Optimum design method for structural configuration and fiber arrangement for fiber-reinforced composites

IF 5.3 Q2 MATERIALS SCIENCE, COMPOSITES Composites Part C Open Access Pub Date : 2024-01-13 DOI:10.1016/j.jcomc.2024.100432
Yusuke Fujimoto , Kozo Furuta , Tsuguo Kondoh , Hao Li , Kazuhiro Izui , Shinji Nishiwaki
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Abstract

Fiber-reinforced composite materials, exemplified by CFRP, offer the possibility of achieving lightweight, high-stiffness, and high-strength structures by continuously and evenly distributing fibers. While topology and orientation optimization methods have been developed for anisotropic materials in the past, there remains a gap in design methods that consider manufacturability, especially for continuous fiber materials. In this study, we propose a design method that takes into account manufacturability, focusing on the aspects of continuity and uniformity in fiber-reinforced composite optimum design. Specifically, we introduce a two-stage optimization approach. In the first stage, we conduct concurrent optimization of topology and fiber orientation. We utilize a level-set function to represent topological configuration, while for orientation, we introduce a “double angle vector”, which enables us to consider fiber properties such as angular periodicity. These design variables are updated by solving partial differential equations based on reaction–diffusion equations. In the second stage, leveraging the optimal orientations obtained in the first stage, we optimize the path-line generation for the manufacture of continuous fiber materials. We introduce a scalar function representing path lines and formulate an optimization problem to ensure that the path lines are both evenly spaced and continuous. The update of design variables in this state is also achieved via solving the partial differential equation. Through the development of this two-stage optimization method, we aim to create an optimal structure with manufacturable continuous fiber materials, incorporating both the topology and fiber orientation that satisfy the requirements of continuity and uniformity.

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纤维增强复合材料结构配置和纤维排列的优化设计方法
以 CFRP 为代表的纤维增强复合材料通过连续均匀地分布纤维,为实现轻质、高刚度和高强度结构提供了可能。虽然过去已开发出针对各向异性材料的拓扑和取向优化方法,但在考虑可制造性的设计方法方面仍存在空白,尤其是针对连续纤维材料。在本研究中,我们提出了一种考虑可制造性的设计方法,重点关注纤维增强复合材料优化设计中的连续性和均匀性。具体来说,我们引入了一种两阶段优化方法。在第一阶段,我们同时对拓扑结构和纤维取向进行优化。我们利用水平集函数来表示拓扑结构,而对于取向,我们引入了 "双角向量",这使我们能够考虑纤维的特性,如角度周期性。这些设计变量通过求解基于反应扩散方程的偏微分方程进行更新。在第二阶段,我们利用第一阶段获得的最佳方向,优化路径线生成,以制造连续纤维材料。我们引入了代表路径线的标量函数,并提出了一个优化问题,以确保路径线的间距均匀且连续。在这种状态下,设计变量的更新也是通过求解偏微分方程来实现的。通过开发这种两阶段优化方法,我们的目标是利用可制造的连续纤维材料,结合拓扑结构和纤维取向,创造出满足连续性和均匀性要求的最佳结构。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Composites Part C Open Access
Composites Part C Open Access Engineering-Mechanical Engineering
CiteScore
8.60
自引率
2.40%
发文量
96
审稿时长
55 days
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