Experimental design and mixed systems optimization controlled by quantitative and qualitative variables

Detalhes bibliográficos
Autor(a) principal: Bona, Evandro
Data de Publicação: 2008
Outros Autores: Borsato, Dionísio, Silva, Rui Sergio dos Santos Ferreira da, Benetasso, Deusa Letícia, Souza, Dayanne Aline de
Tipo de documento: Artigo
Idioma: por
Título da fonte: Acta scientiarum. Technology (Online)
Texto Completo: http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/2561
Resumo: This study has the aim to propose an alternative methodology for system optimization and an experimental design where the qualitative and quantitative variables were combined. Three central composite (rotational) designs were combined to produce a model with these two different kinds of variables. A 2² factorial design was also suggested as a central point to study one qualitative and two quantitative factors. The models were optimized using the otplex software, previously validated through a high complexity level function. The results either to the designs or to the optimization, confirm that the technique is a promising tool in the mixed system analysis controlled by qualitative and quantitative factors.
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spelling Experimental design and mixed systems optimization controlled by quantitative and qualitative variablesPlanejamento e otimização de sistemas mistos controlados por variáveis qualitativas e quantitativasvariáveis qualitativasvariáveis quantitativasmetodologia de superfície de respostamétodo complexplanejamento de experimentos e otimização5.07.02.00-9 Tecnologia de AlimentosThis study has the aim to propose an alternative methodology for system optimization and an experimental design where the qualitative and quantitative variables were combined. Three central composite (rotational) designs were combined to produce a model with these two different kinds of variables. A 2² factorial design was also suggested as a central point to study one qualitative and two quantitative factors. The models were optimized using the otplex software, previously validated through a high complexity level function. The results either to the designs or to the optimization, confirm that the technique is a promising tool in the mixed system analysis controlled by qualitative and quantitative factors.O trabalho propõe uma metodologia alternativa para o planejamento e otimização de sistemas mistos controlados por variáveis qualitativas e quantitativas. Foram combinados três delineamentos centrais compostos (rotacionais) isolados para a produção de um único modelo contendo variáveis qualitativas e quantitativas. Foi também sugerido um delineamento fatorial 22 com ponto central para o estudo de um fator qualitativo e dois quantitativos. Os modelos obtidos foram otimizados através do aplicativo otplex, previamente validado através de uma função de maior nível de complexidade. Os resultados obtidos, tanto para os planejamentos quanto para a otimização, confirmam que a técnica empregada é uma promissora ferramenta na análise de sistemas mistos controlados por fatores qualitativos e quantitativos.Universidade Estadual De Maringá2008-04-22info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/256110.4025/actascitechnol.v24i0.2561Acta Scientiarum. Technology; Vol 24 (2002); 1843-1850Acta Scientiarum. Technology; v. 24 (2002); 1843-18501806-25631807-8664reponame:Acta scientiarum. Technology (Online)instname:Universidade Estadual de Maringá (UEM)instacron:UEMporhttp://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/2561/1584Bona, EvandroBorsato, DionísioSilva, Rui Sergio dos Santos Ferreira daBenetasso, Deusa LetíciaSouza, Dayanne Aline deinfo:eu-repo/semantics/openAccess2024-05-17T13:02:47Zoai:periodicos.uem.br/ojs:article/2561Revistahttps://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/indexPUBhttps://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/oai||actatech@uem.br1807-86641806-2563opendoar:2024-05-17T13:02:47Acta scientiarum. Technology (Online) - Universidade Estadual de Maringá (UEM)false
dc.title.none.fl_str_mv Experimental design and mixed systems optimization controlled by quantitative and qualitative variables
Planejamento e otimização de sistemas mistos controlados por variáveis qualitativas e quantitativas
title Experimental design and mixed systems optimization controlled by quantitative and qualitative variables
spellingShingle Experimental design and mixed systems optimization controlled by quantitative and qualitative variables
Bona, Evandro
variáveis qualitativas
variáveis quantitativas
metodologia de superfície de resposta
método complex
planejamento de experimentos e otimização
5.07.02.00-9 Tecnologia de Alimentos
title_short Experimental design and mixed systems optimization controlled by quantitative and qualitative variables
title_full Experimental design and mixed systems optimization controlled by quantitative and qualitative variables
title_fullStr Experimental design and mixed systems optimization controlled by quantitative and qualitative variables
title_full_unstemmed Experimental design and mixed systems optimization controlled by quantitative and qualitative variables
title_sort Experimental design and mixed systems optimization controlled by quantitative and qualitative variables
author Bona, Evandro
author_facet Bona, Evandro
Borsato, Dionísio
Silva, Rui Sergio dos Santos Ferreira da
Benetasso, Deusa Letícia
Souza, Dayanne Aline de
author_role author
author2 Borsato, Dionísio
Silva, Rui Sergio dos Santos Ferreira da
Benetasso, Deusa Letícia
Souza, Dayanne Aline de
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Bona, Evandro
Borsato, Dionísio
Silva, Rui Sergio dos Santos Ferreira da
Benetasso, Deusa Letícia
Souza, Dayanne Aline de
dc.subject.por.fl_str_mv variáveis qualitativas
variáveis quantitativas
metodologia de superfície de resposta
método complex
planejamento de experimentos e otimização
5.07.02.00-9 Tecnologia de Alimentos
topic variáveis qualitativas
variáveis quantitativas
metodologia de superfície de resposta
método complex
planejamento de experimentos e otimização
5.07.02.00-9 Tecnologia de Alimentos
description This study has the aim to propose an alternative methodology for system optimization and an experimental design where the qualitative and quantitative variables were combined. Three central composite (rotational) designs were combined to produce a model with these two different kinds of variables. A 2² factorial design was also suggested as a central point to study one qualitative and two quantitative factors. The models were optimized using the otplex software, previously validated through a high complexity level function. The results either to the designs or to the optimization, confirm that the technique is a promising tool in the mixed system analysis controlled by qualitative and quantitative factors.
publishDate 2008
dc.date.none.fl_str_mv 2008-04-22
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/2561
10.4025/actascitechnol.v24i0.2561
url http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/2561
identifier_str_mv 10.4025/actascitechnol.v24i0.2561
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/2561/1584
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Estadual De Maringá
publisher.none.fl_str_mv Universidade Estadual De Maringá
dc.source.none.fl_str_mv Acta Scientiarum. Technology; Vol 24 (2002); 1843-1850
Acta Scientiarum. Technology; v. 24 (2002); 1843-1850
1806-2563
1807-8664
reponame:Acta scientiarum. Technology (Online)
instname:Universidade Estadual de Maringá (UEM)
instacron:UEM
instname_str Universidade Estadual de Maringá (UEM)
instacron_str UEM
institution UEM
reponame_str Acta scientiarum. Technology (Online)
collection Acta scientiarum. Technology (Online)
repository.name.fl_str_mv Acta scientiarum. Technology (Online) - Universidade Estadual de Maringá (UEM)
repository.mail.fl_str_mv ||actatech@uem.br
_version_ 1799315332460969984

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