Modeling the Battery Pack in an Electric Car Based on Real-Time Time-Domain Data

被引:0
|
作者
Carbone, Paolo [1 ]
De Angelis, Alessio [1 ]
Marracci, Mirko [2 ]
Tellini, Bernardo [2 ]
Traverso, Pier Andrea [3 ]
Crescentini, Marco [4 ]
Brunacci, Valerio [1 ]
Santoni, Francesco [1 ]
Moschitta, Antonio [1 ]
机构
[1] Univ Perugia, Engn Dept, Via G Duranti 93, I-06125 Perugia, Italy
[2] Univ Pisa, Engn Dept, I-56122 Pisa, Italy
[3] Univ Bologna, Engn Dept, Viale Risorgimento 2, I-40136 Bologna, Italy
[4] Univ Bologna, Engn Dept, Via Univ 50, I-47521 Cesena, Italy
来源
2024 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE, I2MTC 2024 | 2024年
关键词
D O I
10.1109/I2MTC60896.2024.10560991
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper illustrates circuital and rational functions models for the identification of the impedance of series-parallel connection of rechargeable batteries, using unevenly sampled time-domain data. Three circuital- and one-zero, two-pole rational function models are considered. Model parameters are identified using constrained minimization based on time-domain data. Approaches are validated using voltage and current signals sampled in a battery pack of a commercial car, collected during a long journey. It is shown that time-domain identification can be performed when the battery is functional and that model parameters exhibit a stationary behavior.
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页数:6
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