Aplicação de algoritmos genéticos na otimização de placas laminadas tipo sanduíche

Detalhes bibliográficos
Autor(a) principal: Silva, Rafael Fernandes da
Data de Publicação: 2009
Outros Autores: Melo, Antônio Macário Cartaxo de, Parente Junior, Evandro
Tipo de documento: Artigo de conferência
Idioma: por
Título da fonte: Repositório Institucional da Universidade Federal do Ceará (UFC)
Texto Completo: http://www.repositorio.ufc.br/handle/riufc/54828
Resumo: Composite materials largely used in aeronautical and aerospace industry are receiving considerable attention from oil and gas industry due to their favorable structural characteristics, as high strength/weight and stiffness/weight ratios and good corrosion resistance and fatigue life. Other important advantage is their taylorability that permits to design materials to resist applied loads in an efficient way. A common type of composite materials is the laminated composite that consist of layers with different properties bonded together. A sandwich material is a special case of laminated comprising a core of one material between two layers of another material. However, the design of a composite structure is more complex than the metallic one (i.e. homogenous) due to the large number of design variables. The application of traditional design process (try and error) can be cumbersome. A design can be achieved using numerical optimization techniques by formulating the problem as a search for design variable values that minimize an objective function and satisfy imposed constraints. Sometimes, design variables assume only discrete values and objective and constraints functions may be no differentiable and not continuous. Genetic algorithms (GAs) have been applied to overcome these issues. They are based on simulation of the Darwin’s Evolution Theory and Genetic concepts. They seem proper to optimization of laminated composite structures. In this work, the application of GAs to a composite sandwich plate is investigated and compared with classical mathematical programming results. This successful use has stimulated the application of GAs to design laminated fiber-reinforced composite materials that can be used in tubes and risers.
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spelling Aplicação de algoritmos genéticos na otimização de placas laminadas tipo sanduícheMateriais compostosMateriais laminadosPlacas (Engenharia)Laminados compósitosComposite materials largely used in aeronautical and aerospace industry are receiving considerable attention from oil and gas industry due to their favorable structural characteristics, as high strength/weight and stiffness/weight ratios and good corrosion resistance and fatigue life. Other important advantage is their taylorability that permits to design materials to resist applied loads in an efficient way. A common type of composite materials is the laminated composite that consist of layers with different properties bonded together. A sandwich material is a special case of laminated comprising a core of one material between two layers of another material. However, the design of a composite structure is more complex than the metallic one (i.e. homogenous) due to the large number of design variables. The application of traditional design process (try and error) can be cumbersome. A design can be achieved using numerical optimization techniques by formulating the problem as a search for design variable values that minimize an objective function and satisfy imposed constraints. Sometimes, design variables assume only discrete values and objective and constraints functions may be no differentiable and not continuous. Genetic algorithms (GAs) have been applied to overcome these issues. They are based on simulation of the Darwin’s Evolution Theory and Genetic concepts. They seem proper to optimization of laminated composite structures. In this work, the application of GAs to a composite sandwich plate is investigated and compared with classical mathematical programming results. This successful use has stimulated the application of GAs to design laminated fiber-reinforced composite materials that can be used in tubes and risers.2020-10-27T14:06:28Z2020-10-27T14:06:28Z2009info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObjectapplication/pdfSILVA, Rafael Fernandes da; MELO, Antônio Macário Cartaxo de; PARENTE JUNIOR, Evandro. Aplicação de algoritmos genéticos na otimização de placas laminadas tipo sanduíche. In: CONGRESSO BRASILEIRO DE PESQUISA E DESENVOLVIMENTO EM PETRÓLEO E GÁS, 5º., 18 a 22 out. 2009, Fortaleza, Ceará, Brasil. Anais[…] Fortaleza, Ceará, 2009.http://www.repositorio.ufc.br/handle/riufc/54828Silva, Rafael Fernandes daMelo, Antônio Macário Cartaxo deParente Junior, Evandroporreponame:Repositório Institucional da Universidade Federal do Ceará (UFC)instname:Universidade Federal do Ceará (UFC)instacron:UFCinfo:eu-repo/semantics/openAccess2020-10-27T14:06:28Zoai:repositorio.ufc.br:riufc/54828Repositório InstitucionalPUBhttp://www.repositorio.ufc.br/ri-oai/requestbu@ufc.br || repositorio@ufc.bropendoar:2020-10-27T14:06:28Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)false
