Feng Li

From state estimation to active intelligence: safety-aware battery management for electric vehicles

Battery management systems (BMSs) are increasingly required to convert incomplete electrical and thermal measurements into safe control actions rather than merely report battery states. This Mini Review focuses on two deployment questions that connect electrochemistry with control: how electrochemical states can be mad...