Code Repository for: "Multitask Learning for Estimating Power Plant Greenhouse Gas Emissions from Satellite Imagery" from NeurIPS 2021 Workshop on "Tackling Climate Change with Machine Learning"
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Updated
Jul 10, 2024 - Python
Code Repository for: "Multitask Learning for Estimating Power Plant Greenhouse Gas Emissions from Satellite Imagery" from NeurIPS 2021 Workshop on "Tackling Climate Change with Machine Learning"
A basic interactive dashboard with streamlit, plotly and powerplantmatching.
Simulation package for parametric optimization of a two-phase geothermal source ORC powerplant using TESPy
OpenPyTEA: An open-source python toolkit for techno-economic assessment of process plants with economic sensitivity and uncertainty evaluation
Digital Twin for Combined Cycle Power Plant Control and Monitoring using MATLAB/Simulink and Python
This repository contains working notebooks and data files for the Platinum Jamat Khana's data wrangling online classes.
Is a tool for calculating process of power generating plant from geothermal energy resources.
Coauthored project comparing ANFIS and machine learning models for forecasting electricity production in a combined cycle power plant. Forked from ear-analytics.
Given some data regarding power plants, clean the data to a useable format, and visualise the data.
Deep learning regression project that predicts power plant energy output using an Artificial Neural Network (PyTorch) with live deployment via Streamlit.
Resources for the N3uron&balena demo on AWS
EU Power Plants Exploratory Data Analysis.
MILP optimization model for a gas-fired power plant — maximizes profit under start-up constraints, limited starts/hours, and uncertain power/gas/CO₂ prices using PuLP + CBC.
i used NSGA-II algorithm (genetic algorithm) in python for finding the best maintaining schedule of Units within 4 intervals
Personal machine learning project for predicting specific emissions of power plants in Europe
Punch List API - Pending Registration - Back-end
SCADA system implemented in Node-RED. It includes customizable data visualization tabs, a login panel and a login log.
Punch-List - Pending Registration - Front-end
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