dc.title.none.fl_str_mv Aplicação de algoritmos genéticos na otimização de placas laminadas tipo sanduíche
title Aplicação de algoritmos genéticos na otimização de placas laminadas tipo sanduíche
spellingShingle Aplicação de algoritmos genéticos na otimização de placas laminadas tipo sanduíche
Silva, Rafael Fernandes da
Materiais compostos
Materiais laminados
Placas (Engenharia)
Laminados compósitos
title_short Aplicação de algoritmos genéticos na otimização de placas laminadas tipo sanduíche
title_full Aplicação de algoritmos genéticos na otimização de placas laminadas tipo sanduíche
title_fullStr Aplicação de algoritmos genéticos na otimização de placas laminadas tipo sanduíche
title_full_unstemmed Aplicação de algoritmos genéticos na otimização de placas laminadas tipo sanduíche
title_sort Aplicação de algoritmos genéticos na otimização de placas laminadas tipo sanduíche
author Silva, Rafael Fernandes da
author_facet Silva, Rafael Fernandes da
Melo, Antônio Macário Cartaxo de
Parente Junior, Evandro
author_role author
author2 Melo, Antônio Macário Cartaxo de
Parente Junior, Evandro
author2_role author
author
dc.contributor.author.fl_str_mv Silva, Rafael Fernandes da
Melo, Antônio Macário Cartaxo de
Parente Junior, Evandro
dc.subject.por.fl_str_mv Materiais compostos
Materiais laminados
Placas (Engenharia)
Laminados compósitos
topic Materiais compostos
Materiais laminados
Placas (Engenharia)
Laminados compósitos
description Composite materials largely used in aeronautical and aerospace industry are receiving considerable attention from oil and gas industry due to their favorable structural characteristics, as high strength/weight and stiffness/weight ratios and good corrosion resistance and fatigue life. Other important advantage is their taylorability that permits to design materials to resist applied loads in an efficient way. A common type of composite materials is the laminated composite that consist of layers with different properties bonded together. A sandwich material is a special case of laminated comprising a core of one material between two layers of another material. However, the design of a composite structure is more complex than the metallic one (i.e. homogenous) due to the large number of design variables. The application of traditional design process (try and error) can be cumbersome. A design can be achieved using numerical optimization techniques by formulating the problem as a search for design variable values that minimize an objective function and satisfy imposed constraints. Sometimes, design variables assume only discrete values and objective and constraints functions may be no differentiable and not continuous. Genetic algorithms (GAs) have been applied to overcome these issues. They are based on simulation of the Darwin’s Evolution Theory and Genetic concepts. They seem proper to optimization of laminated composite structures. In this work, the application of GAs to a composite sandwich plate is investigated and compared with classical mathematical programming results. This successful use has stimulated the application of GAs to design laminated fiber-reinforced composite materials that can be used in tubes and risers.
publishDate 2009
dc.date.none.fl_str_mv 2009
2020-10-27T14:06:28Z
2020-10-27T14:06:28Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
status_str publishedVersion
dc.identifier.uri.fl_str_mv SILVA, Rafael Fernandes da; MELO, Antônio Macário Cartaxo de; PARENTE JUNIOR, Evandro. Aplicação de algoritmos genéticos na otimização de placas laminadas tipo sanduíche. In: CONGRESSO BRASILEIRO DE PESQUISA E DESENVOLVIMENTO EM PETRÓLEO E GÁS, 5º., 18 a 22 out. 2009, Fortaleza, Ceará, Brasil. Anais[…] Fortaleza, Ceará, 2009.
http://www.repositorio.ufc.br/handle/riufc/54828
identifier_str_mv SILVA, Rafael Fernandes da; MELO, Antônio Macário Cartaxo de; PARENTE JUNIOR, Evandro. Aplicação de algoritmos genéticos na otimização de placas laminadas tipo sanduíche. In: CONGRESSO BRASILEIRO DE PESQUISA E DESENVOLVIMENTO EM PETRÓLEO E GÁS, 5º., 18 a 22 out. 2009, Fortaleza, Ceará, Brasil. Anais[…] Fortaleza, Ceará, 2009.
url http://www.repositorio.ufc.br/handle/riufc/54828
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Institucional da Universidade Federal do Ceará (UFC)
instname:Universidade Federal do Ceará (UFC)
instacron:UFC
instname_str Universidade Federal do Ceará (UFC)
instacron_str UFC
institution UFC
reponame_str Repositório Institucional da Universidade Federal do Ceará (UFC)
collection Repositório Institucional da Universidade Federal do Ceará (UFC)
repository.name.fl_str_mv Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)
repository.mail.fl_str_mv bu@ufc.br || repositorio@ufc.br
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