State estimation algorithms are a class of mathematical tools used for real-time estimation of critical operating states of batteries (such as State of Charge SOC, State of Health SOH, etc.). Common filters include Kalman filter, Extended Kalman filter, and so on. They are the core of the battery management system (BMS) and directly affect the safety, performance management, and life prediction of the battery system.
