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Voltage Hysteresis Cancellation for Fast Impedance Measurements of Lithium-ion Batteries in Short Relaxation Process

电阻抗 磁滞 电压 输出阻抗 材料科学 控制理论(社会学) 背景(考古学) 介电谱 高阻抗 阻抗匹配 计算机科学 电气工程 工程类 电极 化学 物理 电化学 量子力学 生物 物理化学 古生物学 人工智能 控制(管理)
作者
Xinghao Du,Jinhao Meng,Yassine Amirat,Fei Gao,Mohamed Benbouzid
出处
期刊:IEEE Transactions on Transportation Electrification [Institute of Electrical and Electronics Engineers]
卷期号:: 1-1
标识
DOI:10.1109/tte.2024.3399051
摘要

Electrochemical impedance spectroscopy (EIS) offers valuable insights into battery state monitoring and failure diagnosis; however, the impedance measurements are constrained by the high implementation costs. Within this context, the fast measurements of the battery impedance spectrum during a brief relaxation process are investigated in this work. The sources of impedance measurements' inaccuracies are first analyzed, revealing that the undependable impedance responses are mostly attributed to voltage hysteresis effects. A zero-lag voltage hysteresis cancellation (ZVHC), integrated with a gradient descent algorithm, is then proposed for the extraction of voltage hysteresis components intertwined with the perturbation responses while eliminating the data latency. Experimental studies indicate that the proposed method is capable of accurately capturing the battery impedance responses ranging from 1.5 kHz to 0.1 Hz within 20 seconds. The requested resting period is less than 0.3% that of the conventional method. The impedance measurement results consistently match the reference trajectory under diverse operating conditions, confirming the high efficiency and validity of the proposed method.

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