Current Imbalance in Dissimilar Parallel-Connected Batteries and the Fate of Degradation Convergence

IF 1.7 4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS
Andrew Weng, Hamidreza Movahedi, Clement Wong, Jason B. Siegel, Anna G. Stefanopoulou
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引用次数: 0

Abstract

Abstract This paper proposes an analytical framework describing how initial capacity and resistance variability in parallel-connected battery cells may inflict additional variability or reduce variability while the cells age. We derive closed-form equations for current and SOC imbalance dynamics within any given charge or discharge cycle. These dynamics are represented by a first-order equivalent circuit model with a linear open circuit voltage behavior and validated against experimental data. To demonstrate how current and SOC imbalance leads to cell degradation, we developed a simplified, incremental degradation update scheme based on the solid electrolyte interphase growth mechanism. We propose a scheme in which the inter-cycle imbalance dynamics update the intra-cycle degradation dynamics, and vice versa. Using this framework, we demonstrate that current imbalance can cause convergent degradation trajectories, consistent with previous reports. However, we also demonstrate that different degradation assumptions, such as those associated with SOC imbalance, may cause divergent degradation in some cases. We finally highlight the role of different cell chemistries, including different OCV function nonlinearities, on system behavior, and derive analytical bounds on the SOC imbalance using Lyapunov analysis.
不同并联电池的电流不平衡及退化收敛的命运
摘要本文提出了一个分析框架,描述了当电池老化时,并联电池的初始容量和电阻变化如何造成额外的变异性或减少变异性。在任何给定的充放电周期内,我们推导出电流和荷电状态不平衡动力学的封闭方程。这些动态由具有线性开路电压行为的一阶等效电路模型表示,并根据实验数据进行了验证。为了证明电流和SOC失衡如何导致细胞降解,我们基于固体电解质间相生长机制开发了一种简化的增量降解更新方案。我们提出了一种周期间不平衡动态更新周期内退化动态的方案,反之亦然。使用这个框架,我们证明了当前的不平衡可以导致收敛的退化轨迹,与以前的报告一致。然而,我们也证明了不同的降解假设,例如与有机碳失衡相关的假设,在某些情况下可能导致不同的降解。我们最后强调了不同的细胞化学,包括不同的OCV函数非线性,对系统行为的作用,并使用李雅普诺夫分析推导了SOC不平衡的解析界。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.90
自引率
11.80%
发文量
79
审稿时长
24.0 months
期刊介绍: The Journal of Dynamic Systems, Measurement, and Control publishes theoretical and applied original papers in the traditional areas implied by its name, as well as papers in interdisciplinary areas. Theoretical papers should present new theoretical developments and knowledge for controls of dynamical systems together with clear engineering motivation for the new theory. New theory or results that are only of mathematical interest without a clear engineering motivation or have a cursory relevance only are discouraged. "Application" is understood to include modeling, simulation of realistic systems, and corroboration of theory with emphasis on demonstrated practicality.
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