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Modeling the dynamic behavior of a lithium-ion battery for electric vehicles using numerical optimization 被引量:2
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作者 胡晓松 孙逢春 邹渊 《Journal of Beijing Institute of Technology》 EI CAS 2011年第1期60-64,共5页
In order to simulate the dynamical behavior of a lithium ion traction battery used in elec tric vehicles, an equivalent circuit based battery model was established. The methodology in the guide document of the ADVISO... In order to simulate the dynamical behavior of a lithium ion traction battery used in elec tric vehicles, an equivalent circuit based battery model was established. The methodology in the guide document of the ADVISOR software was used to determine the initial parameters of the model as a function of state of charge ( SoC ) over an experimental data set of the battery. A numerically nonlinear least squares algorithm in SIMULINK design optimization toolbox was applied to further op timize the model parameters. Validation results showed that the battery model could well describe the dynamic behavior of the lithinm ion battery in two different battery loading situations. 展开更多
关键词 battery modeling nonlinear least squares algorithm lithium ion battery
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