Jonghoon Kim

Modeling based SOC estimation for commercial EV Li-ion batteries under vibration conditions

Modeling-based adaptive estimation techniques, such as the extended Kalman filter (EKF), have been widely used for state of charge (SOC) estimation in Li-ion batteries due to their robustness and noise rejection capability. However, conventional EKF-based SOC estimation methods primarily reply on equivalent circuit mod...