2 papers
eess.SY2026
Converter-Grid Interaction Stability Guaranteed Safe Deep Reinforcement Learning for Energy Storage Systems in Grid Frequency Support
Fei Liu, Mengfan Zhang, Zhipeng Li +2
The growing integration of converter interfaced renewable energy resources (RESs) intensifies stability challenges. Energy storage system (ESS) can provide fast and flexible freque…
eess.SY2023
Safety-Enhanced Self-Learning for Optimal Power Converter Control
Yihao Wan, Qianwen Xu, Tomislav Dragičević
Data-driven learning-based control methods such as reinforcement learning (RL) have become increasingly popular with recent proliferation of the machine learning paradigm. These me…