A compact yet flexible design space for large-scale nonperiodic 3D woven composites based on a weighted game for generating candidate tow architectures

IF 3 3区 计算机科学 Q2 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Zhen-Pei Wang , Brian N. Cox , Shemuel Joash Kuehsamy , Mark Hyunpong Jhon , Olivier Sudre , N. Sridhar , Gareth J. Conduit
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Abstract

Three-dimensional non-periodic woven composite preforms have sufficient design flexibility that tows can be aligned along principal loading paths even in shaped structural components with detailed local features. While this promises competitive performance, the feasible design space is combinatorially large, far beyond exhaustive search. Seeking a design space that is compact and easily searched yet can span the full potential of 3D weaving, we propose a method for generating candidate designs called the Background Vector Method (BVM) which treats weaving tows as agents in a game competing to match background vectors derived from different design requirements. The BVM generates candidate designs that adapt local architecture to global design goals by adjusting scalar weights. A manufacturing-based parameterization assures fabricability. The scope of possible designs and the speed of the BVM are illustrated by re-creating common periodic 3D weaving patterns and novel complex non-periodic architectures, with a route demonstrated to forming cavities, ducts, and other open volumes. How the BVM might be incorporated within an optimization algorithm is outlined and pathways are shown for systematically enlarging the design space as individual design problems may require.

一种基于加权博弈的大型非周期三维编织复合材料候选拖曳结构的紧凑而灵活的设计空间
三维非周期性编织复合材料预制件具有足够的设计灵活性,即使在具有详细局部特征的形状结构部件中,也可以沿着主要加载路径对齐拖曳。虽然这保证了有竞争力的性能,但可行的设计空间组合起来很大,远远超出了穷举搜索。为了寻找一个紧凑且易于搜索的设计空间,并且可以跨越3D编织的全部潜力,我们提出了一种生成候选设计的方法,称为背景向量法(BVM),该方法将编织束视为竞争中的代理,以匹配来自不同设计要求的背景向量。BVM生成候选设计,通过调整标量权重使局部体系结构适应全局设计目标。基于制造的参数化保证了可制造性。通过重新创建常见的周期性3D编织图案和新颖复杂的非周期性建筑,展示了BVM的可能设计范围和速度,并展示了形成空腔、管道和其他开放体量的路线。概述了如何将BVM纳入优化算法,并显示了系统地扩大单个设计问题可能需要的设计空间的途径。
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
Computer-Aided Design
Computer-Aided Design 工程技术-计算机:软件工程
CiteScore
5.50
自引率
4.70%
发文量
117
审稿时长
4.2 months
期刊介绍: Computer-Aided Design is a leading international journal that provides academia and industry with key papers on research and developments in the application of computers to design. Computer-Aided Design invites papers reporting new research, as well as novel or particularly significant applications, within a wide range of topics, spanning all stages of design process from concept creation to manufacture and beyond.
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