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http://dx.doi.org/10.11627/jkise.2014.37.3.89

Module Communization for Product Platform Design Using Clustering Analysis  

Yoo, Jaewook (Department of Business Administration, Dong-A University)
Publication Information
Journal of Korean Society of Industrial and Systems Engineering / v.37, no.3, 2014 , pp. 89-98 More about this Journal
Abstract
Platform-based product family design is recognized as an effective method to satisfy the mass customization which is a current market trend. In order to design platform-based product family successfully, it is the key work to define a good product platform, which is to identify the common modules that will be shared among the product family. In this paper the clustering analysis using dendrogram is proposed to capture the common modules of the platform. The clustering variables regarding both marketing and engineering sides are derived from the view point of top-down product development. A case study of a cordless drill/drive product family is presented to illustrate the feasibility and validity of the overall procedure developed in this research.
Keywords
Product Platform; Clustering Analysis; Platform-based Product Family;
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1 Agard, B. and Kusiak, A., Data-mining-based methodology for the design of product families. International Journal of Production Research, 2004, Vol. 42, No. 15, p 2955-2969.   DOI   ScienceOn
2 Chen, C. and Wang, L., Product platform design through clustering analysis and information theoretical approach. International Journal of Product Research, 2008, Vol. 46, No. 15, p 4259-4284.   DOI   ScienceOn
3 Dahmus, J.B., Gonzalez-Zugasti, J.P., and Otto, K.N., Modular product architecture. Design Studies, 2001, Vol. 22, p 409-424.   DOI   ScienceOn
4 Feitzinger, E. and Lee, H.L., Mass customization at Hewlett Packard : the power of postponement. Harvard Business Review, 1997, Vol. 75, No. 1, p 116-121.
5 Fellini, R., Papalambros, P., and Weber, T., Application of a product platform design process to automotive powertrains. Eighth AIAA/USA/NASA/ISSMO, Symposium on Multidisciplinary Analysis and Optimization, 6-8 September, 2000, Long Beach, CA.
6 Katja, H.-O., Victor, T., and Kevin, O., Analyzing module commonality for platform design using dendrograms. Res Eng Design, 2008, Vol. 19, p 127-141.   DOI
7 Jiao, J., Simpson, T.W., and Siddique, Z., Product family design and platform-based product development : a stageof- the-art review. Journal of Intelligent Manufacturing 2007, Vol. 18, p 5-29.   DOI   ScienceOn
8 Jiao, J. and Tseng, M., A methodology of developing product family architecture for mass customization. Journal of Intelligent Manufacturing, 1999, Vol. 10, p 3-20.   DOI
9 Zhou Liu, Yoke San Wong, and Kim Seng Lee, Integrated approach to modularize the conceptual product family architecture. International Journal of Advanced Manufacturing Technology, 2008, Vol 36, p 83-96.   DOI
10 Zhou Liu, Yoke San Wong, and Kim Seng Lee, Modularity analysis and commonality design : a framework for the top-down platform and product family design. International Journal of Production Research, 2010, Vol. 48, No. 12, p 3657-3680.   DOI   ScienceOn
11 Martin, M.V. and Ishii, K., Design for variety : developing standardized and modularized product family architectures. Research in Engineering Design, 2002, Vol. 13, p 213-235   DOI
12 Meyer, M.H., Revitalize your product lines through continuous platform renewal. Res Technol Manage, 1997, Vol. 40, p 17-28.   DOI
13 Meyer, M.H. and Lehnerd, A.P., The power of product platform : building value and cost leadership, New York : Free Press, 1997.
14 Mooi, E. and Sarstedt, M., A concise guide to market research; chapter 9. cluster analysis, Springer-Verlag Berlin Heidelberg, 2011.
15 Nelson, S.A., Parkinson, M.B., and Papalambros, P.Y., Multicriteria optimization in product platform design. J. Mech. Des, 2001, Vol. 123, No. 6, p 199-204.   DOI   ScienceOn
16 Otto, K. and Sudjianto, A., Modularization to support multiple brand platforms. Proceedings of DETC : ASME Design Engineering Technical Conferences. DETC 2001, DTM-21695, September 9-12, Pittsburgh, Pennsylvania, USA.
17 Pahl, G. and Beitz, W., Engineering design : a systematic approach. 2nd ed., New York, Springer, 1996.
18 Hongbin Qin, Yifang Zhong, Renbin Xiao, and Weiguo Zhang, Product Platform communization : platform construction and platform elements capture. Int J Adv Manuf Technol, 2005, Vol. 25, p 1071-10.   DOI
19 Robertson, D. and Ulrich, K., Platform product development. Working Paper 1998, The Wharton School, University of Pennysylvania.
20 Timothy W. Simpson, Product platform design and customization : Status and promise. Artificial Intelligence for engineering design, analysis and manufacturing, 2004, Vol. 18, p 3-20.
21 Stone, R. and Wood, K., Development of a functional basis for design. Journal of Mechanical Design, 2000, Vol. 122, No. 4, p 359-370.   DOI   ScienceOn
22 Suh, N.P., Axiomatic design : advances and application, New York, Oxford University Press, 2001.
23 Ulrich, K.T. and Eppinger, S.D., Product design and development, Boston, McGraw-Hill, 2000.
24 Yu, J.S., Gonzalez-Zugasti, J.P., and Otto, K.N., Product architecture definition based upon customer demands. Journal of Mechanical Design, 1999, Vol. 121, p 329- 335.   DOI
25 Zhang, Y., Jiao, J., and Ma, Y., Market segmentation for product family positioning based on fuzzy clustering. Journal of Engineering Design, 2007, Vol. 18, No. 3, p 227-241.   DOI   ScienceOn