高功率锂电池电芯表征与仿真的高保真度热依赖电学模型

T. Huria, Massimo Ceraolo, Javier Gazzarri, Robyn A. Jackey
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引用次数: 371

摘要

为实现动力总成电气化,对先进锂电池精确模拟的需求日益增长,这就要求快速准确的建模方案。此外,电池模型必须考虑热效应,因为温度在电化学系统的动力学和输运现象中至关重要。本文提出了一种建立具有热依赖性的多温度锂电池模拟模型的有效方法。一个电压源、一个串联电阻和一个RC块的等效电路模型能够解释实验中观察到的放电动态。采用脉冲电流放电实验对大功率锂电池(LiNi-CoMnO2阴极和石墨基阳极)在不同工作条件下的参数估计数值方案揭示了等效电路元件对充电状态、平均电流和温度的依赖性。该过程有助于创建能够预测电流/电压性能和估计运行时电荷状态的高保真模型。该模型在具有独立驱动循环的锂电池上进行了验证,电压精度在2%以内。该模型还用于模拟恒流放电场景下的热积累。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
High fidelity electrical model with thermal dependence for characterization and simulation of high power lithium battery cells
The growing need for accurate simulation of advanced lithium cells for powertrain electrification demands fast and accurate modeling schemes. Additionally, battery models must account for thermal effects because of the paramount importance of temperature in kinetic and transport phenomena of electrochemical systems. This paper presents an effective method for developing a multi-temperature lithium cell simulation model with thermal dependence. An equivalent circuit model with one voltage source, one series resistor, and a single RC block was able to account for the discharge dynamics observed in the experiment. A parameter estimation numerical scheme using pulse current discharge tests on high power lithium (LiNi-CoMnO2 cathode and graphite-based anode) cells under different operating conditions revealed dependences of the equivalent circuit elements on state of charge, average current, and temperature. The process is useful for creating a high fidelity model capable of predicting electrical current/voltage performance and estimating run-time state of charge. The model was validated for a lithium cell with an independent drive cycle showing voltage accuracy within 2%. The model was also used to simulate thermal buildup for a constant current discharge scenario.
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