TY - GEN
T1 - Thermal Regulation Fast Charging for Lithium-Ion Batteries
AU - Lin, Cheng
AU - Cao, Yuanqing
AU - Xie, Peng
AU - Tian, Yu
AU - Tao, Zhenyi
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Fast charging of lithium-ion batteries can shorten the electric vehicle's recharging time, effectively alleviating the range anxiety prevalent in electric vehicles. However, during fast charging, lithium plating occurs, resulting in loss of available lithium, especially under low-temperature environments and high charging rates. Increasing the battery temperature can mitigate lithium plating, but it will also aggravate other side reactions of aging, thereby contributing to the degradation of usable capacity and increasing potential safety hazards. This paper studies a commercial 18650 NCM lithium-ion battery and proposes a universal thermal regulation fast charging strategy that balances battery aging and charging time. An electrochemical coupling model considering temperature effects was built to determine the relationship between the allowable charging rate of the battery and both temperature and SOC (state of charge). Then the Pareto frontier is calculated using the NSGA-II algorithm, with the lithium plating boundary as the constraint and the battery aging and charging time as the optimization objectives. By weighing the battery aging and charging time, the temperature control strategy for the fastest charging speed when the battery meets the aging requirements is obtained.
AB - Fast charging of lithium-ion batteries can shorten the electric vehicle's recharging time, effectively alleviating the range anxiety prevalent in electric vehicles. However, during fast charging, lithium plating occurs, resulting in loss of available lithium, especially under low-temperature environments and high charging rates. Increasing the battery temperature can mitigate lithium plating, but it will also aggravate other side reactions of aging, thereby contributing to the degradation of usable capacity and increasing potential safety hazards. This paper studies a commercial 18650 NCM lithium-ion battery and proposes a universal thermal regulation fast charging strategy that balances battery aging and charging time. An electrochemical coupling model considering temperature effects was built to determine the relationship between the allowable charging rate of the battery and both temperature and SOC (state of charge). Then the Pareto frontier is calculated using the NSGA-II algorithm, with the lithium plating boundary as the constraint and the battery aging and charging time as the optimization objectives. By weighing the battery aging and charging time, the temperature control strategy for the fastest charging speed when the battery meets the aging requirements is obtained.
KW - Lithium-ion battery
KW - battery aging
KW - fast charging
KW - lithium plating
KW - multi-objective optimization
KW - thermal regulation
UR - http://www.scopus.com/inward/record.url?scp=85215519509&partnerID=8YFLogxK
U2 - 10.1109/ISESC63657.2024.10785498
DO - 10.1109/ISESC63657.2024.10785498
M3 - Conference contribution
AN - SCOPUS:85215519509
T3 - CPSS and ISESC 2024 - 2024 CPSS and IEEE International Symposium on Energy Storage and Conversion
SP - 16
EP - 21
BT - CPSS and ISESC 2024 - 2024 CPSS and IEEE International Symposium on Energy Storage and Conversion
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2024 CPSS and IEEE International Symposium on Energy Storage and Conversion, CPSS and ISESC 2024
Y2 - 8 November 2024 through 11 November 2024
ER -