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Progression of cell-to-cell variation within battery modules under different cooling structures

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  • Song, Ziyou
  • Yang, Niankai
  • Lin, Xinfan
  • Pinto Delgado, Fanny
  • Hofmann, Heath
  • Sun, Jing

Abstract

Cell-to-cell variation generally exists within battery packs, due to factors attributed to manufacturing and operating. Non-uniform temperature distribution, caused by the uneven cooling condition, contributes significantly to cell-to-cell variation over time, particularly to capacity variation, as temperature significantly influences the battery degradation rate. Especially for parallel-connected cells, the lack of individual current sensing and actuation makes it challenging to detect and control the capacity variation. In order to understand how cell-to-cell variation evolves, we investigate the effect of cooling structures on the progression of variation within parallel-connected battery cells using an electro-thermal-aging model for battery cells and a thermal model of the cooling system. The simulation result shows that the cell-to-cell variations increase initially because of uneven cooling conditions, but then the variation decreases over time, thanks to the self-balancing mechanism among parallel-connected cells. Moreover, when comparing the sequential and round cooling structures, it is found that the round cooling structure, which provides a more uniform cooling condition to all cells, has significant advantage in terms of suppressing the cell-to-cell variation, especially for large battery strings. The even cooling structure is preferred in practical applications; however, the trade-off between cooling system complexity and performance needs to be carefully considered.

Suggested Citation

  • Song, Ziyou & Yang, Niankai & Lin, Xinfan & Pinto Delgado, Fanny & Hofmann, Heath & Sun, Jing, 2022. "Progression of cell-to-cell variation within battery modules under different cooling structures," Applied Energy, Elsevier, vol. 312(C).
  • Handle: RePEc:eee:appene:v:312:y:2022:i:c:s0306261922002768
    DOI: 10.1016/j.apenergy.2022.118836
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    References listed on IDEAS

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    1. Hosseinzadeh, Elham & Arias, Sebastian & Krishna, Muthu & Worwood, Daniel & Barai, Anup & Widanalage, Dhammika & Marco, James, 2021. "Quantifying cell-to-cell variations of a parallel battery module for different pack configurations," Applied Energy, Elsevier, vol. 282(PA).
    2. Feng, Fei & Hu, Xiaosong & Hu, Lin & Hu, Fengling & Li, Yang & Zhang, Lei, 2019. "Propagation mechanisms and diagnosis of parameter inconsistency within Li-Ion battery packs," Renewable and Sustainable Energy Reviews, Elsevier, vol. 112(C), pages 102-113.
    3. Song, Ziyou & Feng, Shuo & Zhang, Lei & Hu, Zunyan & Hu, Xiaosong & Yao, Rui, 2019. "Economy analysis of second-life battery in wind power systems considering battery degradation in dynamic processes: Real case scenarios," Applied Energy, Elsevier, vol. 251(C), pages 1-1.
    4. Song, Ziyou & Hofmann, Heath & Li, Jianqiu & Hou, Jun & Han, Xuebing & Ouyang, Minggao, 2014. "Energy management strategies comparison for electric vehicles with hybrid energy storage system," Applied Energy, Elsevier, vol. 134(C), pages 321-331.
    5. Song, Ziyou & Li, Jianqiu & Han, Xuebing & Xu, Liangfei & Lu, Languang & Ouyang, Minggao & Hofmann, Heath, 2014. "Multi-objective optimization of a semi-active battery/supercapacitor energy storage system for electric vehicles," Applied Energy, Elsevier, vol. 135(C), pages 212-224.
    6. Tian, Jiaqiang & Wang, Yujie & Liu, Chang & Chen, Zonghai, 2020. "Consistency evaluation and cluster analysis for lithium-ion battery pack in electric vehicles," Energy, Elsevier, vol. 194(C).
    7. Song, Ziyou & Hou, Jun & Li, Xuefeng & Wu, Xiaogang & Hu, Xiaosong & Hofmann, Heath & Sun, Jing, 2020. "The sequential algorithm for combined state of charge and state of health estimation of lithium-ion battery based on active current injection," Energy, Elsevier, vol. 193(C).
    8. Liu, Xinhua & Ai, Weilong & Naylor Marlow, Max & Patel, Yatish & Wu, Billy, 2019. "The effect of cell-to-cell variations and thermal gradients on the performance and degradation of lithium-ion battery packs," Applied Energy, Elsevier, vol. 248(C), pages 489-499.
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    Cited by:

    1. Wu, Yue & Huang, Zhiwu & Li, Dongjun & Li, Heng & Peng, Jun & Stroe, Daniel & Song, Ziyou, 2024. "Optimal battery thermal management for electric vehicles with battery degradation minimization," Applied Energy, Elsevier, vol. 353(PA).
    2. Bai, Hanyu & Lei, Shunbo & Geng, Sijia & Hu, Xiaosong & Li, Zhaojian & Song, Ziyou, 2024. "Techno-economic assessment of isolated micro-grids with second-life batteries: A reliability-oriented iterative design framework," Applied Energy, Elsevier, vol. 364(C).
    3. Rüther, Tom & Plank, Christian & Schamel, Maximilian & Danzer, Michael A., 2023. "Detection of inhomogeneities in serially connected lithium-ion batteries," Applied Energy, Elsevier, vol. 332(C).
    4. Gu, Xubo & Bai, Hanyu & Cui, Xiaofan & Zhu, Juner & Zhuang, Weichao & Li, Zhaojian & Hu, Xiaosong & Song, Ziyou, 2024. "Challenges and opportunities for second-life batteries: Key technologies and economy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 192(C).
    5. Zha, Yunfei & He, Shunquan & Meng, Xianfeng & Zuo, Hongyan & Zhao, Xiaohuan, 2023. "Heat dissipation performance research between drop contact and immersion contact of lithium-ion battery cooling," Energy, Elsevier, vol. 279(C).

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