A framework for prioritizing customer requirements in product design: incorporation of FAHP with AHP

Prioritizing customer requirements in product design requires a tool that could help design engineers make the right decisions at the early stages of the design process. In this paper, a framework incorporating the fuzzy analytic hierarchy process (FAHP) with extent analysis with the analytic hierar...

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Main Authors: Mohammad Taha, Mastura, Salit, Mohd Sapuan, Mansor, Muhd Ridzuan
Format: Article
Language:English
Published: Universiti Malaysia Pahang Publisher 2015
Online Access:http://psasir.upm.edu.my/id/eprint/51993/1/A%20framework%20for%20prioritizing%20customer%20requirements%20in%20product%20design%20incorporation%20of%20FAHP%20with%20AHP.pdf
http://psasir.upm.edu.my/id/eprint/51993/
http://jmes.ump.edu.my/index.php/archive/volume-9-december-2015.html
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spelling my.upm.eprints.519932017-05-04T08:39:17Z http://psasir.upm.edu.my/id/eprint/51993/ A framework for prioritizing customer requirements in product design: incorporation of FAHP with AHP Mohammad Taha, Mastura Salit, Mohd Sapuan Mansor, Muhd Ridzuan Prioritizing customer requirements in product design requires a tool that could help design engineers make the right decisions at the early stages of the design process. In this paper, a framework incorporating the fuzzy analytic hierarchy process (FAHP) with extent analysis with the analytic hierarchy process (AHP) has been proposed in order to overcome the problems of consistent judgement in FAHP and solve conventional AHP problems in dealing with subjective judgement, especially in prioritizing customer requirements. Based on the case study presented, by incorporating FAHP with AHP, the results are not very different from each other where the ranking of the customer requirements is similar, which implies the validity of FAHP in evaluating customer requirements. The consistency ratio obtained is as much as 8.51%, which is less than 10%. Thus, the consistency of the judgement can be evaluated, while the proposed framework is able to judge imprecise and vague information. Moreover, the incorporation of both methods is applicable and analysis of the consistency ratio from a fuzzy environment is possible. Universiti Malaysia Pahang Publisher 2015 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/51993/1/A%20framework%20for%20prioritizing%20customer%20requirements%20in%20product%20design%20incorporation%20of%20FAHP%20with%20AHP.pdf Mohammad Taha, Mastura and Salit, Mohd Sapuan and Mansor, Muhd Ridzuan (2015) A framework for prioritizing customer requirements in product design: incorporation of FAHP with AHP. Journal of Mechanical Engineering and Sciences, 9. pp. 1655-1670. ISSN 2289-4659; ESSN: 2231-8380 http://jmes.ump.edu.my/index.php/archive/volume-9-december-2015.html
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description Prioritizing customer requirements in product design requires a tool that could help design engineers make the right decisions at the early stages of the design process. In this paper, a framework incorporating the fuzzy analytic hierarchy process (FAHP) with extent analysis with the analytic hierarchy process (AHP) has been proposed in order to overcome the problems of consistent judgement in FAHP and solve conventional AHP problems in dealing with subjective judgement, especially in prioritizing customer requirements. Based on the case study presented, by incorporating FAHP with AHP, the results are not very different from each other where the ranking of the customer requirements is similar, which implies the validity of FAHP in evaluating customer requirements. The consistency ratio obtained is as much as 8.51%, which is less than 10%. Thus, the consistency of the judgement can be evaluated, while the proposed framework is able to judge imprecise and vague information. Moreover, the incorporation of both methods is applicable and analysis of the consistency ratio from a fuzzy environment is possible.
format Article
author Mohammad Taha, Mastura
Salit, Mohd Sapuan
Mansor, Muhd Ridzuan
spellingShingle Mohammad Taha, Mastura
Salit, Mohd Sapuan
Mansor, Muhd Ridzuan
A framework for prioritizing customer requirements in product design: incorporation of FAHP with AHP
author_facet Mohammad Taha, Mastura
Salit, Mohd Sapuan
Mansor, Muhd Ridzuan
author_sort Mohammad Taha, Mastura
title A framework for prioritizing customer requirements in product design: incorporation of FAHP with AHP
title_short A framework for prioritizing customer requirements in product design: incorporation of FAHP with AHP
title_full A framework for prioritizing customer requirements in product design: incorporation of FAHP with AHP
title_fullStr A framework for prioritizing customer requirements in product design: incorporation of FAHP with AHP
title_full_unstemmed A framework for prioritizing customer requirements in product design: incorporation of FAHP with AHP
title_sort framework for prioritizing customer requirements in product design: incorporation of fahp with ahp
publisher Universiti Malaysia Pahang Publisher
publishDate 2015
url http://psasir.upm.edu.my/id/eprint/51993/1/A%20framework%20for%20prioritizing%20customer%20requirements%20in%20product%20design%20incorporation%20of%20FAHP%20with%20AHP.pdf
http://psasir.upm.edu.my/id/eprint/51993/
http://jmes.ump.edu.my/index.php/archive/volume-9-december-2015.html
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score 13.18916