Wideband Measurement Approach for EIS of Lithium-Ion Batteries Using Low-Frequency Concentrated Disturbance

被引:9
作者
Geng, Anqi [1 ]
Hu, Haitao [1 ]
Peng, Yuanzhen [1 ]
Zhao, Zhaoyang [2 ]
He, Zhengyou [1 ]
Gao, Shibin [1 ]
机构
[1] Southwest Jiaotong Univ, Sch Elect Engn, Chengdu 611756, Peoples R China
[2] Southwest Jiaotong Univ, Inst Smart City & Intelligent Transportat, Chengdu 610031, Peoples R China
基金
中国国家自然科学基金;
关键词
Binary sequence; electrochemical impedance spectroscopy (EIS); lithium-ion batteries (LIBs); wavelet transform; wideband signal; IMPEDANCE SPECTRUM MEASUREMENT; PSEUDORANDOM SEQUENCE; THERMAL RUNAWAY;
D O I
10.1109/TIE.2023.3286005
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Precise and rapid measurement for electrochemical impedance spectroscopy (EIS) is conducive to the working state monitoring and fault diagnosis of lithium-ion batteries (LIBs). Although using a wideband signal can effectively reduce measurement time, it will deteriorate the measurement precision due to the insufficient signal-to-noise ratio. Considering this issue, this article proposes a wideband measurement approach using low-frequency concentrated disturbance for the EIS of LIBs. This approach can obtain high measurement accuracy and a wide measurement bandwidth under a small current disturbance. Besides, it effectively reduces the measurement time. First, LIBs are stimulated by a low-frequency concentrated binary sequence signal to enhance measurement precision in a low-frequency region. Then, in the entire frequency region, an accurate EIS can be obtained by a fast Morlet wavelet transform and covariance-based impedance calculation. Finally, the effectiveness of the proposed approach is verified on a buck-boost converter-based EIS measurement platform, and comparative analyses with literature methods are conducted. The experimental results illustrate that the maximum normalized root square error of the two types of LIBs at different state-of-charge is 0.37% under the response voltage amplitude of less than 10 mV. Moreover, this approach is approximately 20 times faster than commercial electrochemical workstations in measurement time.
引用
收藏
页码:4851 / 4860
页数:10
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