A new battery modelling method based on simulation error minimization

Cheng Zhang, Kang Li, Zhile Yang, Lei Pei, Chunbo Zhu

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

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.
Original languageEnglish
Title of host publicationPES General Meeting: Conference & Exposition, 2014 IEEE
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Number of pages5
ISBN (Electronic)9781479964154
DOIs
Publication statusPublished - 31 Jul 2014
EventIEEE Power & Energy Society General Meeting, 2014 (PES 14) - USA, Washington DC, United States
Duration: 27 Jul 201431 Jul 2014

Conference

ConferenceIEEE Power & Energy Society General Meeting, 2014 (PES 14)
CountryUnited States
CityWashington DC
Period27/07/201431/07/2014

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