Statistical approach to optimize crashworthiness of thermoplastic commingled composites

Detalhes bibliográficos
Autor(a) principal: Di Benedetto, Ricardo Mello [UNESP]
Data de Publicação: 2022
Outros Autores: Gomes, Guilherme Ferreira, Janotti, Anderson, Junior, Antonio Carlos Ancelotti, Botelho, Edson Cocchieri [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.mtcomm.2022.103651
http://hdl.handle.net/11449/241840
Resumo: A design of experiments analysis was developed to relate the processing conditions to the impact energy absorption capability of thermoplastic commingled composites. Based on low velocity impact test responses and statistical modeling, a factorial design was implemented to investigate the interaction of processing parameters with the polymer viscosity. The influence of thermal consolidation on materials performances were evaluated and quantified. The dataset was obtained according to the impact energy capability of carbon fiber/polyamide and carbon fiber/poly (ether-ether-ketone) commingled composites. The results identified the best combination of variables which improves crashworthiness of structural composites and leads to high impact energy absorption capabilities. The results revealed that the commingled composites crashworthiness strongly depends on the polymer yarn dispersion in the carbon fiber tow, that was identified and classified in different distribution patterns. This work represents a significant step towards manufacturing of thermoplastics composites with target structural performance.
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spelling Statistical approach to optimize crashworthiness of thermoplastic commingled compositesCommingled compositesCrashworthinessDOEHigh-performance compositesA design of experiments analysis was developed to relate the processing conditions to the impact energy absorption capability of thermoplastic commingled composites. Based on low velocity impact test responses and statistical modeling, a factorial design was implemented to investigate the interaction of processing parameters with the polymer viscosity. The influence of thermal consolidation on materials performances were evaluated and quantified. The dataset was obtained according to the impact energy capability of carbon fiber/polyamide and carbon fiber/poly (ether-ether-ketone) commingled composites. The results identified the best combination of variables which improves crashworthiness of structural composites and leads to high impact energy absorption capabilities. The results revealed that the commingled composites crashworthiness strongly depends on the polymer yarn dispersion in the carbon fiber tow, that was identified and classified in different distribution patterns. This work represents a significant step towards manufacturing of thermoplastics composites with target structural performance.Financiadora de Estudos e ProjetosFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Fundação de Amparo à Pesquisa do Estado de Minas Gerais (FAPEMIG)National Science FoundationMaterials and Technology Department School of Engineering São Paulo State University – UNESP, Av. Ariberto Pereira da Cunha, 333, SPDepartment of Materials Science & Engineering University of Delaware – UDEL, 212 DuPont HallInstitute of Mechanical Engineering Federal University of Itajubá – UNIFEI NTC – Composite Technology Center, Av. BPS, 1303, MGMaterials and Technology Department School of Engineering São Paulo State University – UNESP, Av. Ariberto Pereira da Cunha, 333, SPFinanciadora de Estudos e Projetos: 0.1.13.0169.00FAPESP: 2017/16970-0FAPESP: 2018/24964-2FAPESP: 2019/22173-0CNPq: 303224/2016-9CNPq: 311709/2017-6FAPEMIG: APQ-00385-18FAPEMIG: APQ-01846-18National Science Foundation: DMR-1652994Universidade Estadual Paulista (UNESP)University of Delaware – UDELNTC – Composite Technology CenterDi Benedetto, Ricardo Mello [UNESP]Gomes, Guilherme FerreiraJanotti, AndersonJunior, Antonio Carlos AncelottiBotelho, Edson Cocchieri [UNESP]2023-03-02T00:30:17Z2023-03-02T00:30:17Z2022-06-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1016/j.mtcomm.2022.103651Materials Today Communications, v. 31.2352-4928http://hdl.handle.net/11449/24184010.1016/j.mtcomm.2022.1036512-s2.0-85130081192Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengMaterials Today Communicationsinfo:eu-repo/semantics/openAccess2024-07-02T15:04:15Zoai:repositorio.unesp.br:11449/241840Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-07-02T15:04:15Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Statistical approach to optimize crashworthiness of thermoplastic commingled composites
title Statistical approach to optimize crashworthiness of thermoplastic commingled composites
spellingShingle Statistical approach to optimize crashworthiness of thermoplastic commingled composites
Di Benedetto, Ricardo Mello [UNESP]
Commingled composites
Crashworthiness
DOE
High-performance composites
title_short Statistical approach to optimize crashworthiness of thermoplastic commingled composites
title_full Statistical approach to optimize crashworthiness of thermoplastic commingled composites
title_fullStr Statistical approach to optimize crashworthiness of thermoplastic commingled composites
title_full_unstemmed Statistical approach to optimize crashworthiness of thermoplastic commingled composites
title_sort Statistical approach to optimize crashworthiness of thermoplastic commingled composites
author Di Benedetto, Ricardo Mello [UNESP]
author_facet Di Benedetto, Ricardo Mello [UNESP]
Gomes, Guilherme Ferreira
Janotti, Anderson
Junior, Antonio Carlos Ancelotti
Botelho, Edson Cocchieri [UNESP]
author_role author
author2 Gomes, Guilherme Ferreira
Janotti, Anderson
Junior, Antonio Carlos Ancelotti
Botelho, Edson Cocchieri [UNESP]
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (UNESP)
University of Delaware – UDEL
NTC – Composite Technology Center
dc.contributor.author.fl_str_mv Di Benedetto, Ricardo Mello [UNESP]
Gomes, Guilherme Ferreira
Janotti, Anderson
Junior, Antonio Carlos Ancelotti
Botelho, Edson Cocchieri [UNESP]
dc.subject.por.fl_str_mv Commingled composites
Crashworthiness
DOE
High-performance composites
topic Commingled composites
Crashworthiness
DOE
High-performance composites
description A design of experiments analysis was developed to relate the processing conditions to the impact energy absorption capability of thermoplastic commingled composites. Based on low velocity impact test responses and statistical modeling, a factorial design was implemented to investigate the interaction of processing parameters with the polymer viscosity. The influence of thermal consolidation on materials performances were evaluated and quantified. The dataset was obtained according to the impact energy capability of carbon fiber/polyamide and carbon fiber/poly (ether-ether-ketone) commingled composites. The results identified the best combination of variables which improves crashworthiness of structural composites and leads to high impact energy absorption capabilities. The results revealed that the commingled composites crashworthiness strongly depends on the polymer yarn dispersion in the carbon fiber tow, that was identified and classified in different distribution patterns. This work represents a significant step towards manufacturing of thermoplastics composites with target structural performance.
publishDate 2022
dc.date.none.fl_str_mv 2022-06-01
2023-03-02T00:30:17Z
2023-03-02T00:30:17Z
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.mtcomm.2022.103651
Materials Today Communications, v. 31.
2352-4928
http://hdl.handle.net/11449/241840
10.1016/j.mtcomm.2022.103651
2-s2.0-85130081192
url http://dx.doi.org/10.1016/j.mtcomm.2022.103651
http://hdl.handle.net/11449/241840
identifier_str_mv Materials Today Communications, v. 31.
2352-4928
10.1016/j.mtcomm.2022.103651
2-s2.0-85130081192
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Materials Today Communications
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
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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