Saumya Karan

A single safe policy for fast charging control of multi-chemistry and multi-size battery packs using contextual reinforcement learning

Fast charging of lithium-ion battery (LIB) packs is constrained by thermal runaway risk, cell state-of-charge (SOC) imbalance, and accelerated capacity fade, challenges compounded by spatial temperature gradients and the diversity of cathode chemistries and configurations across electric vehicles and stationary storage...