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...
Yuan-Yuan Xie, Jonghoon Kim, Shuo Wu et al.· Discover Electronics· 0 citations
Electric vehicle (EV) safety, efficiency, and lifetime are strongly influenced by how well battery cells are managed, and as EV adoption accelerates, improving battery performance has become critical to vehicle reliability, cost, and public trust. This report conducts a field study on the core technologies and challeng...
W. Na, Yuanyuan Xie· 0 citations
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