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ELECTROCHEMICAL-THERMAL MODELING OF LI-ION BATTERY PACKS

机译:锂离子电池组的电化学-热模拟

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Lithium-ion batteries for automotive applications are subject to aging with usage and environmental conditions, leading to the reduction of the performance, reliability and life span of the battery pack. To this extent, the ability of simulating the dynamic behavior of a battery pack using high-fidelity electrochemical and thermal models could provide very useful information for the design of Battery Management Systems (BMS). For instance such models could be used to predict the impact of cell-to-cell variations in the electrical and thermal properties on the overall performance of the pack, as well as on the propagation of degradation from one cell to another. This paper presents a method for fast simulation of an integrated electrochemical-thermal battery pack model based on first-principles. First, a coupled electrochemical and thermal model is developed for a single cell, based upon the data of a composite LiNi_(1/3)Mn_(1/3)Co_(1/3)O_2 - LiMn_2O_4 (LMO-NMC) Li-ion battery, and validated on experimental data. Then, the cell model is extended to a reconfigurable and parametric model of a complete battery pack. The proposed modeling approach is completely general and applicable to characterize any pack topology, varying electrical connections and thermal boundary conditions. Finally, simulation results are shown to illustrate the effects of parameter variability on the pack performance.
机译:汽车用锂离子电池会因使用和环境条件而老化,从而导致电池组的性能,可靠性和使用寿命下降。在此程度上,使用高保真电化学和热模型模拟电池组动态行为的能力可以为电池管理系统(BMS)的设计提供非常有用的信息。例如,这样的模型可以用来预测电性质和热性质的电池间变化对电池组整体性能以及从一个电池到另一个电池的降解传播的影响。本文提出了一种基于第一性原理的快速集成电化学热电池组模型的仿真方法。首先,根据复合LiNi_(1/3)Mn_(1/3)Co_(1/3)O_2-LiMn_2O_4(LMO-NMC)Li-离子电池,并根据实验数据进行了验证。然后,将电池模型扩展为完整电池组的可重新配置和参数化模型。所提出的建模方法是完全通用的,适用于表征任何电池组拓扑,变化的电连接和热边界条件。最后,仿真结果表明了参数可变性对电池组性能的影响。

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