Simulation of the production process of a mineral water industry by system dynamics method

Detalhes bibliográficos
Autor(a) principal: Silva, Giselle de Lima Paixão e
Data de Publicação: 2020
Outros Autores: Geraldine, Robson Maia, Santana, Reginaldo Figueiredo, Bento, Juliana Aparecida Correia, Souza Neto, Menandes Alves de, Caliari, Márcio
Tipo de documento: Artigo
Idioma: por
Título da fonte: Research, Society and Development
Texto Completo: https://rsdjournal.org/index.php/rsd/article/view/4729
Resumo: This research was conducted with the objective of implementing a computer model to simulate the steps that comprise the operational flowchart of a mineral water industry, using the software Stella 8.0. The model defined as dynamic, stochastic and discrete consisted of eleven interconnected blocks. It was built following the steps of characterizing the real system, creating the conceptual model, structuring and verification of computational model, data collection, and model validation. From data collected in the real system we obtained fits of the distributions used in assembling and verifying the model. Validation of the program was conducted by comparing the data of the real system with simulated data. The values collected in the real system were within the upper and lower limits on the graph obtained by regression analysis, with a confidence level of 95%, ensuring that the computer model adequately represents the real system. However, the computational model developed is appliable to simulate the dynamics of processing lines of Mineral Water, being a tool of production control, which allows the visualization of the behavior of the real system, facilitates the identification of errors, improve production flow, and reduces manufacturing costs by controlling the total processing time. 
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spelling Simulation of the production process of a mineral water industry by system dynamics methodSimulación del proceso de producción de una industria de agua mineral mediante el método de dinámica del sistemaSimulação do processo de produção de uma indústria de água mineral pelo método system dynamicsAgua mineralSimulaciónModelo computacionalSistemaIndústria.Água Mineralsimulaçãomodelo computacionalsistemaindústria.Mineral waterSimulationComputational modelSystemIndustry.This research was conducted with the objective of implementing a computer model to simulate the steps that comprise the operational flowchart of a mineral water industry, using the software Stella 8.0. The model defined as dynamic, stochastic and discrete consisted of eleven interconnected blocks. It was built following the steps of characterizing the real system, creating the conceptual model, structuring and verification of computational model, data collection, and model validation. From data collected in the real system we obtained fits of the distributions used in assembling and verifying the model. Validation of the program was conducted by comparing the data of the real system with simulated data. The values collected in the real system were within the upper and lower limits on the graph obtained by regression analysis, with a confidence level of 95%, ensuring that the computer model adequately represents the real system. However, the computational model developed is appliable to simulate the dynamics of processing lines of Mineral Water, being a tool of production control, which allows the visualization of the behavior of the real system, facilitates the identification of errors, improve production flow, and reduces manufacturing costs by controlling the total processing time. Este trabajo se llevó a cabo con el objetivo de implementar un modelo computacional para simular los pasos de producción de una industria de agua mineral, utilizando el software Stella 8.0. El modelo definido como dinámico, estocástico y discreto constaba de once bloques interconectados, y se construyó siguiendo los pasos de caracterización del sistema real; creación del modelo conceptual; estructuración y verificación del modelo computacional; obtención de datos; y validación del modelo. A partir de los datos recopilados en el sistema real, se realizaron ajustes a las distribuciones utilizadas en el ensamblaje y verificación del modelo. La validación del programa se realizó comparando los datos del sistema real con los datos simulados. Los valores recopilados en el sistema real estaban dentro de los límites superior e inferior en el gráfico obtenido por el análisis de regresión, con un nivel de confianza del 95%, asegurando que el modelo computacional representaba adecuadamente el sistema real. Sin embargo, el modelo computacional desarrollado fue aplicable para simular la dinámica operativa de las líneas de procesamiento de Agua Mineral, ya que es una herramienta de control de producción, que permite visualizar el comportamiento del sistema real, facilita la identificación de errores, mejora el flujo productivo y reduce los costos industriales al controlar el tiempo total de procesamientoEste trabalho foi conduzido com o objetivo de implementar um modelo computacional para simular as etapas de produção de uma indústria de água mineral, através do software Stella 8.0. O modelo definido como dinâmico, estocástico e discreto constituiu-se de onze blocos interligados, e foi construído seguindo as etapas de caracterização do sistema real; criação do modelo conceitual; estruturação e verificação do modelo computacional; obtenção de dados; e validação do modelo. Partindo dos dados coletados no sistema real obteve-se os ajustes das distribuições utilizadas na montagem e verificação do modelo. A validação do programa foi efetuada através da comparação dos dados do sistema real com os dados simulados. Os valores coletados no sistema real apresentaram-se dentro dos