Simulation of Cargo Unloading Problem: A Case study on estimating the optimal number of trucks and cranes
For studying operational and organizational systems, modeling and simulation tools are becoming increasingly relevant. It is possible to build a lot of systems and study their behavior, which saves a lot of effort, time, and cost, where it cannot or difficult to study its behavior in the real world....
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Format: | Article |
Language: | English |
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Sakarya University
2022-12-01
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Series: | Sakarya University Journal of Computer and Information Sciences |
Subjects: | |
Online Access: | https://dergipark.org.tr/tr/download/article-file/2644352 |
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author | Ahmet Zengin Waseem Hamdoon |
author_facet | Ahmet Zengin Waseem Hamdoon |
author_sort | Ahmet Zengin |
collection | DOAJ |
description | For studying operational and organizational systems, modeling and simulation tools are becoming increasingly relevant. It is possible to build a lot of systems and study their behavior, which saves a lot of effort, time, and cost, where it cannot or difficult to study its behavior in the real world. There are many frameworks to implement modeling and simulation using a computer. in this paper DEVS-Suite for discrete events is used to implement a simulation of cargo unloading problem which represents a study on estimating the optimal number of trucks and cranes required in process of unloading goods and according to some determinants. The duration of the simulation is one month which is equivalent to 43,200 minutes. Based on the performance measures that were adopted in this study, the optimal number of trucks and cranes is 5 out of three assumptions of 3, 5, and 10, where the work will be in a permanent state of work and high productivity. |
first_indexed | 2024-03-08T13:06:16Z |
format | Article |
id | doaj.art-8b88126908954c01abd92ace3a2ed485 |
institution | Directory Open Access Journal |
issn | 2636-8129 |
language | English |
last_indexed | 2024-03-08T13:06:16Z |
publishDate | 2022-12-01 |
publisher | Sakarya University |
record_format | Article |
series | Sakarya University Journal of Computer and Information Sciences |
spelling | doaj.art-8b88126908954c01abd92ace3a2ed4852024-01-18T16:44:35ZengSakarya UniversitySakarya University Journal of Computer and Information Sciences2636-81292022-12-015340441410.35377/saucis...117379128Simulation of Cargo Unloading Problem: A Case study on estimating the optimal number of trucks and cranesAhmet Zengin0Waseem Hamdoon1SAKARYA UNIVERSITYINSTITUTE OF SCIENCESFor studying operational and organizational systems, modeling and simulation tools are becoming increasingly relevant. It is possible to build a lot of systems and study their behavior, which saves a lot of effort, time, and cost, where it cannot or difficult to study its behavior in the real world. There are many frameworks to implement modeling and simulation using a computer. in this paper DEVS-Suite for discrete events is used to implement a simulation of cargo unloading problem which represents a study on estimating the optimal number of trucks and cranes required in process of unloading goods and according to some determinants. The duration of the simulation is one month which is equivalent to 43,200 minutes. Based on the performance measures that were adopted in this study, the optimal number of trucks and cranes is 5 out of three assumptions of 3, 5, and 10, where the work will be in a permanent state of work and high productivity.https://dergipark.org.tr/tr/download/article-file/2644352modeling and simulationmodelsystemdevs-suitecargo problem |
spellingShingle | Ahmet Zengin Waseem Hamdoon Simulation of Cargo Unloading Problem: A Case study on estimating the optimal number of trucks and cranes Sakarya University Journal of Computer and Information Sciences modeling and simulation model system devs-suite cargo problem |
title | Simulation of Cargo Unloading Problem: A Case study on estimating the optimal number of trucks and cranes |
title_full | Simulation of Cargo Unloading Problem: A Case study on estimating the optimal number of trucks and cranes |
title_fullStr | Simulation of Cargo Unloading Problem: A Case study on estimating the optimal number of trucks and cranes |
title_full_unstemmed | Simulation of Cargo Unloading Problem: A Case study on estimating the optimal number of trucks and cranes |
title_short | Simulation of Cargo Unloading Problem: A Case study on estimating the optimal number of trucks and cranes |
title_sort | simulation of cargo unloading problem a case study on estimating the optimal number of trucks and cranes |
topic | modeling and simulation model system devs-suite cargo problem |
url | https://dergipark.org.tr/tr/download/article-file/2644352 |
work_keys_str_mv | AT ahmetzengin simulationofcargounloadingproblemacasestudyonestimatingtheoptimalnumberoftrucksandcranes AT waseemhamdoon simulationofcargounloadingproblemacasestudyonestimatingtheoptimalnumberoftrucksandcranes |