final_value/initial_value)______________________________________ (xcm042)______________________ 8.3954E-01 ralpne_(range_normalised)_______________________________________________ (nitvar042)___________________ 6.7908E-01 - oh_steel_frac___________________________________________________________ (itvar043)____________________ 5.1868E-01 + oh_steel_frac___________________________________________________________ (itvar043)____________________ 5.2868E-01 oh_steel_frac_(final_value/initial_value)_______________________________ (xcm043)______________________ 6.4835E-01 oh_steel_frac_(range_normalised)________________________________________ (nitvar043)___________________ 5.4550E-01 - fimp(13)________________________________________________________________ (itvar044)____________________ 5.7149E-04 + fimp(13)________________________________________________________________ (itvar044)____________________ 5.3149E-04 fimp(13)_(final_value/initial_value)____________________________________ (xcm044)______________________ 1.5039E+00 fimp(13)_(range_normalised)_____________________________________________ (nitvar044)___________________ 5.7148E-02 - dr_tf_wp________________________________________________________________ (itvar045)____________________ 5.0416E-01 + dr_tf_wp________________________________________________________________ (itvar045)____________________ 5.7416E-01 dr_tf_wp_(final_value/initial_value)____________________________________ (xcm045)______________________ 1.0083E+00 dr_tf_wp_(range_normalised)_____________________________________________ (nitvar045)___________________ 6.5100E-02 Beta_consistency__________________normalised_residue____________________ (normres001)__________________ 6.5770E-07 diff --git a/tests/integration/data/large_tokamak_4_MFILE.DAT b/tests/integration/data/large_tokamak_4_MFILE.DAT new file mode 100644 index 0000000000..d8f112197b --- /dev/null +++ b/tests/integration/data/large_tokamak_4_MFILE.DAT @@ -0,0 +1,1801 @@ + # PROCESS # + # Power Reactor Optimisation Code # + # PROCESS # + # Power Reactor Optimisation Code # + PROCESS_version_number__________________________________________________ (procver)_____________________ "3.0.2 R" + Date_of_run_____________________________________________________________ (date)________________________ "08/02/2024" + Time_of_run_____________________________________________________________ (time)________________________ "10:56" + User____________________________________________________________________ (username)____________________ "timothyn" + PROCESS_run_title_______________________________________________________ (runtitle)____________________ "Generic large tokamak + PROCESS_tag_number______________________________________________________ (tagno)_______________________ "v3.0.2-7-gec9530fb1" + PROCESS_git_branch_name_________________________________________________ (branch_name)_________________ "3033-inequality-constraint-for-injected-power-coded-with-the-wrong-signbug" + PROCESS_last_commit_message_____________________________________________ (commsg)______________________ "Merge branch |main| into 3033-inequality-constraint-for-injected-power-coded-with-the-wrong-signbug + Input_filename__________________________________________________________ (fileprefix)__________________ "/private/var/folders/2c/5k4t0wm94jxdmnqwdvn_h59r0000gq/T/pytest-of-timothynunn/pytest-56/test_scenario_large_tokamak_0/IN.DAT " + # Numerics # + VMCON_error_flag________________________________________________________ (ifail)_______________________ 1 + # PROCESS found a feasible solution # + Number_of_iteration_variables___________________________________________ (nvar)________________________ 45 + Number_of_constraints_(total)___________________________________________ (neqns+nineqns)_______________ 26 + Optimisation_switch_____________________________________________________ (ioptimz)_____________________ 1 + Figure_of_merit_switch__________________________________________________ (minmax)______________________ 1 + Objective_function_name_________________________________________________ (objf_name)___________________ "major radius" + Square_root_of_the_sum_of_squares_of_the_constraint_residuals___________ (sqsumsq)_____________________ 1.8713E-04 OP + VMCON_convergence_parameter_____________________________________________ (convergence_parameter)_______ 0.0000E+00 OP + Normalised_objective_function___________________________________________ (norm_objf)___________________ 1.5200E+00 OP + Number_of_VMCON_iterations______________________________________________ (nviter)______________________ 0 OP + beta____________________________________________________________________ (itvar001)____________________ 3.7648E-02 + beta_(final_value/initial_value)________________________________________ (xcm001)______________________ 1.1216E+00 + beta_(range_normalised)_________________________________________________ (nitvar001)___________________ 3.2681E-02 + dene____________________________________________________________________ (itvar002)____________________ 8.3667E+19 + dene_(final_value/initial_value)________________________________________ (xcm002)______________________ 1.0756E+00 + dene_(range_normalised)_________________________________________________ (nitvar002)___________________ 7.1381E-02 + fwalld__________________________________________________________________ (itvar003)____________________ 5.5758E-01 + fwalld_(final_value/initial_value)______________________________________ (xcm003)______________________ 5.0758E-01 + fwalld_(range_normalised)_______________________________________________ (nitvar003)___________________ 4.0709E-01 + ffuspow_________________________________________________________________ (itvar004)____________________ 5.7006E-01 + ffuspow_(final_value/initial_value)_____________________________________ (xcm004)______________________ 5.5006E-01 + ffuspow_(range_normalised)______________________________________________ (nitvar004)___________________ 5.3960E-01 + ftburn__________________________________________________________________ (itvar005)____________________ 9.2940E-01 + ftburn_(final_value/initial_value)______________________________________ (xcm005)______________________ 9.7940E-01 + ftburn_(range_normalised)_______________________________________________ (nitvar005)___________________ 9.9940E-01 + flhthresh_______________________________________________________________ (itvar006)____________________ 1.9735E+00 + flhthresh_(final_value/initial_value)___________________________________ (xcm006)______________________ 1.5735E+00 + flhthresh_(range_normalised)____________________________________________ (nitvar006)___________________ 7.4836E-02 + fpinj___________________________________________________________________ (itvar007)____________________ 4.3071E-01 + fpinj_(final_value/initial_value)_______________________________________ (xcm007)______________________ 3.8071E-01 + fpinj_(range_normalised)________________________________________________ (nitvar007)___________________ 4.0011E-01 + fpnetel_________________________________________________________________ (itvar008)____________________ 1.7000E+00 + fpnetel_(final_value/initial_value)_____________________________________ (xcm008)______________________ 1.0000E+00 + fpnetel_(range_normalised)______________________________________________ (nitvar008)___________________ 1.0000E+00 + fbetatry________________________________________________________________ (itvar009)____________________ 5.3870E-01 + fbetatry_(final_value/initial_value)____________________________________ (xcm009)______________________ 1.0174E+00 + fbetatry_(range_normalised)_____________________________________________ (nitvar009)___________________ 5.0821E-01 + fpeakb__________________________________________________________________ (itvar010)____________________ 8.5988E-01 + fpeakb_(final_value/initial_value)______________________________________ (xcm010)______________________ 8.4988E-01 + fpeakb_(range_normalised)_______________________________________________ (nitvar010)___________________ 8.6975E-01 + coheof__________________________________________________________________ (itvar011)____________________ 2.4264E+07 + coheof_(final_value/initial_value)______________________________________ (xcm011)______________________ 1.3510E+00 + coheof_(range_normalised)_______________________________________________ (nitvar011)___________________ 2.6185E-01 + fjohc___________________________________________________________________ (itvar012)____________________ 5.1541E-01 + fjohc_(final_value/initial_value)_______________________________________ (xcm012)______________________ 9.7569E-01 + fjohc_(range_normalised)________________________________________________ (nitvar012)___________________ 5.5092E-01 + fjohc0__________________________________________________________________ (itvar013)____________________ 5.4190E-01 + fjohc0_(final_value/initial_value)______________________________________ (xcm013)______________________ 9.0316E-01 + fjohc0_(range_normalised)_______________________________________________ (nitvar013)___________________ 5.4144E-01 + fcohbop_________________________________________________________________ (itvar014)____________________ 9.4380E-01 + fcohbop_(final_value/initial_value)_____________________________________ (xcm014)______________________ 1.0487E+00 + fcohbop_(range_normalised)______________________________________________ (nitvar014)___________________ 9.8374E-01 + fiooic__________________________________________________________________ (itvar015)____________________ 7.1737E-01 + fiooic_(final_value/initial_value)______________________________________ (xcm015)______________________ 1.1036E+00 + fiooic_(range_normalised)_______________________________________________ (nitvar015)___________________ 7.1709E-01 + fvdump__________________________________________________________________ (itvar016)____________________ 9.1837E-01 + fvdump_(final_value/initial_value)______________________________________ (xcm016)______________________ 9.5837E-01 + fvdump_(range_normalised)_______________________________________________ (nitvar016)___________________ 9.5833E-01 + vdalw___________________________________________________________________ (itvar017)____________________ 9.5837E+00 + vdalw_(final_value/initial_value)_______________________________________ (xcm017)______________________ 9.8837E-01 + vdalw_(range_normalised)________________________________________________ (nitvar017)___________________ 9.5837E-01 + fjprot__________________________________________________________________ (itvar018)____________________ 9.1639E-01 + fjprot_(final_value/initial_value)______________________________________ (xcm018)______________________ 9.9639E-01 + fjprot_(range_normalised)_______________________________________________ (nitvar018)___________________ 9.9639E-01 + ftmargtf________________________________________________________________ (itvar019)____________________ 9.6673E-01 + ftmargtf_(final_value/initial_value)____________________________________ (xcm019)______________________ 9.2673E-01 + ftmargtf_(range_normalised)_____________________________________________ (nitvar019)___________________ 9.9672E-01 + ftmargoh________________________________________________________________ (itvar020)____________________ 9.7653E-01 + ftmargoh_(final_value/initial_value)____________________________________ (xcm020)______________________ 9.9653E-01 + ftmargoh_(range_normalised)_____________________________________________ (nitvar020)___________________ 9.7652E-01 + ftaulimit_______________________________________________________________ (itvar021)____________________ 7.2930E-01 + ftaulimit_(final_value/initial_value)___________________________________ (xcm021)______________________ 7.1930E-01 + ftaulimit_(range_normalised)____________________________________________ (nitvar021)___________________ 6.1902E-01 + fmaxvvstress____________________________________________________________ (itvar022)____________________ 4.8966E-01 + fmaxvvstress_(final_value/initial_value)________________________________ (xcm022)______________________ 4.2966E-01 + fmaxvvstress_(range_normalised)_________________________________________ (nitvar022)___________________ 4.2909E-01 + foh_stress______________________________________________________________ (itvar023)____________________ 9.1092E-01 + foh_stress_(final_value/initial_value)__________________________________ (xcm023)______________________ 9.3092E-01 + foh_stress_(range_normalised)___________________________________________ (nitvar023)___________________ 9.0082E-01 + fne0____________________________________________________________________ (itvar024)____________________ 5.8638E-01 + fne0_(final_value/initial_value)________________________________________ (xcm024)______________________ 4.9638E-01 + fne0_(range_normalised)_________________________________________________ (nitvar024)___________________ 5.9598E-01 + fpsepbqar_______________________________________________________________ (itvar025)____________________ 1.0000E+00 + fpsepbqar_(final_value/initial_value)___________________________________ (xcm025)______________________ 1.0000E+00 + fpsepbqar_(range_normalised)____________________________________________ (nitvar025)___________________ 1.0000E+00 + fstrcase________________________________________________________________ (itvar026)____________________ 9.1670E-01 + fstrcase_(final_value/initial_value)____________________________________ (xcm026)______________________ 9.3970E-01 + fstrcase_(range_normalised)_____________________________________________ (nitvar026)___________________ 9.5670E-01 + fstrcond________________________________________________________________ (itvar027)____________________ 8.8185E-01 + fstrcond_(final_value/initial_value)____________________________________ (xcm027)______________________ 8.5185E-01 + fstrcond_(range_normalised)_____________________________________________ (nitvar027)___________________ 8.5171E-01 + bt______________________________________________________________________ (itvar028)____________________ 5.2940E+00 + bt_(final_value/initial_value)__________________________________________ (xcm028)______________________ 9.2877E-01 + bt_(range_normalised)___________________________________________________ (nitvar028)___________________ 1.7619E-01 + rmajor__________________________________________________________________ (itvar029)____________________ 8.7000E+00 + rmajor_(final_value/initial_value)______________________________________ (xcm029)______________________ 1.0000E+00 + rmajor_(range_normalised)_______________________________________________ (nitvar029)___________________ 0.0000E+00 + te______________________________________________________________________ (itvar030)____________________ 1.1489E+01 + te_(final_value/initial_value)__________________________________________ (xcm030)______________________ 1.0407E+00 + te_(range_normalised)___________________________________________________ (nitvar030)___________________ 7.3903E-02 + hfact___________________________________________________________________ (itvar031)____________________ 1.1886E+00 + hfact_(final_value/initial_value)_______________________________________ (xcm031)______________________ 1.0805E+00 + hfact_(range_normalised)________________________________________________ (nitvar031)___________________ 9.8961E-01 + tfcth___________________________________________________________________ (itvar032)____________________ 1.2000E+00 + tfcth_(final_value/initial_value)_______________________________________ (xcm032)______________________ 1.0000E+00 + tfcth_(range_normalised)________________________________________________ (nitvar032)___________________ 1.1628E-01 + ohcth___________________________________________________________________ (itvar033)____________________ 5.7587E-01 + ohcth_(final_value/initial_value)_______________________________________ (xcm033)______________________ 1.0517E+00 + ohcth_(range_normalised)________________________________________________ (nitvar033)___________________ 2.8441E-02 + q_______________________________________________________________________ (itvar034)____________________ 3.5961E+00 + q_(final_value/initial_value)___________________________________________ (xcm034)______________________ 1.0275E+00 + q_(range_normalised)____________________________________________________ (nitvar034)___________________ 1.2684E-02 + bore____________________________________________________________________ (itvar035)____________________ 1.9854E+00 + bore_(final_value/initial_value)________________________________________ (xcm035)______________________ 9.9271E-01 + bore_(range_normalised)_________________________________________________ (nitvar035)___________________ 1.9045E-01 + fvsbrnni________________________________________________________________ (itvar036)____________________ 4.3358E-01 + fvsbrnni_(final_value/initial_value)____________________________________ (xcm036)______________________ 1.0839E+00 + fvsbrnni_(range_normalised)_____________________________________________ (nitvar036)___________________ 4.3301E-01 + tdmptf__________________________________________________________________ (itvar037)____________________ 1.8429E+01 + tdmptf_(final_value/initial_value)______________________________________ (xcm037)______________________ 7.3716E-01 + tdmptf_(range_normalised)_______________________________________________ (nitvar037)___________________ 1.8347E-01 + thkcas__________________________________________________________________ (itvar038)____________________ 2.8216E-01 + thkcas_(final_value/initial_value)______________________________________ (xcm038)______________________ 5.6431E-01 + thkcas_(range_normalised)_______________________________________________ (nitvar038)___________________ 2.4437E-01 + thwcndut________________________________________________________________ (itvar039)____________________ 8.0099E-03 + thwcndut_(final_value/initial_value)____________________________________ (xcm039)______________________ 1.0012E+00 + thwcndut_(range_normalised)_____________________________________________ (nitvar039)___________________ 1.0716E-04 + fcutfsu_________________________________________________________________ (itvar040)____________________ 8.4212E-01 + fcutfsu_(final_value/initial_value)_____________________________________ (xcm040)______________________ 1.0526E+00 + fcutfsu_(range_normalised)______________________________________________ (nitvar040)___________________ 7.7755E-01 + cpttf___________________________________________________________________ (itvar041)____________________ 8.9795E+04 + cpttf_(final_value/initial_value)_______________________________________ (xcm041)______________________ 1.3815E+00 + cpttf_(range_normalised)________________________________________________ (nitvar041)___________________ 9.9182E-01 + ralpne__________________________________________________________________ (itvar042)____________________ 8.3954E-02 + ralpne_(final_value/initial_value)______________________________________ (xcm042)______________________ 8.3954E-01 + ralpne_(range_normalised)_______________________________________________ (nitvar042)___________________ 6.7908E-01 + oh_steel_frac___________________________________________________________ (itvar043)____________________ 5.1868E-01 + oh_steel_frac_(final_value/initial_value)_______________________________ (xcm043)______________________ 6.4835E-01 + oh_steel_frac_(range_normalised)________________________________________ (nitvar043)___________________ 5.4550E-01 + fimp(13)________________________________________________________________ (itvar044)____________________ 5.7149E-04 + fimp(13)_(final_value/initial_value)____________________________________ (xcm044)______________________ 1.5039E+00 + fimp(13)_(range_normalised)_____________________________________________ (nitvar044)___________________ 5.7148E-02 + dr_tf_wp________________________________________________________________ (itvar045)____________________ 5.0416E-01 + dr_tf_wp_(final_value/initial_value)____________________________________ (xcm045)______________________ 1.0083E+00 + dr_tf_wp_(range_normalised)_____________________________________________ (nitvar045)___________________ 6.5100E-02 + Beta_consistency__________________normalised_residue____________________ (normres001)__________________ 6.5770E-07 + Global_power_balance_consistency__normalised_residue____________________ (normres002)__________________ 1.2292E-07 + Radial_build_consistency__________normalised_residue____________________ (normres003)__________________ -7.3085E-11 + Density_upper_limit_______________normalised_residue____________________ (normres004)__________________ 1.6272E-08 + Neutron_wall_load_upper_limit_____normalised_residue____________________ (normres005)__________________ 1.4241E-07 + Fusion_power_upper_limit__________normalised_residue____________________ (normres006)__________________ 2.6565E-07 + Burn_time_lower_limit_____________normalised_residue____________________ (normres007)__________________ -1.2011E-04 + L-H_power_threshold_limit_________normalised_residue____________________ (normres008)__________________ -3.0891E-07 + Injection_power_upper_limit_______normalised_residue____________________ (normres009)__________________ 2.4418E-07 + Net_electric_power_lower_limit____normalised_residue____________________ (normres010)__________________ 1.5045E-05 + Beta_upper_limit__________________normalised_residue____________________ (normres011)__________________ 2.4702E-07 + Peak_toroidal_field_upper_limit___normalised_residue____________________ (normres012)__________________ 2.5809E-09 + CS_coil_EOF_current_density_limit_normalised_residue____________________ (normres013)__________________ -8.4245E-08 + CS_coil_BOP_current_density_limit_normalised_residue____________________ (normres014)__________________ 1.9393E-09 + I_op_/_I_critical_(TF_coil)_______normalised_residue____________________ (normres015)__________________ -3.8375E-07 + Dump_voltage_upper_limit__________normalised_residue____________________ (normres016)__________________ -1.5214E-04 + J_winding_pack/J_protection_limit_normalised_residue____________________ (normres017)__________________ -2.9894E-07 + TF_coil_temp._margin_lower_limit__normalised_residue____________________ (normres018)__________________ -1.0631E-06 + CS_temperature_margin_lower_limit_normalised_residue____________________ (normres019)__________________ 8.0251E-08 + taup/taueff_______________________normalised_residue____________________ (normres020)__________________ -1.8772E-08 + Dump_time_set_by_VV_stress________normalised_residue____________________ (normres021)__________________ -1.0026E-07 + CS_Tresca_yield_criterion_________normalised_residue____________________ (normres022)__________________ -1.6044E-07 + ne0_>_neped_______________________normalised_residue____________________ (normres023)__________________ -1.9637E-08 + Upper_Lim._on_Psep_*_Bt_/_q_A_R___normalised_residue____________________ (normres024)__________________ 4.9789E-07 + TF_coil_case_stress_upper_limit___normalised_residue____________________ (normres025)__________________ -4.6757E-07 + TF_coil_conduit_stress_upper_lim__normalised_residue____________________ (normres026)__________________ -4.1375E-07 + # Final Feasible Point # + # Power Reactor Costs (1990 US$) # + First_wall_/_blanket_life_(years)_______________________________________ (fwbllife)____________________ 6.1566E+00 + Divertor_life_(years)___________________________________________________ (divlife.)____________________ 3.9769E+00 + Cost_of_electricity_(m$/kWh)____________________________________________ (coe)_________________________ 5.1257E+02 + # Detailed Costings (1990 US$) # + Acc.22_multiplier_for_Nth_of_a_kind_____________________________________ (fkind)_______________________ 1.0000E+00 + Level_of_Safety_Assurance_______________________________________________ (lsa)_________________________ 4 + # Structures and Site Facilities # + Site_improvements,_facilities,_land_(M$)________________________________ (c211)________________________ 3.5200E+01 + Reactor_building_cost_(M$)______________________________________________ (c212)________________________ 4.5238E+02 + Turbine_building_cost_(M$)______________________________________________ (c213)________________________ 3.8000E+01 + Reactor_maintenance_building_cost_(M$)__________________________________ (c2141)_______________________ 1.0307E+02 + Warm_shop_cost_(M$)_____________________________________________________ (c2142)_______________________ 5.7641E+01 + Tritium_building_cost_(M$)______________________________________________ (c215)________________________ 1.4800E+01 + Electrical_equipment_building_cost_(M$)_________________________________ (c216)________________________ 1.9736E+01 + Additional_buildings_cost_(M$)__________________________________________ (c2171)_______________________ 1.8000E+01 + Control_room_buildings_cost_(M$)________________________________________ (c2172)_______________________ 2.1000E+01 + Shop_and_warehouses_cost_(M$)___________________________________________ (c2173)_______________________ 1.1500E+01 + Cryogenic_building_cost_(M$)____________________________________________ (c2174)_______________________ 6.8891E+00 + Total_account_21_cost_(M$)______________________________________________ (c21)_________________________ 7.7822E+02 + # Reactor Systems # + First_wall_cost_(M$)____________________________________________________ (c2211)_______________________ 1.9130E+02 + Blanket_beryllium_cost_(M$)_____________________________________________ (c22121)______________________ 2.6109E+02 + Blanket_breeder_material_cost_(M$)______________________________________ (c22122)______________________ 6.3985E+02 + Blanket_stainless_steel_cost_(M$)_______________________________________ (c22123)______________________ 8.0726E+01 + Blanket_vanadium_cost_(M$)______________________________________________ (c22124)______________________ 0.0000E+00 + Blanket_total_cost_(M$)_________________________________________________ (c2212)_______________________ 9.8166E+02 + Bulk_shield_cost_(M$)___________________________________________________ (c22131)______________________ 7.8394E+01 + Penetration_shielding_cost_(M$)_________________________________________ (c22132)______________________ 7.8394E+01 + Total_shield_cost_(M$)__________________________________________________ (c2213)_______________________ 1.5679E+02 + Total_support_structure_cost_(M$)_______________________________________ (c2214)_______________________ 4.0933E+01 + Divertor_cost_(M$)______________________________________________________ (c2215)_______________________ 4.1660E+01 + Total_account_221_cost_(M$)_____________________________________________ (c221)________________________ 1.4123E+03 + # Magnets # + TF_coil_conductor_cost_(M$)_____________________________________________ (c22211)______________________ 1.3230E+02 + TF_coil_winding_cost_(M$)_______________________________________________ (c22212)______________________ 5.4263E+01 + TF_coil_case_cost_(M$)__________________________________________________ (c22213)______________________ 4.4365E+02 + TF_intercoil_structure_cost_(M$)________________________________________ (c22214)______________________ 1.5066E+02 + TF_coil_gravity_support_structure_(M$)__________________________________ (c22215)______________________ 4.4659E+01 + TF_magnet_assemblies_cost_(M$)__________________________________________ (c2221)_______________________ 8.2552E+02 + PF_coil_conductor_cost_(M$)_____________________________________________ (c22221)______________________ 4.6409E+02 + PF_coil_winding_cost_(M$)_______________________________________________ (c22222)______________________ 7.6765E+01 + PF_coil_case_cost_(M$)__________________________________________________ (c22223)______________________ 9.4861E+01 + PF_coil_support_structure_cost_(M$)_____________________________________ (c22224)______________________ 8.0235E+00 + PF_magnet_assemblies_cost_(M$)__________________________________________ (c2222)_______________________ 6.4374E+02 + Vacuum_vessel_assembly_cost_(M$)________________________________________ (c2223)_______________________ 2.5404E+02 + Total_account_222_cost_(M$)_____________________________________________ (c222)________________________ 1.7233E+03 + # Power Injection # + ECH_system_cost_(M$)____________________________________________________ (c2231)_______________________ 2.4043E+02 + Lower_hybrid_system_cost_(M$)___________________________________________ (c2232)_______________________ 0.0000E+00 + Neutral_beam_system_cost_(M$)___________________________________________ (c2233)_______________________ 0.0000E+00 + Total_account_223_cost_(M$)_____________________________________________ (c223)________________________ 2.4043E+02 + # Vacuum Systems # + High_vacuum_pumps_cost_(M$)_____________________________________________ (c2241)_______________________ 1.2480E+01 + Backing_pumps_cost_(M$)_________________________________________________ (c2242)_______________________ 4.6800E+00 + Vacuum_duct_cost_(M$)___________________________________________________ (c2243)_______________________ 2.5280E+00 + Valves_cost_(M$)________________________________________________________ (c2244)_______________________ 5.7410E+00 + Duct_shielding_cost_(M$)________________________________________________ (c2245)_______________________ 0.0000E+00 + Instrumentation_cost_(M$)_______________________________________________ (c2246)_______________________ 1.3000E+00 + Total_account_224_cost_(M$)_____________________________________________ (c224)________________________ 2.6729E+01 + # Power Conditioning # + TF_coil_power_supplies_cost_(M$)________________________________________ (c22511)______________________ 4.0144E+00 + TF_coil_breakers_cost_(M$)______________________________________________ (c22512)______________________ 3.4127E+01 + TF_coil_dump_resistors_cost_(M$)________________________________________ (c22513)______________________ 2.1322E+01 + TF_coil_instrumentation_and_control_(M$)________________________________ (c22514)______________________ 4.8000E+00 + TF_coil_bussing_cost_(M$)_______________________________________________ (c22515)______________________ 3.5267E+01 + Total,_TF_coil_power_costs_(M$)_________________________________________ (c2251)_______________________ 9.9531E+01 + PF_coil_power_supplies_cost_(M$)________________________________________ (c22521)______________________ 2.9591E+00 + PF_coil_instrumentation_and_control_(M$)________________________________ (c22522)______________________ 3.6000E+00 + PF_coil_bussing_cost_(M$)_______________________________________________ (c22523)______________________ 1.1995E+01 + PF_coil_burn_power_supplies_cost_(M$)___________________________________ (c22524)______________________ 1.2679E+00 + PF_coil_breakers_cost_(M$)______________________________________________ (c22525)______________________ 1.4709E+01 + PF_coil_dump_resistors_cost_(M$)________________________________________ (c22526)______________________ 4.3206E+00 + PF_coil_ac_breakers_cost_(M$)___________________________________________ (c22527)______________________ 9.0000E-01 + Total,_PF_coil_power_costs_(M$)_________________________________________ (c2252)_______________________ 3.9752E+01 + Total,_energy_storage_cost_(M$)_________________________________________ (c2253)_______________________ 1.6864E+01 + Total_account_225_cost_(M$)_____________________________________________ (c225)________________________ 1.5615E+02 + # Heat Transport System # + Pumps_and_piping_system_cost_(M$)_______________________________________ (cpp)_________________________ 3.6795E+01 + Primary_heat_exchanger_cost_(M$)________________________________________ (chx)_________________________ 7.1692E+01 + Total,_reactor_cooling_system_cost_(M$)_________________________________ (c2261)_______________________ 1.0849E+02 + Pumps,_piping_cost_(M$)_________________________________________________ (cppa)________________________ 2.8417E+01 + Total,_auxiliary_cooling_system_cost_(M$)_______________________________ (c2262)_______________________ 2.8417E+01 + Total,_cryogenic_system_cost_(M$)_______________________________________ (c2263)_______________________ 1.7039E+02 + Total_account_226_cost_(M$)_____________________________________________ (c226)________________________ 3.0729E+02 + # Fuel Handling System # + Fuelling_system_cost_(M$)_______________________________________________ (c2271)_______________________ 2.2300E+01 + Fuel_processing_and_purification_cost_(M$)______________________________ (c2272)_______________________ 1.0229E+02 + Atmospheric_recovery_systems_cost_(M$)__________________________________ (c2273)_______________________ 5.8088E+01 + Nuclear_building_ventilation_cost_(M$)__________________________________ (c2274)_______________________ 6.9201E+01 + Total_account_227_cost_(M$)_____________________________________________ (c227)________________________ 2.5188E+02 + # Instrumentation and Control # + Instrumentation_and_control_cost_(M$)___________________________________ (c228)________________________ 1.5000E+02 + # Maintenance Equipment # + Maintenance_equipment_cost_(M$)_________________________________________ (c229)________________________ 1.2500E+02 + # Total Account 22 Cost # + Total_account_22_cost_(M$)______________________________________________ (c22)_________________________ 4.3931E+03 + # Turbine Plant Equipment # + Turbine_plant_equipment_cost_(M$)_______________________________________ (c23)_________________________ 1.7613E+02 + # Electric Plant Equipment # + Switchyard_equipment_cost_(M$)__________________________________________ (c241)________________________ 1.8400E+01 + Transformers_cost_(M$)__________________________________________________ (c242)________________________ 8.0330E+00 + Low_voltage_equipment_cost_(M$)_________________________________________ (c243)________________________ 6.4513E+00 + Diesel_backup_equipment_cost_(M$)_______________________________________ (c244)________________________ 6.8000E+00 + Auxiliary_facilities_cost_(M$)__________________________________________ (c245)________________________ 1.5000E+00 + Total_account_24_cost_(M$)______________________________________________ (c24)_________________________ 4.1184E+01 + # Miscellaneous Plant Equipment # + Miscellaneous_plant_equipment_cost_(M$)_________________________________ (c25)_________________________ 2.5000E+01 + # Heat Rejection System # + Heat_rejection_system_cost_(M$)_________________________________________ (c26)_________________________ 4.9877E+01 + # Plant Direct Cost # + Plant_direct_cost_(M$)__________________________________________________ (cdirt)_______________________ 5.4635E+03 + # Reactor Core Cost # + Reactor_core_cost_(M$)__________________________________________________ (crctcore)____________________ 3.3761E+03 + # Indirect Cost # + Indirect_cost_(M$)______________________________________________________ (c9)__________________________ 1.8221E+03 + # Total Contingency # + Total_contingency_(M$)__________________________________________________ (ccont)_______________________ 1.4207E+03 + # Constructed Cost # + Constructed_cost_(M$)___________________________________________________ (concost)_____________________ 8.7063E+03 + # Interest during Construction # + Interest_during_construction_(M$)_______________________________________ (moneyint)____________________ 1.4365E+03 + # Total Capital Investment # + Total_capital_investment_(M$)___________________________________________ (capcost)_____________________ 1.0143E+04 + # Plant Availability # + Allowable_blanket_neutron_fluence_(MW-yr/m2)____________________________ (abktflnc)____________________ 5.0000E+00 + Allowable_divertor_heat_fluence_(MW-yr/m2)______________________________ (adivflnc)____________________ 7.0000E+00 + First_wall_/_blanket_lifetime_(years)___________________________________ (bktlife)_____________________ 6.1566E+00 OP + Divertor_lifetime_(years)_______________________________________________ (divlife)_____________________ 3.9769E+00 OP + Heating/CD_system_lifetime_(years)______________________________________ (cdrlife)_____________________ 6.1566E+00 OP + Total_plant_lifetime_(years)____________________________________________ (tlife)_______________________ 3.0000E+01 + Total_plant_availability_fraction_______________________________________ (cfactr)______________________ 8.0000E-01 + Number_of_fusion_cycles_to_reach_allowable_fw/blanket_DPA_______________ (bktcycles)___________________ 1.5787E+04 + # Plasma # + Tokamak_aspect_ratio_=_Conventional,_itart_=_0__________________________ (itart)_______________________ 0.0000E+00 + Major_radius_(m)________________________________________________________ (rmajor)______________________ 8.0000E+00 ITV + Minor_radius_(m)________________________________________________________ (rminor)______________________ 2.6667E+00 + Aspect_ratio____________________________________________________________ (aspect)______________________ 3.0000E+00 + Elongation,_X-point_(input_value_used)__________________________________ (kappa)_______________________ 1.8500E+00 + Elongation,_95%_surface_(calculated_from_kappa)_________________________ (kappa95)_____________________ 1.6518E+00 + Elongation,_area_ratio_calc.____________________________________________ (kappaa)______________________ 1.7188E+00 + Triangularity,_X-point_(input_value_used)_______________________________ (triang)______________________ 5.0000E-01 + Triangularity,_95%_surface_(calculated_from_triang)_____________________ (triang95)____________________ 3.3333E-01 + Plasma_poloidal_perimeter_(m)___________________________________________ (pperim)______________________ 2.4081E+01 + Plasma_cross-sectional_area_(m2)________________________________________ (xarea)_______________________ 3.8398E+01 + Plasma_surface_area_(m2)________________________________________________ (sarea)_______________________ 1.1738E+03 OP + Plasma_volume_(m3)______________________________________________________ (vol)_________________________ 1.8882E+03 OP + Plasma_current_scaling_law_used_________________________________________ (icurr)_______________________ 4 + Plasma_current_(MA)_____________________________________________________ (plascur/1D6)_________________ 1.6631E+01 + Current_density_profile_factor__________________________________________ (alphaj)______________________ 1.9805E+00 + Plasma_internal_inductance,_li__________________________________________ (rli)_________________________ 1.2275E+00 + Vertical_field_at_plasma_(T)____________________________________________ (bvert)_______________________ -7.4373E-01 + Vacuum_toroidal_field_at_R_(T)__________________________________________ (bt)__________________________ 5.2940E+00 ITV + Average_poloidal_field_(T)______________________________________________ (bp)__________________________ 8.6787E-01 + Total_field_(sqrt(bp^2_+_bt^2))_(T)_____________________________________ (btot)________________________ 5.3647E+00 + Safety_factor_on_axis___________________________________________________ (q0)__________________________ 1.0000E+00 + Safety_factor_at_95%_flux_surface_______________________________________ (q95)_________________________ 3.5961E+00 ITV + Cylindrical_safety_factor_(qcyl)________________________________________ (qstar)_______________________ 2.9805E+00 + Total_plasma_beta_______________________________________________________ (beta)________________________ 3.3648E-02 ITV + Total_poloidal_beta_____________________________________________________ (betap)_______________________ 1.2857E+00 OP + Total_toroidal_beta_____________________________________________________ ______________________________ 3.4553E-02 OP + Fast_alpha_beta_________________________________________________________ (betaft)______________________ 4.2236E-03 OP + Beam_ion_beta___________________________________________________________ (betanb)______________________ 0.0000E+00 OP + (Fast_alpha_+_beam_physics_variables.beta)/(thermal_physics_variables.be (gammaft)_____________________ 1.4354E-01 OP + Thermal_beta____________________________________________________________ ______________________________ 2.9425E-02 OP + Thermal_poloidal_beta___________________________________________________ ______________________________ 1.1243E+00 OP + Thermal_toroidal_physics_variables.beta_(=_beta-exp)____________________ ______________________________ 3.0215E-02 OP + 2nd_stability_physics_variables.beta_:_beta_p_/_(R/a)___________________ (eps*betap)___________________ 4.2857E-01 + 2nd_stability_physics_variables.beta_upper_limit________________________ (epbetmax)____________________ 