Abstract
This undergraduate research proposal aims to develop a study on the state of charge (SOC) estimation problem for batteries used in electric vehicles, with a particular focus on predicting estimation error. Specifically, the Extended Kalman Filter (EKF), the Unscented Kalman Filter (UKF), and the Bootstrap Particle Filter will be implemented for state of charge (SOC) estimation. A performa…