Statistical evaluation of models for sorption and desorption isotherms for barleys

Detalhes bibliográficos
Autor(a) principal: Cruz, Moema Ritter
Data de Publicação: 2018
Outros Autores: Canteli, Anderson Dias, Voll, Fernando Augusto Pedersen, Zuge, Luana Carolina Bosmuler, Scheer, Agnes de Paula
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Acta scientiarum. Technology (Online)
Texto Completo: http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/37689
Resumo:  This study presents a novel approach to evaluate water sorption and desorption isotherm modeling consisting in statistical evaluation of the fit followed by the ranking of the models. Water sorption and desorption isotherms for BRS Elis and BRS Cauê barley cultivars were evaluated at 40, 50, and 60°C. Data were analyzed by the GAB, Freundlich, Halsey, Henderson, Langmuir, Oswin, and Smith models. The BET model was also fitted to determine the moisture content. All models were submitted to five tests to determine whether the model was statistically significant. Then, the models were ranked using corrected Akaike information criterion. At all temperatures, the equilibrium moisture content increases as water activity increases and temperature decreases. Data showed no hysteresis in both cultivars. The statistical parameters evaluated indicate the goodness of the fit for all models except for the GAB model for BRS Elis cultivar at 60°C. The analysis with the corrected Akaike information criterion revealed that the Oswin and Henderson models showed best results at 40 and 50°C for both cultivars studied. At 60°C, the Freundlich model was the best for both cultivars. For both cultivars, the value of isosteric heat decreases with an increase in moisture content. 
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spelling Statistical evaluation of models for sorption and desorption isotherms for barleysAkaike information criterionequilibrium moisture contentmathematical modelsbarley cultivar.Engenharia de Alimentos This study presents a novel approach to evaluate water sorption and desorption isotherm modeling consisting in statistical evaluation of the fit followed by the ranking of the models. Water sorption and desorption isotherms for BRS Elis and BRS Cauê barley cultivars were evaluated at 40, 50, and 60°C. Data were analyzed by the GAB, Freundlich, Halsey, Henderson, Langmuir, Oswin, and Smith models. The BET model was also fitted to determine the moisture content. All models were submitted to five tests to determine whether the model was statistically significant. Then, the models were ranked using corrected Akaike information criterion. At all temperatures, the equilibrium moisture content increases as water activity increases and temperature decreases. Data showed no hysteresis in both cultivars. The statistical parameters evaluated indicate the goodness of the fit for all models except for the GAB model for BRS Elis cultivar at 60°C. The analysis with the corrected Akaike information criterion revealed that the Oswin and Henderson models showed best results at 40 and 50°C for both cultivars studied. At 60°C, the Freundlich model was the best for both cultivars. For both cultivars, the value of isosteric heat decreases with an increase in moisture content. Universidade Estadual De Maringá2018-09-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionisotermas de sorçãoapplication/pdfhttp://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/3768910.4025/actascitechnol.v40i1.37689Acta Scientiarum. Technology; Vol 40 (2018): Publicação Contínua; e37689Acta Scientiarum. Technology; v. 40 (2018): Publicação Contínua; e376891806-25631807-8664reponame:Acta scientiarum. Technology (Online)instname:Universidade Estadual de Maringá (UEM)instacron:UEMenghttp://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/37689/pdfCopyright (c) 2018 Acta Scientiarum. Technologyhttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessCruz, Moema RitterCanteli, Anderson DiasVoll, Fernando Augusto PedersenZuge, Luana Carolina BosmulerScheer, Agnes de Paula2019-07-17T11:53:49Zoai:periodicos.uem.br/ojs:article/37689Revistahttps://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/indexPUBhttps://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/oai||actatech@uem.br1807-86641806-2563opendoar:2019-07-17T11:53:49Acta scientiarum. Technology (Online) - Universidade Estadual de Maringá (UEM)false
dc.title.none.fl_str_mv Statistical evaluation of models for sorption and desorption isotherms for barleys
title Statistical evaluation of models for sorption and desorption isotherms for barleys
spellingShingle Statistical evaluation of models for sorption and desorption isotherms for barleys
Cruz, Moema Ritter
Akaike information criterion
equilibrium moisture content
mathematical models
barley cultivar.
Engenharia de Alimentos
title_short Statistical evaluation of models for sorption and desorption isotherms for barleys
title_full Statistical evaluation of models for sorption and desorption isotherms for barleys
title_fullStr Statistical evaluation of models for sorption and desorption isotherms for barleys
title_full_unstemmed Statistical evaluation of models for sorption and desorption isotherms for barleys
title_sort Statistical evaluation of models for sorption and desorption isotherms for barleys
author Cruz, Moema Ritter
author_facet Cruz, Moema Ritter
Canteli, Anderson Dias
Voll, Fernando Augusto Pedersen
Zuge, Luana Carolina Bosmuler
Scheer, Agnes de Paula
author_role author
author2 Canteli, Anderson Dias
Voll, Fernando Augusto Pedersen
Zuge, Luana Carolina Bosmuler
Scheer, Agnes de Paula
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Cruz, Moema Ritter
Canteli, Anderson Dias
Voll, Fernando Augusto Pedersen
Zuge, Luana Carolina Bosmuler
Scheer, Agnes de Paula
dc.subject.por.fl_str_mv Akaike information criterion
equilibrium moisture content
mathematical models
barley cultivar.
Engenharia de Alimentos
topic Akaike information criterion
equilibrium moisture content
mathematical models
barley cultivar.
Engenharia de Alimentos
description  This study presents a novel approach to evaluate water sorption and desorption isotherm modeling consisting in statistical evaluation of the fit followed by the ranking of the models. Water sorption and desorption isotherms for BRS Elis and BRS Cauê barley cultivars were evaluated at 40, 50, and 60°C. Data were analyzed by the GAB, Freundlich, Halsey, Henderson, Langmuir, Oswin, and Smith models. The BET model was also fitted to determine the moisture content. All models were submitted to five tests to determine whether the model was statistically significant. Then, the models were ranked using corrected Akaike information criterion. At all temperatures, the equilibrium moisture content increases as water activity increases and temperature decreases. Data showed no hysteresis in both cultivars. The statistical parameters evaluated indicate the goodness of the fit for all models except for the GAB model for BRS Elis cultivar at 60°C. The analysis with the corrected Akaike information criterion revealed that the Oswin and Henderson models showed best results at 40 and 50°C for both cultivars studied. At 60°C, the Freundlich model was the best for both cultivars. For both cultivars, the value of isosteric heat decreases with an increase in moisture content. 
publishDate 2018
dc.date.none.fl_str_mv 2018-09-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
isotermas de sorção
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/37689
10.4025/actascitechnol.v40i1.37689
url http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/37689
identifier_str_mv 10.4025/actascitechnol.v40i1.37689
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/37689/pdf
dc.rights.driver.fl_str_mv Copyright (c) 2018 Acta Scientiarum. Technology
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2018 Acta Scientiarum. Technology
https://creativecommons.org/licenses/by/4.0
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 40 (2018): Publicação Contínua; e37689
Acta Scientiarum. Technology; v. 40 (2018): Publicação Contínua; e37689
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
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