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Abstract: This paper develops a state-of-charge (SOC) estimation model for a lithium-ion battery using an improved extreme learning machine (ELM) algorithm. ELM is suitable for an SOC estimation since ...

Abstract: In this article, a thermal semi-analytical model (T-SAM) considering water-cooled structure is proposed for the first time, which is based on harmonic modeling (HM) technology and takes into ...