Multi-Scale Parameter Identification of Lithium-Ion Battery Electric Models Using a PSO-LM Algorithm

Multi-Scale Parameter Identification of Lithium-Ion Battery Electric Models Using a PSO-LM Algorithm

This paper proposes a multi-scale parameter identification algorithm for the lithium-ion battery (LIB) electric model by using a combination of particle swarm optimization (PSO) and Levenberg-Marquardt (LM) algorithms. Two-dimensional Poisson equations with unknown parameters are used to describe th...

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Bibliographic Details
Main Authors: Wen-Jing Shen, Han-Xiong Li
Format: Article
Language:English
Published: MDPI AG 2017-03-01
Series:Energies
Subjects:
multi-scale parameter identification
lithium-ion battery (LIB)
particle swarm optimization (PSO)
Levenberg-Marquardt (LM) algorithm
Online Access:http://www.mdpi.com/1996-1073/10/4/432

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http://www.mdpi.com/1996-1073/10/4/432

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