Similarity-driven topology finding of surface patterns for structural design

IF 3 3区 计算机科学 Q2 COMPUTER SCIENCE, SOFTWARE ENGINEERING Computer-Aided Design Pub Date : 2024-06-24 DOI:10.1016/j.cad.2024.103751
R. Oval , R. Mesnil , T. Van Mele , O. Baverel , P. Block
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Abstract

Structural design is a search for the best trade-off between multiple architecture, engineering, and construction objectives, not only mechanical efficiency or construction rationality. Producing hybrid designs from single-objective optimal designs to explore multi-objective trade-offs is common in the design of structural forms, constrained to a single parametric design space. However, producing topological hybrids offers a more complex challenge, as a combinatorial problem that is not encoded as a finite set of real numbers but as an unbonded series of grammar rules. This paper presents a strategy for the generation of hybrid designs of quad-mesh pattern topologies for surface structures. Based on a quad-mesh grammar, an algebra is introduced to measure the distance between designs, find their similar features, and enumerate designs with different degrees of topological similarity. Structural design applications are shown to highlight the use of topologically hybrid designs as a surrogate for obtaining multi-objective trade-offs.

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结构设计中表面图案的相似性驱动拓扑搜索
结构设计是在多个建筑、工程和施工目标之间寻求最佳权衡,而不仅仅是机械效率或施工合理性。从单一目标的最优设计中产生混合设计以探索多目标权衡,这在结构形式设计中很常见,因为它受限于单一参数设计空间。然而,拓扑混合设计则是一个更为复杂的挑战,因为它是一个组合问题,不是以有限实数集的形式编码,而是以一系列非结合语法规则的形式编码。本文提出了一种为表面结构生成四网格图案拓扑混合设计的策略。在四网格语法的基础上,引入了一种代数方法来测量设计之间的距离,找出它们的相似特征,并列出具有不同拓扑相似度的设计。结构设计应用展示了拓扑混合设计作为获得多目标权衡的一种替代方法。
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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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