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Automated design studies: Topology versus One-Step Evolutionary Structural Optimisation

机译:自动化设计研究:拓扑与一步式进化结构优化

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This paper presents the development of a virtual toolbox for the study of spatial-structural design processes. It will be able to transform a spatial design into a structural design. After structural optimisation, the structural design is interpreted as a spatial design. This spatial design is then modified to comply with the initial design requirements after which a new cycle starts. The transformation and optimisation processes within the toolbox can be altered, allowing automated design studies to be carried out. In this article, two processes for the structural optimisation are investigated to determine which is most suitable for specific conditions. These two processes are: (a) Topology Optimisation applied to complete structural systems for buildings; (b) Evolutionary Structural Optimisation for which only the first step is used. It can be concluded that: (a) although Topology Optimisation is formally more correct, One-Step Evolutionary Structural Optimisation will yield almost the same qualitative results, (b) quantitatively the methods cannot be compared exactly, however, it is likely that Topology Optimisation results in more efficient structures and (c) Topology Optimisation always leads to stable structures, whereas One-Step Evolutionary Structural Optimisation may yield a singular stiffness matrix, although this has no influence on the spatial design derived from the optimised structural design. It is intended to utilise the optimisation techniques in the virtual toolbox leading to design studies and to transcend additional transformation and optimisation processes in the virtual tool box via formal description. Fields of application are the academic study of spatial-structural design processes (i.e. design theory), the optimisation of all possible structural design types (i.e. design optimisation), and the generation of design instances (i.e. generative design).
机译:本文介绍了用于研究空间结构设计过程的虚拟工具箱的开发。它将能够将空间设计转换为结构设计。在结构优化之后,将结构设计解释为空间设计。然后修改此空间设计,使其符合初始设计要求,然后开始新的循环。工具箱中的转换和优化过程可以更改,从而可以进行自动化设计研究。在本文中,研究了两种用于结构优化的过程,以确定最适合特定条件的过程。这两个过程是:(a)应用于建筑物完整结构系统的拓扑优化; (b)仅使用第一步的进化结构优化。可以得出以下结论:(a)尽管拓扑优化在形式上更正确,但一步式进化结构优化将产生几乎相同的定性结果,(b)定量地无法对方法进行精确比较,但是,拓扑优化可能结果会产生更有效的结构,并且(c)拓扑优化始终可以产生稳定的结构,而“一步进化结构优化”可能会产生奇异的刚度矩阵,尽管这不会影响从优化的结构设计得出的空间设计。旨在利用虚拟工具箱中的优化技术进行设计研究,并通过正式描述超越虚拟工具箱中的其他转换和优化过程。应用领域是空间结构设计过程(即设计理论)的学术研究,所有可能的结构设计类型的优化(即设计优化)以及设计实例的生成(即生成设计)。

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