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Erschienen in: Journal of Intelligent Manufacturing 5/2016

07.06.2014

An integrated approach to concept evaluation in a new product development

verfasst von: Zeki Ayağ

Erschienen in: Journal of Intelligent Manufacturing | Ausgabe 5/2016

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Abstract

A new product development (NPD) process can be thought as a comprehensive process in which the design is progressively detailed through a series of phases. At the end of each phase a design review is held to approve the design and release or not it to the next level. As one of these phases, concept selection aiming to select the most appropriate concept for further development, is conducted earlier in the process. As the further development progresses on a selected concept, it becomes more difficult to make design changes in terms of cost and schedule dimensions, and therefore, selecting the best concept among a set of available alternatives has been an important issue for companies. On the other hand, in the presence of many alternatives and selection criteria, the selection problem becomes a multiple-criteria decision making concept selection problem. To solve this problem, in this work, an integrated approach bringing two popular methods together: the modified technique for order preference by similarity to ideal solution (TOPSIS) and the analytical network process (ANP). The ANP method is used to determine the relative weights of a set of quantitative and qualitative evaluation criteria, as the modified TOPSIS method utilized to rank competing concept alternatives. In addition, a real example is presented to demonstrate the effectiveness and applicability of the proposed approach for potential practitioners and readers.

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Literatur
Zurück zum Zitat Akao, Y. (1990). Quality function deployment: Integrating customer requirements into product design. Cambridge, MA: Productivity Press. Akao, Y. (1990). Quality function deployment: Integrating customer requirements into product design. Cambridge, MA: Productivity Press.
Zurück zum Zitat Agarwal, A., & Shankar, R. (2003). On-line trust building in e-enabled supply chain. Supply Chain Management: An International Journal, 8(4), 324–334.CrossRef Agarwal, A., & Shankar, R. (2003). On-line trust building in e-enabled supply chain. Supply Chain Management: An International Journal, 8(4), 324–334.CrossRef
Zurück zum Zitat Ayag, Z. (2002). An analytic-hierarchy-process simulation model for implementation and analysis of computer-aided systems. International Journal of Production Research, 40(13), 3053–3073.CrossRef Ayag, Z. (2002). An analytic-hierarchy-process simulation model for implementation and analysis of computer-aided systems. International Journal of Production Research, 40(13), 3053–3073.CrossRef
Zurück zum Zitat Ayag, Z. (2005a). An integrated approach to evaluating conceptual design alternatives in a new product development environment. International Journal of Production Research, 43(4), 687–713.CrossRef Ayag, Z. (2005a). An integrated approach to evaluating conceptual design alternatives in a new product development environment. International Journal of Production Research, 43(4), 687–713.CrossRef
Zurück zum Zitat Ayag, Z. (2005b). A fuzzy AHP-based simulation approach to concept evaluation in a NPD environment. IIE Transactions, 37, 827–842.CrossRef Ayag, Z. (2005b). A fuzzy AHP-based simulation approach to concept evaluation in a NPD environment. IIE Transactions, 37, 827–842.CrossRef
Zurück zum Zitat Ayag, Z., & Ozdemir, R. G. (2007). An ANP-based approach to concept evaluation in a new product development (NPD) environment. Journal of Engineering Design, 18(3), 209–226.CrossRef Ayag, Z., & Ozdemir, R. G. (2007). An ANP-based approach to concept evaluation in a new product development (NPD) environment. Journal of Engineering Design, 18(3), 209–226.CrossRef
Zurück zum Zitat Ayag, Z., & Ozdemir, R. G. (2011). An intelligent approach to machine tool selection through fuzzy analytic network process. Journal of Intelligent Manufacturing, 22(2), 163–177.CrossRef Ayag, Z., & Ozdemir, R. G. (2011). An intelligent approach to machine tool selection through fuzzy analytic network process. Journal of Intelligent Manufacturing, 22(2), 163–177.CrossRef
Zurück zum Zitat Behzadian, M., Kazemzadeh, R. B., Albadvi, A., & Aghdasi, M. (2010). PROMETHEE: A comprehensive literature review on methodologies and applications. European Journal of Operational Research, 200, 198–215.CrossRef Behzadian, M., Kazemzadeh, R. B., Albadvi, A., & Aghdasi, M. (2010). PROMETHEE: A comprehensive literature review on methodologies and applications. European Journal of Operational Research, 200, 198–215.CrossRef
Zurück zum Zitat Briand, L. C. (1998). COTS evaluation and selection. In Proceedings of the international conference on software maintenance, pp. 222–223. Briand, L. C. (1998). COTS evaluation and selection. In Proceedings of the international conference on software maintenance, pp. 222–223.
