On-Line Estimation Method of Lithium-Ion Battery Health Status Based on PSO-SVM

Battery management system (BMS) refers to a critical electronic control unit in the power battery system of electric vehicles. It is capable of detecting and estimating battery status online, especially estimating state of charge (SOC) and state of health (SOH) accurately. Safe driving and battery l...

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Bibliographic Details

Published in:	Frontiers in Energy Research
Main Authors:	Ran Li, Wenrui Li, Haonian Zhang, Yongqin Zhou, Weilong Tian
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2021-07-01
Subjects:	lithium battery SOC SOH SVM BMS
Online Access:	https://www.frontiersin.org/articles/10.3389/fenrg.2021.693249/full