A review of modeling, acquisition, and application of lithium-ion battery impedance for onboard battery management

被引：321
作者：
Wang, Xueyuan [1 ,3 ]
Wei, Xuezhe [2 ,3 ]
Zhu, Jiangong [3 ]
Dai, Haifeng [2 ,3 ]
Zheng, Yuejiu [4 ]
Xu, Xiaoming [5 ]
Chen, Qijun [1 ]
机构：
[1] Tongji Univ, Dept Control Sci & Engn, 4800 Caoan Rd, Shanghai 201804, Peoples R China
[2] Tongji Univ, Sch Automot Studies, 4800 Caoan Rd, Shanghai 201804, Peoples R China
[3] Tongji Univ, Clean Energy Automot Engn Ctr, 4800 Caoan Rd, Shanghai 201804, Peoples R China
[4] Univ Shanghai Sci & Technol, Coll Mech Engn, Shanghai 200093, Peoples R China
[5] Univ Sci & Technol Beijing, Sch Mech Engn, Beijing 100083, Peoples R China
来源：
ETRANSPORTATION | 2021年 / 7卷
基金：
中国国家自然科学基金;
关键词：
Lithium-ion batteries; Impedance; Modeling; Acquisition; State estimation; Fault diagnosis; STATE-OF-CHARGE; EQUIVALENT-CIRCUIT MODELS; COMMERCIAL LIFEPO4 CELLS; ELECTROCHEMICAL IMPEDANCE; AC-IMPEDANCE; INTERNAL TEMPERATURE; PARAMETER-IDENTIFICATION; SPECTRA CLASSIFICATION; PHYSICAL PRINCIPLES; DIFFUSION IMPEDANCE;
D O I：
10.1016/j.etran.2020.100093
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
Impedance is closely related to the internal physical and chemical processes of lithium-ion batteries. And the properties of the processes can be characterized and thus more detailed information be provided based on it. In the past decades, the impedance is frequently reported as a powerful tool used in the field of lithium-ion battery state estimation and diagnosis. This paper reviews more than 170 papers and organizes the related research according to three themes of impedance modeling, acquisition, and application under the premise of electric vehicle implementation. The strength and weaknesses of the research in each theme are discussed. Based on the research, the possibility and the value of impedance in onboard battery management are revealed. However, challenges are still faced due to the cost limitations, the complex vehicular conditions, and the time-varying battery states. The unsolved issues are summarized in the conclusion. To realize a more smart battery management system with the impedance, more significant work is still needed. (C) 2020 Elsevier B.V. All rights reserved.
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页数：21
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