使用周期 B-样条对多孔结构进行周期隐式表示、设计和优化

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC ACS Applied Electronic Materials Pub Date : 2024-03-11 DOI:10.1016/j.cad.2024.103703
Depeng Gao, Yang Gao, Hongwei Lin
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引用次数: 0

摘要

多孔结构是一种具有无数小孔的复杂固体材料,广泛应用于医学、化学工程和航空航天等领域。然而,使用计算机辅助工具设计此类结构是一个耗时且繁琐的过程。在本研究中,我们为可无限拼接形成多孔结构的多孔单元提出了一种新颖的表示方法和设计方法。我们使用周期性 B-样条函数来表示周期性或对称性多孔单元。从多孔样本的体素表示开始,计算离散距离场。为了用周期 B-样条函数拟合离散距离场,我们引入了受约束最小二乘渐进迭代逼近算法,从而得到一个隐式多孔单元。该单元可进行优化以增强连通性,并可用于拓扑优化,从而在保持周期性或对称性的同时提高模型的刚度。实验结果表明,所设计的复杂多孔单元具有提高模型机械性能的潜力。因此,这项研究有可能将源自人工设计或自然界的非凡结构融入高性能模型的设计中,为生物仿生应用带来希望。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Periodic implicit representation, design and optimization of porous structures using periodic B-splines

Porous structures are intricate solid materials with numerous small pores, extensively used in fields like medicine, chemical engineering, and aerospace. However, the design of such structures using computer-aided tools is a time-consuming and tedious process. In this study, we propose a novel representation method and design approach for porous units that can be infinitely spliced to form a porous structure. We use periodic B-spline functions to represent periodic or symmetric porous units. Starting from a voxel representation of a porous sample, the discrete distance field is computed. To fit the discrete distance field with a periodic B-spline, we introduce the constrained least squares progressive-iterative approximation algorithm, which results in an implicit porous unit. This unit can be subject to optimization to enhance connectivity and utilized for topology optimization, thereby improving the model’s stiffness while maintaining periodicity or symmetry. The experimental results demonstrate the potential of the designed complex porous units in enhancing the mechanical performance of the model. Consequently, this study has the potential to incorporate remarkable structures derived from artificial design or nature into the design of high-performing models, showing the promise for biomimetic applications.

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来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
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