Interface-Filtering Structural Optimization

IF 2.9 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY International Journal for Numerical Methods in Engineering Pub Date : 2025-01-23 DOI:10.1002/nme.7669
Tianye Wang, Xiaoping Qian
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Abstract

In this paper, we present an interface-filtering structural optimization method that optimizes structural shape and topology through successive interface movements. This interface filtering is achieved via the combination of the variable-radius-based partial-differential-equation (PDE) filtering and the Heaviside projection on a density representation. In the proposed method, designs are represented by a density field with sharp interface and no internal grey features, and a filter radius field is used as the design variable in the optimization process. With this method, any density distribution with sharp interfaces can be used as initial designs, and sharp density contrast in density distribution is preserved throughout the optimization process. An analytical relation between the maximum movements of interfaces and the maximum filter radius is given, so that the interface movement can be controlled during the optimization process. Sensitivities with respect to filter radius variables are derived. Two numerical treatments, involving the density update scheme and the radius re-initialization scheme, are developed to achieve smooth successive shape updates and avoid artificial local minima. Numerical examples, including geometric deformation problem, structural compliance minimization, thermal compliance minimization, and negative Poisson ratio problem, are presented to demonstrate the capabilities of the proposed method.

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接口过滤结构优化
在本文中,我们提出了一种界面过滤结构优化方法,通过连续的界面运动来优化结构形状和拓扑结构。这种界面滤波是通过结合基于变半径的偏微分方程(PDE)滤波和密度表示上的Heaviside投影来实现的。在该方法中,设计用具有清晰界面且无内部灰色特征的密度场来表示,在优化过程中使用滤波半径场作为设计变量。利用该方法,任何具有尖锐界面的密度分布都可以作为初始设计,并且在整个优化过程中保持密度分布的尖锐密度对比。给出了界面最大运动与最大过滤半径之间的解析关系,以便在优化过程中控制界面运动。推导了对滤波器半径变量的灵敏度。提出了密度更新方案和半径重新初始化方案两种数值处理方法,以实现平滑的连续形状更新,避免人为的局部最小值。以几何变形问题、结构柔度最小化问题、热柔度最小化问题和负泊松比问题为例,验证了该方法的有效性。
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来源期刊
CiteScore
5.70
自引率
6.90%
发文量
276
审稿时长
5.3 months
期刊介绍: The International Journal for Numerical Methods in Engineering publishes original papers describing significant, novel developments in numerical methods that are applicable to engineering problems. The Journal is known for welcoming contributions in a wide range of areas in computational engineering, including computational issues in model reduction, uncertainty quantification, verification and validation, inverse analysis and stochastic methods, optimisation, element technology, solution techniques and parallel computing, damage and fracture, mechanics at micro and nano-scales, low-speed fluid dynamics, fluid-structure interaction, electromagnetics, coupled diffusion phenomena, and error estimation and mesh generation. It is emphasized that this is by no means an exhaustive list, and particularly papers on multi-scale, multi-physics or multi-disciplinary problems, and on new, emerging topics are welcome.
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