A maximum-entropy length-orientation closure for short-fiber reinforced composites

IF 3.7 2区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Computational Mechanics Pub Date : 2024-02-24 DOI:10.1007/s00466-024-02447-7
Alok Mehta, Matti Schneider
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Abstract

We describe an algorithm for generating fiber-filled volume elements for use in computational homogenization schemes which accounts for a coupling of the fiber-length and the fiber-orientation. For prescribed fiber-length distribution and fiber-orientation tensor of second order, a maximum-entropy estimate is used to produce a fiber-length-orientation distribution which mimics real injection molded specimens, where longer fibers show a stronger alignment than shorter fibers. We derive the length-orientation closure from scratch, discuss its integration into the sequential addition and migration algorithm for generating fiber-filled microstructures for industrial volume fractions and investigate the resulting effective elastic properties. We demonstrate that accounting for the length-orientation coupling permits to match the measured Young’s moduli in principal fiber direction and transverse to it more accurately than for closure approximations ignoring the length-orientation coupling.

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短纤维增强复合材料的最大熵长度-取向封闭
我们介绍了一种生成纤维填充体积元素的算法,该算法用于计算均质化方案,其中考虑了纤维长度和纤维取向的耦合。对于规定的纤维长度分布和二阶纤维取向张量,我们使用最大熵估计来生成纤维长度取向分布,该分布模拟实际注塑试样,其中较长的纤维比较短的纤维显示出更强的排列。我们从零开始推导了长度取向封闭,讨论了如何将其集成到顺序添加和迁移算法中,以生成工业体积分数的纤维填充微结构,并研究了由此产生的有效弹性特性。我们证明,与忽略长度方向耦合的闭合近似相比,考虑长度方向耦合可以更准确地匹配主纤维方向和横向的杨氏模量测量值。
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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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