Decision making in equipment selection: an integrated approach with AHP and PROMETHEE

Multi-attribute equipment selection is a very important issue for an effective manufacturing system, since the improper equipment selection might cause many problems affecting productivity, precision, flexibility and quality of the products negatively. On the other hand, selecting the best equipment among many alternatives is a multi-criteria decision making (MCDM) problem. In this study, an integrated approach which employs analytic hierarchy process (AHP) and preference ranking organization method for enrichment evaluations (PROMETHEE) together, is proposed for the equipment selection problem. The AHP is used to analyze the structure of the equipment selection problem and to determine weights of the criteria, and PROMETHEE method is used to obtain final ranking, and to make a sensitivity analysis by changing the weights. Proposed approach is applied to a problem of selecting milling machines to be purchased in an international company. Company management found the application and results satisfactory and implementable in their equipment selection decisions.

[1]  K. W. Ip,et al.  Optimization of process conditions for the transfer molding of electronic packages , 2003 .

[2]  Bertrand Mareschal,et al.  The PROMCALC & GAIA decision support system for multicriteria decision aid , 1994, Decis. Support Syst..

[3]  Theodor J. Stewart,et al.  Multiple criteria decision analysis - an integrated approach , 2001 .

[4]  Thomas L. Saaty,et al.  Decision making with dependence and feedback : the analytic network process : the organization and prioritization of complexity , 1996 .

[5]  Irem Ozkarahan,et al.  An integrated multicriteria decision-making methodology for outsourcing management , 2007, Comput. Oper. Res..

[6]  De-Li Yang,et al.  Using a hybrid multi-criteria decision aid method for information systems outsourcing , 2007, Comput. Oper. Res..

[7]  P. Sheng,et al.  An analytical approach for determining the environmental impact of machining processes , 1995 .

[8]  Yildiz Esra Albayrak,et al.  Using analytic hierarchy process (AHP) to improve human performance: An application of multiple criteria decision making problem , 2004, J. Intell. Manuf..

[9]  Philippe Vincke,et al.  Multicriteria Decision-Aid , 1992 .

[10]  Manoj Kumar Tiwari,et al.  Modeling the metrics of lean, agile and leagile supply chain: An ANP-based approach , 2006, Eur. J. Oper. Res..

[11]  Zülal Güngör,et al.  Using fuzzy decision making system to improve quality-based investment , 2007, J. Intell. Manuf..

[12]  Wen Lea Pearn,et al.  Analytic network process (ANP) approach for product mix planning in semiconductor fabricator , 2005 .

[13]  Mario T. Tabucanon,et al.  Decision support system for multicriteria machine selection for flexible manufacturing systems , 1994 .

[14]  R. P. Mohanty,et al.  A fuzzy ANP-based approach to R&D project selection: A case study , 2005 .

[15]  Henry C. W. Lau,et al.  Integration of expert system with analytic hierarchy process for the design of material handling equipment selection system , 2001 .

[16]  Mustafa Yurdakul,et al.  AHP as a strategic decision-making tool to justify machine tool selection , 2004 .

[17]  Akbar Esfahanipour,et al.  Decision making in stock trading: An application of PROMETHEE , 2007, Eur. J. Oper. Res..

[18]  Berna Haktanırlar Ulutaş,et al.  Determination of the appropriate energy policy for Turkey , 2005 .

[19]  Craig A. Nelson,et al.  A scoring model for flexible manufacturing systems project selection , 1986 .

[20]  S. T. Foster,et al.  Utilizing simulation to develop economic equipment selection and sampling plans for integrated circuit manufacturing , 1997 .

[21]  E. Triantaphyllou,et al.  Ranking irregularities when evaluating alternatives by using some ELECTRE methods , 2008 .

[22]  C. Kahraman,et al.  Fuzzy multi-attribute selection among transportation companies using axiomatic design and analytic h , 2005 .

[23]  Theodor J. Stewart,et al.  Multiple Criteria Decision Analysis , 2001 .

[24]  William G. Sullivan,et al.  EQUIPMENT REPLACEMENT DECISIONS AND LEAN MANUFACTURING , 2002 .

[25]  Dimitris Kiritsis,et al.  Multicriteria decision-aid approach for product end-of-life alternative selection , 2004 .

[26]  Zone-Ching Lin,et al.  Evaluation of machine selection by the AHP method , 1996 .

[27]  Jwm Will Bertrand,et al.  A monitoring scheme for maintaining the solution to OR-problems , 1983 .

[28]  C. Kahraman,et al.  Fuzzy multi-attribute equipment selection based on information axiom , 2005 .

[29]  Peter Nijkamp,et al.  Multicriteria evaluation in physical planning , 1990 .

[30]  Ali Gharbi,et al.  An algorithm for the cell formation and the machine selection problems in the design of a cellular manufacturing system , 1997 .

[31]  Andrew Y. C. Nee,et al.  Assessing the environmental impact of materials processing techniques using an analytical hierarchy process method , 2001 .

[32]  M. K. Tiwari,et al.  A decision support system for the selection of a casting process using analytic hierarchy process , 2001 .

[33]  Masood A. Badri,et al.  A combined AHP}GP model for qualitycontrol sy stems , 2001 .

[34]  M. Chen A heuristic for solving manufacturing process and equipment selection problems , 1999 .

[35]  Metin Dağdeviren,et al.  Developing a fuzzy analytic hierarchy process (AHP) model for behavior-based safety management , 2008, Inf. Sci..

[36]  I Mergias,et al.  Multi-criteria decision aid approach for the selection of the best compromise management scheme for ELVs: the case of Cyprus. , 2007, Journal of hazardous materials.

[37]  Benito E. Flores,et al.  Understanding managerial preferences in selecting equipment , 2001 .

[38]  Thomas L. Saaty,et al.  An Analytic Network Process Model for Financial-Crisis Forecasting , 2004 .

[39]  Rifat Gürcan Özdemir,et al.  A Fuzzy AHP Approach to Evaluating Machine Tool Alternatives , 2006, J. Intell. Manuf..

[40]  Da Ruan,et al.  Fuzzy group decision making for selection among computer integrated manufacturing systems , 2003, Comput. Ind..

[41]  Jean Pierre Brans,et al.  A PREFERENCE RANKING ORGANIZATION METHOD , 1985 .

[42]  R. S. Lashkari,et al.  A model of machine-tool selection and operation allocation in FMS , 1998 .

[43]  T. Saaty,et al.  The Analytic Hierarchy Process , 1985 .

[44]  William J. Kolarik,et al.  Strategic planning in manufacturing systems: AHP application to an equipment replacement decision , 1995 .

[45]  Manoj Kumar Tiwari,et al.  Global supplier selection: a fuzzy-AHP approach , 2008 .

[46]  M. Goumas,et al.  An extension of the PROMETHEE method for decision making in fuzzy environment: Ranking of alternative energy exploitation projects , 2000, Eur. J. Oper. Res..

[47]  Metin Dagdeviren,et al.  Using the analytic network process (ANP) in a SWOT analysis - A case study for a textile firm , 2007, Inf. Sci..

[48]  P. Vincke,et al.  Note-A Preference Ranking Organisation Method: The PROMETHEE Method for Multiple Criteria Decision-Making , 1985 .

[49]  Jean Pierre Brans,et al.  HOW TO SELECT AND HOW TO RANK PROJECTS: THE PROMETHEE METHOD , 1986 .

[50]  Tai-Yue Wang,et al.  Machine selection in flexible manufacturing cell: A fuzzy multiple attribute decision-making approach , 2000 .