A Single Particle model with electrolyte and side reactions for degradation of lithium-ion batteries

被引:18
|
作者
Planella, Ferran Brosa [1 ,2 ,3 ]
Widanage, W. Dhammika [2 ,3 ]
机构
[1] Univ Warwick, Math Inst, Gibbet Hill Rd, Coventry CV4 7AL, England
[2] Univ Warwick, WMG, Gibbet Hill Rd, Coventry CV4 7AL, England
[3] Faraday Inst, Harwell Campus, Didcot OX11 0RA, England
基金
“创新英国”项目;
关键词
Lithium -ion batteries; Model reduction; Single Particle model; Lithium plating; Solid -electrolyte interphase growth; Asymptotic methods; CAPACITY FADE; TRANSPORT; INTERPHASE; BEHAVIOR; PHYSICS;
D O I
10.1016/j.apm.2022.12.009
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Battery degradation, which is the reduction of performance over time, is one of the main roadblocks to the wide deployment of lithium-ion batteries. Physics-based models, such as those based on the Doyle-Fuller-Newman model, are invaluable tools to understand and predict such phenomena. However, these models are often too complex for practical ap-plications, so reduced models are needed. In this article we introduce the Single Particle Model with electrolyte and Side Reactions, a reduced model with electrochemical degrada-tion which has been formally derived from the Doyle-Fuller-Newman model with Side Re-actions using asymptotic methods. The reduced model has been validated against the full model for three scenarios (solid-electrolyte interphase growth, lithium plating, and both effects combined) showing similar accuracy at a much lower computational cost. The im-plications of the results are twofold: the reduced model is simple and accurate enough to be used in most real practical applications, and the reduction framework used is robust so it can be extended to account for further degradation effects. (c) 2022 The Author(s). Published by Elsevier Inc. This is an open access article under the CC BY license ( http://creativecommons.org/licenses/by/4.0/ )
引用
收藏
页码:586 / 610
页数:25
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