Zurück zum Zitat Brown, S. L., & Eisenhardt, K. M. (1995). Product development: Past research, present findings and future directions. Academy of Management Review, 4, 343–378. Brown, S. L., & Eisenhardt, K. M. (1995). Product development: Past research, present findings and future directions. Academy of Management Review, 4, 343–378.
Zurück zum Zitat Chesbrough, H. W., & Teece, D. J. (2002). Organizing for innovation: When is virtual virtuous? Harvard Business Review, 80, 127–135. Chesbrough, H. W., & Teece, D. J. (2002). Organizing for innovation: When is virtual virtuous? Harvard Business Review, 80, 127–135.
Zurück zum Zitat Dagdeviren, M. (2008). Decision making in equipment selection: An integrated approach with AHP and PROMETHEE. Journal of Intelligent Manufacturing, 19(4), 397–406.CrossRef Dagdeviren, M. (2008). Decision making in equipment selection: An integrated approach with AHP and PROMETHEE. Journal of Intelligent Manufacturing, 19(4), 397–406.CrossRef
Zurück zum Zitat Duffy, A. H. B., Andreasen, M. M., Maccallum, K. J., & Reijers, L. N. (1993). Design co-ordination for concurrent engineering. Journal of Engineering Design, 4, 251–261.CrossRef Duffy, A. H. B., Andreasen, M. M., Maccallum, K. J., & Reijers, L. N. (1993). Design co-ordination for concurrent engineering. Journal of Engineering Design, 4, 251–261.CrossRef
Zurück zum Zitat Ertugrul, I., & Karakasoglu, N. (2009). Performance evaluation of Turkish cement firms with fuzzy analytic hierarchy process and TOPSIS methods. Expert Systems with Applications, 36, 702–715.CrossRef Ertugrul, I., & Karakasoglu, N. (2009). Performance evaluation of Turkish cement firms with fuzzy analytic hierarchy process and TOPSIS methods. Expert Systems with Applications, 36, 702–715.CrossRef
Zurück zum Zitat Finger, S., & Dixon, J. R. (1989a). A review of research in mechanical engineering design, part I: Descriptive, prescriptive and computer-based models of design processes. Research Engineering Design, 1, 51–68.CrossRef Finger, S., & Dixon, J. R. (1989a). A review of research in mechanical engineering design, part I: Descriptive, prescriptive and computer-based models of design processes. Research Engineering Design, 1, 51–68.CrossRef
Zurück zum Zitat Finger, S., & Dixon, J. R. (1989b). A review of research in mechanical engineering design, part II: Representations, analysis, and design for the life cycle. Research Engineering Design, 1, 121–137.CrossRef Finger, S., & Dixon, J. R. (1989b). A review of research in mechanical engineering design, part II: Representations, analysis, and design for the life cycle. Research Engineering Design, 1, 121–137.CrossRef
Zurück zum Zitat Fitzsimmons, J. A., Kouvelis, P., & Mallick, D. N. (1991). Design strategy and its interface with manufacturing and marketing strategy: A conceptual framework. Journal of Operations Management, 10, 398–415.CrossRef Fitzsimmons, J. A., Kouvelis, P., & Mallick, D. N. (1991). Design strategy and its interface with manufacturing and marketing strategy: A conceptual framework. Journal of Operations Management, 10, 398–415.CrossRef
Zurück zum Zitat Gates, W. (1999). Business@the speed of sound. Grand Central Publishing. Gates, W. (1999). Business@the speed of sound. Grand Central Publishing.
Zurück zum Zitat Gorener, A. (2012). Comparing AHP and ANP: An application of strategic decisions making in a manufacturing company. International Journal of Business and Social Science, 3, 194–208. Gorener, A. (2012). Comparing AHP and ANP: An application of strategic decisions making in a manufacturing company. International Journal of Business and Social Science, 3, 194–208.
