A new approach to modeling and simulation of the nonlinear, fractional behavior of Li-ion battery cells

被引:4
作者
Tappeiner, Lukas [1 ]
Oldenburger, Marc [2 ]
Bedurftig, Benjamin [3 ]
Woittennek, Frank [1 ]
机构
[1] UMIT Univ Hlth Sci Med Informat & Technol, Inst Automat & Control Engn, Eduard Wallnofer Zentrum 1, Hall In Tirol, Austria
[2] Mercedes Benz AG, Wilhelm Runge Str 11, D-89081 Ulm, Germany
[3] Otto von Guericke Univ, Lab Syst Theory & Automat Control, Univ Pl 2, D-39106 Magdeburg, Germany
关键词
Fractional transfer function; Simulation; Impedance spectrum; Nonlinear model; Li-ion battery; CHARGE ESTIMATION; CIRCUIT; DIFFERENTIATOR; DESIGN; STATE;
D O I
10.1016/j.est.2022.104106
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Two nonlinear infinite dimensional models of a Lithium-ion battery are introduced. The proposed models interpolate linear fractional models which are obtained from a widely spread equivalent circuit model. The linear models are parameterized by means of so-called dynamic impedance measurements, i.e. impedance measurements in several operating points. In each operating point, the fractional input output behavior is recovered by an infinite dimensional state space description. For numerical implementation the introduced models require for an appropriate approximation. Therefore, a Krylov subspace method and a finite element approach are proposed. The nonlinear lumped parameter models are validated on the basis of experimental data.
引用
收藏
页数:9
相关论文
共 50 条
  • [31] Simplification strategy research on hard-cased Li-ion battery for thermal modeling
    Cui, Xifeng
    Zeng, Jian
    Zhang, Hongliang
    Yang, Jianhong
    Qiao, Jia
    Li, Jie
    Li, Wangxing
    INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2020, 44 (05) : 3640 - 3656
  • [32] Heating simulation of a Li-ion battery cylindrical cell and module with consideration of gas ejection
    Takagishi, Yoichi
    Tozuka, Yasufumi
    Yamanaka, Takumi
    Yamaue, Tatsuya
    ENERGY REPORTS, 2022, 8 : 3176 - 3188
  • [33] Data-Driven modeling for Li-ion battery using dynamic mode decomposition
    Abu-Seif, Mohamed A.
    Abdel-Khalik, Ayman S.
    Hamad, Mostafa S.
    Hamdan, Eman
    Elmalhy, Noha A.
    ALEXANDRIA ENGINEERING JOURNAL, 2022, 61 (12) : 11277 - 11290
  • [34] Enhanced Equivalent Circuit Modeling for Li-ion Battery Using Recursive Parameter Correction
    Ko, Sung-Tae
    Ahn, Jung-Noon
    Lee, Byoung Kuk
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2018, 13 (03) : 1147 - 1155
  • [35] Hysteresis Modeling in Li-Ion Batteries
    Baronti, Federico
    Femia, Nicola
    Saletti, Roberto
    Visone, Ciro
    Zamboni, Walter
    IEEE TRANSACTIONS ON MAGNETICS, 2014, 50 (11)
  • [36] A comparison between physics-based Li-ion battery models
    Ali, Haider Adel Ali
    Raijmakers, Luc H. J.
    Chayambuka, Kudakwashe
    Danilov, Dmitri L.
    Notten, Peter H. L.
    Eichel, Rudiger-A.
    ELECTROCHIMICA ACTA, 2024, 493
  • [37] Characterizing Li-ion battery thermal behavior; a methodology when little information is available
    Gungor, Sahin
    Telli, Giovani Dambros
    Lorente, Sylvie
    INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER, 2023, 148
  • [38] Theoretical analysis of the mechanical behavior in Li-ion battery cylindrical electrodes with phase transformation
    Weng, Li
    Xu, Chengjun
    Chen, Bingbing
    Zhou, Jianqiu
    Cai, Rui
    Wang, Fei
    ACTA MECHANICA, 2020, 231 (03) : 1045 - 1062
  • [39] Finite Element Thermal Model and Simulation for a Cylindrical Li-Ion Battery
    Wang, Zhenpo
    Ma, Jun
    Zhang, Lei
    IEEE ACCESS, 2017, 5 : 15372 - 15379
  • [40] Enhanced Li-ion Battery Modeling Using Recursive Parameters Correction
    Kim, Jae-Gu
    Ahn, Jung-Hoon
    Lee, Byoung-Kuk
    APEC 2016 31ST ANNUAL IEEE APPLIED POWER ELECTRONICS CONFERENCE AND EXPOSITION, 2016, : 2161 - 2166