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
  • [1] Distributed-parameter models for describing the nonlinear fractional behavior of lithium-ion cells
    Tappeiner, Lukas
    Oldenburger, Marc
    Beduerftig, Benjamin
    Woittennek, Frank
    AT-AUTOMATISIERUNGSTECHNIK, 2021, 69 (08) : 722 - 733
  • [2] 3-D CFD modeling and experimental testing of thermal behavior of a Li-Ion battery
    Gumussu, Emre
    Ekici, Ozgur
    Koksal, Murat
    APPLIED THERMAL ENGINEERING, 2017, 120 : 484 - 495
  • [3] A novel phenomenological multi-physics model of Li-ion battery cells
    Oh, Ki-Yong
    Samad, Nassim A.
    Kim, Youngki
    Siegel, Jason B.
    Stefanopoulou, Anna G.
    Epureanu, Bogdan I.
    JOURNAL OF POWER SOURCES, 2016, 326 : 447 - 458
  • [4] Li-ion battery modeling and characterization: An experimental overview on NMC battery
    Baccouche, Ines
    Jemmali, Sabeur
    Manai, Bilal
    Nikolian, Alexandros
    Omar, Noshin
    Ben Amara, Najoua Essoukri
    INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2022, 46 (04) : 3843 - 3859
  • [5] Innovative Modeling Approach for Li-Ion Battery Packs Considering Intrinsic Cell Unbalances and Packaging Elements
    Ko, Sung-Tae
    Lee, Jaehyung
    Ahn, Jung-Hoon
    Lee, Byoung Kuk
    ENERGIES, 2019, 12 (03):
  • [6] New Li-ion Battery Evaluation Research Based on Thermal Property and Heat Generation Behavior of Battery
    Lv, Zhe
    Guo, Xun
    Qiu, Xin-ping
    CHINESE JOURNAL OF CHEMICAL PHYSICS, 2012, 25 (06) : 725 - 732
  • [7] Li-ion battery capacity cycling fading dynamics cognition: A stochastic approach
    Lu, Chen
    Zhang, Lipin
    Ma, Jian
    Chen, Zihan
    Tao, Laifa
    Su, Yuzhuan
    Chong, Jin
    Jin, Haizu
    Lin, Yongshou
    ENERGY, 2017, 137 : 251 - 259
  • [8] Crushing of large Li-ion battery cells
    Wuschke, Lutz
    Jaeckel, Hans-Georg
    Leissner, Thomas
    Peuker, Urs A.
    WASTE MANAGEMENT, 2019, 85 : 317 - 326
  • [9] Modeling and Identification of Li-ion Cells
    dos Santos, P. Lopes
    Perdicoulis, T-P Azevedo
    Salgado, Paulo A.
    IEEE CONTROL SYSTEMS LETTERS, 2023, 7 : 1015 - 1020
  • [10] A Li-Ion Battery Discharge Model
    Chen, Liang-Rui
    Liu, Chuan-Sheng
    INTERNATIONAL REVIEW OF ELECTRICAL ENGINEERING-IREE, 2010, 5 (04): : 1769 - 1774