Home Assistant Energy Optimiser
Smart Home Assistant integration for heat pump optimization based on electricity price and temperature.
Intelligent Power Management & Task Scheduling for Real-Time Embedded Systems | Reinforcement Learning meets DVFS for Maximum Efficiency
Software controller for efficient charging of electric vehicles using home solar power
Entity forecast
AI-Powered Building Energy Management System with 91%+ ML Accuracy
Energy storage, PV(renewable) generation, Grid Optimization
AI based heat pump optimisation. Cheaper and greener heating
Dynamic load cutoff optimization for Home Assistant using Nordpool 15-minute spot pricing
Multi-AI Agent Energy Management System with HILS simulation, Hybrid AI (ML+LLM), and MCP Runtime - Real-time visualization demo for smart grid optimization
Energy system simulation framework that optimizes generation portfolios using AI-based genetic algorithms. Models hourly power dispatch, battery management, and source failures over multi-year horizons to evaluate reliability and economic performance of diverse energy mixes.
Customized environment utilizing the OpenAI Gym library for controlling battery energy storage systems in multi-microgrids
A Python-based home energy system simulator for optimizing solar, battery, and grid power flows using configurable strategies
⚡ AI-powered energy consumption prediction app. Flutter + FastAPI + ML. Reduce bills & carbon footprint . Smart energy optimization! 🌱
RESTful API for 'ewh-flex' project, developed within the scope of European Project ENERSHARE
Official implementation of QPPONet — hybrid DQN-PPO RL agent for adaptive BMS control in EVs. Published in Scientific Reports (Nature Portfolio), 2026.
Reinforcement learning system that optimizes energy distribution, predicts demand patterns, and prevents blackouts in smart power grids.
Optimisation énergétique d'un bâtiment intelligent via PPO.
⚡ Simulate and visualize energy management with a multi-agent AI framework for real-time insights and efficient resource utilization.
# LQG FTL Metric Engineering
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