A hybrid fuzzy AHP-PROMETHEE decision support system for machine tool selection in flexible manufacturing cell

The selection process of a suitable machine tool among the increased number of alternatives has been an important issue for manufacturing companies for years. This is because the improper selection of a machine tool may cause many problems that will affect the overall performance. Inthis paper, a de...

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Main Authors:	Zahari, Taha, Sarkawt, Rostam
Format:	Article
Language:	English
Published:	Springer 2012
Subjects:	TS Manufactures
Online Access:	http://umpir.ump.edu.my/id/eprint/6826/ http://umpir.ump.edu.my/id/eprint/6826/ http://umpir.ump.edu.my/id/eprint/6826/ http://umpir.ump.edu.my/id/eprint/6826/1/A%20hybrid%20fuzzy%20AHP.pdf

id	ump-6826
recordtype	eprints
spelling	ump-68262018-04-04T03:52:12Z http://umpir.ump.edu.my/id/eprint/6826/ A hybrid fuzzy AHP-PROMETHEE decision support system for machine tool selection in flexible manufacturing cell Zahari, Taha Sarkawt, Rostam TS Manufactures The selection process of a suitable machine tool among the increased number of alternatives has been an important issue for manufacturing companies for years. This is because the improper selection of a machine tool may cause many problems that will affect the overall performance. Inthis paper, a decision support system (DSS) is presented to select the best alternative machine using a hybrid approach of fuzzy analytic hierarchy process (fuzzy AHP) and preference ranking organization method for enrichment evaluation (PROMETHEE). A MATLAB- based fuzzy AHP is used to determine the weights of the criteria and it is called program for PriorityWeights of the Evaluation Criteria (PWEC), and the PROMETHEE method is applied for the final ranking. The proposed model is structured to select the most suitable computer numerical controlled (CNC) turning centre machine for a flexible manufacturing cell (FMC) among the alternatives which are assigned from a database (DB) created for this purpose. A numerical example is presented to show the applicability of the model. It is concluded that the proposed model has the capability of dealing with a wide range of desired criteria and to select any type of machine tool required for building an FMC. Springer 2012 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/6826/1/A%20hybrid%20fuzzy%20AHP.pdf Zahari, Taha and Sarkawt, Rostam (2012) A hybrid fuzzy AHP-PROMETHEE decision support system for machine tool selection in flexible manufacturing cell. Journal of Intelligent Manufacturing, 23 (6). pp. 2137-2149. ISSN 1572-8145 https://doi.org/10.1007/s10845-011-0560-2 DOI 10.1007/s10845-011-0560-2
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TS Manufactures
spellingShingle	TS Manufactures Zahari, Taha Sarkawt, Rostam A hybrid fuzzy AHP-PROMETHEE decision support system for machine tool selection in flexible manufacturing cell
description	The selection process of a suitable machine tool among the increased number of alternatives has been an important issue for manufacturing companies for years. This is because the improper selection of a machine tool may cause many problems that will affect the overall performance. Inthis paper, a decision support system (DSS) is presented to select the best alternative machine using a hybrid approach of fuzzy analytic hierarchy process (fuzzy AHP) and preference ranking organization method for enrichment evaluation (PROMETHEE). A MATLAB- based fuzzy AHP is used to determine the weights of the criteria and it is called program for PriorityWeights of the Evaluation Criteria (PWEC), and the PROMETHEE method is applied for the final ranking. The proposed model is structured to select the most suitable computer numerical controlled (CNC) turning centre machine for a flexible manufacturing cell (FMC) among the alternatives which are assigned from a database (DB) created for this purpose. A numerical example is presented to show the applicability of the model. It is concluded that the proposed model has the capability of dealing with a wide range of desired criteria and to select any type of machine tool required for building an FMC.
format	Article
author	Zahari, Taha Sarkawt, Rostam
author_facet	Zahari, Taha Sarkawt, Rostam
author_sort	Zahari, Taha
title	A hybrid fuzzy AHP-PROMETHEE decision support system for machine tool selection in flexible manufacturing cell
title_short	A hybrid fuzzy AHP-PROMETHEE decision support system for machine tool selection in flexible manufacturing cell
title_full	A hybrid fuzzy AHP-PROMETHEE decision support system for machine tool selection in flexible manufacturing cell
title_fullStr	A hybrid fuzzy AHP-PROMETHEE decision support system for machine tool selection in flexible manufacturing cell
title_full_unstemmed	A hybrid fuzzy AHP-PROMETHEE decision support system for machine tool selection in flexible manufacturing cell
title_sort	hybrid fuzzy ahp-promethee decision support system for machine tool selection in flexible manufacturing cell
publisher	Springer
publishDate	2012
url	http://umpir.ump.edu.my/id/eprint/6826/ http://umpir.ump.edu.my/id/eprint/6826/ http://umpir.ump.edu.my/id/eprint/6826/ http://umpir.ump.edu.my/id/eprint/6826/1/A%20hybrid%20fuzzy%20AHP.pdf
first_indexed	2023-09-18T22:02:57Z
last_indexed	2023-09-18T22:02:57Z
_version_	1777414519867310080

A hybrid fuzzy AHP-PROMETHEE decision support system for machine tool selection in flexible manufacturing cell

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