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

被引:174
作者
Dao, Thanh-Son [1 ]
Vyasarayani, Chandrika P. [1 ]
McPhee, John [1 ]
机构
[1] Univ Waterloo, Dept Syst Design Engn, Waterloo, ON N2L 3G1, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Galerkin; Model simplification; Model order reduction; Lithium-ion battery; Porous electrode; Hybrid electric vehicle; FUEL-CELLS; SIMULATION;
D O I
10.1016/j.jpowsour.2011.09.034
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
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 [1] and Doyle et al. [2] 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. Crown Copyright (C) 2011 Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:329 / 337
页数:9
相关论文
共 25 条
  • [1] [Anonymous], 2002, ADV LITHIUM ION BATT
  • [2] [Anonymous], P 5 AS C MULT DYN
  • [3] [Anonymous], SINGULARITIES GROUPS
  • [4] Reduced order models for diffusion systems using singular perturbations
    Bhikkaji, B
    Söderström, T
    [J]. ENERGY AND BUILDINGS, 2001, 33 (08) : 769 - 781
  • [5] Reduction of Model Order Based on Proper Orthogonal Decomposition for Lithium-Ion Battery Simulations
    Cai, Long
    White, Ralph E.
    [J]. JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 2009, 156 (03) : A154 - A161
  • [6] CHATURVEDI NA, 2010, IEEE CONTROL SYST MA
  • [7] Di Domenico Domenico, 2008, 2008 IEEE International Conference on Control Applications (CCA) part of the IEEE Multi-Conference on Systems and Control, P702, DOI 10.1109/CCA.2008.4629639
  • [8] Di Domenico D., 2010, J DYN SYST MEAS CONT, V132
  • [9] Comparison of modeling predictions with experimental data from plastic lithium ion cells
    Doyle, M
    Newman, J
    Gozdz, AS
    Schmutz, CN
    Tarascon, JM
    [J]. JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 1996, 143 (06) : 1890 - 1903
  • [10] MODELING OF GALVANOSTATIC CHARGE AND DISCHARGE OF THE LITHIUM POLYMER INSERTION CELL
    DOYLE, M
    FULLER, TF
    NEWMAN, J
    [J]. JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 1993, 140 (06) : 1526 - 1533