A MODEL IN SYSTEM DYNAMICS FOR CONTROL OF GRAIN AERATION SYSTEMS IN SILOS
Autor(a) principal: | |
---|---|
Data de Publicação: | 2022 |
Outros Autores: | , , |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Scientia Generalis |
Texto Completo: | https://scientiageneralis.com.br/index.php/SG/article/view/416 |
Resumo: | Grain quality is decisive in determining its added value, requiring adequate measures in post-harvest processes. The aeration technique has become the main process for managing bulk storage systems, aiming to preserve product quality through control that modifies the intergranular microclimate of stored products. This control makes it possible to reduce or eliminate the proliferation of microorganisms and pests that are harmful to the quality of the stored product. Aeration makes this process possible by maintaining the temperature and relative humidity of the intergranular air and, consequently, the moisture content of the grains at safe levels for storage. In this work, a control system for aeration of stored grains was developed, providing automatic starts and stops, which took into account the system dynamics technique, considering an aeration model and predictive microbiology. The control strategy used for aeration management prioritized the cooling of the grain mass, tested in four scenarios based on different parameters to turn the fan on or off. The first three scenarios proved to be undesirable, as there was an increase in the temperature of the product and its moisture content in the first layers, in addition to conditions that favored biological growth. In the last scenario, it was established, as a parameter, that the temperature of the external air was, at most, 3 below the average intergranular temperature, and the results showed a decrease in the temperature of the intergranular environment, absence of product wetting and, therefore, a continuing decline in conditions unsuitable for biological reproduction. |
id |
INDEP-1_93389943d15ade2021ee397132fde6f9 |
---|---|
oai_identifier_str |
oai:ojs2.scientiageneralis.com.br:article/416 |
network_acronym_str |
INDEP-1 |
network_name_str |
Scientia Generalis |
repository_id_str |
|
spelling |
A MODEL IN SYSTEM DYNAMICS FOR CONTROL OF GRAIN AERATION SYSTEMS IN SILOSUN MODELO EN DINÁMICA DE SISTEMAS PARA EL CONTROL DE SISTEMAS DE AIREACIÓN DE GRANOS EN SILOSUM MODELO EM DINÂMICA DE SISTEMAS PARA CONTROLE DE SISTEMAS DE AERAÇÃO DE GRÃOS EM SILOSAgricultureGrain storageAeration (Technique)Control strategyPredictive microbiologyAgriculturaAlmacenamiento de granosAireación (Técnica)Estrategia de controlMicrobiología predictivaAgriculturaArmazenagem de grãosAeraçãoEstratégia de controleMicrobiologia preditivaGrain quality is decisive in determining its added value, requiring adequate measures in post-harvest processes. The aeration technique has become the main process for managing bulk storage systems, aiming to preserve product quality through control that modifies the intergranular microclimate of stored products. This control makes it possible to reduce or eliminate the proliferation of microorganisms and pests that are harmful to the quality of the stored product. Aeration makes this process possible by maintaining the temperature and relative humidity of the intergranular air and, consequently, the moisture content of the grains at safe levels for storage. In this work, a control system for aeration of stored grains was developed, providing automatic starts and stops, which took into account the system dynamics technique, considering an aeration model and predictive microbiology. The control strategy used for aeration management prioritized the cooling of the grain mass, tested in four scenarios based on different parameters to turn the fan on or off. The first three scenarios proved to be undesirable, as there was an increase in the temperature of the product and its moisture content in the first layers, in addition to conditions that favored biological growth. In the last scenario, it was established, as a parameter, that the temperature of the external air was, at most, 3 below the average intergranular temperature, and the results showed a decrease in the temperature of the intergranular environment, absence of product wetting and, therefore, a continuing decline in conditions unsuitable for biological reproduction.La calidad del grano es decisiva para determinar su valor agregado, requiriendo medidas adecuadas en los procesos de poscosecha. La técnica de aireación se ha convertido en el principal proceso de gestión de los sistemas de almacenamiento a granel, con el objetivo de preservar la calidad del producto a través de un control que modifica el microclima intergranular de los productos almacenados. Este control