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ShengrenHou/README.md

Hi, I'm Shengren Hou πŸ‘‹ I'm a researcher & quant trader passionate about the energy transition.

Hi πŸ‘‹, I'm Shengren Hou

PhD at TU Delft | Founder of Energy Quant Research Institution
Passionate about Power Markets, AI Applications, and the Future of Clean Energy


πŸ’« About Me

  • πŸ”­ Currently working on short-term electricity market algorithmic trading, reinforcement learning, and energy system modeling
  • πŸ“˜ PhD in AI for Power Systems @ Delft University of Technology (TUD)
  • 🌏 Founder of Energy Quant Research Institution, focusing on trading, consulting, and applied research
  • ⚑ Vision: To build a smarter, fully-automated electricity market that supports the global energy transition
  • πŸ‘¨β€πŸ’» Website: energyquant.net πŸ“« Email: s.hou@tudelft.nl

πŸ› οΈ Languages and Tools

Python PyTorch TensorFlow Docker Git Linux MATLAB


πŸ“Š GitHub Stats

🀝 Connect with Me

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  1. DRL-for-Energy-Systems-Optimal-Scheduling DRL-for-Energy-Systems-Optimal-Scheduling Public

    The source code for Performance comparision of Deep RL algorithms for Energy Systems Optimal Scheduling

    Python 138 31

  2. Optimal-Energy-System-Scheduling-Combining-Mixed-Integer-Programming-and-Deep-Reinforcement-Learning Optimal-Energy-System-Scheduling-Combining-Mixed-Integer-Programming-and-Deep-Reinforcement-Learning Public

    The Source code for paper "Optimal Energy System Scheduling Combining Mixed-Integer Programming and Deep Reinforcement Learning". Safe reinforcement learning, energy management

    Python 143 25

  3. Energy-Data-and-Model-Platform Energy-Data-and-Model-Platform Public

    This repo is used to record the progress of building Platform for Energy Data and Model Platform

    Python 3 1

  4. Energy-management-MIP-Deep-Reinforcement-Learning Energy-management-MIP-Deep-Reinforcement-Learning Public

    source code for the paper:A Constraint Enforcement Deep Reinforcement Learning Framework for Optimal Energy Storage Systems Dispatch

    18 3

  5. DF-SRL DF-SRL Public

    DistFlow Safe Reinforcement Learning Algorithm for Voltage Magnitude Regulation in Distribution Networks

    Python 10 4

  6. RL-ADN RL-ADN Public

    DRL-based ESSs scheduling environments in distribution networks.

    Python 38 12