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Identification and fixing bottlenecks of a food manufacturing system using a simulation approach
In manufacturing systems, simulation modeling plays an important role in creating some changes instead of working on real systems. Manipulation in a real system is more costly than manipulation in a simulated model. In this research, we tried to use a simulation approach to recognize and minimize bo...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10361995/ https://www.ncbi.nlm.nih.gov/pubmed/37479800 http://dx.doi.org/10.1038/s41598-023-39025-5 |
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author | Javadi, Seyed Mahdi Sadjadi, Seyed Jafar Makui, Ahmad |
author_facet | Javadi, Seyed Mahdi Sadjadi, Seyed Jafar Makui, Ahmad |
author_sort | Javadi, Seyed Mahdi |
collection | PubMed |
description | In manufacturing systems, simulation modeling plays an important role in creating some changes instead of working on real systems. Manipulation in a real system is more costly than manipulation in a simulated model. In this research, we tried to use a simulation approach to recognize and minimize bottlenecks of a production line, which will decrease costs and improve productivity. To achieve our objectives, we chose a case and analyzed its production line. By using our case study strategy, we tried to collect our data and adapt a conceptual model of production processes drawing on an operation process chart (OPC). After that, we created a simulation model of the production processes by using the popular Arena simulation software 13.5. By running the Arena model, some bottlenecks were found. Ultimately, we proposed some solutions to obviate bottlenecks and reduce the total costs of production. |
format | Online Article Text |
id | pubmed-10361995 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-103619952023-07-23 Identification and fixing bottlenecks of a food manufacturing system using a simulation approach Javadi, Seyed Mahdi Sadjadi, Seyed Jafar Makui, Ahmad Sci Rep Article In manufacturing systems, simulation modeling plays an important role in creating some changes instead of working on real systems. Manipulation in a real system is more costly than manipulation in a simulated model. In this research, we tried to use a simulation approach to recognize and minimize bottlenecks of a production line, which will decrease costs and improve productivity. To achieve our objectives, we chose a case and analyzed its production line. By using our case study strategy, we tried to collect our data and adapt a conceptual model of production processes drawing on an operation process chart (OPC). After that, we created a simulation model of the production processes by using the popular Arena simulation software 13.5. By running the Arena model, some bottlenecks were found. Ultimately, we proposed some solutions to obviate bottlenecks and reduce the total costs of production. Nature Publishing Group UK 2023-07-21 /pmc/articles/PMC10361995/ /pubmed/37479800 http://dx.doi.org/10.1038/s41598-023-39025-5 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Javadi, Seyed Mahdi Sadjadi, Seyed Jafar Makui, Ahmad Identification and fixing bottlenecks of a food manufacturing system using a simulation approach |
title | Identification and fixing bottlenecks of a food manufacturing system using a simulation approach |
title_full | Identification and fixing bottlenecks of a food manufacturing system using a simulation approach |
title_fullStr | Identification and fixing bottlenecks of a food manufacturing system using a simulation approach |
title_full_unstemmed | Identification and fixing bottlenecks of a food manufacturing system using a simulation approach |
title_short | Identification and fixing bottlenecks of a food manufacturing system using a simulation approach |
title_sort | identification and fixing bottlenecks of a food manufacturing system using a simulation approach |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10361995/ https://www.ncbi.nlm.nih.gov/pubmed/37479800 http://dx.doi.org/10.1038/s41598-023-39025-5 |
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