Celine Lauff, Matti Schneider, John Montesano, Thomas Böhlke
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引用次数: 0
摘要
我们引入了熔融顺序添加和迁移(fSAM)算法,用于生成具有长、柔性、非重叠纤维和工业体积分数的纤维复合材料的微结构。所提出的算法基于将纤维建模为多边形链,并通过优化框架强制执行非重叠约束。另一方面,连接性约束通过达朗贝尔约束机械系统来处理。在直纤维,即非柔性纤维的情况下,所提出的算法简化为 SAM 算法(Comput. Mech., 59, 247-263, 2017),这是一种成熟的生成短纤维增强复合材料的方法。我们详细讨论了控制柔性纤维运动的方程,并讨论了高效的数值处理方法。我们详细说明了如何将其集成到现有的 SAM 代码中,并解释了数值参数的选择。为了捕捉长纤维增强复合材料的纤维长度分布,我们从伽马分布中对纤维长度进行了采样,并介绍了纳入超长纤维的策略。我们研究了所提算法的微结构生成能力。计算实例证明了新颖的微结构生成技术优于现有技术,在实验测量的纤维取向张量中实现了大纤维纵横比(高达 2800)和高纤维体积分数(纵横比高达 150)。
Generating microstructures of long fiber reinforced composites by the fused sequential addition and migration method
We introduce the fused sequential addition and migration (fSAM) algorithm for generating microstructures of fiber composites with long, flexible, nonoverlapping fibers and industrial volume fractions. The proposed algorithm is based on modeling the fibers as polygonal chains and enforcing, on the one hand, the nonoverlapping constraints by an optimization framework. The connectivity constraints, on the other hand, are treated via constrained mechanical systems of d'Alembert type. In case of straight, that is, nonflexible, fibers, the proposed algorithm reduces to the SAM (Comput. Mech., 59, 247–263, 2017) algorithm, a well-established method for generating short fiber-reinforced composites. We provide a detailed discussion of the equations governing the motion of a flexible fiber and discuss the efficient numerical treatment. We elaborate on the integration into an existing SAM code and explain the selection of the numerical parameters. To capture the fiber length distributions of long fiber reinforced composites, we sample the fiber lengths from the Gamma distribution and introduce a strategy to incorporate extremely long fibers. We study the microstructure generation capabilities of the proposed algorithm. The computational examples demonstrate the superiority of the novel microstructure-generation technology over the state of the art, realizing large fiber aspect ratios (up to 2800) and high fiber volume fractions (up to for an aspect ratio of 150) for experimentally measured fiber orientation tensors.
期刊介绍:
The International Journal for Numerical Methods in Engineering publishes original papers describing significant, novel developments in numerical methods that are applicable to engineering problems.
The Journal is known for welcoming contributions in a wide range of areas in computational engineering, including computational issues in model reduction, uncertainty quantification, verification and validation, inverse analysis and stochastic methods, optimisation, element technology, solution techniques and parallel computing, damage and fracture, mechanics at micro and nano-scales, low-speed fluid dynamics, fluid-structure interaction, electromagnetics, coupled diffusion phenomena, and error estimation and mesh generation. It is emphasized that this is by no means an exhaustive list, and particularly papers on multi-scale, multi-physics or multi-disciplinary problems, and on new, emerging topics are welcome.