Systematic derivation and validation of a re duce d thermal-electrochemical model for lithium-ion batteries using asymptotic methods

被引:41
|
作者
Planella, Ferran Brosa [1 ,2 ]
Sheikh, Muhammad [1 ]
Widanage, W. Dhammika [1 ,2 ]
机构
[1] Univ Warwick, WMG, Gibbet Hill Rd, Coventry CV4 7AL, W Midlands, England
[2] Faraday Inst, Harwell Campus, Didcot OX11 0RA, Oxon, England
关键词
Lithium-ion batteries; Battery modelling; Thermal-electrochemical model; Reduced model; Asymptotic techniques; REDUCTION;
D O I
10.1016/j.electacta.2021.138524
中图分类号
O646 [电化学、电解、磁化学];
学科分类号
081704 ;
摘要
The widely used Doyle-Fuller-Newman (DFN) model for lithium-ion batteries is too computationally expensive for certain applications, which has motivated the appearance of a plethora of simpler models. These models are usually posed in an ad hoc manner, leading to inconsistencies with the DFN model and to multiple formulations of the same model, with the Single Particle Model (SPM) being a very good example of the latter. In this work, we discuss the concept of SPM-type models showing that, despite the multiple formulations found in the literature, these models always follow the same structure, and we extend this discussion to models accounting for thermal effects. Then, we present a Thermal Single Particle Model with electrolyte (TSPMe) derived in a systematic manner using asymptotic techniques. The validation of the TSPMe against a thermal DFN model shows very high accuracy with a computational cost over forty times smaller. The comparison against experimental data shows that the model does a reasonable job predicting the behaviour of a real battery, but a very good parameter set is required to obtain accurate predictions. (c) 2021 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY license ( http://creativecommons.org/licenses/by/4.0/ )
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页数:24
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