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Chin. Phys. B, 2024, Vol. 33(5): 058203    DOI: 10.1088/1674-1056/ad1f52
INTERDISCIPLINARY PHYSICS AND RELATED AREAS OF SCIENCE AND TECHNOLOGY Prev   Next  

A novel order-reduced thermal-coupling electrochemical model for lithium-ion batteries

Yizhan Xie(谢奕展)1,2,3,†, Shuhui Wang(王舒慧)1,2,†, Zhenpo Wang(王震坡)1,2, and Ximing Cheng(程夕明)1,2,‡
1 School of Mechanical Engineering, Beijing Institute of Technology, Beijing 100081, China;
2 National Engineering Research Center for Electric Vehicles, Beijing Institute of Technology, Beijing 100081, China;
3 The Hong Kong University of Science and Technology (Guangzhou), Sustainable Energy and Environment Thrust and Guangzhou Municipal, Key Laboratory of Materials Informatics, Guangzhou 511400, China
Abstract  Although the single-particle model enhanced with electrolyte dynamics (SPMe) is simplified from the pseudo-two-dimensional (P2D) electrochemical model for lithium-ion batteries, it is difficult to solve the partial differential equations of solid-liquid phases in real-time applications. Moreover, working temperatures have a heavy impact on the battery behavior. Hence, a thermal-coupling SPMe is constructed. Herein, a lumped thermal model is established to estimate battery temperatures. The order of the SPMe model is reduced by using both transfer functions and truncation techniques and merged with Arrhenius equations for thermal effects. The polarization voltage drop is then modified through the use of test data because its original model is unreliable theoretically. Finally, the coupling-model parameters are extracted using genetic algorithms. Experimental results demonstrate that the proposed model produces average errors of about 42 mV under 15 constant current conditions and 15 mV under nine dynamic conditions, respectively. This new electrochemical-thermal coupling model is reliable and expected to be used for onboard applications.
Keywords:  lithium-ion batteries      order-reduced electrochemical models      SPMe      thermal-coupling model      transient polarization voltage drop  
Received:  11 November 2023      Revised:  16 January 2024      Accepted manuscript online:  17 January 2024
PACS:  82.47.Wx (Electrochemical engineering)  
Fund: The authors appreciate the financial support from the National Key Research and Development Program of China (Grant No. 2021YFF0601101).
Corresponding Authors:  Shuhui Wang     E-mail:  ximingcheng@163.com

Cite this article: 

Yizhan Xie(谢奕展), Shuhui Wang(王舒慧), Zhenpo Wang(王震坡), and Ximing Cheng(程夕明) A novel order-reduced thermal-coupling electrochemical model for lithium-ion batteries 2024 Chin. Phys. B 33 058203

