DocumentCode
135235
Title
A new battery modelling method based on simulation error minimization
Author
Cheng Zhang ; Kang Li ; Zhile Yang ; Lei Pei ; Chunbo Zhu
Author_Institution
Sch. of Electron., Electr. Eng. & Comput. Sci., Queen´s Univ. Belfast, Belfast, UK
fYear
2014
fDate
27-31 July 2014
Firstpage
1
Lastpage
5
Abstract
A new battery modelling method is presented based on the simulation error minimization criterion rather than the conventional prediction error criterion. A new integrated optimization method to optimize the model parameters is proposed. This new method is validated on a set of Li ion battery test data, and the results confirm the advantages of the proposed method in terms of the model generalization performance and long-term prediction accuracy.
Keywords
battery management systems; optimisation; secondary cells; battery modelling method; integrated optimization method; long term prediction accuracy; model generalization performance; simulation error minimization; Batteries; Data models; Integrated circuit modeling; Minimization; Predictive models; System-on-chip; Training;
fLanguage
English
Publisher
ieee
Conference_Titel
PES General Meeting | Conference & Exposition, 2014 IEEE
Conference_Location
National Harbor, MD
Type
conf
DOI
10.1109/PESGM.2014.6939188
Filename
6939188
Link To Document