Filters in topology optimization based on Helmholtz‐type differential equations

拓扑优化 离散化 亥姆霍兹自由能 拓扑(电路) 亥姆霍兹方程 数学 有限元法 滤波器(信号处理) 偏微分方程 应用数学 计算机科学 数学优化 边值问题 数学分析 物理 量子力学 组合数学 计算机视觉 热力学
作者
Boyan S. Lazarov,Ole Sigmund
出处
期刊:International Journal for Numerical Methods in Engineering [Wiley]
卷期号:86 (6): 765-781 被引量:786
标识
DOI:10.1002/nme.3072
摘要

Abstract The aim of this paper is to apply a Helmholtz‐type partial differential equation as an alternative to standard density filtering in topology optimization problems. Previously, this approach has been successfully applied as a sensitivity filter. The usual filtering techniques in topology optimization require information about the neighbor cells, which is difficult to obtain for fine meshes or complex domains and geometries. The complexity of the problem increases further in parallel computing, when the design domain is decomposed into multiple non‐overlapping partitions. Obtaining information from the neighbor subdomains is an expensive operation. The proposed filter technique requires only mesh information necessary for the finite element discretization of the problem. The main idea is to define the filtered variable implicitly as a solution of a Helmholtz‐type differential equation with homogeneous Neumann boundary conditions. The properties of the filter are demonstrated for various 2D and 3D topology optimization problems in linear elasticity, solved on serial and parallel computers. Copyright © 2010 John Wiley & Sons, Ltd.

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