Multiscale topology optimization of architected fiber reinforced composites considering manufacturability

IF 6.9 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY
Arijit Pradhan, Narasimha Boddeti
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引用次数: 0

Abstract

Advances in additive manufacturing and tow-steered processes are now enabling the fabrication of fiber-reinforced composites (FRCs) with architected microstructures, via complex curvilinear fiber paths/layouts, for desired structural response at the macroscale. Engineers can leverage these advances, via multiscale topology optimization (MTO), to design structures with optimized macro and microstructures, and realize what we term as architected fiber-reinforced composites (AFRCs). However, a majority of MTO approaches do not consider manufacturability and lead to a significantly different manufactured structure than the optimized design. The most critical manufacturability considerations for AFRCs are no gaps or overlaps between adjacent fiber paths and no singularities, i.e., points where the local fiber orientation vector is not well-defined. To address these considerations, we devised an easy to implement MTO framework that innovatively employs both level set and density-based parametrizations, unlike other approaches in the literature. Specifically, we use a level set function to parametrize the fibrous microstructure while using fictitious densities for the macrostructure following the widely used density-based topology optimization. Gaps and overlaps between fiber paths are prevented by restricting the level set function to a distance field, while singularities are mitigated by penalizing the material stiffness tensor. The restriction to a distance field is achieved by minimizing the residual of the eikonal equation along with the principal objective of the design problem. The effectiveness of the proposed method is demonstrated by two-scale (i.e., macro and microstructures) and single-scale (microstructure-only) optimization of planar FRC structures with either continuous or discontinuous reinforcement.
考虑可制造性的结构纤维增强复合材料多尺度拓扑优化
随着增材制造和牵引工艺的进步,通过复杂的曲线纤维路径/布局,可以制造出具有微结构的纤维增强复合材料(FRCs),以实现宏观尺度上的预期结构响应。工程师们可以利用这些进步,通过多尺度拓扑优化(MTO)来设计具有优化宏观和微观结构的结构,并实现我们所说的结构纤维增强复合材料(afrc)。然而,大多数MTO方法没有考虑可制造性,导致制造结构与优化设计明显不同。对于afrc来说,最关键的可制造性考虑因素是相邻光纤路径之间没有间隙或重叠,没有奇点,即局部光纤方向矢量没有明确定义的点。为了解决这些问题,我们设计了一个易于实现的MTO框架,该框架创新地采用了水平集和基于密度的参数化,这与文献中的其他方法不同。具体来说,我们使用水平集函数来参数化纤维微观结构,同时使用虚拟密度作为宏观结构,遵循广泛使用的基于密度的拓扑优化。通过将水平集函数限制为距离场来防止光纤路径之间的间隙和重叠,而通过惩罚材料刚度张量来减轻奇点。对距离场的限制是通过最小化斜角方程的残差以及设计问题的主要目标来实现的。通过对连续加固和不连续加固的平面FRC结构进行双尺度(即宏观和微观结构)和单尺度(仅微观结构)优化,验证了该方法的有效性。
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来源期刊
CiteScore
12.70
自引率
15.30%
发文量
719
审稿时长
44 days
期刊介绍: Computer Methods in Applied Mechanics and Engineering stands as a cornerstone in the realm of computational science and engineering. With a history spanning over five decades, the journal has been a key platform for disseminating papers on advanced mathematical modeling and numerical solutions. Interdisciplinary in nature, these contributions encompass mechanics, mathematics, computer science, and various scientific disciplines. The journal welcomes a broad range of computational methods addressing the simulation, analysis, and design of complex physical problems, making it a vital resource for researchers in the field.
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