Topology optimization of anisotropic structure for arbitrary objective functionals with exact free boundary representation

IF 4.4 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Yi Cui , Wenzhi Yang , Toru Takahashi , Toshiro Matsumoto
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Abstract

A new approach to performing sensitivity analysis of arbitrary objective functionals for anisotropic elasticity is proposed in this work. Three different objective functionals have been considered, and good agreement is achieved between derived topological derivatives and numerical ones. Following the verification of topological derivatives, structural topology optimizations for selected anisotropic problems are conducted. To efficiently achieve the exact free boundary representation, our Finite Element Method (FEM)-based optimization comprises two loops. In the initial loop, a fixed and coarse mesh is employed to solve the anisotropic problem and update the level-set function. Once this loop concludes, the second loop reconstructs the material domain, ensuring an exact boundary representation. The convergence of the second loop is facilitated by (1) utilizing topological derivatives instead of explicit derivatives of ϕ (similar to density derivatives) and (2) imposing the exact volume constraint on the Reaction-Diffusion Equation (RDE)-based level-set method. Moreover, we introduce a scheme to prevent structural breakdown, allowing for the standalone implementation of Loop 2 always with exact free boundary representation. The previously proposed algorithm for the exact volume constraint has been generalized to accommodate inequalities, resulting in an acceleration of the equivalent optimization process.

用精确自由边界表示法对任意目标函数的各向异性结构进行拓扑优化
本研究提出了一种对各向异性弹性的任意目标函数进行敏感性分析的新方法。考虑了三种不同的目标函数,得出的拓扑导数与数值导数之间取得了良好的一致性。在验证拓扑导数后,对选定的各向异性问题进行了结构拓扑优化。为了有效实现精确的自由边界表示,我们基于有限元法(FEM)的优化包括两个循环。在初始循环中,采用固定的粗网格来解决各向异性问题并更新水平集函数。该循环结束后,第二个循环将重建材料域,确保精确的边界表示。第二个循环的收敛性得益于:(1) 利用拓扑导数而非 ϕ 的显式导数(类似于密度导数);(2) 对基于反应-扩散方程 (RDE) 的水平集方法施加精确体积约束。此外,我们还引入了一种防止结构崩溃的方案,使循环 2 的独立实现始终具有精确的自由边界表示。之前提出的精确体积约束算法已被推广到不等式中,从而加速了等效优化过程。
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来源期刊
Computers & Structures
Computers & Structures 工程技术-工程:土木
CiteScore
8.80
自引率
6.40%
发文量
122
审稿时长
33 days
期刊介绍: Computers & Structures publishes advances in the development and use of computational methods for the solution of problems in engineering and the sciences. The range of appropriate contributions is wide, and includes papers on establishing appropriate mathematical models and their numerical solution in all areas of mechanics. The journal also includes articles that present a substantial review of a field in the topics of the journal.
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