1.3800E+00 + Beta_g_coefficient______________________________________________________ (dnbeta)______________________ 4.9099E+00 + Normalised_thermal_beta_________________________________________________ ______________________________ 2.4977E+00 + Normalised_total_beta___________________________________________________ ______________________________ 2.8562E+00 + Normalised_toroidal_beta________________________________________________ (normalised_toroidal_beta)____ 2.9330E+00 + Limit_on_thermal_beta___________________________________________________ (betalim)_____________________ 5.7842E-02 + Plasma_thermal_energy_(J)_______________________________________________ ______________________________ 9.5431E+08 OP + Total_plasma_internal_energy_(J)________________________________________ (total_plasma_internal_energy) 1.0913E+09 OP + Electron_temperature_(keV)______________________________________________ (te)__________________________ 1.2489E+01 ITV + Electron_temperature_on_axis_(keV)______________________________________ (te0)_________________________ 2.5758E+01 + Ion_temperature_(keV)___________________________________________________ (ti)__________________________ 1.2489E+01 + Ion_temperature_on_axis_(keV)___________________________________________ (ti0)_________________________ 2.5758E+01 + Electron_temp.,_density_weighted_(keV)__________________________________ (ten)_________________________ 1.3805E+01 + Electron_density_(/m3)__________________________________________________ (dene)________________________ 8.0667E+19 ITV + Electron_density_on_axis_(/m3)__________________________________________ (ne0)_________________________ 1.0610E+20 OP + Line-averaged_electron_density_(/m3)____________________________________ (dnla)________________________ 8.9334E+19 OP + Line-averaged_electron_density_/_Greenwald_density______________________ (dnla_gw)_____________________ 1.2000E+00 OP + Ion_density_(/m3)_______________________________________________________ (dnitot)______________________ 7.1669E+19 OP + Fuel_density_(/m3)______________________________________________________ (deni)________________________ 6.4831E+19 OP + Total_impurity_density_with_Z_>_2_(no_He)_(/m3)_________________________ (dnz)_________________________ 4.6503E+16 OP + Helium_ion_density_(thermalised_ions_only)_(/m3)________________________ (dnalp)_______________________ 6.7723E+18 OP + Proton_density_(/m3)____________________________________________________ (dnprot)______________________ 1.8963E+16 OP + Hot_beam_density_(/m3)__________________________________________________ (dnbeam)______________________ 0.0000E+00 OP + Density_limit_from_scaling_(/m3)________________________________________ (dnelimt)_____________________ 7.4445E+19 OP + Density_limit_(enforced)_(/m3)__________________________________________ (boundu(9)*dnelimt)___________ 7.4445E+19 OP + Helium_ion_density_(thermalised_ions_only)_/_electron_density___________ (ralpne)______________________ 8.3954E-02 ITV + H__concentration________________________________________________________ (fimp(01))____________________ 8.0392E-01 OP + He_concentration________________________________________________________ (fimp(02))____________________ 8.3954E-02 + Be_concentration________________________________________________________ (fimp(03))____________________ 0.0000E+00 + C__concentration________________________________________________________ (fimp(04))____________________ 0.0000E+00 + N__concentration________________________________________________________ (fimp(05))____________________ 0.0000E+00 + O__concentration________________________________________________________ (fimp(06))____________________ 0.0000E+00 + Ne_concentration________________________________________________________ (fimp(07))____________________ 0.0000E+00 + Si_concentration________________________________________________________ (fimp(08))____________________ 0.0000E+00 + Ar_concentration________________________________________________________ (fimp(09))____________________ 0.0000E+00 + Fe_concentration________________________________________________________ (fimp(10))____________________ 0.0000E+00 + Ni_concentration________________________________________________________ (fimp(11))____________________ 0.0000E+00 + Kr_concentration________________________________________________________ (fimp(12))____________________ 0.0000E+00 + Xe_concentration________________________________________________________ (fimp(13))____________________ 5.7149E-04 ITV + W__concentration________________________________________________________ (fimp(14))____________________ 5.0000E-06 + Average_mass_of_all_ions_(amu)__________________________________________ (aion)________________________ 2.7252E+00 OP + Effective_charge________________________________________________________ (zeff)________________________ 2.5164E+00 + Density_profile_factor__________________________________________________ (alphan)______________________ 1.0000E+00 + Plasma_profile_model____________________________________________________ (ipedestal)___________________ 1 + Density_pedestal_r/a_location___________________________________________ (rhopedn)_____________________ 9.4000E-01 + Electron_density_pedestal_height_(/m3)__________________________________ (neped)_______________________ 6.3278E+19 OP + Electron_density_at_pedestal_/_nGW______________________________________ (fgwped_out)__________________ 8.5000E-01 + Temperature_pedestal_r/a_location_______________________________________ (rhopedt)_____________________ 9.4000E-01 + Pedestal_scaling_switch_________________________________________________ (ieped)_______________________ 0 + Electron_temp._pedestal_height_(keV)____________________________________ (teped)_______________________ 5.5000E+00 + Electron_temp._at_separatrix_(keV)______________________________________ (tesep)_______________________ 1.0000E-01 + Electron_density_at_separatrix_(/m3)____________________________________ (nesep)_______________________ 3.7223E+19 + Electron_density_at_separatrix_/_nGW____________________________________ (fgwsep_out)__________________ 5.0000E-01 + Temperature_profile_index_______________________________________________ (alphat)______________________ 1.4500E+00 + Temperature_profile_index_beta__________________________________________ (tbeta)_______________________ 2.0000E+00 + Old_ASDEX_model_________________________________________________________ (dlimit(1))___________________ 5.2797E+19 OP + Borrass_ITER_model_I____________________________________________________ (dlimit(2))___________________ 1.0969E+20 OP + Borrass_ITER_model_II___________________________________________________ (dlimit(3))___________________ 4.3575E+19 OP + JET_edge_radiation_model________________________________________________ (dlimit(4))___________________ 3.0227E+21 OP + JET_simplified_model____________________________________________________ (dlimit(5))___________________ 4.3397E+20 OP + Hugill-Murakami_Mq_model________________________________________________ (dlimit(6))___________________ 6.6609E+19 OP + Greenwald_model_________________________________________________________ (dlimit(7))___________________ 7.4445E+19 OP + Deuterium_fuel_fraction_________________________________________________ (fdeut)_______________________ 5.0000E-01 + Tritium_fuel_fraction___________________________________________________ (ftrit)_______________________ 5.0000E-01 + Total_fusion_power_(MW)_________________________________________________ (powfmw)______________________ 1.6202E+03 OP + _=____D-T_fusion_power_(MW)_____________________________________________ (pdt)_________________________ 1.6182E+03 OP + __+___D-D_fusion_power_(MW)_____________________________________________ (pdd)_________________________ 1.9494E+00 OP + __+_D-He3_fusion_power_(MW)_____________________________________________ (pdhe3)_______________________ 0.0000E+00 OP + Alpha_power:_total_(MW)_________________________________________________ (palpmw)______________________ 3.2365E+02 OP + Alpha_power:_beam-plasma_(MW)___________________________________________ (palpnb)______________________ 0.0000E+00 OP + Neutron_power_(MW)______________________________________________________ (pneutmw)_____________________ 1.2953E+03 OP + Charged_particle_power_(excluding_alphas)_(MW)__________________________ (pchargemw)___________________ 1.2659E+00 OP + Total_power_deposited_in_plasma_(MW)____________________________________ (tot_power_plasma)____________ 3.8950E+02 OP + Bremsstrahlung_radiation_power_(MW)_____________________________________ (pbrempv*vol)_________________ 6.5195E+01 OP + Line_radiation_power_(MW)_______________________________________________ (plinepv*vol)_________________ 1.4609E+02 OP + Synchrotron_radiation_power_(MW)________________________________________ (psyncpv*vol)_________________ 1.5187E+01 OP + Synchrotron_wall_reflectivity_factor____________________________________ (ssync)_______________________ 6.0000E-01 + Normalised_minor_radius_defining_'core'_________________________________ (coreradius)__________________ 7.5000E-01 + Fraction_of_core_radiation_subtracted_from_P_L__________________________ (coreradiationfraction)_______ 6.0000E-01 + Radiation_power_from_inner_zone_(MW)____________________________________ (pinnerzoneradmw)_____________ 9.1650E+01 OP + Radiation_power_from_outer_zone_(MW)____________________________________ (pouterzoneradmw)_____________ 1.3482E+02 OP + Total_radiation_power_from_inside_LCFS_(MW)_____________________________ (pradmw)______________________ 2.2647E+02 OP + LCFS_radiation_fraction_=_total_radiation_in_LCFS_/_total_power_deposite (rad_fraction_LCFS)___________ 5.8144E-01 OP + Nominal_mean_radiation_load_on_inside_surface_of_reactor_(MW/m2)________ (photon_wall)_________________ 1.7749E-01 OP + Peaking_factor_for_radiation_wall_load__________________________________ (peakfactrad)_________________ 3.3300E+00 IP + Maximum_permitted_radiation_wall_load_(MW/m^2)__________________________ (maxradwallload)______________ 1.0000E+00 IP + Peak_radiation_wall_load_(MW/m^2)_______________________________________ (peakradwallload)_____________ 5.9106E-01 OP + Fast_alpha_particle_power_incident_on_the_first_wall_(MW)_______________ (palpfwmw)____________________ 1.6182E+01 OP + Nominal_mean_neutron_load_on_inside_surface_of_reactor_(MW/m2)__________ (wallmw)______________________ 1.0152E+00 OP + Power_incident_on_the_divertor_targets_(MW)_____________________________ (ptarmw)______________________ 3.2606E+01 OP + Fraction_of_power_to_the_lower_divertor_________________________________ (ftar)________________________ 1.0000E+00 IP + Outboard_side_heat_flux_decay_length_(m)________________________________ (lambdaio)____________________ 1.5700E-03 OP + Fraction_of_power_on_the_inner_targets__________________________________ (fio)_________________________ 4.1000E-01 OP + Fraction_of_power_incident_on_the_lower_inner_target____________________ (fLI)_________________________ 4.1000E-01 OP + Fraction_of_power_incident_on_the_lower_outer_target____________________ (fLO)_________________________ 5.9000E-01 OP + Power_incident_on_the_lower_inner_target_(MW)___________________________ (pLImw)_______________________ 1.3368E+01 OP + Power_incident_on_the_lower_outer_target_(MW)___________________________ (pLOmw)_______________________ 1.9237E+01 OP + Ohmic_heating_power_(MW)________________________________________________ (pohmmw)______________________ 6.2284E-01 OP + Fraction_of_alpha_power_deposited_in_plasma_____________________________ (falpha)______________________ 9.5000E-01 + Fraction_of_alpha_power_to_electrons____________________________________ (falpe)_______________________ 7.1828E-01 + Fraction_of_alpha_power_to_ions_________________________________________ (falpi)_______________________ 2.8172E-01 + Ion_transport_(MW)______________________________________________________ (ptrimw)______________________ 1.4013E+02 OP + Electron_transport_(MW)_________________________________________________ (ptremw)______________________ 1.5772E+02 OP + Injection_power_to_ions_(MW)____________________________________________ (pinjimw)_____________________ 0.0000E+00 OP + Injection_power_to_electrons_(MW)_______________________________________ (pinjemw)_____________________ 8.0143E+01 OP + Ignited_plasma_switch_(0=not_ignited,_1=ignited)________________________ (ignite)______________________ 0 + Power_into_divertor_zone_via_charged_particles_(MW)_____________________ (pdivt)_______________________ 1.6303E+02 OP + Psep_/_R_ratio_(MW/m)___________________________________________________ (pdivt/rmajor)________________ 2.0378E+01 OP + Psep_Bt_/_qAR_ratio_(MWT/m)_____________________________________________ (pdivtbt/qar)_________________ 1.0000E+01 OP + ITER_1996_scaling:_nominal_(MW)_________________________________________ (pthrmw(1))___________________ 1.2978E+02 OP + ITER_1996_scaling:_upper_bound_(MW)_____________________________________ (pthrmw(2))___________________ 2.8603E+02 OP + ITER_1996_scaling:_lower_bound_(MW)_____________________________________ (pthrmw(3))___________________ 5.8098E+01 OP + ITER_1997_scaling_(1)_(MW)______________________________________________ (pthrmw(4))___________________ 2.1452E+02 OP + ITER_1997_scaling_(2)_(MW)______________________________________________ (pthrmw(5))___________________ 1.7206E+02 OP + Martin_2008_scaling:_nominal_(MW)_______________________________________ (pthrmw(6))___________________ 9.7416E+01 OP + Martin_2008_scaling:_95%_upper_bound_(MW)_______________________________ (pthrmw(7))___________________ 1.2769E+02 OP + Martin_2008_scaling:_95%_lower_bound_(MW)_______________________________ (pthrmw(8))___________________ 6.7143E+01 OP + Snipes_2000_scaling:_nominal_(MW)_______________________________________ (pthrmw(9))___________________ 6.7785E+01 OP + Snipes_2000_scaling:_upper_bound_(MW)___________________________________ (pthrmw(10))__________________ 9.9437E+01 OP + Snipes_2000_scaling:_lower_bound_(MW)___________________________________ (pthrmw(11))__________________ 4.5839E+01 OP + Snipes_2000_scaling_(closed_divertor):_nominal_(MW)_____________________ (pthrmw(12))__________________ 3.1010E+01 OP + Snipes_2000_scaling_(closed_divertor):_upper_bound_(MW)_________________ (pthrmw(13))__________________ 4.3148E+01 OP + Snipes_2000_scaling_(closed_divertor):_lower_bound_(MW)_________________ (pthrmw(14))__________________ 2.2130E+01 OP + Hubbard_2012_L-I_threshold_-_nominal_(MW)_______________________________ (pthrmw(15))__________________ 2.7549E+01 OP + Hubbard_2012_L-I_threshold_-_lower_bound_(MW)___________________________ (pthrmw(16))__________________ 1.4319E+01 OP + Hubbard_2012_L-I_threshold_-_upper_bound_(MW)___________________________ (pthrmw(17))__________________ 5.3005E+01 OP + Hubbard_2017_L-I_threshold______________________________________________ (pthrmw(18))__________________ 2.6202E+02 OP + Martin_2008_aspect_ratio_corrected_scaling:_nominal_(MW)________________ (pthrmw(19))__________________ 9.7416E+01 OP + Martin_2008_aspect_ratio_corrected_scaling:_95%_upper_bound_(MW)________ (pthrmw(20))__________________ 1.2769E+02 OP + Martin_2008_aspect_ratio_corrected_scaling:_95%_lower_bound_(MW)________ (pthrmw(21))__________________ 6.7143E+01 OP + L-H_threshold_power_(enforced)_(MW)_____________________________________ (boundl(103)*plhthresh)_______ 9.7416E+01 OP + L-H_threshold_power_(MW)________________________________________________ (plhthresh)___________________ 9.7416E+01 OP + Confinement_H_factor____________________________________________________ (hfact)_______________________ 1.1886E+00 ITV + Global_thermal_energy_confinement_time_(s)______________________________ (taueff)______________________ 3.2037E+00 + Ion_energy_confinement_time_(s)_________________________________________ (tauei)_______________________ 3.2037E+00 + Electron_energy_confinement_time_(s)____________________________________ (tauee)_______________________ 3.2037E+00 + n.tau_=_Volume-average_electron_density_x_Energy_confinement_time_(s/m3) (dntau)_______________________ 2.5843E+20 OP + Triple_product__(keV_s/m3)______________________________________________ (dntau*te)____________________ 3.2275E+21 OP + Transport_loss_power_assumed_in_scaling_law_(MW)________________________ (powerht)_____________________ 2.9785E+02 OP + Switch_for_radiation_loss_term_usage_in_power_balance___________________ (iradloss)____________________ 1 + Radiation_power_subtracted_from_plasma_power_balance_(MW)_______________ ______________________________ 9.1650E+01 OP + Alpha_particle_confinement_time_(s)_____________________________________ (taup)________________________ 2.2270E+01 + Alpha_particle/energy_confinement_time_ratio____________________________ (taup/taueff)_________________ 6.9512E+00 + Lower_limit_on_taup/taueff______________________________________________ (taulimit)____________________ 5.0000E+00 + Total_energy_confinement_time_including_radiation_loss_(s)______________ (total_energy_conf_time)______ 2.8018E+00 + Normalized_plasma_pressure_beta_as_defined_by_McDonald_et_al____________ (beta_mcdonald)_______________ 3.4553E-02 OP + Normalized_ion_Larmor_radius____________________________________________ (rho_star)____________________ 1.9603E-03 OP + Normalized_collisionality_______________________________________________ (nu_star)_____________________ 3.7266E-03 OP + Volume_measure_of_elongation____________________________________________ (kappaa_IPB)__________________ 1.6815E+00 OP + Total_volt-second_requirement_(Wb)______________________________________ (vsstt)_______________________ 5.5616E+02 OP + Inductive_volt-seconds_(Wb)_____________________________________________ (vsind)_______________________ 2.3585E+02 OP + Ejima_coefficient_______________________________________________________ (gamma)_______________________ 3.0000E-01 + Start-up_resistive_(Wb)_________________________________________________ (vsres)_______________________ 5.0159E+01 OP + Flat-top_resistive_(Wb)_________________________________________________ (vsbrn)_______________________ 2.7015E+02 OP + bootstrap_current_fraction_multiplier___________________________________ (cboot)_______________________ 1.0000E+00 + Bootstrap_fraction_(ITER_1989)__________________________________________ (bscf_iter89)_________________ 3.7098E-01 + Bootstrap_fraction_(Sauter_et_al)_______________________________________ (bscf_sauter)_________________ 4.1920E-01 + Bootstrap_fraction_(Nevins_et_al)_______________________________________ (bscf_nevins)_________________ 3.5042E-01 + Bootstrap_fraction_(Wilson)_____________________________________________ (bscf_wilson)_________________ 4.3349E-01 + Diamagnetic_fraction_(Hender)___________________________________________ (diacf_hender)________________ 1.2017E-02 + Diamagnetic_fraction_(SCENE)____________________________________________ (diacf_scene)_________________ 1.1139E-02 + Pfirsch-Schlueter_fraction_(SCENE)______________________________________ (pscf_scene)__________________ -3.0283E-03 + Bootstrap_fraction_(enforced)___________________________________________ (bootipf.)____________________ 4.1920E-01 + Diamagnetic_fraction_(enforced)_________________________________________ (diaipf.)_____________________ 0.0000E+00 + Pfirsch-Schlueter_fraction_(enforced)___________________________________ (psipf.)