TY - JOUR
T1 - Fast Lithium-ion Battery Broadband Impedance Identification with Enhanced Mid-to-low Frequency
AU - Liu, Wenchao
AU - Chen, Guangyang
AU - Yang, Zhipeng
AU - Meng, Jinhao
AU - Song, Zhengxiang
N1 - Publisher Copyright:
© 1963-2012 IEEE.
PY - 2026
Y1 - 2026
N2 - Pseudorandom sequence (PRS) offers a rapid impedance measurement solution for lithium-ion batteries. However, PRS suffers from limited accuracy in the mid-to-low frequency range due to the low power content and sparse distribution of harmonics. Motivated by this, a parallel quadratic residue ternary signal with an almost theoretical minimum measurement time is proposed. By enhancing the power in mid-to-low frequency band, the first few low-frequency impedance points can be accurately obtained without any additional filters. Moreover, a two-stage filter with an iterative procedure is introduced, which eliminates outliers using a predefined threshold and obtains the filtered impedance through Fourier series fitting. Experimental validation proves that the proposed method achieves a max normalized root means square error of 0.59% and max absolute residual of 0.48% under various states of charge, states of health and temperatures, confirming its effectiveness for impedance measurement.
AB - Pseudorandom sequence (PRS) offers a rapid impedance measurement solution for lithium-ion batteries. However, PRS suffers from limited accuracy in the mid-to-low frequency range due to the low power content and sparse distribution of harmonics. Motivated by this, a parallel quadratic residue ternary signal with an almost theoretical minimum measurement time is proposed. By enhancing the power in mid-to-low frequency band, the first few low-frequency impedance points can be accurately obtained without any additional filters. Moreover, a two-stage filter with an iterative procedure is introduced, which eliminates outliers using a predefined threshold and obtains the filtered impedance through Fourier series fitting. Experimental validation proves that the proposed method achieves a max normalized root means square error of 0.59% and max absolute residual of 0.48% under various states of charge, states of health and temperatures, confirming its effectiveness for impedance measurement.
KW - Lithium-ion battery
KW - Parallel quadratic residue ternary signal
KW - data filtering
KW - impedance measurement
UR - https://www.scopus.com/pages/publications/105026627828
U2 - 10.1109/TIM.2025.3650239
DO - 10.1109/TIM.2025.3650239
M3 - 文章
AN - SCOPUS:105026627828
SN - 0018-9456
JO - IEEE Transactions on Instrumentation and Measurement
JF - IEEE Transactions on Instrumentation and Measurement
ER -