A new battery modelling method based on simulation error minimization

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

doi:10.1109/PESGM.2014.6939188

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 proceeding › Conference 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 language	English
Title of host publication	PES General Meeting: Conference & Exposition, 2014 IEEE
Publisher	Institute of Electrical and Electronics Engineers Inc.
Number of pages	5
ISBN (Electronic)	9781479964154
DOIs	https://doi.org/10.1109/PESGM.2014.6939188
Publication status	Published - 31 Jul 2014
Event	IEEE Power & Energy Society General Meeting, 2014 (PES 14) - USA, Washington DC, United States Duration: 27 Jul 2014 → 31 Jul 2014

Conference

Conference	IEEE Power & Energy Society General Meeting, 2014 (PES 14)
Country/Territory	United States
City	Washington DC
Period	27/07/2014 → 31/07/2014

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10.1109/PESGM.2014.6939188

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@inproceedings{3687a7fa48c64fcf9c65148edf226be4,

title = "A new battery modelling method based on simulation error minimization",

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.",

author = "Cheng Zhang and Kang Li and Zhile Yang and Lei Pei and Chunbo Zhu",

year = "2014",

month = jul,

day = "31",

doi = "10.1109/PESGM.2014.6939188",

language = "English",

booktitle = "PES General Meeting: Conference & Exposition, 2014 IEEE",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

address = "United States",

note = "IEEE Power & Energy Society General Meeting, 2014 (PES 14) ; Conference date: 27-07-2014 Through 31-07-2014",

}

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 Inc., IEEE Power & Energy Society General Meeting, 2014 (PES 14), Washington DC, United States, 27/07/2014. https://doi.org/10.1109/PESGM.2014.6939188

TY - GEN

T1 - A new battery modelling method based on simulation error minimization

AU - Zhang, Cheng

AU - Li, Kang

AU - Yang, Zhile

AU - Pei, Lei

AU - Zhu, Chunbo

PY - 2014/7/31

Y1 - 2014/7/31

N2 - 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.

AB - 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.

U2 - 10.1109/PESGM.2014.6939188

DO - 10.1109/PESGM.2014.6939188

M3 - Conference contribution

BT - PES General Meeting: Conference & Exposition, 2014 IEEE

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - IEEE Power & Energy Society General Meeting, 2014 (PES 14)

Y2 - 27 July 2014 through 31 July 2014

ER -

A new battery modelling method based on simulation error minimization

Abstract

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