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

被引:5
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 35 条
[1]   On-line scheme for parameter estimation of nonlinear lithium ion battery equivalent circuit models using the simplified refined instrumental variable method for a modified Wiener continuous-time model [J].
Allafi, Walid ;
Uddin, Kotub ;
Zhang, Cheng ;
Sha, Raja Mazuir Raja Ahsan ;
Marco, James .
APPLIED ENERGY, 2017, 204 :497-508
[2]   Characterization of high-power lithium-ion batteries by electrochemical impedance spectroscopy. II: Modelling [J].
Andre, D. ;
Meiler, M. ;
Steiner, K. ;
Walz, H. ;
Soczka-Guth, T. ;
Sauer, D. U. .
JOURNAL OF POWER SOURCES, 2011, 196 (12) :5349-5356
[3]   Characterization of high-power lithium-ion batteries by electrochemical impedance spectroscopy. I. Experimental investigation [J].
Andre, D. ;
Meiler, M. ;
Steiner, K. ;
Wimmer, Ch ;
Soczka-Guth, T. ;
Sauer, D. U. .
JOURNAL OF POWER SOURCES, 2011, 196 (12) :5334-5341
[4]  
[Anonymous], 1998, ESAIM Proc, DOI [DOI 10.1051/PROC:1998005, 10.1051/proc:1998005]
[5]  
[Anonymous], 1999, FRACTIONAL DIFFERENT
[6]   Realization of a constant phase element and its performance study in a differentiator circuit [J].
Biswas, Karabi ;
Sen, Siddhartha ;
Dutta, Pranab Kumar .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2006, 53 (09) :802-806
[7]   Impedance-based simulation models of supercapacitors and Li-ion batteries for power electronic applications [J].
Buller, S ;
Thele, M ;
De Doncker, RWAA ;
Karden, E .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2005, 41 (03) :742-747
[8]  
Curtain R.F., 1995, An Introduction to Infinite Dimensional Linear Systems Theory., DOI [10.1007/ 978-1-4612-4224-6, DOI 10.1007/978-1-4612-4224-6, 10.1007/978-1-4612-4224-6]
[9]  
Eckert M.., 2017, THESIS KIT, DOI [10.5445/KSP/1000071542, DOI 10.5445/KSP/1000071542]
[10]   Modeling of Li-Ion Cells for Fast Simulation of High C-Rate and Low Temperature Operations [J].
Fan, Guodong ;
Pan, Ke ;
Canova, Marcello ;
Marcicki, James ;
Yang, Xiao Guang .
JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 2016, 163 (05) :A666-A676