Statistical evaluation of models for sorption and desorption isotherms for barleys
Autor(a) principal: | |
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Data de Publicação: | 2018 |
Outros Autores: | , , , |
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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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 |
_version_ |
1799315336819900416 |