______________________ 0.0000E+00 + Loop_voltage_during_burn_(V)____________________________________________ (vburn)_______________________ 3.7450E-02 OP + Plasma_resistance_(ohm)_________________________________________________ (rplas)_______________________ 3.9755E-09 OP + Resistive_diffusion_time_(s)____________________________________________ (res_time)____________________ 3.0619E+03 OP + Plasma_inductance_(H)___________________________________________________ (rlp)_________________________ 1.4181E-05 OP + Coefficient_for_sawtooth_effects_on_burn_V-s_requirement________________ (csawth)______________________ 1.0000E+00 + Ratio_of_He_and_pellet_particle_confinement_times_______________________ (tauratio)____________________ 1.0000E+00 + Fuelling_rate_(nucleus-pairs/s)_________________________________________ (qfuel)_______________________ 3.3420E+21 OP + Fuel_burn-up_rate_(reactions/s)_________________________________________ (rndfuel)_____________________ 5.7755E+20 OP + Burn-up_fraction________________________________________________________ (burnup)______________________ 1.7282E-01 + # Energy confinement times, and required H-factors : # + # Current Drive System # + Current_drive_efficiency_model__________________________________________ (iefrf)_______________________ 10 + Secondary_current_drive_efficiency_model________________________________ (iefrffix)____________________ 0 + Ratio_of_power_for_flat-top_to_start-up_(MW)____________________________ (startupratio)________________ 1.0000E+00 + Auxiliary_power_used_for_plasma_heating_only_(MW)_______________________ (pheat)_______________________ 7.5000E+01 + Power_injected_for_current_drive_(MW)___________________________________ (pcurrentdrivemw)_____________ 5.1429E+00 + Maximum_Allowed_Bootstrap_current_fraction______________________________ (bscfmax)_____________________ 9.5000E-01 + Fusion_gain_factor_Q____________________________________________________ (bigq)________________________ 2.0060E+01 OP + Auxiliary_current_drive_(A)_____________________________________________ (auxiliary_cd)________________ 2.3908E+05 OP + Current_drive_efficiency_(A/W)__________________________________________ (effcd)_______________________ 4.6488E-02 OP + Normalised_current_drive_efficiency,_gamma_(10^20_A/W-m2)_______________ (gamcd)_______________________ 3.0000E-01 OP + Wall_plug_to_injector_efficiency________________________________________ (etacd)_______________________ 5.0000E-01 + ECRH_plasma_heating_efficiency__________________________________________ (gamma_ecrh)__________________ 3.0000E-01 + Bootstrap_fraction______________________________________________________ (bootipf)_____________________ 4.1920E-01 + Diamagnetic_fraction____________________________________________________ (diaipf)______________________ 0.0000E+00 + Pfirsch-Schlueter_fraction______________________________________________ (psipf)_______________________ 0.0000E+00 + Auxiliary_current_drive_fraction________________________________________ (faccd)_______________________ 1.4376E-02 + Inductive_fraction______________________________________________________ (facoh)_______________________ 5.6642E-01 + Total___________________________________________________________________ (plasipf+faccd+facoh)_________ 1.0000E+00 + Fraction_of_the_plasma_current_produced_by_non-inductive_means__________ (fvsbrnni)____________________ 4.3358E-01 ITV + Electron_cyclotron_injected_power_(MW)__________________________________ (echpwr)______________________ 8.0143E+01 OP + Maximum_allowable_ECRH_power_(MW)_______________________________________ (pinjalw)_____________________ 2.0000E+02 + ECH_wall_plug_efficiency________________________________________________ (etaech)______________________ 5.0000E-01 + ECH_wall_plug_power_(MW)________________________________________________ (echwpow)_____________________ 1.6029E+02 OP + Total_V-s_capability_of_Central_Solenoid/PF_coils_(Wb)__________________ (abs(vstot))__________________ 5.7728E+02 + Required_volt-seconds_during_start-up_(Wb)______________________________ (vssoft)______________________ 2.8601E+02 + Available_volt-seconds_during_burn_(Wb)_________________________________ (vsmax)_______________________ 2.7014E+02 + # Times # + Initial_charge_time_for_CS_from_zero_current_(s)________________________ (tramp)_______________________ 5.0000E+02 + Plasma_current_ramp-up_time_(s)_________________________________________ (tohs)________________________ 1.6631E+02 + Heating_time_(s)________________________________________________________ (theat)_______________________ 1.0000E+01 + Burn_time_(s)___________________________________________________________ (tburn)_______________________ 7.2035E+03 OP + Reset_time_to_zero_current_for_CS_(s)___________________________________ (tqnch)_______________________ 1.6631E+02 + Time_between_pulses_(s)_________________________________________________ (tdwell)______________________ 1.8000E+03 + Total_plant_cycle_time_(s)______________________________________________ (tcycle)______________________ 9.8463E+03 OP + # Radial Build # + TF_coil_radial_placement_switch_________________________________________ (tf_in_cs)____________________ 0 + TF_coil_radial_placement_switch_________________________________________ (tf_in_cs)____________________ 0 + Machine_bore_(m)________________________________________________________ (bore)________________________ 1.9854E+00 ITV + CS_radial_thickness_(m)_________________________________________________ (ohcth)_______________________ 5.7587E-01 ITV + CS_precompression_(m)___________________________________________________ (precomp)_____________________ 6.8064E-02 + CS_precompresion_to_TF_coil_radial_gap_(m)______________________________ (gapoh)_______________________ 8.0000E-02 + TF_coil_inboard_leg_(m)_________________________________________________ (tfcth)_______________________ 9.1597E-01 ITV + TF_coil_inboard_leg_insulation_gap_(m)__________________________________ (tftsgap)_____________________ 5.0000E-02 + Thermal_shield,_inboard_(m)_____________________________________________ (thshield_ib)_________________ 5.0000E-02 + thermal_shield_to_vessel_radial_gap_(m)_________________________________ (gapds)_______________________ 2.0000E-02 + Inboard_vacuum_vessel_radial_thickness_(m)______________________________ (d_vv_in)_____________________ 3.0000E-01 + Inner_radiation_shield_radial_thickness_(m)_____________________________ (shldith)_____________________ 3.0000E-01 + Gap_(m)_________________________________________________________________ (vvblgap)_____________________ 2.0000E-02 + Inboard_blanket_radial_thickness_(m)____________________________________ (blnkith)_____________________ 7.0000E-01 + Inboard_first_wall_radial_thickness_(m)_________________________________ (fwith)_______________________ 1.8000E-02 + Inboard_scrape-off_radial_thickness_(m)_________________________________ (scrapli)_____________________ 2.5000E-01 + Outboard_scrape-off_radial_thickness_(m)________________________________ (scraplo)_____________________ 2.5000E-01 + Outboard_first_wall_radial_thickness_(m)________________________________ (fwoth)_______________________ 1.8000E-02 + Outboard_blanket_radial_thickness_(m)___________________________________ (blnkoth)_____________________ 1.0000E+00 + Outer_radiation_shield_radial_thickness_(m)_____________________________ (shldoth)_____________________ 8.0000E-01 + Outboard_vacuum_vessel_radial_thickness_(m)_____________________________ (d_vv_out)____________________ 3.0000E-01 + Vessel_to_TF_radial_gap_(m)_____________________________________________ (gapsto)______________________ 1.3720E+00 + Thermal_shield,_outboard_(m)____________________________________________ (thshield_ob)_________________ 5.0000E-02 + Gap_(m)_________________________________________________________________ (tftsgap)_____________________ 5.0000E-02 + TF_coil_outboard_leg_radial_thickness_(m)_______________________________ (tfthko)______________________ 9.1597E-01 + # Vertical Build # + Divertor_null_switch____________________________________________________ (i_single_null)_______________ 1 + Vessel_-_TF_coil_vertical_gap_(m)_______________________________________ (vgap2)_______________________ 1.6300E-01 + Topside_vacuum_vessel_radial_thickness_(m)______________________________ (d_vv_top)____________________ 3.0000E-01 + Top_radiation_shield_thickness_(m)______________________________________ (shldtth)_____________________ 6.0000E-01 + Top_blanket_vertical_thickness_(m)______________________________________ (blnktth)_____________________ 8.5000E-01 + Top_first_wall_vertical_thickness_(m)___________________________________ (fwtth)_______________________ 1.8000E-02 + Top_scrape-off_vertical_thickness_(m)___________________________________ (vgaptop)_____________________ 6.0000E-01 + Plasma_half-height_(m)__________________________________________________ (rminor*kappa)________________ 4.9333E+00 + Bottom_scrape-off_vertical_thickness_(m)________________________________ (vgap)________________________ 2.0019E+00 + Divertor_structure_vertical_thickness_(m)_______________________________ (divfix)______________________ 6.2000E-01 + Bottom_radiation_shield_thickness_(m)___________________________________ (shldlth)_____________________ 7.0000E-01 + Underside_vacuum_vessel_radial_thickness_(m)____________________________ (d_vv_bot)____________________ 3.0000E-01 + External_cryostat_thickness_(m)_________________________________________ (ddwex)_______________________ 1.5000E-01 + Ratio_of_Central_solenoid_height_to_TF_coil_internal_height_____________ (ohhghf)______________________ 9.0000E-01 + Width_of_neutral_beam_duct_where_it_passes_between_the_TF_coils_(m)_____ (beamwd)______________________ 5.8000E-01 + # Divertor build and plasma position # + Plasma_top_position,_radial_(m)_________________________________________ (ptop_radial)_________________ 6.6667E+00 + Plasma_top_position,_vertical_(m)_______________________________________ (ptop_vertical)_______________ 4.9333E+00 + Plasma_geometric_centre,_radial_(m)_____________________________________ (physics_variables.rmajor.)___ 8.0000E+00 + Plasma_geometric_centre,_vertical_(m)___________________________________ (0.0)_________________________ 0.0000E+00 + Plasma_lower_physics_variables.triangularity____________________________ (tril)________________________ 5.0000E-01 + Plasma_elongation_______________________________________________________ (physics_variables.kappa.)____ 1.8500E+00 + TF_coil_vertical_offset_(m)_____________________________________________ (tfoffset)____________________ -6.1694E-01 + Plasma_outer_arc_radius_of_curvature_(m)________________________________ (rco)_________________________ 5.0422E+00 + Plasma_inner_arc_radius_of_curvature_(m)________________________________ (rci)_________________________ 9.7933E+00 + Plasma_lower_X-pt,_radial_(m)___________________________________________ (rxpt)________________________ 6.6667E+00 + Plasma_lower_X-pt,_vertical_(m)_________________________________________ (zxpt)________________________ -4.9333E+00 + Poloidal_plane_angle_between_vertical_and_inner_leg_(rad)_______________ (thetai)______________________ 2.0820E-01 + Poloidal_plane_angle_between_vertical_and_outer_leg_(rad)_______________ (thetao)______________________ 1.0429E+00 + Poloidal_plane_angle_between_inner_leg_and_plate_(rad)__________________ (betai)_______________________ 1.0000E+00 + Poloidal_plane_angle_between_outer_leg_and_plate_(rad)__________________ (betao)_______________________ 1.0000E+00 + Inner_divertor_leg_poloidal_length_(m)__________________________________ (plsepi)______________________ 1.0000E+00 + Outer_divertor_leg_poloidal_length_(m)__________________________________ (plsepo)______________________ 1.5000E+00 + Inner_divertor_plate_length_(m)_________________________________________ (plleni)______________________ 1.0000E+00 + Outer_divertor_plate_length_(m)_________________________________________ (plleno)______________________ 1.0000E+00 + Inner_strike_point,_radial_(m)__________________________________________ (rspi)________________________ 5.6883E+00 + Inner_strike_point,_vertical_(m)________________________________________ (zspi)________________________ -5.1400E+00 + Inner_plate_top,_radial_(m)_____________________________________________ (rplti)_______________________ 5.8656E+00 + Inner_plate_top,_vertical_(m)___________________________________________ (zplti)_______________________ -4.6725E+00 + Inner_plate_bottom,_radial_(m)__________________________________________ (rplbi)_______________________ 5.5109E+00 + Inner_plate_bottom,_vertical_(m)________________________________________ (zplbi)_______________________ -5.6075E+00 + Outer_strike_point,_radial_(m)__________________________________________ (rspo)________________________ 7.4223E+00 + Outer_strike_point,_vertical_(m)________________________________________ (zspo)________________________ -6.2291E+00 + Outer_plate_top,_radial_(m)_____________________________________________ (rplto)_______________________ 7.6496E+00 + Outer_plate_top,_vertical_(m)___________________________________________ (zplto)_______________________ -5.7838E+00 + Outer_plate_bottom,_radial_(m)__________________________________________ (rplbo)_______________________ 7.1949E+00 + Outer_plate_bottom,_vertical_(m)________________________________________ (zplbo)_______________________ -6.6744E+00 + Calculated_maximum_divertor_height_(m)__________________________________ (divht)_______________________ 2.0019E+00 + # TF coils # + Allowable_maximum_shear_stress_in_TF_coil_case_(Tresca_criterion)_(Pa)__ (sig_tf_case_max)_____________ 7.5000E+08 + Allowable_maximum_shear_stress_in_TF_coil_conduit_(Tresca_criterion)_(Pa (sig_tf_wp_max)_______________ 7.5000E+08 + WP_transverse_modulus_(GPa)_____________________________________________ (eyoung_wp_trans*1.0d-9)______ 4.3534E+01 OP + WP_vertical_modulus_(GPa)_______________________________________________ (eyoung_wp_axial*1.0d-9)______ 1.1510E+02 OP + WP_transverse_Poissons_ratio____________________________________________ (poisson_wp_trans)____________ 3.0390E-01 OP + WP_vertical-transverse_Pois._rat._______________________________________ (poisson_wp_axial)____________ 3.1568E-01 OP + Radial____stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_r_max(1))_____________ 4.8849E-08 + toroidal__stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_t_max(1))_____________ -4.8724E+08 + Vertical__stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_z_max(1))_____________ 2.6028E+08 + Von-Mises_stress_at_maximum_shear_of_layer_1_(Pa)_______________________ (sig_tf_vmises_max(1))________ 6.5725E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_1_(Pa)______________ (sig_tf_tresca_max(1))________ 7.4752E+08 + Radial____stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_r_max(2))_____________ -1.5411E+08 + toroidal__stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_t_max(2))_____________ -3.7861E+08 + Vertical__stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_z_max(2))_____________ 2.6028E+08 + Von-Mises_stress_at_maximum_shear_of_layer_2_(Pa)_______________________ (sig_tf_vmises_max(2))________ 5.5645E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_2_(Pa)______________ (sig_tf_tresca_max(2))________ 6.3889E+08 + Radial____stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_r_max(3))_____________ 6.1398E+06 + toroidal__stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_t_max(3))_____________ -3.6314E+08 + Vertical__stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_z_max(3))_____________ 1.4510E+08 + Von-Mises_stress_at_maximum_shear_of_layer_3_(Pa)_______________________ (sig_tf_vmises_max(3))________ 4.5345E+08 + Maximum_shear_stress_for_the_Tresca_yield_criterion_3_(Pa)______________ (sig_tf_tresca_max(3))________ 5.0824E+08 + Maximum_radial_deflection_at_midplane_(m)_______________________________ (deflect)_____________________ -6.2714E-03 OP + Vertical_strain_on_casing_______________________________________________ (casestr)_____________________ 1.2697E-03 OP + Radial_strain_on_insulator______________________________________________ (insstrain)___________________ -7.6923E-03 OP + Conductor_technology____________________________________________________ (i_tf_sup)____________________ 1 + Superconductor_material_________________________________________________ (i_tf_sc_mat)_________________ 1 + Presence_of_TF_demountable_joints_______________________________________ (itart)_______________________ 0 + TF_inboard_leg_support_strategy_________________________________________ (i_tf_bucking)________________ 1 + Number_of_TF_coils______________________________________________________ (n_tf)________________________ 16 + Inboard_leg_centre_radius_(m)___________________________________________ (r_tf_inboard_mid)____________ 3.1673E+00 OP + Outboard_leg_centre_radius_(m)__________________________________________ (r_tf_outboard_mid)___________ 1.4985E+01 OP + Total_inboard_leg_radial_thickness_(m)__________________________________ (tfcth)_______________________ 9.1597E-01 ITV + Total_outboard_leg_radial_thickness_(m)_________________________________ (tfthko)______________________ 9.1597E-01 + Outboard_leg_toroidal_thickness_(m)_____________________________________ (tftort)______________________ 1.4145E+00 OP + Maximum_inboard_edge_height_(m)_________________________________________ (hmax)________________________ 8.8182E+00 OP + Mean_coil_circumference_(including_inboard_leg_length)_(m)______________ (tfleng)______________________ 4.7937E+01 OP + Vertical_TF_shape_______________________________________________________ (i_tf_shape)__________________ 1 + TF_coil_arc_point_0_R_(m)_______________________________________________ (xarc(1))_____________________ 3.6253E+00 + TF_coil_arc_point_0_Z_(m)_______________________________________________ (yarc(1))_____________________ 4.5506E+00 + TF_coil_arc_point_1_R_(m)_______________________________________________ (xarc(2))_____________________ 7.4667E+00 + TF_coil_arc_point_1_Z_(m)_______________________________________________ (yarc(2))_____________________ 7.5843E+00 + TF_coil_arc_point_2_R_(m)_______________________________________________ (xarc(3))_____________________ 1.4527E+01 + TF_coil_arc_point_2_Z_(m)_______________________________________________ (yarc(3))_____________________ 0.0000E+00 + TF_coil_arc_point_3_R_(m)_______________________________________________ (xarc(4))_____________________ 7.4667E+00 + TF_coil_arc_point_3_Z_(m)_______________________________________________ (yarc(4))_____________________ -8.8182E+00 + TF_coil_arc_point_4_R_(m)_______________________________________________ (xarc(5))_____________________ 3.6253E+00 + TF_coil_arc_point_4_Z_(m)_______________________________________________ (yarc(5))_____________________ -5.2909E+00 + TF_cross-section_(total)_(m2)___________________________________________ (tfareain)____________________ 1.8229E+01 + Total_steel_cross-section_(m2)__________________________________________ (a_tf_steel*n_tf)_____________ 1.2853E+01 + Total_steel_TF_fraction_________________________________________________ (f_tf_steel)__________________ 7.0508E-01 + Total_Insulation_cross-section_(total)_(m2)_____________________________ (a_tf_ins*n_tf)_______________ 8.4752E-01 + Total_Insulation_fraction_______________________________________________ (f_tf_ins)____________________ 4.6493E-02 + Casing_cross_section_area_(per_leg)_(m2)________________________________ (acasetf)_____________________ 5.6444E-01 + Inboard_leg_case_plasma_side_wall_thickness_(m)_________________________ (casthi)______________________ 6.0000E-02 + Inboard_leg_case_inboard_"nose"_thickness_(m)___________________________ (thkcas)______________________ 2.8216E-01 ITV + Inboard_leg_case_sidewall_thickness_at_its_narrowest_point_(m)__________ (casths)______________________ 5.0000E-02 + External_case_mass_per_coil_(kg)________________________________________ (whtcas)______________________ 5.5456E+05 OP + WP_cross_section_area_with_insulation_and_insertion_(per_coil)_(m2)_____ (awpc)________________________ 5.7486E-01 + WP_cross_section_area_(per_coil)_(m2)___________________________________ (aswp)________________________ 5.1696E-01 + Winding_pack_radial_thickness_(m)_______________________________________ (dr_tf_wp)____________________ 5.0416E-01 ITV + Winding_pack_toroidal_width_1_(m)_______________________________________ (wwp1)________________________ 1.1904E+00 OP + Winding_pack_toroidal_width_2_(m)_______________________________________ (wwp2)________________________ 1.0901E+00 OP + Ground_wall_insulation_thickness_(m)____________________________________ (tinstf)______________________ 8.0000E-03 + Winding_pack_insertion_gap_(m)__________________________________________ (tfinsgap)____________________ 1.0000E-02 + Steel_WP_cross-section_(total)_(m2)_____________________________________ (aswp*n_tf)___________________ 3.8217E+00 + Steel_WP_fraction_______________________________________________________ (aswp/awpc)___________________ 4.1550E-01 + Insulation_WP_fraction__________________________________________________ (aiwp/awpc)___________________ 4.7934E-02 + Cable_WP_fraction_______________________________________________________ ((awpc-aswp-aiwp)/awpc)_______ 5.3656E-01 + Turn_parametrisation____________________________________________________ (i_tf_turns_integer)__________ 0 + Number_of_turns_per_TF_coil_____________________________________________ (n_tf_turn)___________________ 1.4739E+02 OP + Width_of_turn_including_inter-turn_insulation_(m)_______________________ (t_turn_tf)___________________ 5.9223E-02 OP + Width_of_conductor_(square)_(m)_________________________________________ (t_conductor)_________________ 5.7623E-02 OP + Width_of_space_inside_conductor_(m)_____________________________________ (t_cable)_____________________ 4.1604E-02 OP + Steel_conduit_thickness_(m)_____________________________________________ (thwcndut)____________________ 8.0099E-03 ITV + Inter-turn_insulation_thickness_(m)_____________________________________ (thicndut)____________________ 8.0000E-04 + Diameter_of_central_helium_channel_in_cable_____________________________ (dhecoil)_____________________ 1.0000E-02 + internal_area_of_the_cable_space________________________________________ (acstf)_______________________ 1.6999E-03 + Coolant_fraction_in_conductor_excluding_central_channel_________________ (vftf)________________________ 3.0000E-01 + Copper_fraction_of_conductor____________________________________________ (fcutfsu)_____________________ 8.4212E-01 ITV + Superconductor_fraction_of_conductor____________________________________ (1-fcutfsu)___________________ 1.5788E-01 + Check_total_area_fractions_in_winding_pack_=_1__________________________ ______________________________ 1.0000E+00 + minimum_TF_conductor_temperature_margin__(K)____________________________ (tmargmin_tf)_________________ 1.5000E+00 + TF_conductor_temperature_margin_(K)_____________________________________ (tmargtf)_____________________ 1.5049E+00 + Elastic_properties_behavior_____________________________________________ (i_tf_cond_eyoung_axial)______ 0 + Conductor_axial_Youngs_modulus__________________________________________ (eyoung_cond_axial)___________ 0.0000E+00 + Conductor_transverse_Youngs_modulus_____________________________________ (eyoung_cond_trans)___________ 0.0000E+00 + Superconductor_mass_per_coil_(kg)_______________________________________ (whtconsc)____________________ 4.6964E+03 OP + Copper_mass_per_coil_(kg)_______________________________________________ (whtconcu)____________________ 5.8073E+04 OP + Steel_conduit_mass_per_coil_(kg)________________________________________ (whtconsh)____________________ 8.9310E+04 OP + Conduit_insulation_mass_per_coil_(kg)___________________________________ (whtconin)____________________ 2.3777E+03 OP + Total_conduit_mass_per_coil_(kg)________________________________________ (whtcon)______________________ 1.5446E+05 OP + Mass_of_each_TF_coil_(kg)_______________________________________________ (whttf/n_tf)__________________ 7.1402E+05 OP + Total_TF_coil_mass_(kg)_________________________________________________ (whttf)_______________________ 1.1424E+07 OP + Nominal_peak_field_assuming_toroidal_symmetry_(T)_______________________ (bmaxtf)______________________ 1.2178E+01 OP + Total_current_in_all_TF_coils_(MA)______________________________________ (ritfc/1.D6)__________________ 2.1176E+02 OP + TF_coil_current_(summed_over_all_coils)_(A)_____________________________ (ritfc)_______________________ 2.1176E+08 + Actual_peak_field_at_discrete_conductor_(T)_____________________________ (bmaxtfrp)____________________ 1.2636E+01 OP + Winding_pack_current_density_(A/m2)_____________________________________ (jwptf)_______________________ 2.5602E+07 OP + Inboard_leg_mid-plane_conductor_current_density_(A/m2)__________________ (oacdcp)______________________ 1.1617E+07 + Total_stored_energy_in_TF_coils_(GJ)____________________________________ (estotftgj)___________________ 1.2161E+02 OP + Inboard_vertical_tension_per_coil_(N)___________________________________ (vforce)______________________ 2.0908E+08 OP + Outboard_vertical_tension_per_coil_(N)__________________________________ (vforce_outboard)_____________ 2.0908E+08 OP + inboard_vertical_tension_fraction_(-)___________________________________ (f_vforce_inboard)____________ 5.0000E-01 OP + Centring_force_per_coil_(N/m)___________________________________________ (cforce)______________________ 8.0590E+07 OP + Max_allowed_tfcoil_variables.ripple_amplitude_at_plasma_outboard_midplan (ripmax)______________________ 6.0000E-01 + Ripple_amplitude_at_plasma_outboard_midplane_(%)________________________ (ripple)______________________ 6.0000E-01 OP + Actual_quench_time_(or_time_constant)_(s)_______________________________ (tdmptf)______________________ 1.8429E+01 ITV + Vacuum_Vessel_stress_on_quench_(Pa)_____________________________________ (vv_stress_quench)____________ 6.1442E+07 OP + Maximum_allowed_voltage_during_quench_due_to_insulation_(kV)____________ (vdalw)_______________________ 9.5837E+00 ITV + Actual_quench_voltage_(kV)______________________________________________ (vtfskv)______________________ 9.1862E+00 OP + Maximum_allowed_temp_rise_during_a_quench_(K)___________________________ (tmaxpro)_____________________ 1.5000E+02 + # Superconducting TF Coils # + Superconductor_switch___________________________________________________ (isumat)______________________ 1 + Critical_field_at_zero_temperature_and_strain_(T)_______________________ (bc20m)_______________________ 3.2970E+01 + Critical_temperature_at_zero_field_and_strain_(K)_______________________ (tc0m)________________________ 1.6060E+01 + Helium_temperature_at_peak_field_(=_superconductor_temperature)_(K)_____ (thelium)_____________________ 4.7500E+00 + Total_helium_fraction_inside_cable_space________________________________ (fhetot)______________________ 3.4620E-01 OP + Copper_fraction_of_conductor____________________________________________ (fcutfsu)_____________________ 8.4212E-01 ITV + Residual_manufacturing_strain_on_superconductor_________________________ (str_tf_con_res)______________ -5.0000E-03 + Self-consistent_strain_on_superconductor________________________________ (str_wp)______________________ 2.0730E-03 + Critical_current_density_in_superconductor_(A/m2)_______________________ (jcritsc)_____________________ 7.1337E+08 OP + Critical_current_density_in_strand_(A/m2)_______________________________ (jcritstr)____________________ 1.1263E+08 OP + Critical_current_density_in_winding_pack_(A/m2)_________________________ (jwdgcrt)_____________________ 3.5688E+07 OP + Actual_current_density_in_winding_pack_(A/m2)___________________________ (jwdgop)______________________ 2.5602E+07 OP + Minimum_allowed_temperature_margin_in_superconductor_(K)________________ (tmargmin_tf)_________________ 1.5000E+00 + Actual_temperature_margin_in_superconductor_(K)_________________________ (tmarg)_______________________ 1.5049E+00 OP + Critical_current_(A)____________________________________________________ (icrit)_______________________ 1.2517E+05 OP + Actual_current_(A)______________________________________________________ (cpttf)_______________________ 8.9795E+04 ITV + Actual_current_/_critical_current_______________________________________ (iooic)_______________________ 7.1737E-01 OP + # Central Solenoid and PF Coils # + Central_solenoid_superconductor_material________________________________ (isumatoh)____________________ 1 + Maximum_field_at_Beginning_Of_Pulse_(T)_________________________________ (bmaxoh0)_____________________ 1.4050E+01 OP + Critical_superconductor_current_density_at_BOP_(A/m2)___________________ (jscoh_bop)___________________ 3.4918E+08 OP + Critical_strand_current_density_at_BOP_(A/m2)___________________________ (jstrandoh_bop)_______________ 1.0475E+08 OP + Allowable_overall_current_density_at_BOP_(A/m2)_________________________ (rjohc0)______________________ 3.5294E+07 OP + Actual_overall_current_density_at_BOP_(A/m2)____________________________ (cohbop)______________________ 1.9126E+07 OP + Maximum_field_at_End_Of_Flattop_(T)_____________________________________ (bmaxoh)______________________ 1.3920E+01 OP + Critical_superconductor_current_density_at_EOF_(A/m2)___________________ (jscoh_eof)___________________ 3.6097E+08 OP + Critical_strand_current_density_at_EOF_(A/m2)___________________________ (jstrandoh_eof)_______________ 1.0829E+08 OP + Allowable_overall_current_density_at_EOF_(A/m2)_________________________ (rjohc)_______________________ 3.6485E+07 OP + Actual_overall_current_density_at_EOF_(A/m2)____________________________ (coheof)______________________ 2.0264E+07 ITV + CS_inside_radius_(m)____________________________________________________ (bore)________________________ 1.9854E+00 ITV + CS_thickness_(m)________________________________________________________ (ohcth)_______________________ 5.7587E-01 ITV + Gap_between_central_solenoid_and_TF_coil_(m)____________________________ (gapoh)_______________________ 8.0000E-02 + CS_overall_cross-sectional_area_(m2)____________________________________ (areaoh)______________________ 9.1407E+00 OP + CS_conductor+void_cross-sectional_area_(m2)_____________________________ (awpoh)_______________________ 4.3996E+00 OP + ___CS_conductor_cross-sectional_area_(m2)_______________________________ (awpoh*(1-vfohc))_____________ 3.0797E+00 OP + ___CS_void_cross-sectional_area_(m2)____________________________________ (awpoh*vfohc)_________________ 1.3199E+00 OP + CS_steel_cross-sectional_area_(m2)______________________________________ (areaoh-awpoh)________________ 4.7411E+00 OP + CS_steel_area_fraction__________________________________________________ (oh_steel_frac)_______________ 5.1868E-01 ITV + Switch_for_CS_stress_calculation________________________________________ (i_cs_stress)_________________ 0 + Allowable_stress_in_CS_steel_(Pa)_______________________________________ (alstroh)_____________________ 7.5000E+08 + Hoop_stress_in_CS_steel_(Pa)____________________________________________ (sig_hoop)____________________ 6.7569E+08 OP + Axial_stress_in_CS_steel_(Pa)___________________________________________ (sig_axial)___________________ -7.6205E+08 OP + Maximum_shear_stress_in_CS_steel_for_the_Tresca_criterion_(Pa)__________ (s_tresca_oh)_________________ 6.7569E+08 OP + Axial_force_in_CS_(N)___________________________________________________ (axial_force)_________________ -1.6256E+09 OP + Residual_manufacturing_strain_in_CS_superconductor_material_____________ (tfcoil_variables.str_cs_con_r -5.0000E-03 + Copper_fraction_in_strand_______________________________________________ (fcuohsu)_____________________ 7.0000E-01 + Void_(coolant)_fraction_in_conductor____________________________________ (vfohc)_______________________ 3.0000E-01 + Helium_coolant_temperature_(K)__________________________________________ (tftmp)_______________________ 4.7500E+00 + CS_temperature_margin_(K)_______________________________________________ (tmargoh)_____________________ 1.5052E+00 OP + Minimum_permitted_temperature_margin_(K)________________________________ (tmargmin_cs)_________________ 1.5000E+00 + Residual_hoop_stress_in_CS_Steel_(Pa)___________________________________ (residual_sig_hoop)___________ 2.4000E+08 + Minimum_burn_time_(s)___________________________________________________ (tbrnmn)______________________ 7.2000E+03 + Initial_vertical_crack_size_(m)_________________________________________ (t_crack_vertical)____________ 8.9000E-04 + Initial_radial_crack_size_(m)___________________________________________ (t_crack_radial)______________ 2.6700E-03 + CS_turn_area_(m)________________________________________________________ (a_oh_turn)___________________ 1.9739E-03 + CS_turn_length_(m)______________________________________________________ (l_cond_cst)__________________ 7.6953E-02 + CS_turn_internal_cable_space_radius_(m)_________________________________ (r_in_cst)____________________ 7.4740E-03 + CS_turn_width_(m)_______________________________________________________ (d_cond_cst)__________________ 2.5651E-02 + CS_structural_vertical_thickness_(m)____________________________________ (t_structural_vertical)_______ 5.3514E-03 + CS_structural_radial_thickness_(m)______________________________________ (t_structural_radial)_________ 5.3514E-03 + Allowable_number_of_cycles_till_CS_fracture_____________________________ (n_cycle)_____________________ 1.3378E+02 OP + Minimum_number_of_cycles_required_till_CS_fracture______________________ (n_cycle_min)_________________ 2.0000E+04 OP + PF_coil_superconductor_material_________________________________________ (isumatpf)____________________ 3 + Copper_fraction_in_conductor____________________________________________ (fcupfsu)_____________________ 6.9000E-01 + Maximum_permissible_tensile_stress_(MPa)________________________________ (sigpfcalw)___________________ 5.0000E+02 + JxB_hoop_force_fraction_supported_by_case_______________________________ (sigpfcf)_____________________ 6.6600E-01 + PF_coil_0_radius_(m)____________________________________________________ (rpf[0]_______________________ 5.5667E+00 + PF_coil_0_vertical_position_(m)_________________________________________ (zpf[0])______________________ 9.3603E+00 + PF_coil_0_radial_thickness_(m)__________________________________________ (pfdr(0))_____________________ 1.2727E+00 + PF_coil_0_vertical_thickness_(m)________________________________________ (pfdz(0))_____________________ 1.2727E+00 + PF_coil_0_turns_________________________________________________________ (turns[0])____________________ 4.4541E+02 + PF_coil_0_current_(MA)__________________________________________________ (ric[0])______________________ 1.7816E+01 + PF_coil_0_field_(T)_____________________________________________________ (bpf[0])______________________ 6.2280E+00 + PF_coil_1_radius_(m)____________________________________________________ (rpf[1]_______________________ 5.5667E+00 + PF_coil_1_vertical_position_(m)_________________________________________ (zpf[1])______________________ -1.0594E+01 + PF_coil_1_radial_thickness_(m)__________________________________________ (pfdr(1))_____________________ 1.3651E+00 + PF_coil_1_vertical_thickness_(m)________________________________________ (pfdz(1))_____________________ -1.3651E+00 + PF_coil_1_turns_________________________________________________________ (turns[1])____________________ 5.1248E+02 + PF_coil_1_current_(MA)__________________________________________________ (ric[1])______________________ 2.0499E+01 + PF_coil_1_field_(T)_____________________________________________________ (bpf[1])______________________ 6.6990E+00 + PF_coil_2_radius_(m)____________________________________________________ (rpf[2]_______________________ 1.6731E+01 + PF_coil_2_vertical_position_(m)_________________________________________ (zpf[2])______________________ 2.6667E+00 + PF_coil_2_radial_thickness_(m)__________________________________________ (pfdr(2))_____________________ 1.1332E+00 + PF_coil_2_vertical_thickness_(m)________________________________________ (pfdz(2))_____________________ 1.1332E+00 + PF_coil_2_turns_________________________________________________________ (turns[2])____________________ 1.9262E+02 + PF_coil_2_current_(MA)__________________________________________________ (ric[2])______________________ -7.7049E+00 + PF_coil_2_field_(T)_____________________________________________________ (bpf[2])______________________ 2.6389E+00 + PF_coil_3_radius_(m)____________________________________________________ (rpf[3]_______________________ 1.6731E+01 + PF_coil_3_vertical_position_(m)_________________________________________ (zpf[3])______________________ -2.6667E+00 + PF_coil_3_radial_thickness_(m)__________________________________________ (pfdr(3))_____________________ 1.1332E+00 + PF_coil_3_vertical_thickness_(m)________________________________________ (pfdz(3))_____________________ -1.1332E+00 + PF_coil_3_turns_________________________________________________________ (turns[3])____________________ 1.9262E+02 + PF_coil_3_current_(MA)__________________________________________________ (ric[3])______________________ -7.7049E+00 + PF_coil_3_field_(T)_____________________________________________________ (bpf[3])______________________ 2.6389E+00 + PF_coil_4_radius_(m)____________________________________________________ (rpf[4]_______________________ 1.5209E+01 + PF_coil_4_vertical_position_(m)_________________________________________ (zpf[4])______________________ 7.4667E+00 + PF_coil_4_radial_thickness_(m)__________________________________________ (pfdr(4))_____________________ 8.0773E-01 + PF_coil_4_vertical_thickness_(m)________________________________________ (pfdz(4))_____________________ 8.0773E-01 + PF_coil_4_turns_________________________________________________________ (turns[4])____________________ 1.3049E+02 + PF_coil_4_current_(MA)__________________________________________________ (ric[4])______________________ -5.2194E+00 + PF_coil_4_field_(T)_____________________________________________________ (bpf[4])______________________ 2.5737E+00 + PF_coil_5_radius_(m)____________________________________________________ (rpf[5]_______________________ 1.5209E+01 + PF_coil_5_vertical_position_(m)_________________________________________ (zpf[5])______________________ -7.4667E+00 + PF_coil_5_radial_thickness_(m)__________________________________________ (pfdr(5))_____________________ 8.0773E-01 + PF_coil_5_vertical_thickness_(m)________________________________________ (pfdz(5))_____________________ -8.0773E-01 + PF_coil_5_turns_________________________________________________________ (turns[5])____________________ 1.3049E+02 + PF_coil_5_current_(MA)__________________________________________________ (ric[5])______________________ -5.2194E+00 + PF_coil_5_field_(T)_____________________________________________________ (bpf[5])______________________ 2.5737E+00 + Central_solenoid_radius_(m)_____________________________________________ (rpf[nohc-1])_________________ 2.2734E+00 + Central_solenoid_vertical_position_(m)__________________________________ (zpf[nohc-1])_________________ 0.0000E+00 + Central_solenoid_radial_thickness_(m)___________________________________ (ohdr)________________________ 5.7587E-01 + Central_solenoid_vertical_thickness_(m)_________________________________ (ohdz)________________________ 1.5873E+01 + Central_solenoid_turns__________________________________________________ (turns[nohc-1])_______________ 4.6308E+03 + Central_solenoid_current_(MA)___________________________________________ (ric[nohc-1])_________________ -1.8523E+02 + Central_solenoid_field_(T)______________________________________________ (bpf[nohc-1])_________________ 1.4050E+01 + Sum_of_squares_of_residuals_____________________________________________ (ssq0)________________________ 3.5207E-04 OP + Smoothing_parameter_____________________________________________________ (alfapf)______________________ 5.0000E-10 + # Volt Second Consumption # + Total_volt-second_consumption_by_coils_(Wb)_____________________________ (vstot)_______________________ -5.8000E+02 OP + # Waveforms # + Ratio_of_central_solenoid_current_at_beginning_of_Pulse_/_end_of_flat-to (fcohbop)_____________________ 9.4380E-01 ITV + Ratio_of_central_solenoid_current_at_beginning_of_Flat-top_/_end_of_flat (fcohbof)_____________________ -1.4083E-01 OP + # PF Circuit Waveform Data # + Number_of_PF_circuits_including_CS_and_plasma___________________________ (ncirt)_______________________ 8 + PF_Circuit_0_Time_point_0_(A)___________________________________________ (pfc0t0)______________________ 0.0000E+00 + PF_Circuit_0_Time_point_1_(A)___________________________________________ (pfc0t1)______________________ 1.3971E+07 + PF_Circuit_0_Time_point_2_(A)___________________________________________ (pfc0t2)______________________ 1.7816E+07 + PF_Circuit_0_Time_point_3_(A)___________________________________________ (pfc0t3)______________________ 1.7816E+07 + PF_Circuit_0_Time_point_4_(A)___________________________________________ (pfc0t4)______________________ 9.2844E+05 + PF_Circuit_0_Time_point_5_(A)___________________________________________ (pfc0t5)______________________ 0.0000E+00 + PF_Circuit_1_Time_point_0_(A)___________________________________________ (pfc1t0)______________________ 0.0000E+00 + PF_Circuit_1_Time_point_1_(A)___________________________________________ (pfc1t1)______________________ 1.8269E+07 + PF_Circuit_1_Time_point_2_(A)___________________________________________ (pfc1t2)______________________ 2.0499E+07 + PF_Circuit_1_Time_point_3_(A)___________________________________________ (pfc1t3)______________________ 2.0499E+07 + PF_Circuit_1_Time_point_4_(A)___________________________________________ (pfc1t4)______________________ -1.5831E+06 + PF_Circuit_1_Time_point_5_(A)___________________________________________ (pfc1t5)______________________ 0.0000E+00 + PF_Circuit_2_Time_point_0_(A)___________________________________________ (pfc2t0)______________________ -0.0000E+00 + PF_Circuit_2_Time_point_1_(A)___________________________________________ (pfc2t1)______________________ 4.9542E+05 + PF_Circuit_2_Time_point_2_(A)___________________________________________ (pfc2t2)______________________ -7.1060E+06 + PF_Circuit_2_Time_point_3_(A)___________________________________________ (pfc2t3)______________________ -7.1060E+06 + PF_Circuit_2_Time_point_4_(A)___________________________________________ (pfc2t4)______________________ -7.7049E+06 + PF_Circuit_2_Time_point_5_(A)___________________________________________ (pfc2t5)______________________ -0.0000E+00 + PF_Circuit_3_Time_point_0_(A)___________________________________________ (pfc3t0)______________________ -0.0000E+00 + PF_Circuit_3_Time_point_1_(A)___________________________________________ (pfc3t1)______________________ 4.9542E+05 + PF_Circuit_3_Time_point_2_(A)___________________________________________ (pfc3t2)______________________ -7.1060E+06 + PF_Circuit_3_Time_point_3_(A)___________________________________________ (pfc3t3)______________________ -7.1060E+06 + PF_Circuit_3_Time_point_4_(A)___________________________________________ (pfc3t4)______________________ -7.7049E+06 + PF_Circuit_3_Time_point_5_(A)___________________________________________ (pfc3t5)______________________ -0.0000E+00 + PF_Circuit_4_Time_point_0_(A)___________________________________________ (pfc4t0)______________________ -0.0000E+00 + PF_Circuit_4_Time_point_1_(A)___________________________________________ (pfc4t1)______________________ 3.2650E+05 + PF_Circuit_4_Time_point_2_(A)___________________________________________ (pfc4t2)______________________ -4.8247E+06 + PF_Circuit_4_Time_point_3_(A)___________________________________________ (pfc4t3)______________________ -4.8247E+06 + PF_Circuit_4_Time_point_4_(A)___________________________________________ (pfc4t4)______________________ -5.2194E+06 + PF_Circuit_4_Time_point_5_(A)___________________________________________ (pfc4t5)______________________ -0.0000E+00 + PF_Circuit_5_Time_point_0_(A)___________________________________________ (pfc5t0)______________________ -0.0000E+00 + PF_Circuit_5_Time_point_1_(A)___________________________________________ (pfc5t1)______________________ 3.2650E+05 + PF_Circuit_5_Time_point_2_(A)___________________________________________ (pfc5t2)______________________ -4.8247E+06 + PF_Circuit_5_Time_point_3_(A)___________________________________________ (pfc5t3)______________________ -4.8247E+06 + PF_Circuit_5_Time_point_4_(A)___________________________________________ (pfc5t4)______________________ -5.2194E+06 + PF_Circuit_5_Time_point_5_(A)___________________________________________ (pfc5t5)______________________ -0.0000E+00 + CS_Circuit_Time_point_0_(A)_____________________________________________ (cs_t0)_______________________ -0.0000E+00 + CS_Circuit_Time_point_1_(A)_____________________________________________ (cs_t1)_______________________ 1.7482E+08 + CS_Circuit_Time_point_2_(A)_____________________________________________ (cs_t2)_______________________ 2.6086E+07 + CS_Circuit_Time_point_3_(A)_____________________________________________ (cs_t3)_______________________ 2.6086E+07 + CS_Circuit_Time_point_4_(A)_____________________________________________ (cs_t4)_______________________ -1.8523E+08 + CS_Circuit_Time_point_5_(A)_____________________________________________ (cs_t5)_______________________ -0.0000E+00 + Plasma_Time_point_0_(A)_________________________________________________ (plasmat0)____________________ 0.0000E+00 + Plasma_Time_point_1_(A)_________________________________________________ (plasmat1)____________________ 0.0000E+00 + Plasma_Time_point_2_(A)_________________________________________________ (plasmat2)____________________ 1.6631E+07 + Plasma_Time_point_3_(A)_________________________________________________ (plasmat3)____________________ 1.6631E+07 + Plasma_Time_point_4_(A)_________________________________________________ (plasmat4)____________________ 1.6631E+07 + Plasma_Time_point_5_(A)_________________________________________________ (plasmat5)____________________ 0.0000E+00 + # Support Structure # + Outer_PF_coil_fence_mass_(kg)___________________________________________ (fncmass)_____________________ 2.2924E+05 OP + Intercoil_support_structure_mass_(kg)___________________________________ (aintmass)____________________ 4.3045E+06 OP + Mass_of_cooled_components_(kg)__________________________________________ (coldmass)____________________ 3.4369E+07 OP + Gravity_support_structure_mass_(kg)_____________________________________ (clgsmass)____________________ 1.2760E+06 OP + Torus_leg_support_mass_(kg)_____________________________________________ (gsm1)________________________ 8.5820E+04 OP + Ring_beam_mass_(kg)_____________________________________________________ (gsm2)________________________ 4.0088E+05 OP + Ring_legs_mass_(kg)_____________________________________________________ (gsm3)________________________ 6.8283E+05 OP + # PF Coil Inductances # + # Nuclear Heating Magnets Before Renormalisation # + Shield_line_density_(tonne/m2)__________________________________________ (x_shield)____________________ 4.0560E+00 + Blanket_line_density_(tonne/m2)_________________________________________ (x_blanket)___________________ 2.2911E+00 + Unit_nuclear_heating_in_TF_coil_(W/GW)__________________________________ (tfc_nuc_heating)_____________ 1.4866E+04 + Total_nuclear_heating_in_TF_coil_(MW)___________________________________ (ptfnuc.)_____________________ 2.4085E-02 + powfmw__________________________________________________________________ (powfmw.)_____________________ 1.6202E+03 + total_mass_of_the_TF_coils_(kg)_________________________________________ (whttf)_______________________ 1.1424E+07 + # Pumping for primary coolant (helium) # + Pressure_drop_in_FW_and_blanket_coolant_incl._hx_and_pipes_(Pa)_________ (dp_he)_______________________ 5.5000E+05 + Fraction_of_FW_and_blanket_thermal_power_required_for_pumping___________ (fpump)_______________________ 8.9463E-02 OP + Total_power_absorbed_by_FW_&_blanket_(MW)_______________________________ (p_plasma)____________________ 1.6698E+03 OP + Inlet_temperature_of_FW_&_blanket_coolant_pump_(K)______________________ (t_in_compressor)_____________ 5.5703E+02 OP + Coolant_pump_outlet/Inlet_temperature_of_FW_&_blanket_(K)_______________ (t_in_bb)_____________________ 5.7313E+02 + Outlet_temperature_of_FW_&_blanket_(K)__________________________________ (t_out_bb)____________________ 7.7313E+02 + Mechanical_pumping_power_for_FW_and_blanket_cooling_loop_including_heat_ (htpmw_fw_blkt)_______________ 1.6407E+02 OP + Mechanical_pumping_power_for_divertor_(MW)______________________________ (htpmw_div)___________________ 1.6906E+00 OP + Mechanical_pumping_power_for_shield_and_vacuum_vessel_(MW)______________ (htpmw_shld)__________________ 7.0688E-03 OP + # First wall and blanket : CCFE HCPB model # + Titanium_beryllide_fraction_____________________________________________ (fbltibe12)___________________ 3.7500E-01 + Lithium_orthosilicate_fraction__________________________________________ (fblli2sio4)__________________ 3.7500E-01 + Steel_fraction__________________________________________________________ (fblss_ccfe)__________________ 9.7050E-02 + Coolant_fraction________________________________________________________ (vfcblkt)_____________________ 5.2950E-02 + Purge_gas_fraction______________________________________________________ (vfpblkt)_____________________ 1.0000E-01 + First_Wall_Armour_Volume_(m3)___________________________________________ (fw_armour_vol)_______________ 5.8692E+00 + First_Wall_Volume_(m3)__________________________________________________ (volfw)_______________________ 1.9807E+01 + Blanket_Volume_(m3)_____________________________________________________ (volblkt)_____________________ 1.1849E+03 + Shield_Volume_(m3)______________________________________________________ (volshld)_____________________ 7.8520E+02 + Vacuum_vessel_volume_(m3)_______________________________________________ (vdewin)______________________ 1.0178E+03 + First_Wall_Armour_Mass_(kg)_____________________________________________ (fw_armour_mass)______________ 1.1298E+05 OP + First_Wall_Mass,_excluding_armour_(kg)__________________________________ (fwmass)______________________ 1.5449E+05 OP + Blanket_Mass_-_Total(kg)________________________________________________ (whtblkt)_____________________ 2.9676E+06 OP + ____Blanket_Mass_-_TiBe12_(kg)__________________________________________ (whtbltibe12)_________________ 1.0042E+06 OP + ____Blanket_Mass_-_Li4SiO4_(kg)_________________________________________ (whtblli4sio4)________________ 1.0664E+06 OP + ____Blanket_Mass_-_Steel_(kg)___________________________________________ (whtblss)_____________________ 8.9696E+05 OP + Total_mass_of_armour,_first_wall_and_blanket_(kg)_______________________ (armour_fw_bl_mass)___________ 3.2350E+06 OP + Shield_Mass_(kg)________________________________________________________ (whtshld)_____________________ 2.4498E+06 OP + Vacuum_vessel_mass_(kg)_________________________________________________ (vvmass)______________________ 7.9388E+06 OP + Total_nuclear_heating_in_TF+PF_coils_(CS_is_negligible)_(MW)____________ (ptfnuc)______________________ 2.5118E-02 OP + Total_nuclear_heating_in_FW_(MW)________________________________________ (pnucfw)______________________ 1.6315E+02 OP + Total_nuclear_heating_in_the_blanket_(including_emult)_(MW)_____________ (pnucblkt)____________________ 1.2901E+03 OP + Total_nuclear_heating_in_the_shield_(MW)________________________________ (pnucshld)____________________ 1.4138E+00 OP + Total_nuclear_heating_in_the_divertor_(MW)______________________________ (pnucdiv)_____________________ 1.4906E+02 OP + Blanket_exponential_factor______________________________________________ (exp_blanket)_________________ 9.9936E-01 OP + Shield:_first_exponential_______________________________________________ (exp_shield1)_________________ 1.9523E-03 OP + Shield:_second_exponential______________________________________________ (exp_shield2)_________________ 2.5427E-01 OP + Solid_angle_fraction_taken_by_on_divertor_______________________________ (fdiv)________________________ 1.1500E-01 + Switch_for_plant_secondary_cycle________________________________________ (secondary_cycle)_____________ 2 + First_wall_coolant_pressure_(Pa)________________________________________ (fwpressure)__________________ 1.5500E+07 + Blanket_coolant_pressure_(Pa)___________________________________________ (blpressure)__________________ 1.5500E+07 + Allowable_nominal_neutron_fluence_at_first_wall_(MW.year/m2)____________ (abktflnc)____________________ 5.0000E+00 + No_of_inboard_blanket_modules_poloidally________________________________ (nblktmodpi)__________________ 7 + No_of_inboard_blanket_modules_toroidally________________________________ (nblktmodti)__________________ 32 + No_of_outboard_blanket_modules_poloidally_______________________________ (nblktmodpo)__________________ 8 + No_of_outboard_blanket_modules_toroidally_______________________________ (nblktmodto)__________________ 48 + Isentropic_efficiency_of_first_wall_/_blanket_coolant_pumps_____________ (etaiso)______________________ 9.0000E-01 + First_wall_area_(m2)____________________________________________________ (fwarea)______________________ 1.6044E+03 OP + Cryostat_internal_radius_(m)____________________________________________ (rdewex)______________________ 1.7798E+01 OP + Cryostat_internal_half-height_(m)_______________________________________ (zdewex)______________________ 1.5339E+01 OP + Vertical_clearance_from_TF_coil_to_cryostat_(m)_________________________ (clh1)________________________ 5.6044E+00 OP + Divertor_area_(m2)______________________________________________________ (divsur)______________________ 1.4879E+02 OP + Divertor_mass_(kg)______________________________________________________ (divmas)______________________ 3.6453E+04 OP + # Superconducting TF Coil Power Conversion # + TF_coil_current_(kA)____________________________________________________ (itfka)_______________________ 8.9795E+01 OP + Number_of_TF_coils______________________________________________________ (ntfc)________________________ 1.6000E+01 + Voltage_across_a_TF_coil_during_quench_(kV)_____________________________ (vtfskv)______________________ 9.1862E+00 OP + TF_coil_charge_time_(hours)_____________________________________________ (tchghr)______________________ 4.0000E+00 + Total_inductance_of_TF_coils_(H)________________________________________ (ltfth)_______________________ 3.0165E+01 OP + Total_resistance_of_TF_coils_(ohm)______________________________________ (rcoils)______________________ 0.0000E+00 OP + TF_coil_charging_voltage_(V)____________________________________________ (tfcv)________________________ 2.9268E+02 + Number_of_DC_circuit_breakers___________________________________________ (ntfbkr)______________________ 1.6000E+01 + Number_of_dump_resistors________________________________________________ (ndumpr)______________________ 6.4000E+01 + Resistance_per_dump_resistor_(ohm)______________________________________ (r1dump)______________________ 1.0230E-01 OP + Dump_resistor_peak_power_(MW)___________________________________________ (r1ppmw)______________________ 2.0622E+02 OP + Energy_supplied_per_dump_resistor_(MJ)__________________________________ (r1emj)_______________________ 1.9002E+03 OP + TF_coil_L/R_time_constant_(s)___________________________________________ (ttfsec)______________________ 1.8429E+01 OP + Power_supply_voltage_(V)________________________________________________ (tfpsv)_______________________ 3.0731E+02 OP + Power_supply_current_(kA)_______________________________________________ (tfpska)______________________ 9.4285E+01 OP + DC_power_supply_rating_(kW)_____________________________________________ (tfckw)_______________________ 2.8975E+04 OP + AC_power_for_charging_(kW)______________________________________________ (tfackw)______________________ 3.2194E+04 OP + TF_coil_resistive_power_(MW)____________________________________________ (rpower)______________________ 9.3902E+00 OP + TF_coil_inductive_power_(MVA)___________________________________________ (xpower)______________________ 1.6891E+01 OP + Aluminium_bus_current_density_(kA/cm2)__________________________________ (djmka)_______________________ 1.2500E-01 + Aluminium_bus_cross-sectional_area_(cm2)________________________________ (albusa)______________________ 7.1836E+02 OP + Total_length_of_TF_coil_bussing_(m)_____________________________________ (tfbusl)______________________ 3.1931E+03 OP + Aluminium_bus_weight_(tonnes)___________________________________________ (albuswt)_____________________ 6.1932E+02 OP + Total_TF_coil_bus_resistance_(ohm)______________________________________ (rtfbus)______________________ 1.1646E-03 OP + TF_coil_bus_voltage_drop_(V)____________________________________________ (vtfbus)______________________ 1.0457E+02 OP + Dump_resistor_floor_area_(m2)___________________________________________ (drarea)______________________ 4.9234E+03 OP + TF_coil_power_conversion_floor_space_(m2)_______________________________ (tfcfsp)______________________ 1.8228E+03 OP + TF_coil_power_conv._building_volume_(m3)________________________________ (tfcbv)_______________________ 1.0937E+04 OP + TF_coil_AC_inductive_power_demand_(MW)__________________________________ (xpwrmw)______________________ 1.8768E+01 OP + Total_steady_state_AC_power_demand_(MW)_________________________________ (tfacpd)______________________ 1.0434E+01 OP + # PF Coils and Central Solenoid: Power and Energy # + Number_of_PF_coil_circuits______________________________________________ (pfckts)______________________ 1.2000E+01 + Sum_of_PF_power_supply_ratings_(MVA)____________________________________ (spsmva)______________________ 3.0313E+02 OP + Total_PF_coil_circuit_bus_length_(m)____________________________________ (spfbusl)_____________________ 2.4480E+03 OP + Total_PF_coil_bus_resistive_power_(kW)__________________________________ (pfbuspwr)____________________ 9.6485E+02 OP + Total_PF_coil_resistive_power_(kW)______________________________________ (srcktpm)_____________________ 9.6485E+02 OP + Maximum_PF_coil_voltage_(kV)____________________________________________ (vpfskv)______________________ 2.0000E+01 + Efficiency_of_transfer_of_PF_stored_energy_into_or_out_of_storage_______ (etapsu)______________________ 9.0000E-01 + Maximum_stored_energy_in_poloidal_field_(MJ)____________________________ (ensxpfm)_____________________ 2.8804E+04 OP + Peak_absolute_rate_of_change_of_stored_energy_in_poloidal_field_(MW)____ (peakpoloidalpower)___________ 1.7319E+02 OP + # Vacuum System # + First_wall_outgassing_rate_(Pa_m/s)_____________________________________ (rat)_________________________ 1.3000E-08 + Total_outgassing_load_(Pa_m3/s)_________________________________________ (ogas)________________________ 1.6691E-04 OP + Base_pressure_required_(Pa)_____________________________________________ (pbase)_______________________ 5.0000E-04 + Required_N2_pump_speed_(m3/s)___________________________________________ (s(1))________________________ 3.3381E-01 OP + N2_pump_speed_provided_(m3/s)___________________________________________ (snet(1))_____________________ 2.3404E+01 OP + Plasma_chamber_volume_(m3)______________________________________________ (volume)______________________ 2.2588E+03 OP + Chamber_pressure_after_burn_(Pa)________________________________________ (pend)________________________ 1.6698E-01 OP + Chamber_pressure_before_burn_(Pa)_______________________________________ (pstart)______________________ 1.6698E-03 + Allowable_pumping_time_switch___________________________________________ (dwell_pump)__________________ 0 + Dwell_time_between_burns_(s)____________________________________________ (tdwell.)_____________________ 1.8000E+03 + CS_ramp-up_time_burns_(s)_______________________________________________ (tramp.)______________________ 5.0000E+02 + Allowable_pumping_time_between_burns_(s)________________________________ (tpump)_______________________ 1.8000E+03 + Required_D-T_pump_speed_(m3/s)__________________________________________ (s(2))________________________ 5.7790E+00 OP + D-T_pump_speed_provided_(m3/s)__________________________________________ (snet(2))_____________________ 5.6700E+01 OP + Divertor_chamber_gas_pressure_(Pa)______________________________________ (prdiv)_______________________ 3.6000E-01 + Helium_gas_fraction_in_divertor_chamber_________________________________ (fhe)_________________________ 1.7218E-01 OP + Required_helium_pump_speed_(m3/s)_______________________________________ (s(3))________________________ 3.8423E+01 OP + Helium_pump_speed_provided_(m3/s)_______________________________________ (snet(3))_____________________ 3.8423E+01 OP + D-T_fuelling_rate_(kg/s)________________________________________________ (frate)_______________________ 2.7747E-05 OP + Required_D-T_pump_speed_(m3/s)__________________________________________ (s(4))________________________ 3.8423E+01 OP + D-T_pump_speed_provided_(m3/s)__________________________________________ (snet(4))_____________________ 5.6700E+01 OP + Number_of_large_pump_ducts______________________________________________ (nduct)_______________________ 16 + Passage_diameter,_divertor_to_ducts_(m)_________________________________ (d(imax))_____________________ 4.7857E-01 OP + Passage_length_(m)______________________________________________________ (l1)__________________________ 1.7160E+00 OP + Diameter_of_ducts_(m)___________________________________________________ (dout)________________________ 5.7428E-01 OP + Duct_length,_divertor_to_elbow_(m)______________________________________ (l2)__________________________ 4.8000E+00 OP + Duct_length,_elbow_to_pumps_(m)_________________________________________ (l3)__________________________ 2.0000E+00 + Number_of_pumps_________________________________________________________ (pumpn)_______________________ 3.2000E+01 OP + # Plant Buildings System # + Internal_volume_of_reactor_building_(m3)________________________________ (vrci)________________________ 9.9708E+05 + Dist_from_centre_of_torus_to_bldg_wall_(m)______________________________ (wrbi)________________________ 3.9531E+01 + Effective_floor_area_(m2)_______________________________________________ (efloor)______________________ 3.3660E+05 + Reactor_building_volume_(m3)____________________________________________ (rbv)_________________________ 1.1310E+06 + Reactor_maintenance_building_volume_(m3)________________________________ (rmbv)________________________ 3.9641E+05 + Warmshop_volume_(m3)____________________________________________________ (wsv)_________________________ 1.2531E+05 + Tritium_building_volume_(m3)____________________________________________ (triv)________________________ 4.0000E+04 + Electrical_building_volume_(m3)_________________________________________ (elev)________________________ 5.1937E+04 + Control_building_volume_(m3)____________________________________________ (conv)________________________ 6.0000E+04 + Cryogenics_building_volume_(m3)_________________________________________ (cryv)________________________ 1.4976E+04 + Administration_building_volume_(m3)_____________________________________ (admv)________________________ 1.0000E+05 + Shops_volume_(m3)_______________________________________________________ (shov)________________________ 1.0000E+05 + Total_volume_of_nuclear_buildings_(m3)__________________________________ (volnucb)_____________________ 1.5738E+06 + # Electric Power Requirements # + Facility_base_load_(MW)_________________________________________________ (basemw)______________________ 5.0000E+00 + Divertor_coil_power_supplies_(MW)_______________________________________ (bdvmw)_______________________ 0.0000E+00 + Cryoplant_electric_power_(MW)___________________________________________ (crymw)_______________________ 3.6566E+01 OP + Primary_coolant_pumps_(MW)______________________________________________ (htpmw..)