Proposing a New Approach for Supplier Selection Based on Kraljic’s Model Using FMEA and Integer Linear Programming

Document Type : Persian Research paper

Authors

1 M.Sc. in Industrial Engineering, Young Researchers Club, Najafabad Branch, Islamic Azad University, Najafabad, Isfahan

2 Associate Professor, Department of Industrial Engineering, College of Engineering, University of Tehran

3 Professor, Department of Industrial Engineering, College of Engineering, University of Tehran

4 M.Sc. in Industrial Engineering, Department of Industrial Engineering, Najafabad Branch, Islamic Azad University, Najafabad, Isfahan

Abstract

In recent years, numerous methods have been proposed to deal with supplier evaluation and selection problem, but a point which has been usually neglected by researchers is the role of purchasing items. The aim of this paper is to propose an integrated approach to select suppliers and allocate orders on the basis of the nature of the purchasing items which means that this issue plays an important role in supplier selection and order allocation. Therefore, items are first categorized according to the Kraljic’s model by the use of FMEA technique. Then, suppliers are categorized and evaluated in four phases with respect to different types of purchasing items (Strategic, Bottleneck, Leverage and Routine). Finally, an integer linear programming is utilized to allocate purchasing orders to suppliers. Furthermore, an empirical example is conducted to illustrate the stage of proposed approach. Results imply that ranking of suppliers and allocation of purchasing items based on the nature of purchasing items will create more capabilities in managing purchasing items and suppliers.

Keywords


Bello, M. (2003). A case study approach to the supplier selection process, Mayaguez: University of Puerto Rico.
Boodie, M. (1997). “World Class Purchasing in Nederland is fictie en helaas nog geen werkelijkheid. Berenschot Inkoopenquête 1997, Berenschot Inkoop management, Utrecht (Dutch text).
Caniels, M. and Gelderman, C. (2007).“Power and interdependence in buyer supplier relationships: a purchasing portfolio approach”, Industrial Marketing Management, 36(2), 219–229.
Chang, K.-H. and Cheng Ch.-H. (2010). “A risk assessment methodology using intuitionistic fuzzy set in FMEA”, International Journal of Systems Science, 41(12), 1457-1471.
Chin, K., Chan, A. and Yang, J. (2008). “Development of a fuzzy FMEA based product design system”, International Journal of Advanced Manufacturing Technology, 36(7-8), 633–649.
De Boer, L., labro, E. and Morlacchi, P. (2001). “A review of methods supporting supplier selection”, European journal of purchasing & supply management, 7(2), 75–84.
Faez, F., Ghodsypour, S. and O’Brien, C. (2009). “Vendor selection and order allocation using an integrated fuzzy case-based reasoning and mathematical programming model”, International Journal of Production Economics, 121(2), 395–408.
FMEA Info Centre (2005) available at: www.fmeainfocentre.com.
Gelderman, C. and vanWeele, A. (2002). “Strategic direction through purchasing portfolio management: a case study”, Journal of Supply Chain Management, 38(2), 30-37.
Ho, W., Xu, X., Prasanta, K. and Dey, P. (2010). “Multi-criteria decision making approaches for supplier evaluation and selection: A literature review”, European Journal of Operational Research, 202(1), 16–24.
Karpak, B., Kumcu, E., and Kasuganti, R. (2001). “Purchasing materials in the supply chain: managing a multi-objective task” , European journal of purchasing & supply management, 7(3), 1-21.
Keskin, G., Ilhan, S., and Özkan, C. (2010). “The Fu.zzy ART algorithm: A categorization method for supplier evaluation and selection”, Expert Systems with Applications, 37(2), 1235-1240.
Kraljic, P. (1983). “Purchasing must become supply management”, Harvard Business Review, 61(5), 109-117.
Kuo, R., Wang, Y. and Tien, F. (2010). “Integration of artificial neural network and MADA methods for green supplier selection”, Journal of Cleaner Production, 18(12), 1161-1170.
Lamming, R. and Harrison, D. (2001) .“Smaller customers and larger suppliers: The potential for strategic purchasing approach: A case study” ,Proceedings of the 10th International IPSERA Conference, Jonkoping Sweden, 595-610.
Lilliecreutz, J. and Ydreskog, L. (1999). “Supplier classification as an enabler for a differentiated purchasing strategy”, Global Purchasing & Supply Chain Management, November, 66-74.
Luo, X., Wu, Ch., Rosenberg, D. and Barnes, D. (2009) .“Supplier selection in agile supply chains: An information-processing model and an illustration”, Journal of Purchasing & Supply Management, 15(4), 249-262.
Nellore, R. and Soderquist, K. (2000). “Portfolio approaches to procurement: Analysing the missing link to specifications”,Long Range Planning, 33(2), 245-267.
Olsen, R. and Ellram, L. (1997). “A portfolio approach to supplier relationships”, Industrial Management Marketing, 26(2), 101-113.
Pillay, A. and Wang, J. (2003). “Modified failure mode and effects analysis using approximate reasoning”, Reliability Engineering & System Safety, 79(1), 69-85.
Razmi, J. and Karbasian, S. (2005). “The Role of Expert Systems in Evaluating and Control of Suppliers in Various Purchasing Circumstances”, 3rd European Conference on Intelligent Management System in Operations. Manchester, UK.
Razmi, J., Jafari Songhori, M. and Khakbaz, H. (2009). “An integrated fuzzy decision making/fuzzy linear programming (FGDMLP) framework for supplier evaluation and order allocation”, International Journal of Advanced Manufacturing Technology, 43(5-6), 590-607.
Sankar, N. and Prabhu, B. (2001). “Modified approach for prioritization of failure in a system failure mode and effects analysis”,
 
International Journal of Quality & Reliability Management, 18(3), 324-350.
Shannon, C. (1948). “A mathematical theory of communication”, Bell System Technical Journal, 27, 379–423.
Syson, R. (1992). Improve purchase performance, London: Pitman Publishing.
Wang, Y., Chin, K., Poon, G. and Yang. J. (2009). “Risk evaluation in failure mode and effects analysis using fuzzy weighted geometric mean” Expert Systems with Applications, 36(2), 1195–207.
Weber C., Current J. and Benton W. (1991). “Vendor selection criteria and methods”, European Journal of Operational Research, 50, 2-18.
Xu, K., Tang, L., Xie, M., Ho, S. and Zhu, M. (2002). “Fuzzy assessment of FMEA for engine systems”, Reliability Engineering & System Safety, 75(1), 17-29.
Yeh, R. and Hsieh, M. (2007). “Fuzzy assessment of FMEA for a sewage plant”, Journal of the Chinese Institute of Industrial Engineering, 24(6), 505-512.
Zeydan, M., Çolpan, C. and Çobanog, C. (2011). “A combined methodology for supplier selection and performance evaluation”, Expert Systems with Applications, 38(3), 2741–2751.