Error propagation from microstructure changes to apparent stiffness in 2D biphase matrix-inclusion composites

IF 4.4 2区 工程技术 Q1 MECHANICS
Anna Gorgogianni , Tanguy Ramanantsoavina , Chloé Arson
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引用次数: 0

Abstract

The representation of material microstructure in most existing analytical homogenization models is condensed into a set of well-known “classical” microstructure descriptors, such as the volume fraction and morphology of the individual phases of a composite. This study considers an enriched set of micro descriptors, containing both those “classical” descriptors as well as “non-classical” descriptors which quantify the spatial correlations of any two given micro material points inside a random heterogeneous material. We focus on 2D composites consisting of a matrix with embedded inhomogeneities (or inclusions) of random spatial arrangement. Both phases are treated as homogeneous, linearly elastic and isotropic. Starting from a rich database of reference microstructures, new datasets of perturbed microstructures are created, by inducing changes emulating the physical processes of inclusion nucleation and growth. All microstructures are characterized using the enriched set of micro descriptors, while their apparent stiffness tensor is computed numerically with the finite element (FE) method. A sensitivity analysis between the changes of the micro descriptors and corresponding changes of the apparent stiffness tensor reveals that the “non-classical” descriptors are consistently highly important to the macroscopic behavior. This suggests that enhanced homogenization models, made dependent on the identified pertinent “non-classical” micro descriptors, could be of higher predictive capability than existing approaches.

Abstract Image

二维双相基体-夹杂复合材料微观结构变化对表观刚度的误差传播
在大多数现有的分析均质模型中,材料微观结构的表征被浓缩为一组众所周知的“经典”微观结构描述符,例如复合材料的体积分数和单个相的形貌。本研究考虑了一组丰富的微描述符,其中既包含“经典”描述符,也包含“非经典”描述符,这些描述符量化了随机异质材料中任意两个给定微材料点的空间相关性。我们专注于二维复合材料组成的矩阵嵌入不均匀性(或内含物)的随机空间排列。两相均被视为均匀的、线性弹性的和各向同性的。从丰富的参考微结构数据库开始,通过诱导模拟包裹体成核和生长的物理过程的变化,创建了新的微扰微结构数据集。利用丰富的微观描述符集对所有微观结构进行表征,并用有限元法对其表观刚度张量进行数值计算。微观描述子变化与表观刚度张量变化之间的敏感性分析表明,“非经典”描述子对宏观行为始终具有高度重要性。这表明,依赖于确定的相关“非经典”微观描述符的增强均质模型可能比现有方法具有更高的预测能力。
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
7.00
自引率
7.30%
发文量
275
审稿时长
48 days
期刊介绍: The European Journal of Mechanics endash; A/Solids continues to publish articles in English in all areas of Solid Mechanics from the physical and mathematical basis to materials engineering, technological applications and methods of modern computational mechanics, both pure and applied research.
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