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Influence of Density-Based Topology Optimization Parameters on the Design of Periodic Cellular Materials
The density based topology optimization procedure represented by the SIMP (Solid isotropic material with penalization) method is the most common technique to solve material distribution optimization problems. It depends on several parameters for the solution, which in general are defined arbitrarily...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6888502/ https://www.ncbi.nlm.nih.gov/pubmed/31766114 http://dx.doi.org/10.3390/ma12223736 |
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author | Alvarez, Hugo A. Zambrano, Habib R. Silva, Olavo M. |
author_facet | Alvarez, Hugo A. Zambrano, Habib R. Silva, Olavo M. |
author_sort | Alvarez, Hugo A. |
collection | PubMed |
description | The density based topology optimization procedure represented by the SIMP (Solid isotropic material with penalization) method is the most common technique to solve material distribution optimization problems. It depends on several parameters for the solution, which in general are defined arbitrarily or based on the literature. In this work the influence of the optimization parameters applied to the design of periodic cellular materials were studied. Different filtering schemes, penalization factors, initial guesses, mesh sizes, and optimization solvers were tested. In the obtained results, it was observed that using the Method of Moving Asymptotes (MMA) can be achieved feasible convergent solutions for a large amount of parameters combinations, in comparison, to the global convergent method of moving asymptotes (GCMMA) and optimality criteria. The cases of studies showed that the most robust filtering schemes were the sensitivity average and Helmholtz partial differential equation based filter, compared to the Heaviside projection. The choice of the initial guess demonstrated to be a determining factor in the final topologies obtained. |
format | Online Article Text |
id | pubmed-6888502 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-68885022019-12-09 Influence of Density-Based Topology Optimization Parameters on the Design of Periodic Cellular Materials Alvarez, Hugo A. Zambrano, Habib R. Silva, Olavo M. Materials (Basel) Article The density based topology optimization procedure represented by the SIMP (Solid isotropic material with penalization) method is the most common technique to solve material distribution optimization problems. It depends on several parameters for the solution, which in general are defined arbitrarily or based on the literature. In this work the influence of the optimization parameters applied to the design of periodic cellular materials were studied. Different filtering schemes, penalization factors, initial guesses, mesh sizes, and optimization solvers were tested. In the obtained results, it was observed that using the Method of Moving Asymptotes (MMA) can be achieved feasible convergent solutions for a large amount of parameters combinations, in comparison, to the global convergent method of moving asymptotes (GCMMA) and optimality criteria. The cases of studies showed that the most robust filtering schemes were the sensitivity average and Helmholtz partial differential equation based filter, compared to the Heaviside projection. The choice of the initial guess demonstrated to be a determining factor in the final topologies obtained. MDPI 2019-11-13 /pmc/articles/PMC6888502/ /pubmed/31766114 http://dx.doi.org/10.3390/ma12223736 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Alvarez, Hugo A. Zambrano, Habib R. Silva, Olavo M. Influence of Density-Based Topology Optimization Parameters on the Design of Periodic Cellular Materials |
title | Influence of Density-Based Topology Optimization Parameters on the Design of Periodic Cellular Materials |
title_full | Influence of Density-Based Topology Optimization Parameters on the Design of Periodic Cellular Materials |
title_fullStr | Influence of Density-Based Topology Optimization Parameters on the Design of Periodic Cellular Materials |
title_full_unstemmed | Influence of Density-Based Topology Optimization Parameters on the Design of Periodic Cellular Materials |
title_short | Influence of Density-Based Topology Optimization Parameters on the Design of Periodic Cellular Materials |
title_sort | influence of density-based topology optimization parameters on the design of periodic cellular materials |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6888502/ https://www.ncbi.nlm.nih.gov/pubmed/31766114 http://dx.doi.org/10.3390/ma12223736 |
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