A Gradient-Free Topology Optimization Strategy for Continuum Structures with Design-Dependent Boundary Loads
In this paper, the topology optimization of continuum structures with design-dependent loads is studied with a gradient-free topology optimization method in combination with adaptive body-fitted finite element mesh. The material-field series-expansion (MFSE) model represents the structural topology...
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2021
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oai:doaj.org-article:72a554b39ab042a7901e1a9780c025272021-11-25T19:05:42ZA Gradient-Free Topology Optimization Strategy for Continuum Structures with Design-Dependent Boundary Loads10.3390/sym131119762073-8994https://doaj.org/article/72a554b39ab042a7901e1a9780c025272021-10-01T00:00:00Zhttps://www.mdpi.com/2073-8994/13/11/1976https://doaj.org/toc/2073-8994In this paper, the topology optimization of continuum structures with design-dependent loads is studied with a gradient-free topology optimization method in combination with adaptive body-fitted finite element mesh. The material-field series-expansion (MFSE) model represents the structural topology using a bounded material field with specified spatial correlation and provides a crisp structural boundary description. This feature makes it convenient to identify the loading surface for the application of the design-dependent boundary loads and to generate a body-fitted mesh for structural analysis. Using the dimension reduction technique, the number of design variables is significantly decreased, which enables the use of an efficient Kriging-based algorithm to solve the topology optimization problem. The effectiveness of the proposed method is demonstrated using several numerical examples, among which a design problem with geometry and contact nonlinearity is included.Junjie ZhanJing LiPai LiuYangjun LuoMDPI AGarticledesign-dependent loadsmaterial-field series-expansion methodKriging surrogate modelgradient-free topology optimizationMathematicsQA1-939ENSymmetry, Vol 13, Iss 1976, p 1976 (2021) |
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design-dependent loads material-field series-expansion method Kriging surrogate model gradient-free topology optimization Mathematics QA1-939 |
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design-dependent loads material-field series-expansion method Kriging surrogate model gradient-free topology optimization Mathematics QA1-939 Junjie Zhan Jing Li Pai Liu Yangjun Luo A Gradient-Free Topology Optimization Strategy for Continuum Structures with Design-Dependent Boundary Loads |
description |
In this paper, the topology optimization of continuum structures with design-dependent loads is studied with a gradient-free topology optimization method in combination with adaptive body-fitted finite element mesh. The material-field series-expansion (MFSE) model represents the structural topology using a bounded material field with specified spatial correlation and provides a crisp structural boundary description. This feature makes it convenient to identify the loading surface for the application of the design-dependent boundary loads and to generate a body-fitted mesh for structural analysis. Using the dimension reduction technique, the number of design variables is significantly decreased, which enables the use of an efficient Kriging-based algorithm to solve the topology optimization problem. The effectiveness of the proposed method is demonstrated using several numerical examples, among which a design problem with geometry and contact nonlinearity is included. |
format |
article |
author |
Junjie Zhan Jing Li Pai Liu Yangjun Luo |
author_facet |
Junjie Zhan Jing Li Pai Liu Yangjun Luo |
author_sort |
Junjie Zhan |
title |
A Gradient-Free Topology Optimization Strategy for Continuum Structures with Design-Dependent Boundary Loads |
title_short |
A Gradient-Free Topology Optimization Strategy for Continuum Structures with Design-Dependent Boundary Loads |
title_full |
A Gradient-Free Topology Optimization Strategy for Continuum Structures with Design-Dependent Boundary Loads |
title_fullStr |
A Gradient-Free Topology Optimization Strategy for Continuum Structures with Design-Dependent Boundary Loads |
title_full_unstemmed |
A Gradient-Free Topology Optimization Strategy for Continuum Structures with Design-Dependent Boundary Loads |
title_sort |
gradient-free topology optimization strategy for continuum structures with design-dependent boundary loads |
publisher |
MDPI AG |
publishDate |
2021 |
url |
https://doaj.org/article/72a554b39ab042a7901e1a9780c02527 |
work_keys_str_mv |
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1718410283954733056 |