Conference
Open access
Sep 2026
Safe and Efficient Control: A Subgraph-Augmented Hierarchical Reinforcement Learning Framework for Dynamically Reconfigurable Battery Systems
Dynamically Reconfigurable Battery (DRB) systems employ power electronic switches to create dynamic topologies. They enable effective management of cell difference through real-time adjustment of cell connections. However, existing DRB control methods struggle to learn effective strategies due to sparse rewards, which...
K. Xie, Jing-Wei Hu, Ri Huang et al.
· Proceedings of the Thirty-Fi... · 0 citations