On the 3D void formation of hybrid carbon/glass fiber composite laminates: A statistical approach
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , |
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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Repositório Institucional da UNESP |
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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 |
|
_version_ |
1808129257310781440 |