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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2012
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| Online Access: | http://umpir.ump.edu.my/id/eprint/6826/1/A%20hybrid%20fuzzy%20AHP.pdf http://umpir.ump.edu.my/id/eprint/6826/ https://doi.org/10.1007/s10845-011-0560-2 |
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| author | Zahari, Taha Sarkawt, Rostam |
| author_facet | Zahari, Taha Sarkawt, Rostam |
| author_sort | Zahari, Taha |
| building | UMPSA Library |
| collection | Institutional Repository |
| content_provider | Universiti Malaysia Pahang Al-Sultan Abdullah |
| content_source | UMPSA Institutional Repository |
| continent | Asia |
| country | Malaysia |
| 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 |
| id | my.ump.umpir.6826 |
| institution | Universiti Malaysia Pahang |
| language | en |
| publishDate | 2012 |
| publisher | Springer |
| record_format | eprints |
| spelling | my.ump.umpir.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. (Published) https://doi.org/10.1007/s10845-011-0560-2 DOI 10.1007/s10845-011-0560-2 |
| spellingShingle | TS Manufactures Zahari, Taha Sarkawt, Rostam A hybrid fuzzy AHP-PROMETHEE decision support system for machine tool selection in flexible manufacturing cell |
| title | 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_short | 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 |
| topic | TS Manufactures |
| url | http://umpir.ump.edu.my/id/eprint/6826/1/A%20hybrid%20fuzzy%20AHP.pdf http://umpir.ump.edu.my/id/eprint/6826/ https://doi.org/10.1007/s10845-011-0560-2 |
| url_provider | http://umpir.ump.edu.my/ |