[1] Subramanian V R, Boovaragavan V and Diwakar V D 2007 Electrochemical and Solid-State Letters 10 A225
[2] Mehta R and Gupta A 2021 Electrochimica Acta 389 138623
[3] Li J, Lotf N, Landers R G and Park J 2017 Journal of the Electrochemical Society 164 A874
[4] Marcicki J, Canova M, Conlisk A T and Rizzoni G 2013 Journal of Power Sources 237 310
[5] Luo W, Lyu C, Wang L and Zhang L 2013 Journal of Power Sources 241 295
[6] Li C, Cui N, Wang C and Zhang C 2021 Journal of Power Sources 497 229900
[7] Atlung S, West K and Jacobsen T 1979 Journal of the Electrochemical Society 126 1311
[8] Wang Y, Zhang X, Liu K, Wei Z, Hu X, Tang X and Chen Z 2023 Etransportation 18 100295
[9] Khaleghi R S, Rayman S and White R E 2013 Journal of Power Sources 224 180
[10] Subramanian V R, Diwakar V D and Tapriyal D 2005 Journal of the Electrochemical Society 152 A2002
[11] Yuan S, Jiang L, Yin C, Wu H and Zhang X 2017 Journal of Power Sources 352 245
[12] Lai Q, Jangra S, Ahn H J, Kim G, Joe W T and Lin X 2020 Journal of Power Sources 472 228338
[13] Forman J C, Bashash S, Stein J and Fathy H 2010 Proceedings of the ASME Dynamic Systems and Control Conference 2 178
[14] Smith K A, Rahn C D and Wang C 2008 Journal of Dynamic Systems Measurement and Control-Transactions of the ASME 130 011012
[15] Smith K A, Rahn C D and Wang C 2007 Energy Coversion and Management 48 2565
[16] Basdevant J L 1972 Fortschritte Der Physik 20 283
[17] Ma S, Jiang M, Tao P, Song C, Wu J, Wang J, Deng T and Shang W 2018 Progess in Natural Science-Materials International 28 653
[18] Liu H, Wei Z, He W and Zhao J 2017 Energy Conversion and Management 150 304
[19] Chen Y, Kang Y, Zhao Y, Wang L, Liu J, Li Y, Liang Z, He X, Li X, Tavajohi N and Li B 2021 Journal of Energy Chemistry 59 83
[20] Chen Y and Evans J W 1994 Electrochimica Acta 39 517
[21] Wang Q, Shen J, Ma Z and He Y 2021 Chemical Engineering Journal 424 130308
[22] Bahiraei F, Ghalkhani M, Fartaj A and Nazri G A 2017 Applied Thermal Engineering 125 904
[23] Xu M, Zhang Z, Wang X, Jia L and Yang L 2015 Energy 80 303
[24] Wang C Y and Srinivasan V 2002 Journal of Power Sources 110 364
[25] Zhao R, Gu J and Liu J 2018 International Journal of Energy Research 42 2728
[26] Liu F, Lan F and Chen J 2016 Journal of Mechanical Engineering 52 141
[27] Wang Q, He Y, Shen J, Ma Z and Zhong G 2017 Energy 138 118
[28] Panchal S, Dincer I, Agelin-Chaab M, Fraser R and Fowler M 2016 Applied Thermal Engineering 96 190
[29] Dai H, Zhu L, Zhu J, Wei X and Sun Z 2015 Journal of Power Sources 293 351
[30] Cheng X, Tang Y and Wang Z 2021 Journal of the RMAL Science 30 477
[31] Xiong R and Li X 2020 Journal of Mechanical Engineering 56 146
[32] Kuang K, Sun Y, Ren D, Han X, Zheng Y and Geng Z 2021 Journal of Mechanical Engineering 57 10
[33] Allafi W, Zhang C, Uddin K, Worwood D, Truong Quang D, Ormeno P A, Li K and Marco J 2018 Applied Thermal Engineering 143 472
[34] Ma Y, Mou H and Zhao H 2020 Energy 201 117678
[35] Feng X, He X, Ouyang M, Lu L, Wu P, Kulp C and Prasser S 2015 Applied Energy 154 74
[36] Ngoc T T, Farrell T, Vilathgamuwa M, Choi S S and Li Y 2019 Journal of the Electrochemical Society 166 A3059
[37] Prada E, Di Domenico D, Creff Y, Bernard J, Sauvant-Moynot V and Huet F 2012 Journal of the Electrochemical Society 159 A1508
[38] Jaguemont J, Boulon L and Dube Y 2016 Applied Energy 164 99
[39] Bernardi D, Pawlikowski E and Newman J 1985 Journal of the Electrochemical Society 132 5
[40] Doyle M, Fuller T F and Newman J 2018 Journal of the Electrochemical Society 165 X13
[41] Santhanagopalan S, Guo Q, Ramadass P and White R E 2006 Journal of Power Sources 156 620
[42] Santhanagopalan S and White R E 2006 Journal of Power Sources 161 1346
[43] Moura S J, Argomedo F B, Klein R, Mirtabatabaei A and Krstic M 2017 IEEE Transcations on Control Systems Technology 25 453
[44] Xie Y and Cheng X 2021 Electrochimica Acta 399 139391
[45] Xie Y and Cheng X 2022 Journal of the Electrochemical Society 169 063516
[46] Hekmat S and Molaeimanesh G R 2020 Applied Thermal Engineering 166 114759
[47] Ping P, Zhang Y, Kong D and Du J 2021 Journal of Energy Storage 36 102448
[48] Jouhara H, Serey N, Khordehgah N, Bennett R, Almahmoud S and Lester S P 2020 International Journal of Thermofluids 1-2 100004
[49] Baba N, Yoshida H, Nagaoka M, Okuda C and Kawauchi S 2014 Journal of Power Sources 252 214
[50] Tanim T R, Rahn C D and Wang C 2015 Energy 80 731
[51] Cai L and White R E 2009 Journal of the Electrochemical Society 156 A154
[52] Rodriguez A, Plett G L and Trimboli M S 2019 Etransportation 1 100009
[53] Xu S, Wang Y, Shao J, Li J and Yu Q 2022 Applied Thermal Engineering 217 119282
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