Optimization of the parameters of resistance spot welding at an automotive industry through the analysis of experiments and response surface methodology

Detalhes bibliográficos
Autor(a) principal: Silveira de Souza, Mayra Tereza
Data de Publicação: 2013
Outros Autores: Fernandes, Marcelo Machado [UNESP], Miranda, Rafael De Carvalho
Tipo de documento: Artigo
Idioma: por
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.14393/19834071.2013.20995
http://hdl.handle.net/11449/220979
Resumo: One way to achieve the competitive characteristics or critical factors and meet the needs and expectations of consumers is through the application of design techniques and analysis of experiments and response surface methodology, since the combined use of these techniques, enables the determination of optimal settings for obtaining the desired result. In this sense this paper aims to apply these techniques to optimization of the parameters involved in a resistance spot welding process. As part of this goal, an application is developed with the technique of full factorial design, in order to discover which parameters involved in the process in question (power, strength, weld time and pre weld time), actually promote significant effect on response (tensile strength). With the experiments and analyzing the data generated by the software MINITAB, it appears that only the current and strength parameters are significant. Thereafter, the technique of central composite design is used, the stationary point is determined and finally the analysis of eigenvalues of the Hessian matrix is conducted to determine the current and strength values that promote better performance in terms of tensile strength.
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spelling Optimization of the parameters of resistance spot welding at an automotive industry through the analysis of experiments and response surface methodologyOtimização dos parâmetros de soldagem a ponto por resistência em uma indústria automotiva por meio da análise de experimentos e metodologia de superfície de respostaDesign and analysis of experimentsOptimizationResistance spot welding processResponse surface methodologyOne way to achieve the competitive characteristics or critical factors and meet the needs and expectations of consumers is through the application of design techniques and analysis of experiments and response surface methodology, since the combined use of these techniques, enables the determination of optimal settings for obtaining the desired result. In this sense this paper aims to apply these techniques to optimization of the parameters involved in a resistance spot welding process. As part of this goal, an application is developed with the technique of full factorial design, in order to discover which parameters involved in the process in question (power, strength, weld time and pre weld time), actually promote significant effect on response (tensile strength). With the experiments and analyzing the data generated by the software MINITAB, it appears that only the current and strength parameters are significant. Thereafter, the technique of central composite design is used, the stationary point is determined and finally the analysis of eigenvalues of the Hessian matrix is conducted to determine the current and strength values that promote better performance in terms of tensile strength.Centro Universitário de Itajubá FEPIUniversidade Estadual Paulista UNESPUniversidade Federal de Itajubá UNIFEIUniversidade Estadual Paulista UNESPFEPIUniversidade Estadual Paulista (UNESP)UNIFEISilveira de Souza, Mayra TerezaFernandes, Marcelo Machado [UNESP]Miranda, Rafael De Carvalho2022-04-28T19:07:10Z2022-04-28T19:07:10Z2013-07-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article131-140http://dx.doi.org/10.14393/19834071.2013.20995Ciencia y Engenharia/ Science and Engineering Journal, v. 22, n. 2, p. 131-140, 2013.1983-40710103-944Xhttp://hdl.handle.net/11449/22097910.14393/19834071.2013.209952-s2.0-85037719079Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPporCiencia y Engenharia/ Science and Engineering Journalinfo:eu-repo/semantics/openAccess2022-04-28T19:07:10Zoai:repositorio.unesp.br:11449/220979Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T16:03:01.133858Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Optimization of the parameters of resistance spot welding at an automotive industry through the analysis of experiments and response surface methodology
Otimização dos parâmetros de soldagem a ponto por resistência em uma indústria automotiva por meio da análise de experimentos e metodologia de superfície de resposta
title Optimization of the parameters of resistance spot welding at an automotive industry through the analysis of experiments and response surface methodology
spellingShingle Optimization of the parameters of resistance spot welding at an automotive industry through the analysis of experiments and response surface methodology
Silveira de Souza, Mayra Tereza
Design and analysis of experiments
Optimization
Resistance spot welding process
Response surface methodology
title_short Optimization of the parameters of resistance spot welding at an automotive industry through the analysis of experiments and response surface methodology
title_full Optimization of the parameters of resistance spot welding at an automotive industry through the analysis of experiments and response surface methodology
title_fullStr Optimization of the parameters of resistance spot welding at an automotive industry through the analysis of experiments and response surface methodology
title_full_unstemmed Optimization of the parameters of resistance spot welding at an automotive industry through the analysis of experiments and response surface methodology
title_sort Optimization of the parameters of resistance spot welding at an automotive industry through the analysis of experiments and response surface methodology
author Silveira de Souza, Mayra Tereza
author_facet Silveira de Souza, Mayra Tereza
Fernandes, Marcelo Machado [UNESP]
Miranda, Rafael De Carvalho
author_role author
author2 Fernandes, Marcelo Machado [UNESP]
Miranda, Rafael De Carvalho
author2_role author
author
dc.contributor.none.fl_str_mv FEPI
Universidade Estadual Paulista (UNESP)
UNIFEI
dc.contributor.author.fl_str_mv Silveira de Souza, Mayra Tereza
Fernandes, Marcelo Machado [UNESP]
Miranda, Rafael De Carvalho
dc.subject.por.fl_str_mv Design and analysis of experiments
Optimization
Resistance spot welding process
Response surface methodology
topic Design and analysis of experiments
Optimization
Resistance spot welding process
Response surface methodology
description One way to achieve the competitive characteristics or critical factors and meet the needs and expectations of consumers is through the application of design techniques and analysis of experiments and response surface methodology, since the combined use of these techniques, enables the determination of optimal settings for obtaining the desired result. In this sense this paper aims to apply these techniques to optimization of the parameters involved in a resistance spot welding process. As part of this goal, an application is developed with the technique of full factorial design, in order to discover which parameters involved in the process in question (power, strength, weld time and pre weld time), actually promote significant effect on response (tensile strength). With the experiments and analyzing the data generated by the software MINITAB, it appears that only the current and strength parameters are significant. Thereafter, the technique of central composite design is used, the stationary point is determined and finally the analysis of eigenvalues of the Hessian matrix is conducted to determine the current and strength values that promote better performance in terms of tensile strength.
publishDate 2013
dc.date.none.fl_str_mv 2013-07-01
2022-04-28T19:07:10Z
2022-04-28T19:07:10Z
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/10.14393/19834071.2013.20995
Ciencia y Engenharia/ Science and Engineering Journal, v. 22, n. 2, p. 131-140, 2013.
1983-4071
0103-944X
http://hdl.handle.net/11449/220979
10.14393/19834071.2013.20995
2-s2.0-85037719079
url http://dx.doi.org/10.14393/19834071.2013.20995
http://hdl.handle.net/11449/220979
identifier_str_mv Ciencia y Engenharia/ Science and Engineering Journal, v. 22, n. 2, p. 131-140, 2013.
1983-4071
0103-944X
10.14393/19834071.2013.20995
2-s2.0-85037719079
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv Ciencia y Engenharia/ Science and Engineering Journal
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 131-140
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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