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Phase field model for optimization of multi-material structural topology in two and three dimensions.

机译:在二维和三维中优化多材料结构拓扑的相场模型。

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摘要

The Optimization of Structural Topology (OST) is a breakthrough in product design because it can optimize size, shape and topology synchronously under different physical constraints. It has promising applications in industry ranging from automobile and aerospace engineering to micro electromechanical system.; This dissertation first substitutes the nonlinear diffusion method for filter process in the optimization of structural topology. Filtering has been a major technique used in a homogenization-based method for topology optimization of structures. It plays a key role in regularizing the basic problem into a well-behaved setting. But it has a drawback of smoothing effect around the boundary of material domain. A diffusion technique is presented here as a variational approach to the regularization of the topology optimization problem. A nonlinear or anisotropic diffusion process not only leads to a suitable problem regularization but also exhibits strong "edge"-preserving characteristics. Thus, it shows that the use of the nonlinear diffusions brings desirable effects of boundary preservation and even enhancement of lower-dimensional features such as flow-like structures. The proposed diffusion techniques have a close relationship with the diffusion methods and the phase-field methods of the fields of materials and digital image processing.; Then this dissertation introduces a gradient flow in the norm of H-1 for the problem of multi-material structural topology optimization in 2/3D with a generalized Cahn-Hilliard (C-H) model with elasticity. Unlike the traditional C-H model applied to spinodal separation which only has bulk energy and interface energy, the generalized model couples the macroscopic elastic energy (mean compliance) into the total free energy. As a result, the grain morphology is not random islands or zigzag web-like objects but regular truss or bar structure. Although disturbed by elastic energy, the C-H system still keeps its two most important properties: mass conservation and energy dissipation. Therefore, it is unnecessary to compute the Lagrange multipliers for the volume constraints and make extra effort to minimize the mean compliance (elastic energy) for the optimization of structural topology. On the other hand, when pure phases separate from disordered original state, their boundaries will merge and split resulting in natural and flexible topology variation. Such aforementioned properties make the C-H model especially suitable for the problem of optimization of multi-material structural topology.; The fourth-order nonlinear parabolic C-H equations with elasticity are solved by a powerful nonlinear implicit mutigrid algorithm. To validate its correctness and efficiency, I first use it for the quadternary C-H equations without elasticity and get good results. To my best knowledge, it is the first simulation for such C-H models composed of more than three phases both in 2D and 3D.; This dissertation also extends the famous Solid Isotropic Material with Penalization (SIMP) model from 2D to 3D for topology optimization of the structure with single material. A short 177-line Matlab code including 3D Finite Element Method (FEM), filter technique, Optimality Criteria (OC) algorithm and bisection method is listed in appendix A for clear understanding of this model in 3D.; All proposed methods are demonstrated by several 2D and 3D examples which have been extensively studied in the recent literature of topology optimization.
机译:结构拓扑优化(OST)是产品设计中的一项突破,因为它可以在不同的物理约束下同步优化尺寸,形状和拓扑。它在从汽车和航空航天工程到微机电系统的行业中具有广阔的应用前景。本文首先在结构拓扑优化中用非线性扩散法代替了滤波过程。过滤已成为基于均质化方法对结构进行拓扑优化的一项主要技术。它在将基本问题规范化为行为良好的环境中扮演着关键角色。但是,它具有在材料域边界附近产生平滑效果的缺点。此处介绍了一种扩散技术,作为对拓扑优化问题进行正则化的一种变体方法。非线性或各向异性扩散过程不仅导致适当的问题正则化,而且表现出强大的“边缘”保留特性。因此,它表明非线性扩散的使用带来了理想的边界保留效果,甚至增强了低维特征(如流状结构)的效果。所提出的扩散技术与材料领域和数字图像处理领域的扩散方法和相场方法密切相关。然后针对具有弹性的广义Cahn-Hilliard(C-H)模型,针对2 / 3D中的多材料结构拓扑优化问题,引入H-1范数中的梯度流。与应用于旋节线分离的传统C-H模型(仅具有体积能和界面能)不同,广义模型将宏观弹性能(均值顺应性)耦合到总自由能中。结果,晶粒形态不是随机的岛或锯齿状的网状物体,而是规则的桁架或条形结构。尽管受到弹性能量的干扰,C-H系统仍保持其两个最重要的特性:质量守恒和能量耗散。因此,没有必要为体积约束计算拉格朗日乘数,也无需付出额外的努力来使平均顺应性(弹性能)最小化,从而优化结构拓扑。另一方面,当纯相与无序原始状态分离时,它们的边界将合并并分裂,从而导致自然灵活的拓扑变化。前述的这些特性使得C-H模型特别适合于多材料结构拓扑优化的问题。通过强大的非线性隐式多重化算法求解具有弹性的四阶非线性抛物线C-H方程。为了验证其正确性和效率,我首先将其用于没有弹性的四元C-H方程,并获得了良好的结果。据我所知,这是对此类C-H模型的首次仿真,该模型由2D和3D多个阶段组成。论文还将著名的带有罚分的固体各向同性材料(SIMP)模型从2D扩展到3D,从而对单一材料的结构进行拓扑优化。附录A中列出了一条简短的177行Matlab代码,包括3D有限元方法(FEM),滤波器技术,最优性标准(OC)算法和二等分方法,以清楚地了解3D模型。所有提出的方法均通过几个2D和3D示例进行了演示,这些示例已在拓扑优化的最新文献中进行了广泛研究。

著录项

  • 作者

    Zhou, Shiwei.;

  • 作者单位

    The Chinese University of Hong Kong (People's Republic of China).;

  • 授予单位 The Chinese University of Hong Kong (People's Republic of China).;
  • 学科 Applied Mechanics.; Engineering Mechanical.; Engineering Materials Science.
  • 学位 Ph.D.
  • 年度 2006
  • 页码 151 p.
  • 总页数 151
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 应用力学;机械、仪表工业;工程材料学;
  • 关键词

  • 入库时间 2022-08-17 11:40:47

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