Zurück zum Zitat Griffin, A., & Hauser, J. R. (1996). Integrating R&D and marketing: A review and analysis of the literature. Journal of Product Innovation Management, 13, 191–215.CrossRef Griffin, A., & Hauser, J. R. (1996). Integrating R&D and marketing: A review and analysis of the literature. Journal of Product Innovation Management, 13, 191–215.CrossRef
Zurück zum Zitat Hwang, C. L., & Yoon, K. (1981). Multiple-criteria decision making: Methods and applications, a state of art survey. New York: Springer. Hwang, C. L., & Yoon, K. (1981). Multiple-criteria decision making: Methods and applications, a state of art survey. New York: Springer.
Zurück zum Zitat Işıklar, G., & Buyukozkan, G. (2007). Using a multi-criteria decision making approach to evaluate mobile phone alternatives. Computer Standards and Interfaces, 29, 265–274.CrossRef Işıklar, G., & Buyukozkan, G. (2007). Using a multi-criteria decision making approach to evaluate mobile phone alternatives. Computer Standards and Interfaces, 29, 265–274.CrossRef
Zurück zum Zitat Kahraman, C., Buyukozkan, G., & Ates, N. Y. (2007). A two phase multi-attribute decision-making approach for new product introduction. Information Sciences, 177, 1567–1582.CrossRef Kahraman, C., Buyukozkan, G., & Ates, N. Y. (2007). A two phase multi-attribute decision-making approach for new product introduction. Information Sciences, 177, 1567–1582.CrossRef
Zurück zum Zitat Kang, H. Y., Lee, A. H. I., & Yang, C. Y. (2012). A fuzzy ANP model for supplier selection as applied to IC packaging. Journal of Intelligent Manufacturing, 23(5), 1477–1488.CrossRef Kang, H. Y., Lee, A. H. I., & Yang, C. Y. (2012). A fuzzy ANP model for supplier selection as applied to IC packaging. Journal of Intelligent Manufacturing, 23(5), 1477–1488.CrossRef
Zurück zum Zitat King, A. M., & Sivaloganathan, S. (1999). Development of a methodology for concept selection in flexible design strategies. Journal of Engineering Design, 10, 329–349.CrossRef King, A. M., & Sivaloganathan, S. (1999). Development of a methodology for concept selection in flexible design strategies. Journal of Engineering Design, 10, 329–349.CrossRef
Zurück zum Zitat Krishnan, V., & Ulrich, K. T. (2001). Product development decisions: A review of the literature. Management Science, 47, 1–21.CrossRef Krishnan, V., & Ulrich, K. T. (2001). Product development decisions: A review of the literature. Management Science, 47, 1–21.CrossRef
Zurück zum Zitat Lee, J. W., & Kim, S. H. (2000). Using analytic network process and goal programming for interdependent information system project selection. Computers and Operations Research, 27, 367–382.CrossRef Lee, J. W., & Kim, S. H. (2000). Using analytic network process and goal programming for interdependent information system project selection. Computers and Operations Research, 27, 367–382.CrossRef
Zurück zum Zitat Lin, M. C., Wang, C. C., Chen, M. S., & Chang, C. A. (2008). Using AHP and TOPSIS approaches in customer-driven product design process. Computers in Industry, 59, 17–31.CrossRef Lin, M. C., Wang, C. C., Chen, M. S., & Chang, C. A. (2008). Using AHP and TOPSIS approaches in customer-driven product design process. Computers in Industry, 59, 17–31.CrossRef
Zurück zum Zitat Marsh, S., Moran, J. V., Nakui, S., & Hoffherr, G. (1991). Facilitating and training in quality function deployment. Methuen, MA: GOAL/QPC. Marsh, S., Moran, J. V., Nakui, S., & Hoffherr, G. (1991). Facilitating and training in quality function deployment. Methuen, MA: GOAL/QPC.
Zurück zum Zitat Meade, L., & Sarkis, J. (1999). Analyzing organizational project alternatives for agile manufacturing process: An analytical network approach. International Journal of Production Research, 37, 241–261.CrossRef Meade, L., & Sarkis, J. (1999). Analyzing organizational project alternatives for agile manufacturing process: An analytical network approach. International Journal of Production Research, 37, 241–261.CrossRef
Zurück zum Zitat Okudan, G. E., & Tauhid, S. (2008). Concept selection methods—a literature review from 1980 to 2008. International Journal of Design Engineering, 1, 243–277.CrossRef Okudan, G. E., & Tauhid, S. (2008). Concept selection methods—a literature review from 1980 to 2008. International Journal of Design Engineering, 1, 243–277.CrossRef
Zurück zum Zitat Okudan, G. E., & Shirwaiker, R. A. (2012). A multi-stage problem formulation for concept selection for improved product design. In PICMET 2006 proceedings, 9–13 July, Istanbul, Turkey. Okudan, G. E., & Shirwaiker, R. A. (2012). A multi-stage problem formulation for concept selection for improved product design. In PICMET 2006 proceedings, 9–13 July, Istanbul, Turkey.