_____________________ 1.9053E+02 OP + PF_coil_power_supplies_(MW)_____________________________________________ (ppfmw)_______________________ 8.5511E+01 OP + TF_coil_power_supplies_(MW)_____________________________________________ (ptfmw)_______________________ 1.0434E+01 OP + Plasma_heating_supplies_(MW)____________________________________________ (pheatingmw)__________________ 1.6029E+02 OP + Tritium_processing_(MW)_________________________________________________ (trithtmw..)__________________ 1.5000E+01 + Vacuum_pumps__(MW)______________________________________________________ (vachtmw..)___________________ 5.0000E-01 + Total_pulsed_power_(MW)_________________________________________________ (pacpmw)______________________ 5.5432E+02 OP + Total_base_power_required_at_all_times_(MW)_____________________________ (fcsht)_______________________ 5.5490E+01 OP + # Cryogenics # + Conduction_and_radiation_heat_loads_on_cryogenic_components_(MW)________ (qss/1.0d6)___________________ 1.4779E-02 OP + Nuclear_heating_of_cryogenic_components_(MW)____________________________ (qnuc/1.0d6)__________________ 1.3000E-02 OP + AC_losses_in_cryogenic_components_(MW)__________________________________ (qac/1.0d6)___________________ 3.8170E-03 OP + Resistive_losses_in_current_leads_(MW)__________________________________ (qcl/1.0d6)___________________ 1.9539E-02 OP + 45%_allowance_for_heat_loads_in_transfer_lines,_storage_tanks_etc_(MW)__ (qmisc/1.0d6)_________________ 2.3011E-02 OP + Sum_=_Total_heat_removal_at_cryogenic_temperatures_(tfcoil_variables.tmp (helpow_+_helpow_cryal/1.0d6)_ 7.4146E-02 OP + Temperature_of_cryogenic_superconducting_components_(K)_________________ (tmpcry)______________________ 4.5000E+00 + Temperature_of_cryogenic_aluminium_components_(K)_______________________ (tcoolin)_____________________ 3.1315E+02 + Efficiency_(figure_of_merit)_of_cryogenic_plant_is_13%_of_ideal_Carnot_v ______________________________ 2.0277E-03 OP + Efficiency_(figure_of_merit)_of_cryogenic_aluminium_plant_is_40%_of_idea ______________________________ -2.0203E+00 OP + Electric_power_for_cryogenic_plant_(MW)_________________________________ (crypmw)______________________ 3.6566E+01 OP + # Plant Power / Heat Transport Balance # + Neutron_power_multiplication_in_blanket_________________________________ (emult)_______________________ 1.2690E+00 + Divertor_area_fraction_of_whole_toroid_surface__________________________ (fdiv)________________________ 1.1500E-01 + H/CD_apparatus_+_diagnostics_area_fraction______________________________ (fhcd)________________________ 0.0000E+00 + First_wall_area_fraction________________________________________________ (1-fdiv-fhcd)_________________ 8.8500E-01 + Switch_for_pumping_of_primary_coolant___________________________________ (primary_pumping)_____________ 3 + Mechanical_pumping_power_for_FW_cooling_loop_including_heat_exchanger_(M (htpmw_fw)____________________ 0.0000E+00 OP + Mechanical_pumping_power_for_blanket_cooling_loop_including_heat_exchang (htpmw_blkt)__________________ 0.0000E+00 OP + Mechanical_pumping_power_for_FW_and_blanket_cooling_loop_including_heat_ (htpmw_fw_blkt)_______________ 1.6407E+02 OP + Mechanical_pumping_power_for_divertor_(MW)______________________________ (htpmw_div)___________________ 1.6906E+00 OP + Mechanical_pumping_power_for_shield_and_vacuum_vessel_(MW)______________ (htpmw_shld)__________________ 7.0688E-03 OP + Electrical_pumping_power_for_FW_and_blanket_(MW)________________________ (htpmwe_fw_blkt)______________ 1.8858E+02 OP + Electrical_pumping_power_for_shield_(MW)________________________________ (htpmwe_shld)_________________ 8.1250E-03 OP + Electrical_pumping_power_for_divertor_(MW)______________________________ (htpmwe_div)__________________ 1.9433E+00 OP + Total_electrical_pumping_power_for_primary_coolant_(MW)_________________ (htpmw)_______________________ 1.9053E+02 OP + Coolant_pump_power_/_non-pumping_thermal_power_in_shield________________ (fpumpshld)___________________ 5.0000E-03 + Coolant_pump_power_/_non-pumping_thermal_power_in_divertor______________ (fpumpdiv)____________________ 5.0000E-03 + Electrical_efficiency_of_heat_transport_coolant_pumps___________________ (etahtp)______________________ 8.7000E-01 + Thermal_to_electric_conversion_efficiency_of_the_power_conversion_cycle_ (etath)_______________________ 4.0000E-01 + Fraction_of_total_high-grade_thermal_power_to_divertor__________________ (pdivfraction)________________ 1.5623E-01 + Total_power_leaving_reactor_(across_vacuum_vessel_boundary)_(MW)________ ______________________________ 2.0111E+03 + Heat_removal_from_cryogenic_plant_(MW)__________________________________ (crypmw)______________________ 3.6566E+01 + Heat_removal_from_facilities_(MW)_______________________________________ (fachtmw)_____________________ 5.5490E+01 + Coolant_pumping_efficiency_losses_(MW)__________________________________ (htpsecmw)____________________ 2.4769E+01 + Heat_removal_from_injection_power_(MW)__________________________________ (pinjht)______________________ 8.0143E+01 + Heat_removal_from_tritium_plant_(MW)____________________________________ (trithtmw)____________________ 1.5000E+01 + Heat_removal_from_vacuum_pumps_(MW)_____________________________________ (vachtmw)_____________________ 5.0000E-01 + TF_coil_resistive_power_(MW)____________________________________________ (tfcmw)_______________________ 0.0000E+00 + Total_low-grade_thermal_power_(MW)______________________________________ (psechtmw)____________________ 2.2417E+02 + Total_High-grade_thermal_power_(MW)_____________________________________ (pthermmw)____________________ 2.1751E+03 + Number_of_primary_heat_exchangers_______________________________________ (nphx)________________________ 3 OP + Transport_power_from_scaling_law_(MW)___________________________________ (pscalingmw)__________________ 2.9785E+02 + Radiation_power_from_inside_"coreradius"_(MW)___________________________ (pcoreradmw.)_________________ 9.1650E+01 + Total_(MW)______________________________________________________________ ______________________________ 3.8950E+02 + Alpha_power_deposited_in_plasma_(MW)____________________________________ (falpha*palpmw)_______________ 3.0746E+02 + Power_from_charged_products_of_DD_and/or_D-He3_fusion_(MW)______________ (pchargemw.)__________________ 1.2659E+00 + Ohmic_heating_(MW)______________________________________________________ (pohmmw.)_____________________ 6.2284E-01 + Injected_power_deposited_in_plasma_(MW)_________________________________ (pinjmw)______________________ 8.0143E+01 + Total_(MW)______________________________________________________________ ______________________________ 3.8950E+02 + Fusion_power_(MW)_______________________________________________________ (powfmw)______________________ 1.6202E+03 + Power_from_energy_multiplication_in_blanket_and_shield_(MW)_____________ (emultmw)_____________________ 3.0836E+02 + Injected_power_(MW)_____________________________________________________ (pinjmw.)_____________________ 8.0143E+01 + Ohmic_power_(MW)________________________________________________________ (pohmmw.)_____________________ 6.2284E-01 + Power_deposited_in_primary_coolant_by_pump_(MW)_________________________ (htpmw_mech)__________________ 1.6576E+02 + Total_(MW)______________________________________________________________ ______________________________ 2.1751E+03 + Heat_extracted_from_first_wall_and_blanket_(MW)_________________________ (pthermfw_blkt)_______________ 1.8339E+03 + Heat_extracted_from_shield__(MW)________________________________________ (pthermshld)__________________ 1.4208E+00 + Heat_extracted_from_divertor_(MW)_______________________________________ (pthermdiv)___________________ 3.3982E+02 + Nuclear_and_photon_power_lost_to_H/CD_system_(MW)_______________________ (psechcd)_____________________ 0.0000E+00 + Nuclear_power_lost_to_TF_(MW)___________________________________________ (ptfnuc)______________________ 2.5118E-02 + Total_(MW)______________________________________________________________ ______________________________ 2.1752E+03 + Net_electric_power_output(MW)___________________________________________ (pnetelmw.)___________________ 4.0001E+02 + Required_Net_electric_power_output(MW)__________________________________ (pnetelin)____________________ 4.0000E+02 + Electric_power_for_heating_and_current_drive_(MW)_______________________ (pinjwp)______________________ 1.6029E+02 + Electric_power_for_primary_coolant_pumps_(MW)___________________________ (htpmw)_______________________ 1.9053E+02 + Electric_power_for_vacuum_pumps_(MW)____________________________________ (vachtmw)_____________________ 5.0000E-01 + Electric_power_for_tritium_plant_(MW)___________________________________ (trithtmw)____________________ 1.5000E+01 + Electric_power_for_cryoplant_(MW)_______________________________________ (crypmw)______________________ 3.6566E+01 + Electric_power_for_TF_coils_(MW)________________________________________ (tfacpd)______________________ 1.0434E+01 + Electric_power_for_PF_coils_(MW)________________________________________ (pfwpmw)______________________ 1.2422E+00 + All_other_internal_electric_power_requirements_(MW)_____________________ (fachtmw)_____________________ 5.5490E+01 + Total_(MW)______________________________________________________________ (tot_plant_power)_____________ 8.7006E+02 + Total_(MW)______________________________________________________________ ______________________________ 8.7006E+02 + Gross_electrical_output*_(MW)___________________________________________ (pgrossmw)____________________ 8.7006E+02 + Fusion_power_(MW)_______________________________________________________ (powfmw)______________________ 1.6202E+03 + Power_from_energy_multiplication_in_blanket_and_shield_(MW)_____________ (emultmw)_____________________ 3.0836E+02 + Total_(MW)______________________________________________________________ ______________________________ 1.9285E+03 + Net_electrical_output_(MW) _____________________________________________ (pnetelmw)____________________ 4.0001E+02 + Heat_rejected_by_main_power_conversion_circuit_(MW)_____________________ (rejected_main)_______________ 1.3051E+03 + Heat_rejected_by_other_cooling_circuits_(MW)____________________________ (psechtmw)____________________ 2.2417E+02 + Total_(MW)______________________________________________________________ ______________________________ 1.9293E+03 + Net_electric_power_/_total_nuclear_power_(%)____________________________ (pnetelmw/(powfmw+emultmw)____ 2.0741E+01 + Net_electric_power_/_total_fusion_power_(%)_____________________________ (pnetelmw/powfmw)_____________ 2.4689E+01 + Gross_electric_power*_/_high_grade_heat_(%)_____________________________ (etath)_______________________ 4.0000E+01 + Recirculating_power_fraction____________________________________________ (cirpowfr)____________________ 5.4025E-01 + # Water usage during plant operation (secondary cooling) # + Volume_used_in_cooling_tower_(m3/day)___________________________________ (waterusetower)_______________ 5.5485E+04 OP + Volume_used_in_recirculating_water_system_(m3/day)______________________ (wateruserecirc)______________ 1.8617E+04 OP + Volume_used_in_once-through_water_system_(m3/day)_______________________ (wateruseonethru)_____________ 1.8244E+06 OP + # Errors and Warnings # + # Errors and Warnings # + PROCESS_error_status_flag_______________________________________________ (error_status)________________ 2 + Final_error_identifier__________________________________________________ (error_id)____________________ 244 + # End of PROCESS Output # + # End of PROCESS Output # + # Copy of PROCESS Input Follows # +************************************************************************************************************************ +***** ***** +***** Generic large tokamak file ***** +***** James Morris, UKAEA ***** +***** 28/06/23 ***** +***** ***** +************************************************************************* + +* Run Information * +******************* + +runtitle = Generic large tokamak + +* Figure of merit - minimise major radius +minmax = 1 + +* Error tolerance for VMCON +epsvmc = 1e-7 + +* Constraint Equations - Consistency Equations * +************************************************ + +* Beta consistency * +*------------------* +icc = 1 +ixc = 5 * beta +beta = 0.03 + +* Global power balance * +*----------------------* +icc = 2 + +* Radial build consistency * +*--------------------------* +icc = 11 + +* Constraint Equations - Limit Equations * +****************************************** + +* Density upper limit * +*---------------------* +icc = 5 +ixc = 6 * dene [m-3] +fdene = 1.2 +dene = 7.5E19 + +* Neutron wall load upper limit * +*-------------------------------* +icc = 8 +ixc = 14 * fwalld +fwalld = 1.0 +* wall load limit [MW/m2] +walalw = 2.0 + +* Fusion power upper limit * +*--------------------------* + +icc = 9 +ixc = 26 * ffuspow +* Maximum allowable value fusion power [MW] +powfmax = 3000 + +* Burn time lower limit * +*-----------------------* +icc = 13 +ixc = 21 * ftburn +* minimum burn time [s] +tbrnmn = 7200.0 + +* L-H threshold scaling * +*-----------------------* +icc = 15 +ixc = 103 * flhthresh +boundu(103) = 10.0 + +* Injection power upper limit * +*-----------------------------* +icc = 30 +ixc = 46 * fpinj +* Maximum allowable value for injected power [MW] +pinjalw = 200.0 + +* Net electric power lower limit * +*--------------------------------* +icc = 16 +ixc = 25 * fpnetel +* Minimum allowable value for net eletric power [MW] +pnetelin = 400.0 + +* Beta upper limit * +*------------------* +icc = 24 +ixc = 36 * fbetatry +fbetatry = 0.5 + +* Max TF field * +*--------------* +icc = 25 +ixc = 35 * fpeakb +* Maximum allowable value for toroidal magnetic field [T] +bmxlim = 14.0 + +* Central solenoid EOF current density upper limit * +*--------------------------------------------------* +icc = 26 +ixc = 37 * coheof [A/m2] +ixc = 38 * fjohc +boundu(38) = 1.0 +coheof = 1.5E7 +fjohc = 0.6 + +* Central solenoid BOP current density upper limit * +*--------------------------------------------------* +icc = 27 +ixc = 39 * fjohc0 +ixc = 41 * fcohbop +boundu(39) = 1.0 +fjohc0 = 0.6 +fcohbop = 0.9 + +* I_op/I_Crit TF coil limit * +*---------------------------* +icc = 33 +ixc = 50 * fiooic +boundu(50) = 1.0 +fiooic = 0.65 + +* Dump voltage upper limit * +*--------------------------* +icc = 34 +ixc = 51 * fvdump +ixc = 52 * vdalw [kV] +boundu(52) = 10.0 +fvdump = 1.0 +vdalw = 10.0 + +* J_winding pack protection * +*---------------------------* +icc = 35 +ixc = 53 * fjprot +fjprot = 1.0 + +* TF temp marg lower limit * +*--------------------------* +icc = 36 +ixc = 54 * ftmargtf +* Minimum allowable temperature margin [K] +tmargmin = 1.5 + +* CS coil temp margin lower limit * +*---------------------------------* +icc = 60 +ixc = 106 * ftmargoh +tmargmin_cs = 1.5 + +* Lower limit on taup/taueff (ratio alpha particle/energy confinement times) * +*-------------------------------------------------------------------------------* +icc = 62 +ixc = 110 * ftaulimit +taulimit = 5.0 + +* dump time constraint for VV stresses * +*--------------------------------------* +icc = 65 +ixc = 113 * fmaxvvstress +fmaxvvstress = 1.0 + +* CS stress limit * +*-----------------* +icc = 72 +ixc = 123 * foh_stress +foh_stress = 1.0 +* allowable hoop stress in Central Solenoid structural material [Pa] +alstroh = 7.5D8 + +* neped Date: Thu, 25 Apr 2024 09:32:03 +0100 Subject: [PATCH 09/13] Add normalisation to docstring --- process/io/plot_solutions.