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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
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) | ||||
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Divisions: | Faculty of Science, Engineering and Medicine > Engineering > 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: |
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Page Range: | pp. 1-5 | ||||
DOI: | 10.1109/PESGM.2014.6939188 | ||||
Status: | Peer Reviewed | ||||
Publication Status: | Published | ||||
Access rights to Published version: | Open Access (Creative Commons) | ||||
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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