Parameters estimation of the drying process of industrial ceramic bricks via concentrated analysis model

Detalhes bibliográficos
Autor(a) principal: Silva, Stephane Katherine Barbosa Moura da
Data de Publicação: 2021
Outros Autores: Araújo, Carlos José de, Lima, Antonio Gilson Barbosa de
Tipo de documento: Artigo
Idioma: por
Título da fonte: Research, Society and Development
Texto Completo: https://rsdjournal.org/index.php/rsd/article/view/16913
Resumo: The manufacture of ceramic materials, as an industrial activity, was due to the growth of large civil constructions. The manufacture of these materials comprises the stages of extraction, processing, homogenization, conformation, drying and firing. Drying is a thermodynamic process that precedes firing, in which, due to the supply of thermal energy, the water that was added to the solid during its formation evaporated. It’s a process that involves complex phenomena of heat and mass transfer and, therefore, requires the generation of mathematical models that describe the process with great physical realism. The existence of mathematical models occurs, above all, with the aim of describing certain phenomena, seeking to understand and solve irregularities that exist during the process. Parameter estimation is a technique that makes it possible to obtain process control variables and accurately describe the drying phenomenon. In this context, the present study aimed, through mathematical modeling and numerical simulation, to analyze the thermal and gravimetric behavior of industrial ceramic bricks during the drying process and to estimate the process parameters. For this, mathematical models based on the concentrated analysis method were proposed and adjusted to experimental data obtained in the literature, via Statistica® software. Results regarding the behavior of ceramic bricks during the drying process were exposed and analyzed. It was possible to conclude that the proposed mathematical model adequately adjusted to the collected experimental data, with a coefficient of determination greater than 0.9 and that, through parameter estimation, it was possible to define the process control variables and obtain the convective transfer coefficients of heat and mass.
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spelling Parameters estimation of the drying process of industrial ceramic bricks via concentrated analysis modelEstimación de los parámetros del proceso de secado de ladrillos cerámicos industriales mediantes modelo de análisis concentradoEstimação de parâmetros do processo de secagem de tijolos cerâmicos industriais via modelo de análise concentradaCalorEstimación de parámetrosLadrillos cerámicosMasaModelado matemático.CalorEstimação de parâmetrosMassaModelagem matemáticaTijolos cerâmicos.Ceramic bricksHeatMassMathematical modelingParameter estimation.The manufacture of ceramic materials, as an industrial activity, was due to the growth of large civil constructions. The manufacture of these materials comprises the stages of extraction, processing, homogenization, conformation, drying and firing. Drying is a thermodynamic process that precedes firing, in which, due to the supply of thermal energy, the water that was added to the solid during its formation evaporated. It’s a process that involves complex phenomena of heat and mass transfer and, therefore, requires the generation of mathematical models that describe the process with great physical realism. The existence of mathematical models occurs, above all, with the aim of describing certain phenomena, seeking to understand and solve irregularities that exist during the process. Parameter estimation is a technique that makes it possible to obtain process control variables and accurately describe the drying phenomenon. In this context, the present study aimed, through mathematical modeling and numerical simulation, to analyze the thermal and gravimetric behavior of industrial ceramic bricks during the drying process and to estimate the process parameters. For this, mathematical models based on the concentrated analysis method were proposed and adjusted to experimental data obtained in the literature, via Statistica® software. Results regarding the behavior of ceramic bricks during the drying process were exposed and analyzed. It was possible to conclude that the proposed mathematical model adequately adjusted to the collected experimental data, with a coefficient of determination greater than 0.9 and that, through parameter estimation, it was possible to define the process control variables and obtain the convective transfer coefficients of heat and mass.La fabricación de materiales cerámicos, como actividad industrial, se debió al crecimiento de las grandes construcciones civiles. La fabricación de estos materiales comprende las etapas de extracción, procesamiento, homogeneización, conformación, secado y quemado. El secado es un proceso termodinámico que precede a la combustión, en el cual, debido al aporte de energía