Fractional system identification for lead acid battery state of charge estimation

被引:259
作者
Sabatier, Jocelyn [1 ]
Aoun, Mohamed
Oustaloup, Alain
Gregoire, Gilles
Ragot, Franck
Roy, Patrick
机构
[1] Univ Bordeaux 1, ENSEIRB, LAPS, Equipe CRONE,CNRS 351,UMR 5131, F-33405 Talence, France
[2] PSA Peugeot Citroen, DRIA Route Gisy, F-78943 Velizy Villacoublay, France
关键词
fractional order dynamical systems; system identification; lead acid batteries; state of charge estimation;
D O I
10.1016/j.sigpro.2006.02.030
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 [电气工程]; 0809 [电子科学与技术];
摘要
This paper deals with the application of fractional system identification to lead acid battery state of charge estimation. Fractional behavior of lead acid batteries is justified. A fractional system identification method recently developed is presented and a new fractional model of the battery is proposed. Based on parameter variations of this model, a state of charge estimation method is presented. Validation tests of this method on unknown state of charge are carried out. These validation tests highlights that the proposed estimation method gives a state of charge estimation with an error close to 5% whatever the operating temperature. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:2645 / 2657
页数:13
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