Hou Shengren
Publications
Publications
Selected academic record
This page shows a compact public selection and points to Google Scholar for the full record.
- RL-ADN: A high-performance Deep Reinforcement Learning environment for optimal Energy Storage Systems dispatch in active distribution networks Energy and AI, 2025.
- Safe Imitation Learning-based Optimal Energy Storage Systems Dispatch in Distribution Networks arXiv, 2024.
- A Mixed-Integer Programming Based Deep Reinforcement Learning Framework for Optimal Dispatch of Energy Storage System in Distribution Networks Journal of Modern Power Systems and Clean Energy, 2024.
- DistFlow Safe Reinforcement Learning Algorithm for Voltage Magnitude Regulation in Distribution Networks Journal of Modern Power Systems and Clean Energy, 2024.
- Optimal energy system scheduling using a constraint-aware reinforcement learning algorithm International Journal of Electrical Power & Energy Systems, 2023.
论文
代表性论文
这里展示部分公开论文，完整列表请以 Google Scholar 为准。
- RL-ADN: A high-performance Deep Reinforcement Learning environment for optimal Energy Storage Systems dispatch in active distribution networks Energy and AI，2025。
- Safe Imitation Learning-based Optimal Energy Storage Systems Dispatch in Distribution Networks arXiv，2024。
- A Mixed-Integer Programming Based Deep Reinforcement Learning Framework for Optimal Dispatch of Energy Storage System in Distribution Networks Journal of Modern Power Systems and Clean Energy，2024。
- DistFlow Safe Reinforcement Learning Algorithm for Voltage Magnitude Regulation in Distribution Networks Journal of Modern Power Systems and Clean Energy，2024。
- Optimal energy system scheduling using a constraint-aware reinforcement learning algorithm International Journal of Electrical Power & Energy Systems，2023。