On the 3D void formation of hybrid carbon/glass fiber composite laminates: A statistical approach

Detalhes bibliográficos
Autor(a) principal: Monticeli, Francisco M. [UNESP]
Data de Publicação: 2020
Outros Autores: Almeida, Jose Humberto S., Neves, Roberta M., Ornaghi, Felipe G., Ornaghi, Heitor L.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.compositesa.2020.106036
http://hdl.handle.net/11449/197252
Resumo: This work aims at assessing the effect of the stacking sequence of hybrid laminates on the 3D void formation through a statistical approach. For that purpose, a three-dimensional microstructure is created from multiple two-dimensional microscopy images. Weibull approach shows a poorer fit for carbon fiber composite, while the presence of glass fiber creates homogenization in porosity variation, also treated by ANOVA. The present methodology enables the prediction of void volume fraction in different carbon/glass preform ratios and stacking sequence along the laminate length and through-thickness. The low glass fiber ratio decreases the void content, homogenized porosity distribution along laminate length, and thickness, mainly for glass fiber preforms located in the middle of the laminate. These results confirm that the uniformity of void content throughout the composite can be improved by altering the stacking sequence and ratio of glass to carbon fiber preforms. This methodology can be extended to any composite manufacturing process
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spelling On the 3D void formation of hybrid carbon/glass fiber composite laminates: A statistical approachHybridLaminate/plyStatistical approachVoid formationThis work aims at assessing the effect of the stacking sequence of hybrid laminates on the 3D void formation through a statistical approach. For that purpose, a three-dimensional microstructure is created from multiple two-dimensional microscopy images. Weibull approach shows a poorer fit for carbon fiber composite, while the presence of glass fiber creates homogenization in porosity variation, also treated by ANOVA. The present methodology enables the prediction of void volume fraction in different carbon/glass preform ratios and stacking sequence along the laminate length and through-thickness. The low glass fiber ratio decreases the void content, homogenized porosity distribution along laminate length, and thickness, mainly for glass fiber preforms located in the middle of the laminate. These results confirm that the uniformity of void content throughout the composite can be improved by altering the stacking sequence and ratio of glass to carbon fiber preforms. This methodology can be extended to any composite manufacturing processFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Sao Paulo State Univ, Dept Mat & Technol, Guaratingueta, SP, BrazilAalto Univ, Dept Mech Engn, Espoo, FinlandUniv Fed Rio Grande do Sul, PPGE3M, Porto Alegre, RS, BrazilUniv Fed Rio Grande do Sul, PGCIMAT, Porto Alegre, RS, BrazilCaxias do Sul Univ, PGMAT, Caxias Do Sul, RS, BrazilSao Paulo State Univ, Dept Mat & Technol, Guaratingueta, SP, BrazilFAPESP: 2015/19967-4FAPESP: 2017/10606-4CAPES: 001Elsevier B.V.Universidade Estadual Paulista (Unesp)Aalto UnivUniv Fed Rio Grande do SulCaxias do Sul UnivMonticeli, Francisco M. [UNESP]Almeida, Jose Humberto S.Neves, Roberta M.Ornaghi, Felipe G.Ornaghi, Heitor L.2020-12-10T20:10:56Z2020-12-10T20:10:56Z2020-10-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article10http://dx.doi.org/10.1016/j.compositesa.2020.106036Composites Part A-applied Science And Manufacturing. Oxford: Elsevier Sci Ltd, v. 137, 10 p., 2020.1359-835Xhttp://hdl.handle.net/11449/19725210.1016/j.compositesa.2020.106036WOS:000564567100002Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengComposites Part A-applied Science And Manufacturinginfo:eu-repo/semantics/openAccess2024-07-02T15:04:05Zoai:repositorio.unesp.br:11449/197252Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T20:50:52.911807Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv On the 3D void formation of hybrid carbon/glass fiber composite laminates: A statistical approach
title On the 3D void formation of hybrid carbon/glass fiber composite laminates: A statistical approach
spellingShingle On the 3D void formation of hybrid carbon/glass fiber composite laminates: A statistical approach
Monticeli, Francisco M. [UNESP]
Hybrid
Laminate/ply
Statistical approach
Void formation
title_short On the 3D void formation of hybrid carbon/glass fiber composite laminates: A statistical approach
title_full On the 3D void formation of hybrid carbon/glass fiber composite laminates: A statistical approach
title_fullStr On the 3D void formation of hybrid carbon/glass fiber composite laminates: A statistical approach
title_full_unstemmed On the 3D void formation of hybrid carbon/glass fiber composite laminates: A statistical approach
title_sort On the 3D void formation of hybrid carbon/glass fiber composite laminates: A statistical approach
author Monticeli, Francisco M. [UNESP]
author_facet Monticeli, Francisco M. [UNESP]
Almeida, Jose Humberto S.
Neves, Roberta M.
Ornaghi, Felipe G.
Ornaghi, Heitor L.
author_role author
author2 Almeida, Jose Humberto S.
Neves, Roberta M.
Ornaghi, Felipe G.
Ornaghi, Heitor L.
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Aalto Univ
Univ Fed Rio Grande do Sul
Caxias do Sul Univ
dc.contributor.author.fl_str_mv Monticeli, Francisco M. [UNESP]
Almeida, Jose Humberto S.
Neves, Roberta M.
Ornaghi, Felipe G.
Ornaghi, Heitor L.
dc.subject.por.fl_str_mv Hybrid
Laminate/ply
Statistical approach
Void formation
topic Hybrid
Laminate/ply
Statistical approach
Void formation
description This work aims at assessing the effect of the stacking sequence of hybrid laminates on the 3D void formation through a statistical approach. For that purpose, a three-dimensional microstructure is created from multiple two-dimensional microscopy images. Weibull approach shows a poorer fit for carbon fiber composite, while the presence of glass fiber creates homogenization in porosity variation, also treated by ANOVA. The present methodology enables the prediction of void volume fraction in different carbon/glass preform ratios and stacking sequence along the laminate length and through-thickness. The low glass fiber ratio decreases the void content, homogenized porosity distribution along laminate length, and thickness, mainly for glass fiber preforms located in the middle of the laminate. These results confirm that the uniformity of void content throughout the composite can be improved by altering the stacking sequence and ratio of glass to carbon fiber preforms. This methodology can be extended to any composite manufacturing process
publishDate 2020
dc.date.none.fl_str_mv 2020-12-10T20:10:56Z
2020-12-10T20:10:56Z
2020-10-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1016/j.compositesa.2020.106036
Composites Part A-applied Science And Manufacturing. Oxford: Elsevier Sci Ltd, v. 137, 10 p., 2020.
1359-835X
http://hdl.handle.net/11449/197252
10.1016/j.compositesa.2020.106036
WOS:000564567100002
url http://dx.doi.org/10.1016/j.compositesa.2020.106036
http://hdl.handle.net/11449/197252
identifier_str_mv Composites Part A-applied Science And Manufacturing. Oxford: Elsevier Sci Ltd, v. 137, 10 p., 2020.
1359-835X
10.1016/j.compositesa.2020.106036
WOS:000564567100002
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Composites Part A-applied Science And Manufacturing
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 10
dc.publisher.none.fl_str_mv Elsevier B.V.
publisher.none.fl_str_mv Elsevier B.V.
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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