Zurück zum Zitat Onut, S., & Soner, S. (2008). Transshipment site selection using the AHP and TOPSIS approaches under fuzzy environment. Waste Management, 28, 1552–1559.CrossRef Onut, S., & Soner, S. (2008). Transshipment site selection using the AHP and TOPSIS approaches under fuzzy environment. Waste Management, 28, 1552–1559.CrossRef
Zurück zum Zitat Ozaki, T., Lo, M. C., Kinoshita, E., & Tzeng, G. H. (2012). Decision making for the best selection of suppliers by using minor ANP. Journal of Intelligent Manufacturing, 23(6), 2171–2178.CrossRef Ozaki, T., Lo, M. C., Kinoshita, E., & Tzeng, G. H. (2012). Decision making for the best selection of suppliers by using minor ANP. Journal of Intelligent Manufacturing, 23(6), 2171–2178.CrossRef
Zurück zum Zitat Pahl, G., & Beitz, W. (1984). Engineering Design (pp. 119–138). Springer Verlag. Pahl, G., & Beitz, W. (1984). Engineering Design (pp. 119–138). Springer Verlag.
Zurück zum Zitat Pugh, S. (1991). Total design (pp. 67–85). Reading: Addison-Wesley. Pugh, S. (1991). Total design (pp. 67–85). Reading: Addison-Wesley.
Zurück zum Zitat Reddy, R., & Mistree, F. (1992). Modeling uncertainly in selection using exact interval arithmetic, DE-Vol. 24, DTM, ASME, Scottsdale, AZ, pp. 193–201. Reddy, R., & Mistree, F. (1992). Modeling uncertainly in selection using exact interval arithmetic, DE-Vol. 24, DTM, ASME, Scottsdale, AZ, pp. 193–201.
Zurück zum Zitat Saaty, T. L. (1981). The analytical hierarchy process. New York: McGraw Hill. Saaty, T. L. (1981). The analytical hierarchy process. New York: McGraw Hill.
Zurück zum Zitat Saaty, T. L. (1989). Decision making, scaling, and number crunching. Decision Science, 20, 404–409.CrossRef Saaty, T. L. (1989). Decision making, scaling, and number crunching. Decision Science, 20, 404–409.CrossRef
Zurück zum Zitat Saaty, T. L. (1996). Decision making with dependence and feedback: The analytic network process. Pittsburgh, PA: RWS Publication. Saaty, T. L. (1996). Decision making with dependence and feedback: The analytic network process. Pittsburgh, PA: RWS Publication.
Zurück zum Zitat Saaty, T. L., & Takizawa, M. (1986). Dependence and independence—from linear hierarchies to nonlinear networks. European Journal of Operational Research, 26, 229–237.CrossRef Saaty, T. L., & Takizawa, M. (1986). Dependence and independence—from linear hierarchies to nonlinear networks. European Journal of Operational Research, 26, 229–237.CrossRef
Zurück zum Zitat Scott, M. (2002). Quantifying certainty in design decisions: Examining AHP. In Proceedings of the DETC2002 /DTM-34020, Montreal, Canada. Scott, M. (2002). Quantifying certainty in design decisions: Examining AHP. In Proceedings of the DETC2002 /DTM-34020, Montreal, Canada.
