Evaluation of an empirical model used for deriving the fluidization velocity of binary mixtures of biomasses and sand

Detalhes bibliográficos
Autor(a) principal: Vasconcelos, David da Silva
Data de Publicação: 2020
Outros Autores: Lima, Sirlene Barbosa, Silva, Ana Cristina Morais da, Júnior, José Mário Ferreira, Pires, Carlos Augusto de Moraes
Tipo de documento: Artigo
Idioma: por
Título da fonte: Research, Society and Development
Texto Completo: https://rsdjournal.org/index.php/rsd/article/view/6648
Resumo: In a previous study, a statistical model was developed using the experimental planning technique for evaluating the influence of its variables on fluidization velocity. In this study, we investigated the Vasconcelos-statistical model (VSM) in data representation, considering fluidization with and without segregation. The methodology used was based on the simulation of the fluidization velocity of nine binary systems, comprising sand, and eight biomasses published by six authors. In addition, the results obtained using VSM were compared with those obtained using five other models, reported by different authors, but adjusted to the experimental data of these biomasses. The result obtained by the proposed models mainly indicated a discrepancy between the experimental and calculated fluidization velocities. VSM, using only three variables (particle size, particle diameter, and biomass mass fraction), yielded results of smaller discrepancy values in all simulations (2.23–12.51%), as opposed to the other comparative models, which presented more significant numbers of variables. Thus, VSM is defined as one of the most interesting models for predicting the fluidization velocity of several biomasses.
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spelling Evaluation of an empirical model used for deriving the fluidization velocity of binary mixtures of biomasses and sandEvaluación de un modelo empírico utilizado para derivar la velocidad de fluidización de mezclas binarias de biomasas y arenaAvaliação de um modelo empírico utilizado para derivar a velocidade de fluidização de misturas binárias de biomassa e areiaVelocidade de fluidização; Mistura binária; Modelo empírico; Modelo estatístico.Velocidade de fluidização; Mistura binária; Modelo empírico; Modelo estatístico.Fluidization velocitymixture binaryempirical modelstatistical modelIn a previous study, a statistical model was developed using the experimental planning technique for evaluating the influence of its variables on fluidization velocity. In this study, we investigated the Vasconcelos-statistical model (VSM) in data representation, considering fluidization with and without segregation. The methodology used was based on the simulation of the fluidization velocity of nine binary systems, comprising sand, and eight biomasses published by six authors. In addition, the results obtained using VSM were compared with those obtained using five other models, reported by different authors, but adjusted to the experimental data of these biomasses. The result obtained by the proposed models mainly indicated a discrepancy between the experimental and calculated fluidization velocities. VSM, using only three variables (particle size, particle diameter, and biomass mass fraction), yielded results of smaller discrepancy values in all simulations (2.23–12.51%), as opposed to the other comparative models, which presented more significant numbers of variables. Thus, VSM is defined as one of the most interesting models for predicting the fluidization velocity of several biomasses.En un estudio anterior, se desarrolló un modelo estadístico utilizando la técnica de planificación experimental para evaluar la influencia de sus variables en la velocidad de fluidización. En este estudio, investigamos el modelo estadístico de Vasconcelos (VSM) en la representación de datos, considerando la fluidización con y sin segregación. La metodología utilizada se basó en la simulación de la velocidad de fluidización de nueve sistemas binarios, que comprenden arena y ocho biomasas, publicados por seis autores. Además, los resultados obtenidos con el VSM se compararon con los obtenidos con otros cinco modelos, informados por diferentes autores, pero ajustados a los datos experimentales de estas biomasas. El resultado obtenido por los modelos propuestos indicó principalmente una discrepancia entre las velocidades de fluidización experimentales y calculadas. VSM, utilizando solo tres variables (tamaño de partícula, diámetro de partícula y fracción de masa de biomasa), produjo resultados de valores de discrepancia más bajos en todas las simulaciones (2.23 a 12.51%), en oposición a otros modelos comparativos, que presentaron un mayor número de variables. Por lo tanto, VSM se define como uno de los modelos más interesantes para predecir la velocidad de fluidización de varias biomasas.Em um estudo anterior, um modelo estatístico foi desenvolvido usando a técnica de planejamento experimental para avaliar a influência de suas variáveis na velocidade de fluidização. Neste estudo, investigamos o modelo estatístico Vasconcelos (VSM) na representação de dados, considerando a fluidização com e sem segregação. A metodologia utilizada foi baseada na simulação da velocidade de fluidização de nove sistemas binários, compreendendo areia e oito biomassas publicadas por seis autores. Além disso, os resultados obtidos com o VSM foram comparados com os obtidos com outros cinco modelos, relatados por diferentes autores, mas ajustados aos dados experimentais dessas biomassas. O resultado obtido pelos modelos propostos indicou principalmente uma discrepância entre as velocidades de fluidização experimental e calculada. O VSM, usando apenas três variáveis ​​(tamanho de partícula, diâmetro de partícula e fração de massa de biomassa), produziu resultados de menores valores de discrepância em todas as simulações (2,23 a 12,51%), em oposição aos outros modelos comparativos, que apresentaram maior número de variáveis. Assim, o VSM é definido como um dos modelos mais interessantes para prever a velocidade de fluidização de várias biomassas.Research, Society and Development2020-08-11info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/664810.33448/rsd-v9i9.6648Research, Society and Development; Vol. 9 No. 9; e49996648Research, Society and Development; Vol. 9 Núm. 9; e49996648Research, Society and Development; v. 9 n. 9; e499966482525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIporhttps://rsdjournal.org/index.php/rsd/article/view/6648/6169Copyright (c) 2020 David da Silva Vasconcelos, Sirlene Barbosa Lima, Ana Cristina Morais da Silva, José Mário Ferreira Júnior, Carlos Augusto de Moraes Pireshttp://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessVasconcelos, David da SilvaLima, Sirlene BarbosaSilva, Ana Cristina Morais daJúnior, José Mário FerreiraPires, Carlos Augusto de Moraes2020-09-18T01:42:11Zoai:ojs.pkp.sfu.ca:article/6648Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:29:41.865545Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false
dc.title.none.fl_str_mv Evaluation of an empirical model used for deriving the fluidization velocity of binary mixtures of biomasses and sand
Evaluación de un modelo empírico utilizado para derivar la velocidad de fluidización de mezclas binarias de biomasas y arena
Avaliação de um modelo empírico utilizado para derivar a velocidade de fluidização de misturas binárias de biomassa e areia
title Evaluation of an empirical model used for deriving the fluidization velocity of binary mixtures of biomasses and sand
spellingShingle Evaluation of an empirical model used for deriving the fluidization velocity of binary mixtures of biomasses and sand
Vasconcelos, David da Silva
Velocidade de fluidização; Mistura binária; Modelo empírico; Modelo estatístico.
