IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v201y2020ics0360544220307854.html
   My bibliography  Save this article

Cooling optimization strategy for lithium-ion batteries based on triple-step nonlinear method

Author

Listed:
  • Ma, Yan
  • Mou, Hongyuan
  • Zhao, Haiyan

Abstract

In the battery cooling system, the actual heat dissipation demand of the battery varies with the external environment and load current. If the battery does not dissipate heat in time under high current load and excessive increase of the temperature will threat to the safety of battery. In this paper, a cooling optimization strategy for lithium-ion batteries based on triple-step nonlinear method is proposed. Firstly, a lumped thermal model for lithium-ion batteries under liquid cooling considering the change of heat transfer coefficient with coolant flow rate was established. Then the accuracy of the lumped thermal model was verified by comparing with the battery model in AMESim. Based on the nonlinear and time-varying characteristics of lumped thermal model, a triple-step nonlinear cooling optimization algorithm is presented and its stability and robustness are proved. The triple-step nonlinear method and PID method are compared under different operating conditions, the simulation results show that the triple-step nonlinear method ensures that the operating temperature of the battery is lower than 305 K and the deviation from the target temperature is lower than 2.0 K, it also improves the speed and stability of the cooling process of lithium-ion batteries.

Suggested Citation

  • Ma, Yan & Mou, Hongyuan & Zhao, Haiyan, 2020. "Cooling optimization strategy for lithium-ion batteries based on triple-step nonlinear method," Energy, Elsevier, vol. 201(C).
    • Handle: RePEc:eee:energy:v:201:y:2020:i:c:s0360544220307854
    DOI: 10.1016/j.energy.2020.117678
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544220307854
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2020.117678?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Hussain, Abid & Tso, C.Y. & Chao, Christopher Y.H., 2016. "Experimental investigation of a passive thermal management system for high-powered lithium ion batteries using nickel foam-paraffin composite," Energy, Elsevier, vol. 115(P1), pages 209-218.
    2. Liu, Rui & Chen, Jixin & Xun, Jingzhi & Jiao, Kui & Du, Qing, 2014. "Numerical investigation of thermal behaviors in lithium-ion battery stack discharge," Applied Energy, Elsevier, vol. 132(C), pages 288-297.
    3. Hamut, H.S. & Dincer, I. & Naterer, G.F., 2012. "Exergy analysis of a TMS (thermal management system) for range-extended EVs (electric vehicles)," Energy, Elsevier, vol. 46(1), pages 117-125.
    4. Wang, Qian & Jiang, Bin & Li, Bo & Yan, Yuying, 2016. "A critical review of thermal management models and solutions of lithium-ion batteries for the development of pure electric vehicles," Renewable and Sustainable Energy Reviews, Elsevier, vol. 64(C), pages 106-128.
    5. Rao, Zhonghao & Wang, Shuangfeng, 2011. "A review of power battery thermal energy management," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4554-4571.
    6. Ye, Min & Guo, Hui & Xiong, Rui & Yu, Quanqing, 2018. "A double-scale and adaptive particle filter-based online parameter and state of charge estimation method for lithium-ion batteries," Energy, Elsevier, vol. 144(C), pages 789-799.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jin, Xianrong & Duan, Xiting & Jiang, Wenjuan & Wang, Yan & Zou, Youlan & Lei, Weixin & Sun, Lizhong & Ma, Zengsheng, 2021. "Structural design of a composite board/heat pipe based on the coupled electro-chemical-thermal model in battery thermal management system," Energy, Elsevier, vol. 216(C).
