Multiphysical modeling for life analysis of lithium-ion battery pack in electric vehicles

被引:41
|
作者
Xia, Quan [1 ]
Yang, Dezhen [1 ]
Wang, Zili [1 ]
Ren, Yi [1 ]
Sun, Bo [1 ]
Feng, Qiang [1 ]
Qian, Cheng [1 ]
机构
[1] Beihang Univ, Sch Reliabil & Syst Engn, Beijing 100191, Peoples R China
来源
关键词
Multiphysical modeling; Reliable life; Battery pack; Thermal inconsistency; Current imbalance; SoH balance; PREDICTING CAPACITY FADE; GRAPHITE/LIFEPO4; CELL; AGING MECHANISMS; DEGRADATION; RELIABILITY; PERFORMANCE; TEMPERATURE; SIMULATION; STORAGE; DESIGN;
D O I
10.1016/j.rser.2020.109993
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
With the continuous improvement in battery life requirements, the modeling, analysis and management of battery pack life become an important topic in the design of electric vehicles. A more realistic and generic modeling method coupling the electrochemical, thermal, SEI formation model of cells, fluid dynamics and the series-parallel circuit model is proposed to accurately describe the coupling relationships and quantify the inconsistencies, including temperature and current. A life model including capacity fade and reliability is established to evaluate the life of lithium-ion battery pack system (LIBPs). And a model implementation method is established to raise the computational accuracy and efficiency, then, it is validated from the perspective of electrochemical, degradation, thermal performance and coupling effect using experiments. Moreover, the multiphysical behavior and life of LIBPs in different situations are analyzed and predicted, followed by the analysis of coupling effect, inconsistency, reliability and economy. The results show the degradation rate of LIBPs first decreases and then accelerates in the whole life. Furthermore, adding series cells is uneconomical to extend the life of LIBPs. Finally, a SoH balanced management method of changing the airflow direction is proposed to extend the life of LIBPs, and the optimal strategy for different SoH inconsistency are obtained.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] Integration issues of lithium-ion battery into electric vehicles battery pack
    Saw, Lip Huat
    Ye, Yonghuang
    Tay, Andrew A. O.
    [J]. JOURNAL OF CLEANER PRODUCTION, 2016, 113 : 1032 - 1045
  • [2] Consistency evaluation and cluster analysis for lithium-ion battery pack in electric vehicles
    Tian, Jiaqiang
    Wang, Yujie
    Liu, Chang
    Chen, Zonghai
    [J]. ENERGY, 2020, 194
  • [3] Modeling for Lithium-Ion Battery used in Electric Vehicles
    Xiong, Rui
    He, Hongwen
    Guo, Hongqiang
    Ding, Yin
    [J]. CEIS 2011, 2011, 15
  • [4] An equivalent circuit model analysis for the lithium-ion battery pack in pure electric vehicles
    Su, Jie
    Lin, Maosong
    Wang, Shunli
    Li, Jin
    Coffie-Ken, James
    Xie, Fei
    [J]. MEASUREMENT & CONTROL, 2019, 52 (3-4): : 193 - 201
  • [5] Modeling for Lithium-ion Battery used in Electric Vehicles
    Han, Huachun
    Xu, Haiping
    Yuan, Zengquan
    Zhao, Yingjie
    [J]. 2014 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO (ITEC) ASIA-PACIFIC 2014, 2014,
  • [6] Metallurgical and mechanical methods for recycling of lithium-ion battery pack for electric vehicles
    Yun, Liu
    Duy Linh
    Shui, Li
    Peng, Xiongbin
    Garg, Akhil
    Phung, My Loan L. E.
    Asghari, Saeed
    Sandoval, Jayne
    [J]. RESOURCES CONSERVATION AND RECYCLING, 2018, 136 : 198 - 208
  • [7] A Sensor Fault Diagnosis Method for a Lithium-Ion Battery Pack in Electric Vehicles
    Xiong, Rui
    Yu, Quanqing
    Shen, Weixiang
    Lin, Cheng
    Sun, Fengchun
    [J]. IEEE TRANSACTIONS ON POWER ELECTRONICS, 2019, 34 (10) : 9709 - 9718
  • [8] Modal Analysis of a Lithium-Ion Battery for Electric Vehicles
    Garafolo, Nicholas Gordon
    Farhad, Siamak
    Koricherla, Manindra Varma
    Wen, Shihao
    Esmaeeli, Roja
    [J]. ENERGIES, 2022, 15 (13)
  • [9] PTC Self-heating Experiments and Thermal Modeling of Lithium-ion Battery Pack in Electric Vehicles
    Zhang, Chengning
    Jin, Xin
    Li, Junqiu
    [J]. ENERGIES, 2017, 10 (04)
  • [10] Capacity fade modeling of a Lithium-ion battery for electric vehicles
    Baek, K. W.
    Hong, E. S.
    Cha, S. W.
    [J]. INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY, 2015, 16 (02) : 309 - 315