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。
论文
代表性论文
- 01
RL-ADN: A high-performance Deep Reinforcement Learning environment for optimal Energy Storage Systems dispatch in active distribution networks
Energy and AI，2025。
- 02
Safe Imitation Learning-based Optimal Energy Storage Systems Dispatch in Distribution Networks
arXiv，2024。
- 03
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。
- 04
DistFlow Safe Reinforcement Learning Algorithm for Voltage Magnitude Regulation in Distribution Networks
Journal of Modern Power Systems and Clean Energy，2024。
- 05
Optimal energy system scheduling using a constraint-aware reinforcement learning algorithm
International Journal of Electrical Power & Energy Systems，2023。