    2. Jing Wang & Heqi Wang & Chunguang Wang, 2023. "Optimal Charging Pile Configuration and Charging Scheduling for Electric Bus Routes Considering the Impact of Ambient Temperature on Charging Power," Sustainability, MDPI, vol. 15(9), pages 1-16, April.
    3. Wang, Huaibin & Wang, Shuyu & Feng, Xuning & Zhang, Xuan & Dai, Kangwei & Sheng, Jun & Zhao, Zhenyang & Du, Zhiming & Zhang, Zelin & Shen, Kai & Xu, Chengshan & Wang, Qinzheng & Sun, Xiaoyu & Li, Yanl, 2021. "An experimental study on the thermal characteristics of the Cell-To-Pack system," Energy, Elsevier, vol. 227(C).
    4. Ma, Yan & Ding, Hao & Liu, Yongqin & Gao, Jinwu, 2022. "Battery thermal management of intelligent-connected electric vehicles at low temperature based on NMPC," Energy, Elsevier, vol. 244(PA).
    5. Wan, Hongri & Shen, Xiran & Jiang, Hao & Zhang, Cheng & Jiang, Kaile & Chen, Teng & Shi, Liluo & Dong, Liming & He, Changchun & Xu, Yan & Li, Jing & Chen, Yan, 2021. "Biomass-derived N/S dual-doped porous hard-carbon as high-capacity anodes for lithium/sodium ions batteries," Energy, Elsevier, vol. 231(C).
    6. Hongya Zhang & Hao Chen & Haisheng Fang, 2022. "Cooling Optimization Strategy for a 6s4p Lithium-Ion Battery Pack Based on Triple-Step Nonlinear Method," Energies, MDPI, vol. 16(1), pages 1-31, December.
    7. Elsewify, O. & Souri, M. & Esfahani, M.N. & Hosseinzadeh, E. & Jabbari, M., 2021. "A new method for internal cooling of a large format lithium-ion battery pouch cell," Energy, Elsevier, vol. 225(C).
    8. Saeed, Ali & Karimi, Nader & Paul, Manosh C., 2021. "Analysis of the unsteady thermal response of a Li-ion battery pack to dynamic loads," Energy, Elsevier, vol. 231(C).
    9. Tian, Jiaqiang & Xu, Ruilong & Wang, Yujie & Chen, Zonghai, 2021. "Capacity attenuation mechanism modeling and health assessment of lithium-ion batteries," Energy, Elsevier, vol. 221(C).
    10. Li, Dongdong & Yang, Lin & Li, Chun, 2021. "Control-oriented thermal-electrochemical modeling and validation of large size prismatic lithium battery for commercial applications," Energy, Elsevier, vol. 214(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Rao, Zhonghao & Wang, Qingchao & Huang, Congliang, 2016. "Investigation of the thermal performance of phase change material/mini-channel coupled battery thermal management system," Applied Energy, Elsevier, vol. 164(C), pages 659-669.
    2. Situ, Wenfu & Zhang, Guoqing & Li, Xinxi & Yang, Xiaoqing & Wei, Chao & Rao, Mumin & Wang, Ziyuan & Wang, Cong & Wu, Weixiong, 2017. "A thermal management system for rectangular LiFePO4 battery module using novel double copper mesh-enhanced phase change material plates," Energy, Elsevier, vol. 141(C), pages 613-623.
    3. Mohammed, Abubakar Gambo & Elfeky, Karem Elsayed & Wang, Qiuwang, 2022. "Recent advancement and enhanced battery performance using phase change materials based hybrid battery thermal management for electric vehicles," Renewable and Sustainable Energy Reviews, Elsevier, vol. 154(C).
    4. Zhang, Zhenying & Wang, Jiayu & Feng, Xu & Chang, Li & Chen, Yanhua & Wang, Xingguo, 2018. "The solutions to electric vehicle air conditioning systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 91(C), pages 443-463.
    5. Jin, Xianrong & Duan, Xiting & Jiang, Wenjuan & Wang, Yan & Zou, Youlan & Lei, Weixin & Sun, Lizhong & Ma, Zengsheng, 2021. "Structural design of a composite board/heat pipe based on the coupled electro-chemical-thermal model in battery thermal management system," Energy, Elsevier, vol. 216(C).