Zurück zum Zitat Sheu, J. B. (2007). A hybrid neuro-fuzzy analytical approach to mode choice of global logistics management. European Journal of Operational Research, 189, 971–986.CrossRef Sheu, J. B. (2007). A hybrid neuro-fuzzy analytical approach to mode choice of global logistics management. European Journal of Operational Research, 189, 971–986.CrossRef
Zurück zum Zitat Sharma, S., & Balan, S. (2013). An integrative supplier selection model using Taguchi loss function, TOPSIS and multi criteria goal programming. Journal of Intelligent Manufacturing, 24(6), 1123–1130.CrossRef Sharma, S., & Balan, S. (2013). An integrative supplier selection model using Taguchi loss function, TOPSIS and multi criteria goal programming. Journal of Intelligent Manufacturing, 24(6), 1123–1130.CrossRef
Zurück zum Zitat Shyur, H. J. (2006). COTS evaluation using modified TOPSIS and ANP. Applied Mathematics and Computation, 177, 251–259.CrossRef Shyur, H. J. (2006). COTS evaluation using modified TOPSIS and ANP. Applied Mathematics and Computation, 177, 251–259.CrossRef
Zurück zum Zitat Shyur, H. J., & Shih, H. S. (2006). A hybrid MCDM model for strategic vendor selection. Mathematical and Computer Modeling, 44, 749–761.CrossRef Shyur, H. J., & Shih, H. S. (2006). A hybrid MCDM model for strategic vendor selection. Mathematical and Computer Modeling, 44, 749–761.CrossRef
Zurück zum Zitat Taha, Z., & Rostam, S. (2012). A hybrid fuzzy AHP-PROMETHEE decision support system for machine tool selection in flexible manufacturing cell. Journal of Intelligent Manufacturing, 23(6), 2137–2149.CrossRef Taha, Z., & Rostam, S. (2012). A hybrid fuzzy AHP-PROMETHEE decision support system for machine tool selection in flexible manufacturing cell. Journal of Intelligent Manufacturing, 23(6), 2137–2149.CrossRef
Zurück zum Zitat Thurston, D., Carnahan, J., & Liu, T. (1991). Optimization of design utility, DTM-Vol. 31, ASME, Miami, pp. 173–180. Thurston, D., Carnahan, J., & Liu, T. (1991). Optimization of design utility, DTM-Vol. 31, ASME, Miami, pp. 173–180.
Zurück zum Zitat Thurston, D. L., & Carnahan, J. V. (1992). Fuzzy ratings and utility analysis in preliminary design evaluation of multiple attributes. Journal of Mechanical Design, 114, 648–658.CrossRef Thurston, D. L., & Carnahan, J. V. (1992). Fuzzy ratings and utility analysis in preliminary design evaluation of multiple attributes. Journal of Mechanical Design, 114, 648–658.CrossRef
Zurück zum Zitat Triantaphyllou, E. (2000). Multiple-criteria decision making methods: A comparative study. Dordrecht: Kluwer. Triantaphyllou, E. (2000). Multiple-criteria decision making methods: A comparative study. Dordrecht: Kluwer.
Zurück zum Zitat Tsaur, S. H., Chang, T. Y., & Yen, C. H. (2002). The evaluation of airline service quality by fuzzy MCDM. Tourism Management, 23, 107–115.CrossRef Tsaur, S. H., Chang, T. Y., & Yen, C. H. (2002). The evaluation of airline service quality by fuzzy MCDM. Tourism Management, 23, 107–115.CrossRef
Zurück zum Zitat Ulrich, K. T., & Eppinger, S. D. (2000). Product design and development (2nd ed.). Irwin: McGraw-Hill. Ulrich, K. T., & Eppinger, S. D. (2000). Product design and development (2nd ed.). Irwin: McGraw-Hill.
Zurück zum Zitat Welch, D., & Kerwin, K. (2003). Rick Wagoner’s game plan. Business Week, 52–60. Welch, D., & Kerwin, K. (2003). Rick Wagoner’s game plan. Business Week, 52–60.
Zurück zum Zitat Whitney, D. T. (1988). Manufacturing by design. Harvard Business Review, 66, 83–91. Whitney, D. T. (1988). Manufacturing by design. Harvard Business Review, 66, 83–91.
Zurück zum Zitat Yurdakul, M. (2003). Measuring long-term performance of a manufacturing firm using analytic network process (ANP) approach. International Journal of Production Research, 41(11), 2501–2529.CrossRef Yurdakul, M. (2003). Measuring long-term performance of a manufacturing firm using analytic network process (ANP) approach. International Journal of Production Research, 41(11), 2501–2529.CrossRef
Zurück zum Zitat Zahedi, F. (1986). The analytic hierarchy process: A survey of the method and its application. Interfaces, 16, 96–108.CrossRef Zahedi, F. (1986). The analytic hierarchy process: A survey of the method and its application. Interfaces, 16, 96–108.CrossRef
Metadaten
Titel
An integrated approach to concept evaluation in a new product development
verfasst von
Zeki Ayağ
Publikationsdatum
07.06.2014
Verlag
Springer US
Erschienen in
Journal of Intelligent Manufacturing / Ausgabe 5/2016
Print ISSN: 0956-5515
Elektronische ISSN: 1572-8145
DOI
https://doi.org/10.1007/s10845-014-0930-7

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