Application of simulated annealing in simulation and optimization of drying process of Zea mays malt

Detalhes bibliográficos
Autor(a) principal: Benvenga,Marco A. C.
Data de Publicação: 2011
Outros Autores: Araújo,Sidnei A. de, Librantz,André F. H., Santana,José C. C., Tambourgi,Elias B.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Engenharia Agrícola
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-69162011000500012
Resumo: Kinetic simulation and drying process optimization of corn malt by Simulated Annealing (SA) for estimation of temperature and time parameters in order to preserve maximum amylase activity in the obtained product are presented here. Germinated corn seeds were dried at 54-76 °C in a convective dryer, with occasional measurement of moisture content and enzymatic activity. The experimental data obtained were submitted to modeling. Simulation and optimization of the drying process were made by using the SA method, a randomized improvement algorithm, analogous to the simulated annealing process. Results showed that seeds were best dried between 3h and 5h. Among the models used in this work, the kinetic model of water diffusion into corn seeds showed the best fitting. Drying temperature and time showed a square influence on the enzymatic activity. Optimization through SA showed the best condition at 54 ºC and between 5.6h and 6.4h of drying. Values of specific activity in the corn malt were found between 5.26±0.06 SKB/mg and 15.69±0,10% of remaining moisture.
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spelling Application of simulated annealing in simulation and optimization of drying process of Zea mays maltsimulated annealingZea maysdrying curvesoptimizationsimulationKinetic simulation and drying process optimization of corn malt by Simulated Annealing (SA) for estimation of temperature and time parameters in order to preserve maximum amylase activity in the obtained product are presented here. Germinated corn seeds were dried at 54-76 °C in a convective dryer, with occasional measurement of moisture content and enzymatic activity. The experimental data obtained were submitted to modeling. Simulation and optimization of the drying process were made by using the SA method, a randomized improvement algorithm, analogous to the simulated annealing process. Results showed that seeds were best dried between 3h and 5h. Among the models used in this work, the kinetic model of water diffusion into corn seeds showed the best fitting. Drying temperature and time showed a square influence on the enzymatic activity. Optimization through SA showed the best condition at 54 ºC and between 5.6h and 6.4h of drying. Values of specific activity in the corn malt were found between 5.26±0.06 SKB/mg and 15.69±0,10% of remaining moisture.Associação Brasileira de Engenharia Agrícola2011-10-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-69162011000500012Engenharia Agrícola v.31 n.5 2011reponame:Engenharia Agrícolainstname:Associação Brasileira de Engenharia Agrícola (SBEA)instacron:SBEA10.1590/S0100-69162011000500012info:eu-repo/semantics/openAccessBenvenga,Marco A. C.Araújo,Sidnei A. deLibrantz,André F. H.Santana,José C. C.Tambourgi,Elias B.eng2011-11-17T00:00:00Zoai:scielo:S0100-69162011000500012Revistahttp://www.engenhariaagricola.org.br/ORGhttps://old.scielo.br/oai/scielo-oai.phprevistasbea@sbea.org.br||sbea@sbea.org.br1809-44300100-6916opendoar:2011-11-17T00:00Engenharia Agrícola - Associação Brasileira de Engenharia Agrícola (SBEA)false
dc.title.none.fl_str_mv Application of simulated annealing in simulation and optimization of drying process of Zea mays malt
title Application of simulated annealing in simulation and optimization of drying process of Zea mays malt
spellingShingle Application of simulated annealing in simulation and optimization of drying process of Zea mays malt
Benvenga,Marco A. C.
simulated annealing
Zea mays
drying curves
optimization
simulation
title_short Application of simulated annealing in simulation and optimization of drying process of Zea mays malt
title_full Application of simulated annealing in simulation and optimization of drying process of Zea mays malt
title_fullStr Application of simulated annealing in simulation and optimization of drying process of Zea mays malt
title_full_unstemmed Application of simulated annealing in simulation and optimization of drying process of Zea mays malt
title_sort Application of simulated annealing in simulation and optimization of drying process of Zea mays malt
author Benvenga,Marco A. C.
author_facet Benvenga,Marco A. C.
Araújo,Sidnei A. de
Librantz,André F. H.
Santana,José C. C.
Tambourgi,Elias B.
author_role author
author2 Araújo,Sidnei A. de
Librantz,André F. H.
Santana,José C. C.
Tambourgi,Elias B.
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Benvenga,Marco A. C.
Araújo,Sidnei A. de
Librantz,André F. H.
Santana,José C. C.
Tambourgi,Elias B.
dc.subject.por.fl_str_mv simulated annealing
Zea mays
drying curves
optimization
simulation
topic simulated annealing
Zea mays
drying curves
optimization
simulation
description Kinetic simulation and drying process optimization of corn malt by Simulated Annealing (SA) for estimation of temperature and time parameters in order to preserve maximum amylase activity in the obtained product are presented here. Germinated corn seeds were dried at 54-76 °C in a convective dryer, with occasional measurement of moisture content and enzymatic activity. The experimental data obtained were submitted to modeling. Simulation and optimization of the drying process were made by using the SA method, a randomized improvement algorithm, analogous to the simulated annealing process. Results showed that seeds were best dried between 3h and 5h. Among the models used in this work, the kinetic model of water diffusion into corn seeds showed the best fitting. Drying temperature and time showed a square influence on the enzymatic activity. Optimization through SA showed the best condition at 54 ºC and between 5.6h and 6.4h of drying. Values of specific activity in the corn malt were found between 5.26±0.06 SKB/mg and 15.69±0,10% of remaining moisture.
publishDate 2011
dc.date.none.fl_str_mv 2011-10-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-69162011000500012
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-69162011000500012
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/S0100-69162011000500012
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 Associação Brasileira de Engenharia Agrícola
publisher.none.fl_str_mv Associação Brasileira de Engenharia Agrícola
dc.source.none.fl_str_mv Engenharia Agrícola v.31 n.5 2011
reponame:Engenharia Agrícola
instname:Associação Brasileira de Engenharia Agrícola (SBEA)
instacron:SBEA
instname_str Associação Brasileira de Engenharia Agrícola (SBEA)
instacron_str SBEA
institution SBEA
reponame_str Engenharia Agrícola
collection Engenharia Agrícola
repository.name.fl_str_mv Engenharia Agrícola - Associação Brasileira de Engenharia Agrícola (SBEA)
repository.mail.fl_str_mv revistasbea@sbea.org.br||sbea@sbea.org.br
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