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battery-storage

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Home Assistant integration for EcoFlow energy devices: PowerOcean, PowerOcean Plus, Delta 2 Max, Delta 3, Smart Plug, Stream, Stream Micro, STREAM AC 5000 and STREAM 5000. Standard mode via the official API, plus a faster enhanced mode.

  • Updated Aug 27, 2026
  • Python

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.

  • Updated Feb 19, 2025
  • Python

Smart Nanogrid Gym is an OpenAI Gym environment for simulation of a smart nanogrid incorporating renewable energy systems, battery energy storage systems, electric vehicle charging station, grid connection, a connected building and using vehicle-to-everything methodology.

  • Updated May 22, 2023
  • Jupyter Notebook

Anticipatory Deep Q-Network for microgrid energy management. A PyTorch reinforcement learning agent that reaches 98.8% load coverage and 99.2% evening reliability against a 71.5% rule-based baseline, with economic payback analysis.

  • Updated Jun 7, 2026
  • Python

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