crossrefWorld Electric Vehicle Journal2025-10-28Cited by 10
Machine Learning Techniques for Battery State of Health Prediction: A Comparative Review
Leila Mbagaya, Kumeshan Reddy, Annelize Botes
Accurate estimation of the state of health (SOH) of lithium-ion batteries is essential for the safe and efficient operation of electric vehicles (EVs). Conventional approaches, including Coulomb counting, electrochemical impedance spectroscopy, and equivalent circuit models, prov…