TY - JOUR
T1 - Voltage Hysteresis Cancellation for Fast Impedance Measurements of Lithium-Ion Batteries in Short Relaxation Process
AU - Du, Xinghao
AU - Meng, Jinhao
AU - Amirat, Yassine
AU - Gao, Fei
AU - Benbouzid, Mohamed
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2025
Y1 - 2025
N2 - Electrochemical impedance spectroscopy (EIS) offers valuable insights into battery state monitoring and failure diagnosis; however, impedance measurements are constrained by high implementation costs. Within this context, 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 s. 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.
AB - Electrochemical impedance spectroscopy (EIS) offers valuable insights into battery state monitoring and failure diagnosis; however, impedance measurements are constrained by high implementation costs. Within this context, 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 s. 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.
KW - Impedance measurements
KW - lithium-ion battery (LIB)
KW - voltage hysteresis cancellation
UR - https://www.scopus.com/pages/publications/85192722096
U2 - 10.1109/TTE.2024.3399051
DO - 10.1109/TTE.2024.3399051
M3 - 文章
AN - SCOPUS:85192722096
SN - 2332-7782
VL - 11
SP - 972
EP - 980
JO - IEEE Transactions on Transportation Electrification
JF - IEEE Transactions on Transportation Electrification
IS - 1
ER -