térmica, el agua que se agregó al sólido durante su formación se evapora. Es un proceso que involucra fenómenos complejos de transferencia de calor y masa y, por tanto, requiere la generación de modelos matemáticos que describan el proceso con gran realismo físico. La existencia de modelos matemáticos se da, sobre todo, con el objetivo de describir determinados fenómenos, buscando compreender y solucionar las irregularidades que existen durante el proceso. La estimación de parámetros es una técnica que permite obtener variables de control del proceso y describir com precisión el fenómeno de secado. En este contexto, el presente estudio tuvo como objetivo, a través de la modelización matemática y la simulación numérica, analizar el comportamiento térmico y gravimétrico de los ladrillos cerámicos industriales durante el proceso de secado y estimar los parámetros del processo. Para ello, se propusieron modelos matemáticos basados en el método de análisis concentrado y se ajustaron a los datos experimentales obtenidos em la literatura, a través del software Statistica®. Se expusieron y analizaron resultados sobre el comportamiento de los ladrillos cerámicos durante el proceso de secado. Se pudo concluir que el modelo matemático propuesto se ajustó adecuadamente a los datos experimentales recolectados, con un coeficiente de determinación mayor a 0.9 y que, a través de la estimación de parámetros, fue posible definir las variables de control del proceso y obtener los coeficientes de transferencia convectiva de calor y masa.A fabricação dos materiais cerâmicos, como atividade industrial, se deu em função do crescimento das grandes construções civis. A manufatura desses materiais compreende as etapas de extração, beneficiamento, homogeneização, conformação, secagem e queima. A secagem é um processo termodinâmico que antecede a queima, na qual, em função do fornecimento de energia térmica, ocorre a evaporação da água que foi adicionada ao sólido durante a sua conformação. É um processo que envolve fenômenos complexos de transferência de calor e massa e, por isso requer a geração de modelos matemáticos que descrevam o processo com grande realismo físico. A existência dos modelos matemáticos se dá, sobretudo, com o intuito de descrever determinados fenômenos, buscando entender e solucionar irregularidades existentes durante o processo. A estimação de parâmetros é uma técnica que possibilita a obtenção das variáveis de controle de processo e a descrição do fenômeno de secagem com precisão. Neste contexto, o presente estudo teve como objetivo, através da modelagem matemática e simulação numérica, analisar o comportamento térmico e gravimétrico de tijolos cerâmicos industriais durante o processo de secagem e estimar os parâmetros de processo. Para isso, modelos matemáticos baseados no método de análise concentrada foram propostos e ajustados aos dados experimentais obtidos na literatura, via software Statistica®. Resultados referentes ao comportamento dos tijolos cerâmicos durante o processo de secagem, foram expostos e analisados. Foi possível concluir que o modelo matemático proposto ajustou-se adequadamente aos dados experimentais coletados, com coeficiente de determinação superior à 0.9 e que, através da estimação de parâmetros, foi possível definir as variáveis de controle do processo, e obter os coeficientes convectivos de transferência de calor e massa.Research, Society and Development2021-07-02info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/1691310.33448/rsd-v10i7.16913Research, Society and Development; Vol. 10 No. 7; e57210716913Research, Society and Development; Vol. 10 Núm. 7; e57210716913Research, Society and Development; v. 10 n. 7; e572107169132525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIporhttps://rsdjournal.org/index.php/rsd/article/view/16913/15133Copyright (c) 2021 Stephane Katherine Barbosa Moura da Silva; Carlos José de Araújo; Antonio Gilson Barbosa de Limahttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccess Silva, Stephane Katherine Barbosa Moura daAraújo, Carlos José deLima, Antonio Gilson Barbosa de2021-07-18T21:07:03Zoai:ojs.pkp.sfu.ca:article/16913Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:37:20.472690Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false
dc.title.none.fl_str_mv Parameters estimation of the drying process of industrial ceramic bricks via concentrated analysis model
Estimación de los parámetros del proceso de secado de ladrillos cerámicos industriales mediantes modelo de análisis concentrado
Estimação de parâmetros do processo de secagem de tijolos cerâmicos industriais via modelo de análise concentrada
title Parameters estimation of the drying process of industrial ceramic bricks via concentrated analysis model
spellingShingle Parameters estimation of the drying process of industrial ceramic bricks via concentrated analysis model
Silva, Stephane Katherine Barbosa Moura da
Calor
Estimación de parámetros
Ladrillos cerámicos
Masa
Modelado matemático.
