Comparisons of Modeling and State of Charge Estimation for Lithium-Ion Battery Based on Fractional Order and Integral Order Methods

Comparisons of Modeling and State of Charge Estimation for Lithium-Ion Battery Based on Fractional Order and Integral Order Methods

In order to properly manage lithium-ion batteries of electric vehicles (EVs), it is essential to build the battery model and estimate the state of charge (SOC). In this paper, the fractional order forms of Thevenin and partnership for a new generation of vehicles (PNGV) models are built, of which th...

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Bibliographic Details
Main Authors: Renxin Xiao, Jiangwei Shen, Xiaoyu Li, Wensheng Yan, Erdong Pan, Zheng Chen
Format: Article
Language:English
Published: MDPI AG 2016-03-01
Series:Energies
Subjects:
fractional order model
extended Kalman filter
genetic algorithm
lithium-ion battery
parameters identification
state of charge
Online Access:http://www.mdpi.com/1996-1073/9/3/184

Internet

http://www.mdpi.com/1996-1073/9/3/184

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