A new battery modelling method based on simulation error minimization


Autoria(s): Zhang, Cheng; Li, Kang; Yang, Zhile; Pei, Lei; Zhu, Chunbo
Data(s)

31/07/2014

Resumo

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.

Identificador

http://pure.qub.ac.uk/portal/en/publications/a-new-battery-modelling-method-based-on-simulation-error-minimization(3687a7fa-48c6-4fcf-9c65-148edf226be4).html

http://dx.doi.org/10.1109/PESGM.2014.6939188

Idioma(s)

eng

Publicador

Institute of Electrical and Electronics Engineers (IEEE)

Direitos

info:eu-repo/semantics/restrictedAccess

Fonte

Zhang , C , Li , K , Yang , Z , Pei , L & Zhu , C 2014 , A new battery modelling method based on simulation error minimization . in PES General Meeting: Conference & Exposition, 2014 IEEE . Institute of Electrical and Electronics Engineers (IEEE) , IEEE Power & Energy Society General Meeting, 2014 (PES 14) , Washington DC , United States , 27-31 July . DOI: 10.1109/PESGM.2014.6939188

Tipo

contributionToPeriodical