论文标题

基于零维物理学的锂硫电池模型的参数识别和灵敏度分析

Parameter Identification and Sensitivity Analysis for Zero-dimensional Physics-based Lithium-Sulfur Battery Models

论文作者

Xu, Chu, Cleary, Timothy, Li, Guoxing, Wang, Donghai, Fathy, Hosam K.

论文摘要

本文研究了从实验循环数据中估算锂硫(LIS)电池参数的问题。与传统的锂离子电池相比,LIS电池具有吸引力,这在很大程度上要归功于它们提供更高的能量密度的潜力。文献介绍了许多不同的LIS电池模型,具有不同的保真度和复杂性。这既包括更高的扩散反应模型,也包括“零维”模型,这些模型忽略了扩散动力学,同时捕获了潜在的还原氧化反应的物理。本文着重于零维的LIS电池模型,并从文献中开发了四个这样的模型,反映了对模型的氧化还原反应的不同选择。越来越需要使用实验循环数据集来参数化这些模型并比较其保真度。为了满足这种需求,我们制造了LIS硬币细胞,并对这些细胞进行了电荷/放电循环测试。同时,我们分析了模拟LIS电池电荷/放电特性对基础模型参数的灵敏度。使用此灵敏度分析,我们从循环数据中选择了一个模型参数的子集进行识别,并为所有四个LIS电池模型估算了这些参数,从而对这些模型的相应保真度进行了一致的实验比较和评估。

This paper examines the problem of estimating the parameters of a Lithium-Sulfur (LiS) battery from experimental cycling data. LiS batteries are attractive compared to traditional Lithium-Ion batteries, thanks largely to their potential to provide higher energy densities. The literature presents a number of different LiS battery models, with different fidelities and complexities. This includes both higher-fidelity diffusion-reaction models as well as "zero-dimensional" models that neglect diffusion dynamics while capturing the physics of the underlying reduction-oxidation reactions. The paper focuses on zero-dimensional LiS battery models, and develops four such models from the literature, reflecting different choices of which redox reactions to model. There is a growing need for using experimental cycling datasets to both parameterize these models and compare their fidelities. To address this need, we fabricated LiS coin cells and performed charge/discharge cycling tests on these cells. In parallel, we analyzed the sensitivity of simulated LiS battery charge/discharge characteristics to underlying model parameters. Using this sensitivity analysis, we selected a subset of model parameters for identification, and estimated these parameters for all four LiS battery models from cycling data, thereby arriving at a consistent experimental comparison and assessment of these models' respective fidelities.

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