基于等效热模型的锂离子电池容量衰减特性研究

Liu Xintian, Zeng Guojian, He Yao, Dong Bo, Xu Xingwu
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引用次数: 9

摘要

在动力锂离子电池的生命周期中,温度对电池的容量衰减有直接的影响;然而,由于电池的密封结构,无法直接测量电池内部温度。为了解决这一问题,我们通过测量锂离子电池的表面温度和环境温度,利用等效热模型来估计锂离子电池的内部温度,建立ETM-Arrhenius(等效热模型- arrhenius)模型,该模型模拟电池容量衰退对内部温度的依赖关系,从而准确预测锂离子电池在其生命周期内的容量衰退特性。对锂离子电池进行了不同温度下的寿命测试,结果表明,ETM-Arrhenius模型可以准确预测锂离子电池在生命周期内的容量衰减特性;此外,将该模型应用于EFK、UKF等常用荷电状态估计算法时,可显著提高荷电状态估计的精度。
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Research on the capacity fading characteristics of a Li-ion battery based on an equivalent thermal model
Temperature has a direct impact on the capacity fading of a power Li-ion battery during the battery's lifecycle; however, the inner temperature of the battery cannot be measured directly because of the sealed structure. To address this problem, we estimate the inner temperature of a Li-ion battery by measuring the surface and ambient temperature using an equivalent thermal model to build the ETM-Arrhenius (equivalent thermal model-Arrhenius) model that models the dependence of the battery capacity fading on the inner temperature to enable the accurate prediction of the capacity fading characteristics of a Li-ion battery during its lifecycle. We conducted a lifecycle test on a Li-ion battery at different temperatures, and the results indicate that the ETM-Arrhenius model can predict the capacity fading characteristics of a Li-ion battery accurately during its lifecycle; in addition, when the model is used in EFK, UKF and other common state-of-charge (SOC) estimation algorithms, the accuracy of the SOC estimation can be improved significantly.
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