Electrochemical Impedance Spectroscopy: A New Chapter in the Fast and Accurate Estimation of the State of Health for Lithium-Ion Batteries

被引:137
|
作者
Zhang, Ming [1 ]
Liu, Yanshuo [1 ]
Li, Dezhi [1 ]
Cui, Xiaoli [2 ]
Wang, Licheng [3 ]
Li, Liwei [4 ]
Wang, Kai [1 ]
机构
[1] Qingdao Univ, Sch Elect Engn, Weihai Innovat Res Inst, Qingdao 266000, Peoples R China
[2] ABB China Ltd, Xiamen Branch, Xiamen 361000, Peoples R China
[3] Zhejiang Univ Technol, Sch Informat Engn, Hangzhou 310014, Peoples R China
[4] Shandong Univ, Sch Control Sci & Engn, Jinan 250100, Peoples R China
基金
中国国家自然科学基金;
关键词
electrochemical impedance spectroscopy; lithium-ion battery; estimation of SOH; equivalent circuit model; data-driven method; CHARGE-TRANSFER; MODEL; BEHAVIOR; NANOSTRUCTURES; PROGNOSTICS; RESISTANCE; SPECTRA; SIGNALS; TIME;
D O I
10.3390/en16041599
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
Lithium-ion batteries stand out from other clean energy sources because of their high energy density and small size. With the increasing application scope and scale of lithium-ion batteries, real-time and accurate monitoring of its state of health plays an important role in ensuring the healthy and stable operation of an energy storage system. Due to the interaction of various aging reactions in the aging process of lithium-ion batteries, the capacity attenuation shows no regularity. However, the traditional monitoring method is mainly based on voltage and current, which cannot reflect the internal mechanism, so the accuracy is greatly reduced. Recently, with the development of electrochemical impedance spectroscopy, it has been possible to estimate the state of health quickly and accurately online. Electrochemical impedance spectroscopy can measure battery impedance in a wide frequency range, so it can reflect the internal aging state of lithium-ion batteries. In this paper, the latest impedance spectroscopy measurement technology and electrochemical impedance spectroscopy based on lithium-ion battery health state estimation technology are summarized, along with the advantages and disadvantages of the summary and prospects. This fills the gap in this aspect and is conducive to the further development of this technology.
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页数:16
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