permite reducir o eliminar la proliferación de microorganismos y plagas perjudiciales para la calidad del producto almacenado. La aireación hace posible este proceso al mantener la temperatura y la humedad relativa del aire intergranular y, en consecuencia, el contenido de humedad de los granos en niveles seguros para el almacenamiento. En este trabajo se desarrolló un sistema de control para la aireación de granos almacenados, proporcionando arranques y paradas automáticas, que tuvo en cuenta la técnica de dinámica del sistema, considerando un modelo de aireación y microbiología predictiva. La estrategia de control utilizada para la gestión de la aireación priorizó el enfriamiento de la masa de grano, probada en cuatro escenarios basados en diferentes parámetros para encender o apagar el ventilador. Los tres primeros escenarios resultaron ser indeseables, ya que hubo un aumento en la temperatura del producto y su contenido de humedad en las primeras capas, además de condiciones que favorecieron el crecimiento biológico. En el último escenario, se estableció, como parámetro, que la temperatura del aire externo era, como máximo, 3 por debajo de la temperatura intergranular promedio, y los resultados mostraron una disminución de la temperatura del ambiente intergranular, ausencia de humectación del producto y, por lo tanto, una disminución continua de las condiciones inadecuadas para la reproducción biológica.A qualidade do grão é decisiva na determinação do seu valor agregado, exigindo medidas adequadas nos processos de pós-colheita. A técnica de aeração tornou-se o principal processo para o gerenciamento de sistemas de armazenamento a granel, visando preservar a qualidade do produto por meio do controle que modifica o microclima intergranular dos produtos armazenados. Esse controle permite reduzir ou eliminar a proliferação de microrganismos e pragas prejudiciais à qualidade do produto armazenado. A aeração possibilita esse processo mantendo a temperatura e a umidade relativa do ar intergranular e, consequentemente, o teor de água dos grãos em níveis seguros para o armazenamento. Neste trabalho, foi desenvolvido um sistema de controle para aeração de grãos armazenados, proporcionando partidas e paradas automáticas, que levou em consideração a técnica de dinâmica de sistemas, considerando um modelo de aeração e microbiologia preditiva. A estratégia de controle utilizada para o gerenciamento da aeração priorizou o resfriamento da massa de grãos, testado em quatro cenários baseados em diferentes parâmetros para ligar ou desligar o ventilador. Os três primeiros cenários mostraram-se indesejáveis, pois houve aumento da temperatura do produto e do seu teor de água nas primeiras camadas, além de condições que favoreceram o crescimento biológico. No último cenário, estabeleceu-se, como parâmetro, que a temperatura do ar externo fosse, no máximo, 3 abaixo da temperatura média intergranular, e os resultados mostraram diminuição da temperatura do ambiente intergranular, ausência de umedecimento do produto e, portanto, um declínio contínuo nas condições impróprias para a reprodução biológica.Scientia GeneralisScientia GeneralisScientia Generalis2022-07-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://scientiageneralis.com.br/index.php/SG/article/view/41627363/v3n1a32Scientia Generalis; v. 3 n. 1 (2022); 360-384Scientia Generalis; Vol. 3 No. 1 (2022); 360-384Scientia Generalis; Vol. 3 Núm. 1 (2022); 360-3842675-299927363/v3n1reponame:Scientia Generalisinstname:Publicação independenteinstacron:INDEPporhttps://scientiageneralis.com.br/index.php/SG/article/view/416/331Copyright (c) 2022 Thamiris Diniz Veloso de Sá, Rafael Pinheiro Amantéa, Keller Sullivan Oliveira Rocha, José Helvécio Martinshttps://creativecommons.org/licenses/by-sa/4.0info:eu-repo/semantics/openAccessDiniz Veloso de Sá, ThamirisPinheiro Amantéa, RafaelOliveira Rocha, Keller SullivanMartins, José Helvécio2023-08-01T03:32:17Zoai:ojs2.scientiageneralis.com.br:article/416Revistahttps://scientiageneralis.com.br/index.php/SGPRIhttps://scientiageneralis.com.br/index.php/SG/oaieditor@scientiageneralis.com.br2675-29992675-2999opendoar:2023-08-01T03:32:17Scientia Generalis - Publicação independentefalse |
dc.title.none.fl_str_mv |
A MODEL IN SYSTEM DYNAMICS FOR CONTROL OF GRAIN AERATION SYSTEMS IN SILOS UN MODELO EN DINÁMICA DE SISTEMAS PARA EL CONTROL DE SISTEMAS DE AIREACIÓN DE GRANOS EN SILOS UM MODELO EM DINÂMICA DE SISTEMAS PARA CONTROLE DE SISTEMAS DE AERAÇÃO DE GRÃOS EM SILOS |
title |
A MODEL IN SYSTEM DYNAMICS FOR CONTROL OF GRAIN AERATION SYSTEMS IN SILOS |
spellingShingle |
