TY - JOUR
T1 - 基于多物理过程约束的锂离子电池优化充电方法
AU - Wei, Zhongbao
AU - Zhong, Hao
AU - He, Hongwen
N1 - Publisher Copyright:
© 2023 Editorial Office of Chinese Journal of Mechanical Engineering. All rights reserved.
PY - 2023/1
Y1 - 2023/1
N2 - The lithium-ion battery(LIB) is prone to the expected over-heating and quick degradation during the fast charging. Therefore, it is of great significance to constrain the key intermediate physical states of LIB actively within a reasonable range, while pursuing the speed of charging. Motivated by this, a multiple physics-constrained fast charging strategy is proposed for the LIB. A comprehensive electro-thermal-aging model is established and validated under typical charging scenarios. On this basis, a model-based observer is designed to estimate the state of charge and internal temperature of LIB in real time. Accounting for multiple conflicting objectives, i.e., the charging speed, temperature rise and degradation rate, a model predictive control-based strategy is proposed to optimize the charging process of LIB. Experimental results suggest that the proposed charging strategy can actively constrain the internal temperature of battery below the predetermined threshold. With a comparable charging speed, the proposed charging strategy leads to a slower degradation than the widely-used constant-current-constant-voltage charging strategy. The capacity decays within 200 charge-discharge cycles are 2.12% and 4.88%, respectively, for the two strategies. Based on the model predictive control, the proposed fast charging strategy constrains the battery internal states effectively, while a comprehensive promotion in terms of rapidity, safety and life extension is realized.
AB - The lithium-ion battery(LIB) is prone to the expected over-heating and quick degradation during the fast charging. Therefore, it is of great significance to constrain the key intermediate physical states of LIB actively within a reasonable range, while pursuing the speed of charging. Motivated by this, a multiple physics-constrained fast charging strategy is proposed for the LIB. A comprehensive electro-thermal-aging model is established and validated under typical charging scenarios. On this basis, a model-based observer is designed to estimate the state of charge and internal temperature of LIB in real time. Accounting for multiple conflicting objectives, i.e., the charging speed, temperature rise and degradation rate, a model predictive control-based strategy is proposed to optimize the charging process of LIB. Experimental results suggest that the proposed charging strategy can actively constrain the internal temperature of battery below the predetermined threshold. With a comparable charging speed, the proposed charging strategy leads to a slower degradation than the widely-used constant-current-constant-voltage charging strategy. The capacity decays within 200 charge-discharge cycles are 2.12% and 4.88%, respectively, for the two strategies. Based on the model predictive control, the proposed fast charging strategy constrains the battery internal states effectively, while a comprehensive promotion in terms of rapidity, safety and life extension is realized.
KW - aging suppression
KW - fast charging
KW - lithium-ion battery
KW - model predictive control
KW - state estimation
UR - http://www.scopus.com/inward/record.url?scp=85152596405&partnerID=8YFLogxK
U2 - 10.3901/JME.2023.02.223
DO - 10.3901/JME.2023.02.223
M3 - 文章
AN - SCOPUS:85152596405
SN - 0577-6686
VL - 59
SP - 223
EP - 232
JO - Jixie Gongcheng Xuebao/Chinese Journal of Mechanical Engineering
JF - Jixie Gongcheng Xuebao/Chinese Journal of Mechanical Engineering
IS - 2
ER -