Physics-Shielded Multi-Agent Deep Reinforcement Learning for Safe Active Voltage Control With Photovoltaic/Battery Energy Storage Systems

Pengcheng Chen, Shichao Liu, Xiaozhe Wang, Innocent Kamwa. Physics-Shielded Multi-Agent Deep Reinforcement Learning for Safe Active Voltage Control With Photovoltaic/Battery Energy Storage Systems. IEEE Trans. Smart Grid, 14(4):2656-2667, July 2023. [doi]

@article{ChenLWK23,
  title = {Physics-Shielded Multi-Agent Deep Reinforcement Learning for Safe Active Voltage Control With Photovoltaic/Battery Energy Storage Systems},
  author = {Pengcheng Chen and Shichao Liu and Xiaozhe Wang and Innocent Kamwa},
  year = {2023},
  month = {July},
  doi = {10.1109/TSG.2022.3228636},
  url = {https://doi.org/10.1109/TSG.2022.3228636},
  researchr = {https://researchr.org/publication/ChenLWK23},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Smart Grid},
  volume = {14},
  number = {4},
  pages = {2656-2667},
}