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...
Main Authors: | , , |
---|---|
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 |
id |
doaj-24596823a46042628df87c59f6ad2900 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT abdulsalamkhan acomparisonbetweendedicatedandflexiblemanufacturingsystemsoptimizationandsensitivityanalysis AT khawernaeem acomparisonbetweendedicatedandflexiblemanufacturingsystemsoptimizationandsensitivityanalysis AT razaullahkhan acomparisonbetweendedicatedandflexiblemanufacturingsystemsoptimizationandsensitivityanalysis AT abdulsalamkhan comparisonbetweendedicatedandflexiblemanufacturingsystemsoptimizationandsensitivityanalysis AT khawernaeem comparisonbetweendedicatedandflexiblemanufacturingsystemsoptimizationandsensitivityanalysis AT razaullahkhan comparisonbetweendedicatedandflexiblemanufacturingsystemsoptimizationandsensitivityanalysis |
_version_ |
1724326977946517504 |