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A new battery modelling method based on simulation error minimization

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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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Official URL: http://dx.doi.org/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:
DateEvent
30 October 2014Published
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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