Neural network applications in polymerization processes

Detalhes bibliográficos
Autor(a) principal: Fernandes,F. A. N.
Data de Publicação: 2005
Outros Autores: Lona,L. M.F.
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=S0104-66322005000300009
Resumo: Neural networks currently play a major role in the modeling, control and optimization of polymerization processes and in polymer resin development. This paper is a brief tutorial on simple and practical procedures that can help in selecting and training neural networks and addresses complex cases where the application of neural networks has been successful in the field of polymerization.
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spelling Neural network applications in polymerization processesNeural networkPolymerizationSimulationNeural networks currently play a major role in the modeling, control and optimization of polymerization processes and in polymer resin development. This paper is a brief tutorial on simple and practical procedures that can help in selecting and training neural networks and addresses complex cases where the application of neural networks has been successful in the field of polymerization.Brazilian Society of Chemical Engineering2005-09-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0104-66322005000300009Brazilian Journal of Chemical Engineering v.22 n.3 2005reponame:Brazilian Journal of Chemical Engineeringinstname:Associação Brasileira de Engenharia Química (ABEQ)instacron:ABEQ10.1590/S0104-66322005000300009info:eu-repo/semantics/openAccessFernandes,F. A. N.Lona,L. M.F.eng2005-09-28T00:00:00Zoai:scielo:S0104-66322005000300009Revistahttps://www.scielo.br/j/bjce/https://old.scielo.br/oai/scielo-oai.phprgiudici@usp.br||rgiudici@usp.br1678-43830104-6632opendoar:2005-09-28T00:00Brazilian Journal of Chemical Engineering - Associação Brasileira de Engenharia Química (ABEQ)false
dc.title.none.fl_str_mv Neural network applications in polymerization processes
title Neural network applications in polymerization processes
spellingShingle Neural network applications in polymerization processes
Fernandes,F. A. N.
Neural network
Polymerization
Simulation
title_short Neural network applications in polymerization processes
title_full Neural network applications in polymerization processes
title_fullStr Neural network applications in polymerization processes
title_full_unstemmed Neural network applications in polymerization processes
title_sort Neural network applications in polymerization processes
author Fernandes,F. A. N.
author_facet Fernandes,F. A. N.
Lona,L. M.F.
author_role author
author2 Lona,L. M.F.
author2_role author
dc.contributor.author.fl_str_mv Fernandes,F. A. N.
Lona,L. M.F.
dc.subject.por.fl_str_mv Neural network
Polymerization
Simulation
topic Neural network
Polymerization
Simulation
description Neural networks currently play a major role in the modeling, control and optimization of polymerization processes and in polymer resin development. This paper is a brief tutorial on simple and practical procedures that can help in selecting and training neural networks and addresses complex cases where the application of neural networks has been successful in the field of polymerization.
publishDate 2005
dc.date.none.fl_str_mv 2005-09-01
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=S0104-66322005000300009
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0104-66322005000300009
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/S0104-66322005000300009
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.3 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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