limites superior e inferior no gráfico obtido pela análise de regressão, com nível de confiança de 95%, garantindo que o modelo computacional representasse de forma adequada o sistema real. Contudo, o modelo computacional desenvolvido foi aplicável para simular a dinâmica operacional de linhas processadoras de Água Mineral, por ser uma ferramenta de controle da produção, que permite a visualização do comportamento do sistema real, facilita a identificação de erros, melhora o fluxo produtivo e reduz custos industriais por controlar o tempo total de processamento.Research, Society and Development2020-06-16info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/472910.33448/rsd-v9i7.4729Research, Society and Development; Vol. 9 No. 7; e950974729Research, Society and Development; Vol. 9 Núm. 7; e950974729Research, Society and Development; v. 9 n. 7; e9509747292525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIporhttps://rsdjournal.org/index.php/rsd/article/view/4729/4446Copyright (c) 2020 Giselle de Lima Paixão e Silva, Robson Maia Geraldine, Reginaldo Figueiredo Santana, Juliana Aparecida Correia Bento, Menandes Alves de Souza Neto, Márcio Caliariinfo:eu-repo/semantics/openAccessSilva, Giselle de Lima Paixão eGeraldine, Robson MaiaSantana, Reginaldo FigueiredoBento, Juliana Aparecida CorreiaSouza Neto, Menandes Alves deCaliari, Márcio2020-08-20T18:05:03Zoai:ojs.pkp.sfu.ca:article/4729Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:28:28.965420Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false
dc.title.none.fl_str_mv Simulation of the production process of a mineral water industry by system dynamics method
Simulación del proceso de producción de una industria de agua mineral mediante el método de dinámica del sistema
Simulação do processo de produção de uma indústria de água mineral pelo método system dynamics
title Simulation of the production process of a mineral water industry by system dynamics method
spellingShingle Simulation of the production process of a mineral water industry by system dynamics method
Silva, Giselle de Lima Paixão e
Agua mineral
Simulación
Modelo computacional
Sistema
Indústria.
Água Mineral
simulação
modelo computacional
sistema
indústria.
Mineral water
Simulation
Computational model
System
Industry.
title_short Simulation of the production process of a mineral water industry by system dynamics method
title_full Simulation of the production process of a mineral water industry by system dynamics method
title_fullStr Simulation of the production process of a mineral water industry by system dynamics method
title_full_unstemmed Simulation of the production process of a mineral water industry by system dynamics method
title_sort Simulation of the production process of a mineral water industry by system dynamics method
author Silva, Giselle de Lima Paixão e
author_facet Silva, Giselle de Lima Paixão e
Geraldine, Robson Maia
Santana, Reginaldo Figueiredo
Bento, Juliana Aparecida Correia
Souza Neto, Menandes Alves de
Caliari, Márcio
author_role author
author2 Geraldine, Robson Maia
Santana, Reginaldo Figueiredo
Bento, Juliana Aparecida Correia
Souza Neto, Menandes Alves de
Caliari, Márcio
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Silva, Giselle de Lima Paixão e
Geraldine, Robson Maia
Santana, Reginaldo Figueiredo
Bento, Juliana Aparecida Correia
Souza Neto, Menandes Alves de
Caliari, Márcio
dc.subject.por.fl_str_mv Agua mineral
Simulación
Modelo computacional
Sistema
Indústria.
Água Mineral
simulação
modelo computacional
sistema
indústria.
Mineral water
Simulation
Computational model
System
Industry.
topic Agua mineral
Simulación
Modelo computacional
Sistema
Indústria.
Água Mineral
simulação
modelo computacional
sistema
indústria.
Mineral water
Simulation
Computational model
System
Industry.
description This research was conducted with the objective of implementing a computer model to simulate the steps that comprise the operational flowchart of a mineral water industry, using the software Stella 8.0. The model defined as dynamic, stochastic and discrete consisted of eleven interconnected blocks. It was built following the steps of characterizing the real system, creating the conceptual model, structuring and verification of computational model, data collection, and model validation. From data collected in the real system we obtained fits of the distributions used in assembling and verifying the model. Validation of the program was conducted by comparing the data of the real system with simulated data. The values collected in the real system were within the upper and lower limits on the graph obtained by regression analysis, with a confidence level of 95%, ensuring that the computer model adequately represents the real system. However, the computational model developed is appliable to simulate the dynamics of processing lines of Mineral Water, being a tool of production control, which allows the visualization of the behavior of the real system, facilitates the identification of errors, improve production flow, and reduces manufacturing costs by controlling the total processing time. 
publishDate 2020
dc.date.none.fl_str_mv 2020-06-16
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/4729
10.33448/rsd-v9i7.4729
url https://rsdjournal.org/index.php/rsd/article/view/4729
identifier_str_mv 10.33448/rsd-v9i7.4729
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://rsdjournal.org/index.php/rsd/article/view/4729/4446
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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. 7; e950974729
Research, Society and Development; Vol. 9 Núm. 7; e950974729
Research, Society and Development; v. 9 n. 7; e950974729
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
_version_ 1797052778589192192

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