求解锂离子电池非均相电化学-热模型的综合数值方法

IF 2.5 2区 数学 Q1 MATHEMATICS, APPLIED
Qiyu Chen , Lance Zhao , Susan Chen , Ke Ge , Zhe Lyu , Zhe Li
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引用次数: 0

摘要

锂离子电池非均质模型的多尺度几何复杂性和强耦合多物理场特性给数值模拟带来了巨大挑战。本研究开发了一个基于开源平台OpenFOAM的数值计算框架。为了解决异构模型的复杂结构,该框架采用局部均匀化进行跨尺度空间离散化和域分解,并具有定制的控制方程和边界条件。此外,为了处理多物理场耦合和方程组的强非线性,实现了分离嵌套迭代算法。该方法结合了外环电流密度优化和内环势方程松弛,有效地解决了矩阵刚度和收敛困难。通过对实验数据和COMSOL模拟的双重验证,严格验证了该框架的准确性。结果显示出极好的一致性,终端电压预测在三种c -速率之间的平均相对差异保持在2%以下。采用并行架构,在64核并行化下,典型电池系统的模拟时间不到0.5小时,加速速度高达50倍。在不同条件下对各种材料系统进行了广泛的数值测试,证明了出色的鲁棒性。本研究为开发专门用于电池应用的电化学数值模拟工具建立了基础框架,为下一代超高性能电池的设计提供了便利。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A comprehensive numerical approach for solving heterogeneous electrochemical-thermal model of lithium-ion battery
Numerical simulation of lithium-ion battery heterogeneous model faces significant challenges due to multiscale geometric complexity and strongly coupled multiphysics behavior. This study develops a numerical computational framework based on open-source platform OpenFOAM. To address the complex structure of the heterogeneous model, the framework employs local homogenization for cross-scale spatial discretization and domain decomposition with customized governing equations and boundary conditions. Furthermore, to handle the multiphysics coupling and strong nonlinearity of the equations, a segregated nested iterative algorithm is implemented. This approach incorporates outer-loop current density optimization with inner-loop potential equation relaxation to effectively resolve matrix stiffness and convergence difficulties. The accuracy of this framework is rigorously validated through dual verification against experimental data and COMSOL simulations. Results show excellent agreement, with terminal voltage predictions maintaining under 2% average relative difference across three C-rates. Featuring parallel architecture, it achieves less than 0.5 h simulation time for typical battery systems with remarkable 50× speedup at 64-core parallelization. Extensive numerical tests across various material systems under diverse conditions demonstrate exceptional robustness. This study establishes a foundational framework for developing electrochemical numerical simulation tools specifically for battery applications, facilitating the design of next-generation ultra-high-performance batteries.
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来源期刊
Computers & Mathematics with Applications
Computers & Mathematics with Applications 工程技术-计算机:跨学科应用
CiteScore
5.10
自引率
10.30%
发文量
396
审稿时长
9.9 weeks
期刊介绍: Computers & Mathematics with Applications provides a medium of exchange for those engaged in fields contributing to building successful simulations for science and engineering using Partial Differential Equations (PDEs).
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