Zhang, Cheng, Li, Kang, Yang, Zhile, Pei, Lei and Zhu, Chunbo (2014) A new battery modelling method based on simulation error minimization. In: 2014 IEEE PES General Meeting and Conference & Exposition, Washington DC, 27-31 Jul 2014. Published in: 2014 IEEE PES General Meeting | Conference & Exposition pp. 1-5. ISBN 9781479964154. doi:10.1109/PESGM.2014.6939188

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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.

Item Type:	Conference Item (Paper)
Divisions:	Faculty of Science > WMG (Formerly the Warwick Manufacturing Group)
Journal or Publication Title:	2014 IEEE PES General Meeting | Conference & Exposition
Publisher:	IEEE
ISBN:	9781479964154
Book Title:	2014 IEEE PES General Meeting | Conference & Exposition
Official Date:	30 October 2014
Dates:	Date Event 30 October 2014 Published
Page Range:	pp. 1-5
DOI:	10.1109/PESGM.2014.6939188
Status:	Peer Reviewed
Publication Status:	Published
Access rights to Published version:	Open Access
Conference Paper Type:	Paper
Title of Event:	2014 IEEE PES General Meeting and Conference & Exposition
Type of Event:	Conference
Location of Event:	Washington DC
Date(s) of Event:	27-31 Jul 2014

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