Density-Based Isogeometric Topology Optimization of Shell Structures

IF 3 3区 计算机科学 Q2 COMPUTER SCIENCE, SOFTWARE ENGINEERING Computer-Aided Design Pub Date : 2024-07-22 DOI:10.1016/j.cad.2024.103773
Qiong Pan, Xiaoya Zhai, Falai Chen
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Abstract

Shell structures with high stiffness-to-weight ratios are desirable in various engineering applications. Topology optimization serves as a popular and effective tool for generating optimal shell structures. The solid isotropic material with penalization (SIMP) method is often chosen because of its simplicity and convenience. However, SIMP method is typically integrated with conventional Finite Element Analysis (FEA) which has limitations in computational accuracy. Achieving high accuracy with FEA necessitates a substantial number of elements, leading to computational burdens. In addition, the discrete representation of the material distribution function may result in rough boundaries. Owing to these limitations, this paper proposes an Isogeometric Analysis (IGA) based SIMP method for optimizing the topology of shell structures based on Reissner–Mindlin theory. This method uses Non-Uniform Rational B-Splines (NURBS) to represent both the shell structure and the material distribution function with the same basis functions, allowing for higher accuracy and smoother boundaries. The optimization model takes compliance as the objective function with a volume fraction constraint and the coefficients of the density function as design variables, resulting in an optimized shell structure defined by the material distribution function. To obtain fairing boundaries of the holes in the optimized shell structure, further process is conducted by fitting the boundaries with fair B-spline curves automatically. Furthermore, the proposed IGA-SIMP framework is applied to generate porous shell structures by imposing different local volume fraction constraints. Numerical examples are provided to demonstrate the feasibility and efficiency of the IGA-SIMP method, showing that it outperforms the FEA-SIMP method and produces smoother boundaries.

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基于密度的壳体结构等几何拓扑优化
在各种工程应用中,具有高刚度重量比的壳体结构是非常理想的。拓扑优化是生成最佳壳体结构的常用有效工具。固体各向同性材料与惩罚(SIMP)方法因其简单方便而经常被选用。然而,SIMP 方法通常与传统的有限元分析(FEA)相结合,而后者在计算精度方面存在局限性。利用有限元分析实现高精度需要大量元素,从而导致计算负担。此外,材料分布函数的离散表示可能会导致边界粗糙。鉴于这些局限性,本文提出了一种基于等几何分析(IGA)的 SIMP 方法,用于优化基于 Reissner-Mindlin 理论的壳体结构拓扑。该方法采用非均匀有理 B-样条曲线(NURBS),以相同的基函数表示壳体结构和材料分布函数,从而获得更高的精度和更平滑的边界。优化模型以顺应性为目标函数,以体积分数约束和密度函数系数为设计变量,从而得到由材料分布函数定义的优化壳体结构。为了获得优化壳体结构中孔的公差边界,进一步的过程是用公差 B-样条曲线自动拟合边界。此外,通过施加不同的局部体积分数约束,应用所提出的 IGA-SIMP 框架生成多孔壳体结构。我们提供了数值实例来证明 IGA-SIMP 方法的可行性和效率,结果表明它优于 FEA-SIMP 方法,并能生成更平滑的边界。
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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来源期刊
Computer-Aided Design
Computer-Aided Design 工程技术-计算机:软件工程
CiteScore
5.50
自引率
4.70%
发文量
117
审稿时长
4.2 months
期刊介绍: Computer-Aided Design is a leading international journal that provides academia and industry with key papers on research and developments in the application of computers to design. Computer-Aided Design invites papers reporting new research, as well as novel or particularly significant applications, within a wide range of topics, spanning all stages of design process from concept creation to manufacture and beyond.
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