A finite element homogenization-based approach to analyze anisotropic mechanical properties of chopped fiber composites using realistic microstructural models
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Abstract
This article presents the application of cubic Statistical Volume Elements (SVEs) to homogenize the elasticity tensor of epoxy matrix chopped glass fiber composites using displacement boundary conditions. A virtual microstructure reconstruction algorithm is used to reconstruct three large domains of the composites with different fiber orientation distributions. A non-iterative parallel meshing algorithm, named CISAMR, is then implemented to generate high-fidelity finite element models and simulate the linear elastic response of 1536 SVEs extracted from these domains. While the fiber orientations imply transversely isotropic elasticity stiffness matrices, for the SVE sizes considered, the composite is not quite transversely isotropic. We propose two indices of transverse isotropy to (1) determine the orientation at which a given property most closely matches the transversely isotropic assumption for an SVE, (2) quantify the corresponding transversely isotropic discrepancy, and (3) state the extent of transverse isotropy by measuring the difference between transverse and average normal quantities. The former can be applied to any orientation-dependent quantity such as strength, whereas the latter only applies to the elasticity tensor. We demonstrate the superiority of the latter for elastic properties and use the former to show that a proposed initiation fracture strength is farther away from its transversely isotropic limit compared to the directional elasticity normal stiffness.
本文介绍了立方体统计量元(SVE)在使用位移边界条件均匀化环氧基切碎玻璃纤维复合材料弹性张量时的应用。虚拟微结构重建算法用于重建具有不同纤维取向分布的复合材料的三个大域。然后采用一种名为 CISAMR 的非迭代并行网格划分算法生成高保真有限元模型,并模拟从这些域中提取的 1536 个 SVE 的线性弹性响应。虽然纤维取向意味着横向各向同性的弹性刚度矩阵,但就所考虑的 SVE 大小而言,复合材料并不完全是横向各向同性的。我们提出了两种横向各向同性指数:(1) 确定特定属性最接近 SVE 横向各向同性假设的取向;(2) 量化相应的横向各向同性差异;(3) 通过测量横向和平均法线量之间的差异来说明横向各向同性的程度。前者可应用于任何与方向有关的量,如强度,而后者只适用于弹性张量。我们证明了后者在弹性特性方面的优越性,并使用前者表明,与定向弹性法向刚度相比,拟议的起始断裂强度更远离其横向各向同性极限。
期刊介绍:
The aim of this journal is to provide ideas and information involving the use of the finite element method and its variants, both in scientific inquiry and in professional practice. The scope is intentionally broad, encompassing use of the finite element method in engineering as well as the pure and applied sciences. The emphasis of the journal will be the development and use of numerical procedures to solve practical problems, although contributions relating to the mathematical and theoretical foundations and computer implementation of numerical methods are likewise welcomed. Review articles presenting unbiased and comprehensive reviews of state-of-the-art topics will also be accommodated.