TY - JOUR
T1 - Online Temperature Estimation for Lithium-Ion Batteries Utilizing a Single-Frequency Impedance Unaffected by Their Peripheral Circuits
AU - Zhao, Zhaoyang
AU - Hu, Haitao
AU - He, Zhengyou
AU - Iu, Herbert Ho Ching
AU - Davari, Pooya
AU - Blaabjerg, Frede
AU - Wang, Huai
N1 - Publisher Copyright:
IEEE
PY - 2024/8/2
Y1 - 2024/8/2
N2 - Online temperature monitoring is important for ensuring safe operation of lithium-ion batteries (LIBs). As the battery impedance is related to the internal physical and chemical processes, some efforts have been made to realize sensor-less temperature estimation based on the impedance characteristics of LIBs. Unfortunately, the existing impedance-based temperature estimation models are usually derived from pure battery cells, and the effect of peripheral circuit components of systems (e.g., resistors and capacitors) on measured impedance has not been considered. To fill the gap, this paper investigates the effect of peripheral circuits (including filter circuits, balancing circuits, and line resistance) on the measured impedances. Taking a ternary lithium battery as a case study, it is found that the imaginary-part impedance at the frequency band of 100 Hz–1 kHz is almost not affected by the peripheral circuits. This can indicate the temperature variation of batteries, and it is independent of state of charge (SoC) and state of health (SoH), which can be chosen as a thermal sensitive electric parameter (TSEP) of batteries. A similar conclusion can also be drawn for a battery with different types and packaging. Based on the obtained TSEP, a single-frequency impedance-based temperature estimation method is presented. Taking a dc/dc converter as a case study, experimental results demonstrate that the estimation method can be integrated into an interface converter for batteries, and the maximum estimation error is less than 5°C.
AB - Online temperature monitoring is important for ensuring safe operation of lithium-ion batteries (LIBs). As the battery impedance is related to the internal physical and chemical processes, some efforts have been made to realize sensor-less temperature estimation based on the impedance characteristics of LIBs. Unfortunately, the existing impedance-based temperature estimation models are usually derived from pure battery cells, and the effect of peripheral circuit components of systems (e.g., resistors and capacitors) on measured impedance has not been considered. To fill the gap, this paper investigates the effect of peripheral circuits (including filter circuits, balancing circuits, and line resistance) on the measured impedances. Taking a ternary lithium battery as a case study, it is found that the imaginary-part impedance at the frequency band of 100 Hz–1 kHz is almost not affected by the peripheral circuits. This can indicate the temperature variation of batteries, and it is independent of state of charge (SoC) and state of health (SoH), which can be chosen as a thermal sensitive electric parameter (TSEP) of batteries. A similar conclusion can also be drawn for a battery with different types and packaging. Based on the obtained TSEP, a single-frequency impedance-based temperature estimation method is presented. Taking a dc/dc converter as a case study, experimental results demonstrate that the estimation method can be integrated into an interface converter for batteries, and the maximum estimation error is less than 5°C.
KW - Batteries
KW - Circuits
KW - Estimation
KW - Impedance
KW - Impedance measurement
KW - impedance measurement
KW - Lithium-ion batteries
KW - temperature estimation
KW - Temperature measurement
KW - Temperature sensors
UR - http://www.scopus.com/inward/record.url?scp=85200251643&partnerID=8YFLogxK
U2 - 10.1109/TPEL.2024.3437159
DO - 10.1109/TPEL.2024.3437159
M3 - Article
AN - SCOPUS:85200251643
SN - 0885-8993
SP - 1
EP - 17
JO - IEEE Transactions on Power Electronics
JF - IEEE Transactions on Power Electronics
ER -