A Comparison between Dedicated and Flexible Manufacturing Systems: Optimization and Sensitivity Analysis

An abrupt change requires a robust and flexible response from a manufacturing system. Dedicated Manufacturing System (DMS) has been a long practiced taxonomy for mass production and minimum varieties. In contrast, Flexible Manufacturing System (FMS) has been introduced for responding to quantity as...

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Main Authors: Abdul Salam Khan, Khawer Naeem, Raza Ullah Khan
Format: Article
Language:English
Published: Mehran University of Engineering and Technology 2021-01-01
Series:Mehran University Research Journal of Engineering and Technology
Online Access:https://publications.muet.edu.pk/index.php/muetrj/article/view/1992
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spelling doaj-24596823a46042628df87c59f6ad29002021-01-23T20:56:59ZengMehran University of Engineering and TechnologyMehran University Research Journal of Engineering and Technology0254-78212413-72192021-01-0140113013910.22581/muet1982.2101.121992A Comparison between Dedicated and Flexible Manufacturing Systems: Optimization and Sensitivity AnalysisAbdul Salam Khan0Khawer Naeem1Raza Ullah Khan2NUST Business School, National University of Science and Technology, Islamabad, Pakistan.Department of Industrial Engineering, University of Engineering and Technology, Peshawar, Pakistan.Department of Mechanical Engineering Technology, University of Technology, Nowshera, Pakistan.An abrupt change requires a robust and flexible response from a manufacturing system. Dedicated Manufacturing System (DMS) has been a long practiced taxonomy for mass production and minimum varieties. In contrast, Flexible Manufacturing System (FMS) has been introduced for responding to quantity as well as variety issues. This study considers both production taxonomics by using a multi objective model of cost and time. An Integer Linear Programming (ILP) formulation is presented and subsequently validated. The analysis procedure is administered in two phases. In the first phase, comparison of production cost and process time in DMS and FMS is presented. The model is implemented by using an exact solution approach and results show that FMS is a viable option, compared to DMS, according to the criteria of cost, time, and productivity. In the second phase, sensitivity analysis is performed by using several FMS (n) and the impact of cells selection on the performance of system is studied. It is concluded that n=1 (single cell-based FMS) is more relevant for cost minimization; however, n = 6 is a suitable candidate for producing more quantity in given time horizon (process time minimization). Lastly, key findings are reported, and future research avenues are provided.https://publications.muet.edu.pk/index.php/muetrj/article/view/1992
collection DOAJ
language English
format Article
sources DOAJ
author Abdul Salam Khan
Khawer Naeem
Raza Ullah Khan
spellingShingle Abdul Salam Khan
Khawer Naeem
Raza Ullah Khan
A Comparison between Dedicated and Flexible Manufacturing Systems: Optimization and Sensitivity Analysis
Mehran University Research Journal of Engineering and Technology
author_facet Abdul Salam Khan
Khawer Naeem
Raza Ullah Khan
author_sort Abdul Salam Khan
title A Comparison between Dedicated and Flexible Manufacturing Systems: Optimization and Sensitivity Analysis
title_short A Comparison between Dedicated and Flexible Manufacturing Systems: Optimization and Sensitivity Analysis
title_full A Comparison between Dedicated and Flexible Manufacturing Systems: Optimization and Sensitivity Analysis
title_fullStr A Comparison between Dedicated and Flexible Manufacturing Systems: Optimization and Sensitivity Analysis
title_full_unstemmed A Comparison between Dedicated and Flexible Manufacturing Systems: Optimization and Sensitivity Analysis
title_sort comparison between dedicated and flexible manufacturing systems: optimization and sensitivity analysis
publisher Mehran University of Engineering and Technology
series Mehran University Research Journal of Engineering and Technology
issn 0254-7821
2413-7219
publishDate 2021-01-01
description An abrupt change requires a robust and flexible response from a manufacturing system. Dedicated Manufacturing System (DMS) has been a long practiced taxonomy for mass production and minimum varieties. In contrast, Flexible Manufacturing System (FMS) has been introduced for responding to quantity as well as variety issues. This study considers both production taxonomics by using a multi objective model of cost and time. An Integer Linear Programming (ILP) formulation is presented and subsequently validated. The analysis procedure is administered in two phases. In the first phase, comparison of production cost and process time in DMS and FMS is presented. The model is implemented by using an exact solution approach and results show that FMS is a viable option, compared to DMS, according to the criteria of cost, time, and productivity. In the second phase, sensitivity analysis is performed by using several FMS (n) and the impact of cells selection on the performance of system is studied. It is concluded that n=1 (single cell-based FMS) is more relevant for cost minimization; however, n = 6 is a suitable candidate for producing more quantity in given time horizon (process time minimization). Lastly, key findings are reported, and future research avenues are provided.
url https://publications.muet.edu.pk/index.php/muetrj/article/view/1992
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