A MODEL IN SYSTEM DYNAMICS FOR CONTROL OF GRAIN AERATION SYSTEMS IN SILOS Diniz Veloso de Sá, Thamiris Agriculture Grain storage Aeration (Technique) Control strategy Predictive microbiology Agricultura Almacenamiento de granos Aireación (Técnica) Estrategia de control Microbiología predictiva Agricultura Armazenagem de grãos Aeração Estratégia de controle Microbiologia preditiva |
title_short |
A MODEL IN SYSTEM DYNAMICS FOR CONTROL OF GRAIN AERATION SYSTEMS IN SILOS |
title_full |
A MODEL IN SYSTEM DYNAMICS FOR CONTROL OF GRAIN AERATION SYSTEMS IN SILOS |
title_fullStr |
A MODEL IN SYSTEM DYNAMICS FOR CONTROL OF GRAIN AERATION SYSTEMS IN SILOS |
title_full_unstemmed |
A MODEL IN SYSTEM DYNAMICS FOR CONTROL OF GRAIN AERATION SYSTEMS IN SILOS |
title_sort |
A MODEL IN SYSTEM DYNAMICS FOR CONTROL OF GRAIN AERATION SYSTEMS IN SILOS |
author |
Diniz Veloso de Sá, Thamiris |
author_facet |
Diniz Veloso de Sá, Thamiris Pinheiro Amantéa, Rafael Oliveira Rocha, Keller Sullivan Martins, José Helvécio |
author_role |
author |
author2 |
Pinheiro Amantéa, Rafael Oliveira Rocha, Keller Sullivan Martins, José Helvécio |
author2_role |
author author author |
dc.contributor.author.fl_str_mv |
Diniz Veloso de Sá, Thamiris Pinheiro Amantéa, Rafael Oliveira Rocha, Keller Sullivan Martins, José Helvécio |
dc.subject.por.fl_str_mv |
Agriculture Grain storage Aeration (Technique) Control strategy Predictive microbiology Agricultura Almacenamiento de granos Aireación (Técnica) Estrategia de control Microbiología predictiva Agricultura Armazenagem de grãos Aeração Estratégia de controle Microbiologia preditiva |
topic |
Agriculture Grain storage Aeration (Technique) Control strategy Predictive microbiology Agricultura Almacenamiento de granos Aireación (Técnica) Estrategia de control Microbiología predictiva Agricultura Armazenagem de grãos Aeração Estratégia de controle Microbiologia preditiva |
description |
Grain quality is decisive in determining its added value, requiring adequate measures in post-harvest processes. The aeration technique has become the main process for managing bulk storage systems, aiming to preserve product quality through control that modifies the intergranular microclimate of stored products. This control makes it possible to reduce or eliminate the proliferation of microorganisms and pests that are harmful to the quality of the stored product. Aeration makes this process possible by maintaining the temperature and relative humidity of the intergranular air and, consequently, the moisture content of the grains at safe levels for storage. In this work, a control system for aeration of stored grains was developed, providing automatic starts and stops, which took into account the system dynamics technique, considering an aeration model and predictive microbiology. The control strategy used for aeration management prioritized the cooling of the grain mass, tested in four scenarios based on different parameters to turn the fan on or off. The first three scenarios proved to be undesirable, as there was an increase in the temperature of the product and its moisture content in the first layers, in addition to conditions that favored biological growth. In the last scenario, it was established, as a parameter, that the temperature of the external air was, at most, 3 below the average intergranular temperature, and the results showed a decrease in the temperature of the intergranular environment, absence of product wetting and, therefore, a continuing decline in conditions unsuitable for biological reproduction. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-07-01 |
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://scientiageneralis.com.br/index.php/SG/article/view/416 27363/v3n1a32 |
url |
https://scientiageneralis.com.br/index.php/SG/article/view/416 |
identifier_str_mv |
27363/v3n1a32 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
https://scientiageneralis.com.br/index.php/SG/article/view/416/331 |
dc.rights.driver.fl_str_mv |
https://creativecommons.org/licenses/by-sa/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
https://creativecommons.org/licenses/by-sa/4.0 |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Scientia Generalis Scientia Generalis Scientia Generalis |
publisher.none.fl_str_mv |
Scientia Generalis Scientia Generalis Scientia Generalis |
dc.source.none.fl_str_mv |
Scientia Generalis; v. 3 n. 1 (2022); 360-384 Scientia Generalis; Vol. 3 No. 1 (2022); 360-384 Scientia Generalis; Vol. 3 Núm. 1 (2022); 360-384 2675-2999 27363/v3n1 reponame:Scientia Generalis instname:Publicação independente instacron:INDEP |
instname_str |
Publicação independente |
instacron_str |
INDEP |
institution |
INDEP |
reponame_str |
Scientia Generalis |
collection |
Scientia Generalis |
repository.name.fl_str_mv |
Scientia Generalis - Publicação independente |
repository.mail.fl_str_mv |
editor@scientiageneralis.com.br |
_version_ |
1797042485846867968 |