Optimizing UPLC isocyanate determination through a Taguchi experimental design approach

Detalhes bibliográficos
Autor(a) principal: André, Catarina
Data de Publicação: 2013
Outros Autores: Jorge, Fabiana, Castanheira, Isabel, Matos, Ana
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.18/1898
Resumo: The development of a chromatographic procedure for an ultra-performance liquid chromatography can be a very time-consuming task, as the general approach for finding the appropriate operating conditions has been a trialand- error process. The present study reports a novel approach in the field of ultra-performance liquid chromatography by using statistical experimental design based on Taguchi’s method, which allows a complete separation of nine isocyanates present in a complex matrix. The resolution between two adjacent peaks was considered as a quality characteristic and transformed to a Taguchi signal-to-noise ratio. An orthogonal array L9 (34) was selected to analyze the effect of four chromatographic factors, that is, proportion of solvent, percent triethylamine (v/v), temperature ( C), and flow (mLmin 1), with three levels each. The joint analysis performed to the significant factors achieved in the eight analyses of variance allowed to identify two methods to conduct a complete separation of all peaks. Six isocyanates were separated with the first method, with all factors at the lowest level. The remaining three isocyanates were separated with the second method, with the proportion of solvent at the highest level and the other factors at the lowest level. The overall Taguchi experimental design identified the proportion of solvent and the flow rate as major chromatographic factors. Finally, confirmatory experiments were performed with samples prepared with six and three isocyanates, confirming the complete separation of all isocyanates in the study. The Taguchi methods provided a systematic and efficient methodology for this optimization, with considerably less effort than would be required for other optimizations techniques.
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spelling Optimizing UPLC isocyanate determination through a Taguchi experimental design approachFood SafetyTaguchi Experimental DesignIsocyanatesUPLCSignal-to-noise RatioUltra-performance Liquid ChromatographySegurança AlimentarThe development of a chromatographic procedure for an ultra-performance liquid chromatography can be a very time-consuming task, as the general approach for finding the appropriate operating conditions has been a trialand- error process. The present study reports a novel approach in the field of ultra-performance liquid chromatography by using statistical experimental design based on Taguchi’s method, which allows a complete separation of nine isocyanates present in a complex matrix. The resolution between two adjacent peaks was considered as a quality characteristic and transformed to a Taguchi signal-to-noise ratio. An orthogonal array L9 (34) was selected to analyze the effect of four chromatographic factors, that is, proportion of solvent, percent triethylamine (v/v), temperature ( C), and flow (mLmin 1), with three levels each. The joint analysis performed to the significant factors achieved in the eight analyses of variance allowed to identify two methods to conduct a complete separation of all peaks. Six isocyanates were separated with the first method, with all factors at the lowest level. The remaining three isocyanates were separated with the second method, with the proportion of solvent at the highest level and the other factors at the lowest level. The overall Taguchi experimental design identified the proportion of solvent and the flow rate as major chromatographic factors. Finally, confirmatory experiments were performed with samples prepared with six and three isocyanates, confirming the complete separation of all isocyanates in the study. The Taguchi methods provided a systematic and efficient methodology for this optimization, with considerably less effort than would be required for other optimizations techniques.Portuguese Innovation Agency (ADI) in the frame of project QREN 5012-LIRACorkJohn Wiley and SonsRepositório Científico do Instituto Nacional de SaúdeAndré, CatarinaJorge, FabianaCastanheira, IsabelMatos, Ana2014-01-31T14:02:48Z2013-052013-05-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.18/1898engJ Chemometrics. 2013; 27: 91–980886-9383doi:10.1002/cem.2496info:eu-repo/semantics/embargoedAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-20T15:38:56Zoai:repositorio.insa.pt:10400.18/1898Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T18:36:55.054781Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Optimizing UPLC isocyanate determination through a Taguchi experimental design approach
title Optimizing UPLC isocyanate determination through a Taguchi experimental design approach
spellingShingle Optimizing UPLC isocyanate determination through a Taguchi experimental design approach
André, Catarina
Food Safety
Taguchi Experimental Design
Isocyanates
UPLC
Signal-to-noise Ratio
Ultra-performance Liquid Chromatography
Segurança Alimentar
title_short Optimizing UPLC isocyanate determination through a Taguchi experimental design approach
title_full Optimizing UPLC isocyanate determination through a Taguchi experimental design approach
title_fullStr Optimizing UPLC isocyanate determination through a Taguchi experimental design approach
title_full_unstemmed Optimizing UPLC isocyanate determination through a Taguchi experimental design approach
title_sort Optimizing UPLC isocyanate determination through a Taguchi experimental design approach
author André, Catarina
author_facet André, Catarina
Jorge, Fabiana
Castanheira, Isabel
Matos, Ana
author_role author
author2 Jorge, Fabiana
Castanheira, Isabel
Matos, Ana
author2_role author
author
author
dc.contributor.none.fl_str_mv Repositório Científico do Instituto Nacional de Saúde
dc.contributor.author.fl_str_mv André, Catarina
Jorge, Fabiana
Castanheira, Isabel
Matos, Ana
dc.subject.por.fl_str_mv Food Safety
Taguchi Experimental Design
Isocyanates
UPLC
Signal-to-noise Ratio
Ultra-performance Liquid Chromatography
Segurança Alimentar
topic Food Safety
Taguchi Experimental Design
Isocyanates
UPLC
Signal-to-noise Ratio
Ultra-performance Liquid Chromatography
Segurança Alimentar
description The development of a chromatographic procedure for an ultra-performance liquid chromatography can be a very time-consuming task, as the general approach for finding the appropriate operating conditions has been a trialand- error process. The present study reports a novel approach in the field of ultra-performance liquid chromatography by using statistical experimental design based on Taguchi’s method, which allows a complete separation of nine isocyanates present in a complex matrix. The resolution between two adjacent peaks was considered as a quality characteristic and transformed to a Taguchi signal-to-noise ratio. An orthogonal array L9 (34) was selected to analyze the effect of four chromatographic factors, that is, proportion of solvent, percent triethylamine (v/v), temperature ( C), and flow (mLmin 1), with three levels each. The joint analysis performed to the significant factors achieved in the eight analyses of variance allowed to identify two methods to conduct a complete separation of all peaks. Six isocyanates were separated with the first method, with all factors at the lowest level. The remaining three isocyanates were separated with the second method, with the proportion of solvent at the highest level and the other factors at the lowest level. The overall Taguchi experimental design identified the proportion of solvent and the flow rate as major chromatographic factors. Finally, confirmatory experiments were performed with samples prepared with six and three isocyanates, confirming the complete separation of all isocyanates in the study. The Taguchi methods provided a systematic and efficient methodology for this optimization, with considerably less effort than would be required for other optimizations techniques.
publishDate 2013
dc.date.none.fl_str_mv 2013-05
2013-05-01T00:00:00Z
2014-01-31T14:02:48Z
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://hdl.handle.net/10400.18/1898
url http://hdl.handle.net/10400.18/1898
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv J Chemometrics. 2013; 27: 91–98
0886-9383
doi:10.1002/cem.2496
dc.rights.driver.fl_str_mv info:eu-repo/semantics/embargoedAccess
eu_rights_str_mv embargoedAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv John Wiley and Sons
publisher.none.fl_str_mv John Wiley and Sons
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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instacron_str RCAAP
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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