Simplification and order reduction of lithium-ion battery model based on porous-electrode theory

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• 作者：Thanh-Son  ; Dao  ; ;   ; ^{tdao@maplesoft.com} ; Chandrika P.  ; Vyasarayani ;   ; ^{cpvyasar@engmail.uwaterloo.ca} ; John  ; McPhee ;   ; ^{mcphee@real.uwaterloo.ca}
• 关键词：Galerkin ; Model simplification ; Model order reduction ; Lithium-ion battery ; Porous electrode ; Hybrid electric vehicle
• 刊名：Journal of Power Sources
• 出版年：2012
• 出版时间：15 January 2012
• 年：2012
• 卷：198
• 期：Complete
• 页码：329-337
• 全文大小：831 K

文摘

In this paper, effective and systematic steps in the mathematical simplification and reduction of physics-based lithium-ion (Li-ion) battery models to improve computational efficiency will be presented. The battery model used for simulations is an isothermal model proposed by Newman and Tiedemann and Doyle et al. which incorporates the concentrated solution theory, the porous electrode theory, and the variations in electronic/ionic conductivities and diffusivities. The simplified model is formulated by exploiting the nature of the model and the structure of the governing equations. Simulations show that the simplified model can reduce computational time significantly while still retaining the accuracy compared to the full-order rigorous model.