    6. Chen, Kai & Wu, Weixiong & Yuan, Fang & Chen, Lin & Wang, Shuangfeng, 2019. "Cooling efficiency improvement of air-cooled battery thermal management system through designing the flow pattern," Energy, Elsevier, vol. 167(C), pages 781-790.
    7. Ma, Mina & Wang, Yu & Duan, Qiangling & Wu, Tangqin & Sun, Jinhua & Wang, Qingsong, 2018. "Fault detection of the connection of lithium-ion power batteries in series for electric vehicles based on statistical analysis," Energy, Elsevier, vol. 164(C), pages 745-756.
    8. Rajib Mahamud & Chanwoo Park, 2022. "Theory and Practices of Li-Ion Battery Thermal Management for Electric and Hybrid Electric Vehicles," Energies, MDPI, vol. 15(11), pages 1-45, May.
    9. Lin, Xiang-Wei & Li, Yu-Bai & Wu, Wei-Tao & Zhou, Zhi-Fu & Chen, Bin, 2024. "Advances on two-phase heat transfer for lithium-ion battery thermal management," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PB).
    10. Muhammad Umair Ali & Amad Zafar & Sarvar Hussain Nengroo & Sadam Hussain & Muhammad Junaid Alvi & Hee-Je Kim, 2019. "Towards a Smarter Battery Management System for Electric Vehicle Applications: A Critical Review of Lithium-Ion Battery State of Charge Estimation," Energies, MDPI, vol. 12(3), pages 1-33, January.
    11. Shuwen Zhou & Yuemin Zhao & Shangyuan Gao, 2021. "Analysis of Heat Dissipation and Preheating Module for Vehicle Lithium Iron Phosphate Battery," Energies, MDPI, vol. 14(19), pages 1-25, September.
    12. Bahman Shabani & Manu Biju, 2015. "Theoretical Modelling Methods for Thermal Management of Batteries," Energies, MDPI, vol. 8(9), pages 1-25, September.
    13. Zichen, Wang & Changqing, Du, 2021. "A comprehensive review on thermal management systems for power lithium-ion batteries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 139(C).
    14. Raijmakers, L.H.J. & Danilov, D.L. & Eichel, R.-A. & Notten, P.H.L., 2019. "A review on various temperature-indication methods for Li-ion batteries," Applied Energy, Elsevier, vol. 240(C), pages 918-945.
    15. Zhang, Jiangyun & Shao, Dan & Jiang, Liqin & Zhang, Guoqing & Wu, Hongwei & Day, Rodney & Jiang, Wenzhao, 2022. "Advanced thermal management system driven by phase change materials for power lithium-ion batteries: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    16. Xu, X.M. & He, R., 2014. "Review on the heat dissipation performance of battery pack with different structures and operation conditions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 29(C), pages 301-315.
    17. Zhang, Sijie & Zhao, Rui & Liu, Jie & Gu, Junjie, 2014. "Investigation on a hydrogel based passive thermal management system for lithium ion batteries," Energy, Elsevier, vol. 68(C), pages 854-861.
    18. Mousavi, Sepehr & Zadehkabir, Amirhosein & Siavashi, Majid & Yang, Xiaohu, 2023. "An improved hybrid thermal management system for prismatic Li-ion batteries integrated with mini-channel and phase change materials," Applied Energy, Elsevier, vol. 334(C).
    19. Oh, Ki-Yong & Epureanu, Bogdan I., 2016. "Characterization and modeling of the thermal mechanics of lithium-ion battery cells," Applied Energy, Elsevier, vol. 178(C), pages 633-646.
    20. Alkhulaifi, Yousif M. & Qasem, Naef A.A. & Zubair, Syed M., 2022. "Exergoeconomic assessment of the ejector-based battery thermal management system for electric and hybrid-electric vehicles," Energy, Elsevier, vol. 245(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:201:y:2020:i:c:s0360544220307854. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.