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Random homogenization analysis in linear elasticity based on analytical bounds and estimates

机译:基于分析范围和估计的线性弹性随机均质分析

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摘要

In this work, random homogenization analysis of heterogeneous materials is addressed in the context of elasticity, where the randomness and correlation of components' properties are fully considered and random effective properties together with their correlation for the two-phase heterogeneous material are then sought. Based on the analytical results of homogenization in linear elasticity, when the randomness of bulk and shear moduli, the volume fraction of each constituent material and correlation among random variables are considered simultaneously, formulas of random mean values and mean square deviations of analytical bounds and estimates are derived from Random Factor Method. Results from the Random Factor Method and the Monte-Carlo Method are compared with each other through numerical examples, and impacts of randomness and correlation of random variables on the random homogenization results are inspected by two methods. Moreover, the correlation coefficients of random effective properties are obtained by the Monte-Carlo Method. The Random Factor Method is found to deliver rapid results with comparable accuracy to the Monte-Carlo approach.
机译:在这项工作中,在弹性的背景下解决了异质材料的随机均质化问题,其中充分考虑了组件特性的随机性和相关性,然后寻找两相异质材料的随机有效特性及其相关性。根据线性弹性均质化的分析结果,同时考虑体积和剪切模量的随机性,各组成材料的体积分数和随机变量之间的相关性,并计算分析范围的均值和均方差公式源自随机因子法。通过数值实例比较了随机因子方法和蒙特卡洛方法的结果,并通过两种方法检验了随机性和随机变量的相关性对随机均化结果的影响。此外,通过蒙特卡洛方法获得随机有效特性的相关系数。发现随机因子方法可以提供快速结果,其准确性与蒙特卡洛方法相当。

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