Topology optimization using a natural neighbour meshless method combined with a bi-directional evolutionary algorithm

Detalhes bibliográficos
Autor(a) principal: Gonçalves, D.C.
Data de Publicação: 2022
Outros Autores: Lopes, Joel, Campilho, R.D.S.G., Belinha, Jorge
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.22/22031
Resumo: Due to recent developments in the additive manufacturing industry, topology optimization is nowadays a powerful computational tool that allows to design feasible lightweight components. Although the Finite Element Method (FEM) is the most applied discretization technique, meshless methods are currently established as accurate numerical methods with relevant advantages in several engineering fields. Nonetheless, the state-of-the-art of meshless methods in topology optimization is still scarce. This work develops the combination of a bi-direction structural optimization (BESO) algorithm with the Natural Neighbour Radial Point Interpolation Method (NNRPIM), a meshless method combining the natural neighbours geometric concept with the RPI shape functions. First, several benchmark examples are solved to evaluate the algorithm capability under several algorithm parameters. The proposed methodology is then implemented to design new automotive lightweight components. The results from the numerical applications demonstrate that the NNRPIM is a solid technique to be incorporated in optimization algorithms. Additionally, innovative automotive industry designs for additive manufacturing can be obtained using the presented approach.
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spelling Topology optimization using a natural neighbour meshless method combined with a bi-directional evolutionary algorithmTopology optimizationBi-directional evolutionary topology optimization algorithmMeshless MethodsNatural NeighboursNNRPIMDue to recent developments in the additive manufacturing industry, topology optimization is nowadays a powerful computational tool that allows to design feasible lightweight components. Although the Finite Element Method (FEM) is the most applied discretization technique, meshless methods are currently established as accurate numerical methods with relevant advantages in several engineering fields. Nonetheless, the state-of-the-art of meshless methods in topology optimization is still scarce. This work develops the combination of a bi-direction structural optimization (BESO) algorithm with the Natural Neighbour Radial Point Interpolation Method (NNRPIM), a meshless method combining the natural neighbours geometric concept with the RPI shape functions. First, several benchmark examples are solved to evaluate the algorithm capability under several algorithm parameters. The proposed methodology is then implemented to design new automotive lightweight components. The results from the numerical applications demonstrate that the NNRPIM is a solid technique to be incorporated in optimization algorithms. Additionally, innovative automotive industry designs for additive manufacturing can be obtained using the presented approach.The authors truly acknowledge the funding provided by Ministério da Ciência, Tecnologia e Ensino Superior - Fundação para a Ciência e a Tecnologia (Portugal), under project funding POCI-01-0145-FEDER-028351. Additionally, the authors acknowledge the funding provided by LAETA, under project UIDB/50022/2020.ElsevierRepositório Científico do Instituto Politécnico do PortoGonçalves, D.C.Lopes, JoelCampilho, R.D.S.G.Belinha, Jorge20222035-12-31T00:00:00Z2022-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.22/22031eng10.1016/j.matcom.2021.11.021metadata only accessinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-03-13T13:18:23Zoai:recipp.ipp.pt:10400.22/22031Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:42:06.608481Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Topology optimization using a natural neighbour meshless method combined with a bi-directional evolutionary algorithm
title Topology optimization using a natural neighbour meshless method combined with a bi-directional evolutionary algorithm
spellingShingle Topology optimization using a natural neighbour meshless method combined with a bi-directional evolutionary algorithm
Gonçalves, D.C.
Topology optimization
Bi-directional evolutionary topology optimization algorithm
Meshless Methods
Natural Neighbours
NNRPIM
title_short Topology optimization using a natural neighbour meshless method combined with a bi-directional evolutionary algorithm
title_full Topology optimization using a natural neighbour meshless method combined with a bi-directional evolutionary algorithm
title_fullStr Topology optimization using a natural neighbour meshless method combined with a bi-directional evolutionary algorithm
title_full_unstemmed Topology optimization using a natural neighbour meshless method combined with a bi-directional evolutionary algorithm
title_sort Topology optimization using a natural neighbour meshless method combined with a bi-directional evolutionary algorithm
author Gonçalves, D.C.
author_facet Gonçalves, D.C.
Lopes, Joel
Campilho, R.D.S.G.
Belinha, Jorge
author_role author
author2 Lopes, Joel
Campilho, R.D.S.G.
Belinha, Jorge
author2_role author
author
author
dc.contributor.none.fl_str_mv Repositório Científico do Instituto Politécnico do Porto
dc.contributor.author.fl_str_mv Gonçalves, D.C.
Lopes, Joel
Campilho, R.D.S.G.
Belinha, Jorge
dc.subject.por.fl_str_mv Topology optimization
Bi-directional evolutionary topology optimization algorithm
Meshless Methods
Natural Neighbours
NNRPIM
topic Topology optimization
Bi-directional evolutionary topology optimization algorithm
Meshless Methods
Natural Neighbours
NNRPIM
description Due to recent developments in the additive manufacturing industry, topology optimization is nowadays a powerful computational tool that allows to design feasible lightweight components. Although the Finite Element Method (FEM) is the most applied discretization technique, meshless methods are currently established as accurate numerical methods with relevant advantages in several engineering fields. Nonetheless, the state-of-the-art of meshless methods in topology optimization is still scarce. This work develops the combination of a bi-direction structural optimization (BESO) algorithm with the Natural Neighbour Radial Point Interpolation Method (NNRPIM), a meshless method combining the natural neighbours geometric concept with the RPI shape functions. First, several benchmark examples are solved to evaluate the algorithm capability under several algorithm parameters. The proposed methodology is then implemented to design new automotive lightweight components. The results from the numerical applications demonstrate that the NNRPIM is a solid technique to be incorporated in optimization algorithms. Additionally, innovative automotive industry designs for additive manufacturing can be obtained using the presented approach.
publishDate 2022
dc.date.none.fl_str_mv 2022
2022-01-01T00:00:00Z
2035-12-31T00:00:00Z
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dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.22/22031
url http://hdl.handle.net/10400.22/22031
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1016/j.matcom.2021.11.021
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dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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