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/process/io/plot_solutions.py b/process/io/plot_solutions.py index 094a78fc38..8347d5daa5 100644 --- a/process/io/plot_solutions.py +++ b/process/io/plot_solutions.py @@ -1,11 +1,11 @@ """Plot solution vectors from MFILEs to compare them. This tool plots multiple solutions, or their differences, to allow comparisons -of the solution vectors and objective function values. +of the solution vectors and objective function values. It allows normalisation +to a given solution as well as plotting RMSEs relative to it. -This tool can: -1. Plot solutions from any number of arbitrary MFILEs, or their differences -(plot_mfile_solutions()) +If the MFILE is the result of a parameter scan, only the last point is plotted +currently. """ from process.io.mfile import MFile From 32e2b71e3cb43146d6f63686e3b824794c887390 Mon Sep 17 00:00:00 2001 From: Jonathan Maddock <78556175+jonmaddock@users.noreply.github.com> Date: Thu, 25 Apr 2024 11:19:18 +0100 Subject: [PATCH 10/13] Return plot_solutions() fig for further modification --- examples/plot_solutions.ipynb | 46 +++++++++------ examples/plot_solutions.py | 74 ++++++++++++++++++++---- process/io/plot_solutions.py | 20 +++++-- tests/integration/test_plot_solutions.py | 2 +- 4 files changed, 104 insertions(+), 38 deletions(-) diff --git a/examples/plot_solutions.ipynb b/examples/plot_solutions.ipynb index 0abce1abba..b1e601945f 100644 --- a/examples/plot_solutions.ipynb +++ b/examples/plot_solutions.ipynb @@ -157,10 +157,12 @@ " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", "]\n", "\n", - "plot_mfile_solutions(\n", + "# Figure and dataframe returned for optional further modification\n", + "fig1, df1 = plot_mfile_solutions(\n", " runs_metadata=runs_metadata,\n", " plot_title=\"Large tokamak solution 1\",\n", - ")" + ")\n", + "df1" ] }, { @@ -302,7 +304,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -317,10 +319,11 @@ " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", "]\n", "\n", - "plot_mfile_solutions(\n", + "fig2, df2 = plot_mfile_solutions(\n", " runs_metadata=runs_metadata,\n", " plot_title=\"2 large tokamak solutions\",\n", - ")" + ")\n", + "df2" ] }, { @@ -472,12 +475,13 @@ } ], "source": [ - "plot_mfile_solutions(\n", + "fig3, df3 = plot_mfile_solutions(\n", " runs_metadata=runs_metadata,\n", " plot_title=\"Large tokamak 2 solution, relative to large tokamak 1\",\n", " normalise=True,\n", " normalising_tag=\"large tokamak 1\",\n", - ")" + ")\n", + "df3" ] }, { @@ -647,7 +651,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -663,12 +667,13 @@ " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", "]\n", "\n", - "plot_mfile_solutions(\n", + "fig4, df4 = plot_mfile_solutions(\n", " runs_metadata,\n", " \"2 large tokamak solutions, relative to large tokamak 1\",\n", " normalise=True,\n", " normalising_tag=\"large tokamak 1\",\n", - ")" + ")\n", + "df4" ] }, { @@ -865,7 +870,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] @@ -882,13 +887,14 @@ " RunMetadata(data_dir / \"large_tokamak_4_MFILE.DAT\", \"large tokamak 4\"),\n", "]\n", "\n", - "plot_mfile_solutions(\n", + "fig5, df5 = plot_mfile_solutions(\n", " runs_metadata,\n", " \"3 large tokamak solutions with RMS errors normalised to large tokamak 1\",\n", " normalise=True,\n", " normalising_tag=\"large tokamak 1\",\n", " rmse=True,\n", - ")" + ")\n", + "df5" ] }, { @@ -1085,7 +1091,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] @@ -1102,12 +1108,13 @@ " RunMetadata(data_dir / \"large_tokamak_4_MFILE.DAT\", \"large tokamak 4\"),\n", "]\n", "\n", - "plot_mfile_solutions(\n", + "fig6, df6 = plot_mfile_solutions(\n", " runs_metadata,\n", " \"4 large tokamak solutions normalised to the range of the optimisation parameters\",\n", " normalise=False,\n", " normalisation_type=\"range\",\n", - ")" + ")\n", + "df6" ] }, { @@ -1302,7 +1309,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -1319,12 +1326,13 @@ " RunMetadata(data_dir / \"large_tokamak_4_MFILE.DAT\", \"large tokamak 4\"),\n", "]\n", "\n", - "plot_mfile_solutions(\n", + "fig7, df7 = plot_mfile_solutions(\n", " runs_metadata,\n", " \"4 large tokamak solutions normalised to the range of the optimisation parameters\",\n", " normalise=False,\n", " normalisation_type=None,\n", - ")" + ")\n", + "df7" ] } ], diff --git a/examples/plot_solutions.py b/examples/plot_solutions.py index 74b4c41c80..31c2384ce1 100644 --- a/examples/plot_solutions.py +++ b/examples/plot_solutions.py @@ -2,12 +2,16 @@ # # `plot_solutions` Solution Comparison Tool # # This tool plots the solution vectors (i.e. final values of optimisation parameters) for different runs of PROCESS. This allows visual comparisons of different solution points. +# +# It can use different intra-solution optimisation parameter normalisations (e.g. initial value, parameter range) and inter-solution normalisations (e.g. normalise to a certain solution). +# +# ### Known Limitations +# +# - The solution vectors (optimisation parameter values at the solution) currently plotted are normalised to the initial point (from the `IN.DAT`) of each solution: each element of the vector is the $x_{final}/x_{initial}$, the `xcmxxx` values in the `MFILE.DAT`. This allows all optimisation parameters to be plotted on the same axis, showing the relative changes from their initial values across multiple solutions. +# - Solutions being plotted together must also have the same optimisation parameters. +# - The solutions plotted in this example are fictitious. # %% -# Reload Process each time (keep editable install up-to-date) -# %load_ext autoreload -# %autoreload 2 - from process.io.plot_solutions import RunMetadata, plot_mfile_solutions from pathlib import Path @@ -22,10 +26,12 @@ RunMetadata(data_dir / "large_tokamak_1_MFILE.DAT", "large tokamak 1"), ] -plot_mfile_solutions( +# Figure and dataframe returned for optional further modification +fig1, df1 = plot_mfile_solutions( runs_metadata=runs_metadata, plot_title="Large tokamak solution 1", ) +df1 # %% [markdown] # ## Plot two solutions @@ -38,10 +44,11 @@ RunMetadata(data_dir / "large_tokamak_2_MFILE.DAT", "large tokamak 2"), ] -plot_mfile_solutions( +fig2, df2 = plot_mfile_solutions( runs_metadata=runs_metadata, plot_title="2 large tokamak solutions", ) +df2 # %% [markdown] # ## Plot one solution normalised to another @@ -49,12 +56,13 @@ # Normalised differences, relative to the a given solution, can also be plotted: # %% -plot_mfile_solutions( +fig3, df3 = plot_mfile_solutions( runs_metadata=runs_metadata, plot_title="Large tokamak 2 solution, relative to large tokamak 1", normalise=True, normalising_tag="large tokamak 1", ) +df3 # %% [markdown] # ## Plot multiple solutions normalised by one @@ -68,12 +76,13 @@ RunMetadata(data_dir / "large_tokamak_3_MFILE.DAT", "large tokamak 3"), ] -plot_mfile_solutions( +fig4, df4 = plot_mfile_solutions( runs_metadata, "2 large tokamak solutions, relative to large tokamak 1", normalise=True, normalising_tag="large tokamak 1", ) +df4 # %% [markdown] # ## RMS Errors @@ -88,10 +97,51 @@ RunMetadata(data_dir / "large_tokamak_4_MFILE.DAT", "large tokamak 4"), ] -plot_mfile_solutions( +fig5, df5 = plot_mfile_solutions( runs_metadata, - "4 large tokamak solutions with RMS errors normalised to large tokamak 2", - normalise=False, - normalising_tag="large tokamak 2", + "3 large tokamak solutions with RMS errors normalised to large tokamak 1", + normalise=True, + normalising_tag="large tokamak 1", rmse=True, ) +df5 + +# %% [markdown] +# ## Solutions normalised by range +# +# Use `nitvar` values instead; the solution optimisation parameters are normalised to the range of their upper and lower bounds. + +# %% +runs_metadata = [ + RunMetadata(data_dir / "large_tokamak_1_MFILE.DAT", "large tokamak 1"), + RunMetadata(data_dir / "large_tokamak_2_MFILE.DAT", "large tokamak 2"), + RunMetadata(data_dir / "large_tokamak_3_MFILE.DAT", "large tokamak 3"), + RunMetadata(data_dir / "large_tokamak_4_MFILE.DAT", "large tokamak 4"), +] + +fig6, df6 = plot_mfile_solutions( + runs_metadata, + "4 large tokamak solutions normalised to the range of the optimisation parameters", + normalise=False, + normalisation_type="range", +) +df6 + +# %% [markdown] +# ## Actual values + +# %% +runs_metadata = [ + RunMetadata(data_dir / "large_tokamak_1_MFILE.DAT", "large tokamak 1"), + RunMetadata(data_dir / "large_tokamak_2_MFILE.DAT", "large tokamak 2"), + RunMetadata(data_dir / "large_tokamak_3_MFILE.DAT", "large tokamak 3"), + RunMetadata(data_dir / "large_tokamak_4_MFILE.DAT", "large tokamak 4"), +] + +fig7, df7 = plot_mfile_solutions( + runs_metadata, + "4 large tokamak solutions normalised to the range of the optimisation parameters", + normalise=False, + normalisation_type=None, +) +df7 diff --git a/process/io/plot_solutions.py b/process/io/plot_solutions.py index 8347d5daa5..b094cf62ab 100644 --- a/process/io/plot_solutions.py +++ b/process/io/plot_solutions.py @@ -14,10 +14,11 @@ import numpy as np import matplotlib.pyplot as plt +import matplotlib as mpl import logging import seaborn as sns from dataclasses import dataclass, asdict -from typing import Optional, Sequence, List, Dict +from typing import Optional, Sequence, List, Dict, Tuple # Variables of interest in mfiles and subsequent dataframes @@ -54,7 +55,7 @@ def plot_mfile_solutions( normalising_tag: Optional[str] = None, rmse: Optional[bool] = False, normalisation_type: Optional[str] = "init", -) -> pd.DataFrame: +) -> Tuple[mpl.figure.Figure, pd.DataFrame]: """Plot multiple solutions, optionally normalised by a given solution. :param runs_metadata: list of RunMetadata objects @@ -69,6 +70,8 @@ def plot_mfile_solutions( :type rmse: bool, optional :param normalisation_type: opt param normalisation to use: one of ["init", "range", None], defaults to "init" :type normalisation_type: str, optional + :return: figure and dataframe of solutions + :rtype: Tuple[mpl.figure.Figure, pd.DataFrame] """ # Determine type of normalised opt params to plot (i.e. itvar, xcm or nitvar) if normalisation_type == "init": @@ -108,7 +111,7 @@ def plot_mfile_solutions( # Don't plot RMS errors rmse_df = None - _plot_solutions( + fig = _plot_solutions( plot_results_df, opt_param_value_pattern=opt_param_value_pattern, plot_title=plot_title, @@ -118,8 +121,9 @@ def plot_mfile_solutions( normalisation_type=normalisation_type, ) - # TODO Should return ax too? - return filtered_results_df + # Return fig for optional further customisation + # fig as varying numbers of axes depending on plot type + return fig, filtered_results_df def _extract_mfile_data(mfile_path: Path) -> Dict: @@ -306,7 +310,7 @@ def _plot_solutions( normalise: bool, normalising_tag: str, rmse_df: pd.DataFrame, -): +) -> mpl.figure.Figure: """Plot multiple solutions, optionally normalised by a given solution. :param diffs_df: normalised diffs for optimisation parameters and objective function @@ -323,6 +327,8 @@ def _plot_solutions( :type normalising_tag: str :param rmse_df: RMS errors relative to reference solution :type rmse_df: pd.DataFrame + :return: figure containing varying numbers of axes + :rtype: mpl.figure.Figure """ # Separate optimisation parameters and objective dfs opt_params_df = diffs_df.filter( @@ -524,6 +530,8 @@ def _plot_solutions( ax_rmse.set_ylabel("") ax_rmse.get_legend().remove() + return fig + def _rms_errors( results_df: pd.DataFrame, diff --git a/tests/integration/test_plot_solutions.py b/tests/integration/test_plot_solutions.py index addd5b0367..ce26f59e8d 100644 --- a/tests/integration/test_plot_solutions.py +++ b/tests/integration/test_plot_solutions.py @@ -30,7 +30,7 @@ def test_plot_mfile_solutions(run_metadata: Sequence[RunMetadata]): :type run_metadata: Sequence[RunMetadata] """ - results_df = plot_mfile_solutions( + _, results_df = plot_mfile_solutions( runs_metadata=run_metadata, plot_title="3 large tokamak solutions" ) From 88aae480fadd05060084f5e2cee1653d6317e239 Mon Sep 17 00:00:00 2001 From: Jonathan Maddock <78556175+jonmaddock@users.noreply.github.com> Date: Fri, 26 Apr 2024 08:49:52 +0100 Subject: [PATCH 11/13] Guard against 0-valued opt param when normalising --- process/io/plot_solutions.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/process/io/plot_solutions.py b/process/io/plot_solutions.py index b094cf62ab..55321bbbd6 100644 --- a/process/io/plot_solutions.py +++ b/process/io/plot_solutions.py @@ -252,6 +252,12 @@ def _normalise_diffs( # Calculate the normalised differences between multiple solutions # for optimisation parameters normalising_soln_opt_params_np = normalising_soln_opt_params.to_numpy() + if (normalising_soln_opt_params_np == 0).any(): + zero_indexes = np.nonzero(normalising_soln_opt_params_np == 0)[0] + raise ValueError( + f"Can't normalise with 0-valued optimisation parameter at index {str(zero_indexes)}." + ) + normalised_solns_opt_params = ( non_normalising_solns_opt_params - normalising_soln_opt_params_np ) / abs(normalising_soln_opt_params_np) From 763bbfad2adb13603565d0dd3f07bd44fe655fa5 Mon Sep 17 00:00:00 2001 From: Jonathan Maddock <78556175+jonmaddock@users.noreply.github.com> Date: Fri, 26 Apr 2024 10:21:39 +0100 Subject: [PATCH 12/13] Simplify to use only normalising_tag argument --- examples/plot_solutions.ipynb | 5 ----- examples/plot_solutions.py | 5 ----- process/io/plot_solutions.py | 32 +++++++++++--------------------- 3 files changed, 11 insertions(+), 31 deletions(-) diff --git a/examples/plot_solutions.ipynb b/examples/plot_solutions.ipynb index b1e601945f..c64f6de664 100644 --- a/examples/plot_solutions.ipynb +++ b/examples/plot_solutions.ipynb @@ -478,7 +478,6 @@ "fig3, df3 = plot_mfile_solutions(\n", " runs_metadata=runs_metadata,\n", " plot_title=\"Large tokamak 2 solution, relative to large tokamak 1\",\n", - " normalise=True,\n", " normalising_tag=\"large tokamak 1\",\n", ")\n", "df3" @@ -670,7 +669,6 @@ "fig4, df4 = plot_mfile_solutions(\n", " runs_metadata,\n", " \"2 large tokamak solutions, relative to large tokamak 1\",\n", - " normalise=True,\n", " normalising_tag=\"large tokamak 1\",\n", ")\n", "df4" @@ -890,7 +888,6 @@ "fig5, df5 = plot_mfile_solutions(\n", " runs_metadata,\n", " \"3 large tokamak solutions with RMS errors normalised to large tokamak 1\",\n", - " normalise=True,\n", " normalising_tag=\"large tokamak 1\",\n", " rmse=True,\n", ")\n", @@ -1111,7 +1108,6 @@ "fig6, df6 = plot_mfile_solutions(\n", " runs_metadata,\n", " \"4 large tokamak solutions normalised to the range of the optimisation parameters\",\n", - " normalise=False,\n", " normalisation_type=\"range\",\n", ")\n", "df6" @@ -1329,7 +1325,6 @@ "fig7, df7 = plot_mfile_solutions(\n", " runs_metadata,\n", " \"4 large tokamak solutions normalised to the range of the optimisation parameters\",\n", - " normalise=False,\n", " normalisation_type=None,\n", ")\n", "df7" diff --git a/examples/plot_solutions.py b/examples/plot_solutions.py index 31c2384ce1..1b5a7ffa68 100644 --- a/examples/plot_solutions.py +++ b/examples/plot_solutions.py @@ -59,7 +59,6 @@ fig3, df3 = plot_mfile_solutions( runs_metadata=runs_metadata, plot_title="Large tokamak 2 solution, relative to large tokamak 1", - normalise=True, normalising_tag="large tokamak 1", ) df3 @@ -79,7 +78,6 @@ fig4, df4 = plot_mfile_solutions( runs_metadata, "2 large tokamak solutions, relative to large tokamak 1", - normalise=True, normalising_tag="large tokamak 1", ) df4 @@ -100,7 +98,6 @@ fig5, df5 = plot_mfile_solutions( runs_metadata, "3 large tokamak solutions with RMS errors normalised to large tokamak 1", - normalise=True, normalising_tag="large tokamak 1", rmse=True, ) @@ -122,7 +119,6 @@ fig6, df6 = plot_mfile_solutions( runs_metadata, "4 large tokamak solutions normalised to the range of the optimisation parameters", - normalise=False, normalisation_type="range", ) df6 @@ -141,7 +137,6 @@ fig7, df7 = plot_mfile_solutions( runs_metadata, "4 large tokamak solutions normalised to the range of the optimisation parameters", - normalise=False, normalisation_type=None, ) df7 diff --git a/process/io/plot_solutions.py b/process/io/plot_solutions.py index 55321bbbd6..f5a1d78b42 100644 --- a/process/io/plot_solutions.py +++ b/process/io/plot_solutions.py @@ -18,7 +18,7 @@ import logging import seaborn as sns from dataclasses import dataclass, asdict -from typing import Optional, Sequence, List, Dict, Tuple +from typing import Optional, Sequence, List, Dict, Tuple, Union # Variables of interest in mfiles and subsequent dataframes @@ -51,7 +51,6 @@ class RunMetadata: def plot_mfile_solutions( runs_metadata: Sequence[RunMetadata], plot_title: str, - normalise: Optional[bool] = False, normalising_tag: Optional[str] = None, rmse: Optional[bool] = False, normalisation_type: Optional[str] = "init", @@ -62,9 +61,8 @@ def plot_mfile_solutions( :type runs_metadata: Sequence[RunMetadata] :param plot_title: title of plot :type plot_title: str - :param normalise: normalise optimisation parameters to a given solution, defaults to False - :type normalise: Optional[bool], optional - :param normalising_tag: tag for solution to normalise with, defaults to None + :param normalising_tag: tag for solution to normalise with. If provided, + normalise, otherwise don't, defaults to None :type normalising_tag: str, optional :param rmse: plot RMS errors relative to reference solution, defaults to False :type rmse: bool, optional @@ -89,7 +87,7 @@ def plot_mfile_solutions( results_df, opt_param_value_pattern=opt_param_value_pattern ) - if normalise: + if normalising_tag is not None: # Calculate the normalised diffs relative to the tagged solution plot_results_df = _normalise_diffs( filtered_results_df, @@ -115,7 +113,6 @@ def plot_mfile_solutions( plot_results_df, opt_param_value_pattern=opt_param_value_pattern, plot_title=plot_title, - normalise=normalise, rmse_df=rmse_df, normalising_tag=normalising_tag, normalisation_type=normalisation_type, @@ -174,21 +171,17 @@ def _create_df_from_run_metadata(runs_metadata: Sequence[RunMetadata]) -> pd.Dat def _separate_norm_solution( - results_df: pd.DataFrame, normalising_tag: Optional[str] = None + results_df: pd.DataFrame, normalising_tag: str ) -> tuple[pd.DataFrame]: """Separate solutions df into normalising row and rows to be normalised. :param results_df: multiple solutions dataframe :type results_df: pd.DataFrame - :param normalising_tag: tag to identify row to normalise with, defaults to None - :type normalising_tag: Optional[str], optional + :param normalising_tag: tag to identify row to normalise with + :type normalising_tag: str :return: normalising row, rows to be normalised :rtype: tuple[pd.DataFrame] """ - # If no normalising tag specified, use first solution to normalise - if normalising_tag is None: - normalising_tag = results_df.loc[0][TAG] - # Split results into normalising and non-normalising solutions normalising_soln = results_df[results_df[TAG] == normalising_tag] non_normalising_solns = results_df[results_df[TAG] != normalising_tag] @@ -313,8 +306,7 @@ def _plot_solutions( normalisation_type: str, opt_param_value_pattern: str, plot_title: str, - normalise: bool, - normalising_tag: str, + normalising_tag: Union[str, None], rmse_df: pd.DataFrame, ) -> mpl.figure.Figure: """Plot multiple solutions, optionally normalised by a given solution. @@ -327,10 +319,8 @@ def _plot_solutions( :type opt_param_value_pattern: str :param plot_title: title of plot :type plot_title: str - :param normalise: normalise optimisation parameters to a given solution - :type normalise: bool - :param normalising_tag: tag for normalising solution - :type normalising_tag: str + :param normalising_tag: tag for normalising solution, if any + :type normalising_tag: Union[str, None] :param rmse_df: RMS errors relative to reference solution :type rmse_df: pd.DataFrame :return: figure containing varying numbers of axes @@ -436,7 +426,7 @@ def _plot_solutions( else: x_axis_label = "Value" - if normalise: + if normalising_tag is not None: x_axis_label += f", normalised to {normalising_tag}" # Plot optimisation parameters From b65ad4b5c6a5487f9efc173db04a9a637aca8740 Mon Sep 17 00:00:00 2001 From: Jonathan Maddock <78556175+jonmaddock@users.noreply.github.com> Date: Fri, 26 Apr 2024 10:53:49 +0100 Subject: [PATCH 13/13] Correct type hints --- process/io/plot_solutions.py | 24 +++++++++++++++--------- 1 file changed, 15 insertions(+), 9 deletions(-) diff --git a/process/io/plot_solutions.py b/process/io/plot_solutions.py index f5a1d78b42..2de7875d84 100644 --- a/process/io/plot_solutions.py +++ b/process/io/plot_solutions.py @@ -52,7 +52,7 @@ def plot_mfile_solutions( runs_metadata: Sequence[RunMetadata], plot_title: str, normalising_tag: Optional[str] = None, - rmse: Optional[bool] = False, + rmse: bool = False, normalisation_type: Optional[str] = "init", ) -> Tuple[mpl.figure.Figure, pd.DataFrame]: """Plot multiple solutions, optionally normalised by a given solution. @@ -99,6 +99,12 @@ def plot_mfile_solutions( plot_results_df = filtered_results_df if rmse: + if normalising_tag is None: + raise ValueError( + "RMSE plot requires normalising_tag to be specified: which " + "solution are the errors relative to?" + ) + # Calcualte RMS errors relative to normalising tag solution rmse_df = _rms_errors( results_df=results_df, @@ -172,7 +178,7 @@ def _create_df_from_run_metadata(runs_metadata: Sequence[RunMetadata]) -> pd.Dat def _separate_norm_solution( results_df: pd.DataFrame, normalising_tag: str -) -> tuple[pd.DataFrame]: +) -> Tuple[pd.DataFrame]: """Separate solutions df into normalising row and rows to be normalised. :param results_df: multiple solutions dataframe @@ -180,7 +186,7 @@ def _separate_norm_solution( :param normalising_tag: tag to identify row to normalise with :type normalising_tag: str :return: normalising row, rows to be normalised - :rtype: tuple[pd.DataFrame] + :rtype: Tuple[pd.DataFrame] """ # Split results into normalising and non-normalising solutions normalising_soln = results_df[results_df[TAG] == normalising_tag] @@ -217,7 +223,7 @@ def _filter_opt_params( def _normalise_diffs( results_df: pd.DataFrame, opt_param_value_pattern: str, - normalising_tag: Optional[str] = None, + normalising_tag: str, ) -> pd.DataFrame: """Normalise differences of multiple solutions with a normalising solution. @@ -225,8 +231,8 @@ def _normalise_diffs( :type results_df: pandas.DataFrame :param opt_param_value_pattern: normalisation type for opt params in mfile :type opt_param_value_pattern: str - :param normalising_tag: tag to normalise other solutions with, defaults to None - :type normalising_tag: str, optional + :param normalising_tag: tag to normalise other solutions with + :type normalising_tag: str :return: normalised differences :rtype: pandas.DataFrame """ @@ -532,7 +538,7 @@ def _plot_solutions( def _rms_errors( results_df: pd.DataFrame, opt_param_value_pattern: str, - normalising_tag: Optional[str] = None, + normalising_tag: str, ) -> pd.DataFrame: """Calculate RMS errors between different solutions. @@ -541,8 +547,8 @@ def _rms_errors( :type results_df: pandas.DataFrame :param opt_param_value_pattern: normalisation type for opt params in mfile :type opt_param_value_pattern: str - :param normalising_tag: tag to calculate percentage changes against, defaults to None - :type normalising_tag: str, optional + :param normalising_tag: tag to calculate RMSEs against + :type normalising_tag: str :return: RMS errors for each solution :rtype: pandas.DataFrame """