Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Alvarez, Hugo A., Zambrano, Habib R., Silva, Olavo M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
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
_version_ 1783475246115848192
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
work_keys_str_mv AT alvarezhugoa influenceofdensitybasedtopologyoptimizationparametersonthedesignofperiodiccellularmaterials
AT zambranohabibr influenceofdensitybasedtopologyoptimizationparametersonthedesignofperiodiccellularmaterials
AT silvaolavom influenceofdensitybasedtopologyoptimizationparametersonthedesignofperiodiccellularmaterials