Optimization of the parameters of resistance spot welding at an automotive industry through the analysis of experiments and response surface methodology
Autor(a) principal: | |
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Data de Publicação: | 2013 |
Outros Autores: | , |
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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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 |
|
_version_ |
1808128600411471872 |