Monitoring emulsion homopolymerization reactions using FT-Raman spectroscopy

Detalhes bibliográficos
Autor(a) principal: Reis,M. M.
Data de Publicação: 2005
Outros Autores: Uliana,M., Sayer,C., Araújo,P. H. H., Giudici,R.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Brazilian Journal of Chemical Engineering
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0104-66322005000100007
Resumo: The present work describes a methodology for estimation of monomer concentration during homopolymerization reactions by Raman spectroscopy. The estimation is done using linear models based on two different approaches: a univariate approach and a multivariate approach (with principal component regression, PCR, or partial least squares regression, PLS). The linear models are fitted with data from spectra collected from synthetic samples, i.e., samples prepared by dispersing a known concentration of monomer in polymer emulsions. Homopolymerizations of butyl acrylate and of vinyl acetate were monitored by collecting samples from the reactor, and results show that the methodology is efficient for the model fitting and that Raman spectroscopy is a promising technique for on-line monitoring of the emulsion polymerization process.
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spelling Monitoring emulsion homopolymerization reactions using FT-Raman spectroscopyPolymerization process monitoringFT-Raman spectroscopyMultivariate linear modelsPartial least squares regressionThe present work describes a methodology for estimation of monomer concentration during homopolymerization reactions by Raman spectroscopy. The estimation is done using linear models based on two different approaches: a univariate approach and a multivariate approach (with principal component regression, PCR, or partial least squares regression, PLS). The linear models are fitted with data from spectra collected from synthetic samples, i.e., samples prepared by dispersing a known concentration of monomer in polymer emulsions. Homopolymerizations of butyl acrylate and of vinyl acetate were monitored by collecting samples from the reactor, and results show that the methodology is efficient for the model fitting and that Raman spectroscopy is a promising technique for on-line monitoring of the emulsion polymerization process.Brazilian Society of Chemical Engineering2005-03-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0104-66322005000100007Brazilian Journal of Chemical Engineering v.22 n.1 2005reponame:Brazilian Journal of Chemical Engineeringinstname:Associação Brasileira de Engenharia Química (ABEQ)instacron:ABEQ10.1590/S0104-66322005000100007info:eu-repo/semantics/openAccessReis,M. M.Uliana,M.Sayer,C.Araújo,P. H. H.Giudici,R.eng2005-03-14T00:00:00Zoai:scielo:S0104-66322005000100007Revistahttps://www.scielo.br/j/bjce/https://old.scielo.br/oai/scielo-oai.phprgiudici@usp.br||rgiudici@usp.br1678-43830104-6632opendoar:2005-03-14T00:00Brazilian Journal of Chemical Engineering - Associação Brasileira de Engenharia Química (ABEQ)false
dc.title.none.fl_str_mv Monitoring emulsion homopolymerization reactions using FT-Raman spectroscopy
title Monitoring emulsion homopolymerization reactions using FT-Raman spectroscopy
spellingShingle Monitoring emulsion homopolymerization reactions using FT-Raman spectroscopy
Reis,M. M.
Polymerization process monitoring
FT-Raman spectroscopy
Multivariate linear models
Partial least squares regression
title_short Monitoring emulsion homopolymerization reactions using FT-Raman spectroscopy
title_full Monitoring emulsion homopolymerization reactions using FT-Raman spectroscopy
title_fullStr Monitoring emulsion homopolymerization reactions using FT-Raman spectroscopy
title_full_unstemmed Monitoring emulsion homopolymerization reactions using FT-Raman spectroscopy
title_sort Monitoring emulsion homopolymerization reactions using FT-Raman spectroscopy
author Reis,M. M.
author_facet Reis,M. M.
Uliana,M.
Sayer,C.
Araújo,P. H. H.
Giudici,R.
author_role author
author2 Uliana,M.
Sayer,C.
Araújo,P. H. H.
Giudici,R.
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Reis,M. M.
Uliana,M.
Sayer,C.
Araújo,P. H. H.
Giudici,R.
dc.subject.por.fl_str_mv Polymerization process monitoring
FT-Raman spectroscopy
Multivariate linear models
Partial least squares regression
topic Polymerization process monitoring
FT-Raman spectroscopy
Multivariate linear models
Partial least squares regression
description The present work describes a methodology for estimation of monomer concentration during homopolymerization reactions by Raman spectroscopy. The estimation is done using linear models based on two different approaches: a univariate approach and a multivariate approach (with principal component regression, PCR, or partial least squares regression, PLS). The linear models are fitted with data from spectra collected from synthetic samples, i.e., samples prepared by dispersing a known concentration of monomer in polymer emulsions. Homopolymerizations of butyl acrylate and of vinyl acetate were monitored by collecting samples from the reactor, and results show that the methodology is efficient for the model fitting and that Raman spectroscopy is a promising technique for on-line monitoring of the emulsion polymerization process.
publishDate 2005
dc.date.none.fl_str_mv 2005-03-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0104-66322005000100007
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0104-66322005000100007
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/S0104-66322005000100007
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Brazilian Society of Chemical Engineering
publisher.none.fl_str_mv Brazilian Society of Chemical Engineering
dc.source.none.fl_str_mv Brazilian Journal of Chemical Engineering v.22 n.1 2005
reponame:Brazilian Journal of Chemical Engineering
instname:Associação Brasileira de Engenharia Química (ABEQ)
instacron:ABEQ
instname_str Associação Brasileira de Engenharia Química (ABEQ)
instacron_str ABEQ
institution ABEQ
reponame_str Brazilian Journal of Chemical Engineering
collection Brazilian Journal of Chemical Engineering
repository.name.fl_str_mv Brazilian Journal of Chemical Engineering - Associação Brasileira de Engenharia Química (ABEQ)
repository.mail.fl_str_mv rgiudici@usp.br||rgiudici@usp.br
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