~Battery management;
signal processing;
spec-troscopy;
system modeling;
PARAMETER-IDENTIFICATION;
MULTISINE SIGNALS;
ION;
CIRCUIT;
DESIGN;
D O I:
10.1109/TIM.2023.3281629
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
This article shows how to model the voltage response of a battery excited by a piecewise constant current source. Modeling is done both by using a mathematical approach based on an orthonormal basis of functions and a fractional-order model, both identified in the time domain. The equivalent circuit model is based on the usage of the Mittag-Leffler function and on the proposal of a technique to ease the computational burden. The developed methods allow the reduction of the estimation times without approximating the exact solutions of the equivalent circuit model. Experimental results are aimed at validating both models. Outcomes obtained in the time-domain are compared with corresponding results obtained through electrochemical impedance spectroscopy (EIS) in the frequency-domain. Additional experimental results validate the approach using a standardized profile of discharge currents applied to an initially charged battery.
机构:
School of Civil Engineering and Architecture, Nanchang University, Nanchang,330031, ChinaSchool of Civil Engineering and Architecture, Nanchang University, Nanchang,330031, China
Li, Huokun
Liu, Bo
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机构:
School of Civil Engineering and Architecture, Nanchang University, Nanchang,330031, ChinaSchool of Civil Engineering and Architecture, Nanchang University, Nanchang,330031, China
Liu, Bo
Huang, Wei
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机构:
School of Civil Engineering and Architecture, Nanchang University, Nanchang,330031, ChinaSchool of Civil Engineering and Architecture, Nanchang University, Nanchang,330031, China
Huang, Wei
Liu, Hanyue
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机构:
Jiangxi Institute of Science and Technology Information, Science and Technology Department of JiangXi Province, Nanchang,330046, ChinaSchool of Civil Engineering and Architecture, Nanchang University, Nanchang,330031, China
Liu, Hanyue
Wang, Gang
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机构:
State Key Laboratory of Water Resourcesand Hydropower Engineering Science, Wuhan University, Wuhan,430072, ChinaSchool of Civil Engineering and Architecture, Nanchang University, Nanchang,330031, China
机构:
Hohai Univ, Dept Engn Mech, Nanjing 210098, Peoples R China
Chuzhou Univ, Anhui Prov Int Joint Res Ctr Data Diag & Smart Ma, Chuzhou 239000, Peoples R ChinaHohai Univ, Dept Engn Mech, Nanjing 210098, Peoples R China
Al-hababi, Tareq
Alkayem, Nizar Faisal
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机构:
Chuzhou Univ, Anhui Prov Int Joint Res Ctr Data Diag & Smart Ma, Chuzhou 239000, Peoples R China
Hohai Univ, Coll Civil & Transportat Engn, Nanjing 210098, Peoples R ChinaHohai Univ, Dept Engn Mech, Nanjing 210098, Peoples R China
Alkayem, Nizar Faisal
Zhu, Huaxin
论文数: 0引用数: 0
h-index: 0
机构:
Jiangsu Zhongji Engn Technol Res Co Ltd, Nantong 226001, Peoples R ChinaHohai Univ, Dept Engn Mech, Nanjing 210098, Peoples R China
Zhu, Huaxin
Cui, Li
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h-index: 0
机构:
Chuzhou Univ, Coll Civil & Architecture Engn, Chuzhou 239000, Peoples R ChinaHohai Univ, Dept Engn Mech, Nanjing 210098, Peoples R China
Cui, Li
Zhang, Shixiang
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h-index: 0
机构:
Southeast Univ, Coll Civil Engn, Nanjing 210000, Peoples R ChinaHohai Univ, Dept Engn Mech, Nanjing 210098, Peoples R China
Zhang, Shixiang
Cao, Maosen
论文数: 0引用数: 0
h-index: 0
机构:
Hohai Univ, Dept Engn Mech, Nanjing 210098, Peoples R ChinaHohai Univ, Dept Engn Mech, Nanjing 210098, Peoples R China