A comparative study of global optimization methods for parameter identification of different equivalent circuit models for Li-ion batteries

A suitable model structure and matched model parameters are prerequisites for the precise estimation of the battery states. Previous studies pay little attention to whether a parameter identification method is suitable for a model. In this study, a comparative study is conducted by implementing mode...

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Bibliographic Details
Published in:	Electrochimica acta Vol. 295; pp. 1057 - 1066
Main Authors:	Lai, Xin, Gao, Wenkai, Zheng, Yuejiu, Ouyang, Minggao, Li, Jianqiu, Han, Xuebing, Zhou, Long
Format:	Journal Article
Language:	English
Published:	Oxford Elsevier Ltd 01.02.2019 Elsevier BV
Subjects:	Algorithms Comparative studies Equivalent circuit model Equivalent circuits Global optimization Heuristic methods Identification methods Li-ion battery Lithium-ion batteries Mathematical models Metaheuristic algorithm Model matching Optimization algorithm Parameter estimation Parameter identification Rechargeable batteries Optimization algorithm Equivalent circuit model Parameter identification Metaheuristic algorithm Li-ion battery
ISSN:	0013-4686, 1873-3859
Online Access:	Get full text
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