Velocidade de fluidização; Mistura binária; Modelo empírico; Modelo estatístico.
Fluidization velocity
mixture binary
empirical model
statistical model
title_short Evaluation of an empirical model used for deriving the fluidization velocity of binary mixtures of biomasses and sand
title_full Evaluation of an empirical model used for deriving the fluidization velocity of binary mixtures of biomasses and sand
title_fullStr Evaluation of an empirical model used for deriving the fluidization velocity of binary mixtures of biomasses and sand
title_full_unstemmed Evaluation of an empirical model used for deriving the fluidization velocity of binary mixtures of biomasses and sand
title_sort Evaluation of an empirical model used for deriving the fluidization velocity of binary mixtures of biomasses and sand
author Vasconcelos, David da Silva
author_facet Vasconcelos, David da Silva
Lima, Sirlene Barbosa
Silva, Ana Cristina Morais da
Júnior, José Mário Ferreira
Pires, Carlos Augusto de Moraes
author_role author
author2 Lima, Sirlene Barbosa
Silva, Ana Cristina Morais da
Júnior, José Mário Ferreira
Pires, Carlos Augusto de Moraes
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Vasconcelos, David da Silva
Lima, Sirlene Barbosa
Silva, Ana Cristina Morais da
Júnior, José Mário Ferreira
Pires, Carlos Augusto de Moraes
dc.subject.por.fl_str_mv Velocidade de fluidização; Mistura binária; Modelo empírico; Modelo estatístico.
Velocidade de fluidização; Mistura binária; Modelo empírico; Modelo estatístico.
Fluidization velocity
mixture binary
empirical model
statistical model
topic Velocidade de fluidização; Mistura binária; Modelo empírico; Modelo estatístico.
Velocidade de fluidização; Mistura binária; Modelo empírico; Modelo estatístico.
Fluidization velocity
mixture binary
empirical model
statistical model
description In a previous study, a statistical model was developed using the experimental planning technique for evaluating the influence of its variables on fluidization velocity. In this study, we investigated the Vasconcelos-statistical model (VSM) in data representation, considering fluidization with and without segregation. The methodology used was based on the simulation of the fluidization velocity of nine binary systems, comprising sand, and eight biomasses published by six authors. In addition, the results obtained using VSM were compared with those obtained using five other models, reported by different authors, but adjusted to the experimental data of these biomasses. The result obtained by the proposed models mainly indicated a discrepancy between the experimental and calculated fluidization velocities. VSM, using only three variables (particle size, particle diameter, and biomass mass fraction), yielded results of smaller discrepancy values in all simulations (2.23–12.51%), as opposed to the other comparative models, which presented more significant numbers of variables. Thus, VSM is defined as one of the most interesting models for predicting the fluidization velocity of several biomasses.
publishDate 2020
dc.date.none.fl_str_mv 2020-08-11
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://rsdjournal.org/index.php/rsd/article/view/6648
10.33448/rsd-v9i9.6648
url https://rsdjournal.org/index.php/rsd/article/view/6648
identifier_str_mv 10.33448/rsd-v9i9.6648
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://rsdjournal.org/index.php/rsd/article/view/6648/6169
dc.rights.driver.fl_str_mv http://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv http://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 Research, Society and Development
publisher.none.fl_str_mv Research, Society and Development
dc.source.none.fl_str_mv Research, Society and Development; Vol. 9 No. 9; e49996648
Research, Society and Development; Vol. 9 Núm. 9; e49996648
Research, Society and Development; v. 9 n. 9; e49996648
2525-3409
reponame:Research, Society and Development
instname:Universidade Federal de Itajubá (UNIFEI)
instacron:UNIFEI
instname_str Universidade Federal de Itajubá (UNIFEI)
instacron_str UNIFEI
institution UNIFEI
reponame_str Research, Society and Development
collection Research, Society and Development
repository.name.fl_str_mv Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)
repository.mail.fl_str_mv rsd.articles@gmail.com
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