Calor
Estimação de parâmetros
Massa
Modelagem matemática
Tijolos cerâmicos.
Ceramic bricks
Heat
Mass
Mathematical modeling
Parameter estimation.
title_short Parameters estimation of the drying process of industrial ceramic bricks via concentrated analysis model
title_full Parameters estimation of the drying process of industrial ceramic bricks via concentrated analysis model
title_fullStr Parameters estimation of the drying process of industrial ceramic bricks via concentrated analysis model
title_full_unstemmed Parameters estimation of the drying process of industrial ceramic bricks via concentrated analysis model
title_sort Parameters estimation of the drying process of industrial ceramic bricks via concentrated analysis model
author Silva, Stephane Katherine Barbosa Moura da
author_facet Silva, Stephane Katherine Barbosa Moura da
Araújo, Carlos José de
Lima, Antonio Gilson Barbosa de
author_role author
author2 Araújo, Carlos José de
Lima, Antonio Gilson Barbosa de
author2_role author
author
dc.contributor.author.fl_str_mv Silva, Stephane Katherine Barbosa Moura da
Araújo, Carlos José de
Lima, Antonio Gilson Barbosa de
dc.subject.por.fl_str_mv Calor
Estimación de parámetros
Ladrillos cerámicos
Masa
Modelado matemático.
Calor
Estimação de parâmetros
Massa
Modelagem matemática
Tijolos cerâmicos.
Ceramic bricks
Heat
Mass
Mathematical modeling
Parameter estimation.
topic Calor
Estimación de parámetros
Ladrillos cerámicos
Masa
Modelado matemático.
Calor
Estimação de parâmetros
Massa
Modelagem matemática
Tijolos cerâmicos.
Ceramic bricks
Heat
Mass
Mathematical modeling
Parameter estimation.
description The manufacture of ceramic materials, as an industrial activity, was due to the growth of large civil constructions. The manufacture of these materials comprises the stages of extraction, processing, homogenization, conformation, drying and firing. Drying is a thermodynamic process that precedes firing, in which, due to the supply of thermal energy, the water that was added to the solid during its formation evaporated. It’s a process that involves complex phenomena of heat and mass transfer and, therefore, requires the generation of mathematical models that describe the process with great physical realism. The existence of mathematical models occurs, above all, with the aim of describing certain phenomena, seeking to understand and solve irregularities that exist during the process. Parameter estimation is a technique that makes it possible to obtain process control variables and accurately describe the drying phenomenon. In this context, the present study aimed, through mathematical modeling and numerical simulation, to analyze the thermal and gravimetric behavior of industrial ceramic bricks during the drying process and to estimate the process parameters. For this, mathematical models based on the concentrated analysis method were proposed and adjusted to experimental data obtained in the literature, via Statistica® software. Results regarding the behavior of ceramic bricks during the drying process were exposed and analyzed. It was possible to conclude that the proposed mathematical model adequately adjusted to the collected experimental data, with a coefficient of determination greater than 0.9 and that, through parameter estimation, it was possible to define the process control variables and obtain the convective transfer coefficients of heat and mass.
publishDate 2021
dc.date.none.fl_str_mv 2021-07-02
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/16913
10.33448/rsd-v10i7.16913
url https://rsdjournal.org/index.php/rsd/article/view/16913
identifier_str_mv 10.33448/rsd-v10i7.16913
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://rsdjournal.org/index.php/rsd/article/view/16913/15133
dc.rights.driver.fl_str_mv https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv 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 Research, Society and Development
publisher.none.fl_str_mv Research, Society and Development
dc.source.none.fl_str_mv Research, Society and Development; Vol. 10 No. 7; e57210716913
Research, Society and Development; Vol. 10 Núm. 7; e57210716913
Research, Society and Development; v. 10 n. 7; e57210716913
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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