无模型化学机械界面:瞬态质量扩散下的历史依赖性损伤

IF 6.9 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY
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引用次数: 0

摘要

本文提出了一种基于化学机械内聚界面距离函数的数据驱动框架,以捕捉瞬态扩散和由此产生的界面损伤演变。该框架消除了对复杂构成模型和现象学假设的依赖,特别是避免了与给定材料数据库的切线项耦合。界面化学势及其跃迁用于扩展描述界面化学状态的相空间。随后,提出了一种新的化学机械距离规范,包括牵引-分离对、界面化学势-浓度对和相应的化学势跃迁-通量对。通过拉格朗日乘法器实现了界面牵引力的动量守恒定律和界面浓度的质量守恒定律。为了跟踪与历史相关的界面损伤状态,引入了一个内部变量(称为界面完整性)来调节界面数据库和管理子集映射策略,并遵循物理上的演化约束。通过数值示例研究了本框架的效率和能力。单调加载测试验证了相对于数据点数量的良好数值收敛性。随后的循环加载模拟与参考解相比,表明该算法非常适合预测复杂加载路径下与历史相关的界面损伤演变。最后,化学机械耦合示例捕捉到了由瞬态扩散和应力驱动扩散诱发的界面膨胀和界面降解等现象。目前的研究为理解异质复合材料中界面的化学机械行为提供了一种很有前途的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Model-free chemomechanical interfaces: History-dependent damage under transient mass diffusion

This paper presents a data-driven framework based on distance functional for chemo-mechanical cohesive interfaces to capture transient diffusion and resulting interfacial damage evolution. The framework eliminates reliance on complex constitutive models and phenomenological assumptions, especially avoiding the coupling tangent terms with a given material database. The interfacial chemical potential and its jumps are used to expand the phase space for describing the chemical states of interfaces. Subsequently, a novel chemo-mechanical distance norm, including traction-separation pair, interfacial chemical potential-concentration pair and corresponding chemical potential jump-flux pair, is presented. Momentum conservation law for interfacial tractions and mass conservation law for interfacial concentration are enforced via Lagrange multipliers. For tracking the history-dependent state of the interface damage, an internal variable, termed interface integrity, is introduced to condition the interfacial database and manage the subsets mapping strategies, following physically motivated evolution constraints. Numerical examples are conducted to investigate the efficiency and capability of the present framework. A monotonic loading test validates a good numerical convergence relative to the number of data points. Subsequent cyclic loading simulations, compared with the reference solutions, show that the algorithm is well suitable to predict the history-dependent interface damage evolution under complex loading paths. Finally, the chemo-mechanically coupled examples capture phenomena such as interfacial swelling and interface degradation induced by transient diffusion and stress-driven diffusion. The current work provides a promising tool for understanding chemo-mechanical behaviors of interfaces within heterogeneous composites.

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来源期刊
CiteScore
12.70
自引率
15.30%
发文量
719
审稿时长
44 days
期刊介绍: Computer Methods in Applied Mechanics and Engineering stands as a cornerstone in the realm of computational science and engineering. With a history spanning over five decades, the journal has been a key platform for disseminating papers on advanced mathematical modeling and numerical solutions. Interdisciplinary in nature, these contributions encompass mechanics, mathematics, computer science, and various scientific disciplines. The journal welcomes a broad range of computational methods addressing the simulation, analysis, and design of complex physical problems, making it a vital resource for researchers in the field.
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