化学弹性塑性耦合电池活性粒子的建模与仿真

IF 3.7 2区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Computational Mechanics Pub Date : 2024-07-16 DOI:10.1007/s00466-024-02499-9
Raphael Schoof, Johannes Niermann, Alexander Dyck, Thomas Böhlke, Willy Dörfler
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引用次数: 0

摘要

作为锂离子电池的负极材料,非晶硅的能量密度明显高于目前使用的石墨负极。然而,锂和硅的合金化反应会引起巨大变形,导致体积变化高达 300%。我们根据有限变形,为非晶硅及其与锂的合金的化学弹性塑性扩散变形行为建立了热力学上一致的连续模型。本文提出了两种塑性理论,即与速率无关的线性各向同性硬化理论和与速率有关的塑性理论,以实现塑性变形的演化并减少出现的应力。利用现代数值技术,如高阶有限元方法以及高效的空间和时间自适应求解算法,对两种理论产生的扩散变形行为进行了比较。为了进一步提高计算效率,采用了自动微分方案,与全局有限元牛顿方案的线性化算法相比,大大加快了装配时间。这两种塑性方法都会导致浓度分布更加不均匀,并在一个充电周期结束时改变颗粒表面的拉伸切向考奇应力。不同的参数研究显示了塑性变形的放大效应。有趣的是,椭圆形粒子仅在较小的半轴处出现塑性变形。由于所应用方法的高效性,我们还讨论了五个充电周期后的结果,这些结果可以为锂离子电池的长期使用性能提供参考。
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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Modeling and simulation of chemo-elasto-plastically coupled battery active particles

As an anode material for lithium-ion batteries, amorphous silicon offers a significantly higher energy density than the graphite anodes currently used. Alloying reactions of lithium and silicon, however, induce large deformation and lead to volume changes up to 300%. We formulate a thermodynamically consistent continuum model for the chemo-elasto-plastic diffusion-deformation behavior of amorphous silicon and it’s alloy with lithium based on finite deformations. In this paper, two plasticity theories, i.e. a rate-independent theory with linear isotropic hardening and a rate-dependent one, are formulated to allow the evolution of plastic deformations and reduce occurring stresses. Using modern numerical techniques, such as higher order finite element methods as well as efficient space and time adaptive solution algorithms, the diffusion-deformation behavior resulting from both theories is compared. In order to further increase the computational efficiency, an automatic differentiation scheme is used, allowing for a significant speed up in assembling time as compared to an algorithmic linearization for the global finite element Newton scheme. Both plastic approaches lead to a more heterogeneous concentration distribution and to a change to tensile tangential Cauchy stresses at the particle surface at the end of one charging cycle. Different parameter studies show how an amplification of the plastic deformation is affected. Interestingly, an elliptical particle shows only plastic deformation at the smaller half axis. With the demonstrated efficiency of the applied methods, results after five charging cycles are also discussed and can provide indications for the performance of lithium-ion batteries in long term use.

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来源期刊
Computational Mechanics
Computational Mechanics 物理-力学
CiteScore
7.80
自引率
12.20%
发文量
122
审稿时长
3.4 months
期刊介绍: The journal reports original research of scholarly value in computational engineering and sciences. It focuses on areas that involve and enrich the application of mechanics, mathematics and numerical methods. It covers new methods and computationally-challenging technologies. Areas covered include method development in solid, fluid mechanics and materials simulations with application to biomechanics and mechanics in medicine, multiphysics, fracture mechanics, multiscale mechanics, particle and meshfree methods. Additionally, manuscripts including simulation and method development of synthesis of material systems are encouraged. Manuscripts reporting results obtained with established methods, unless they involve challenging computations, and manuscripts that report computations using commercial software packages are not encouraged.
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