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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Main Authors: Ahmet Zengin, Waseem Hamdoon
Format: Article
Language:English
Published: Sakarya University 2022-12-01
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.
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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
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AT waseemhamdoon simulationofcargounloadingproblemacasestudyonestimatingtheoptimalnumberoftrucksandcranes