{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,11]],"date-time":"2026-05-11T18:22:04Z","timestamp":1778523724856,"version":"3.51.4"},"reference-count":28,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2007,4,4]],"date-time":"2007-04-04T00:00:00Z","timestamp":1175644800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J Intell Manuf"],"published-print":{"date-parts":[[2007,7,12]]},"DOI":"10.1007\/s10845-007-0011-2","type":"journal-article","created":{"date-parts":[[2007,4,3]],"date-time":"2007-04-03T20:08:26Z","timestamp":1175630906000},"page":"97-113","source":"Crossref","is-referenced-by-count":62,"title":["Product platform design through sensitivity analysis and cluster analysis"],"prefix":"10.1007","volume":"18","author":[{"given":"Zhihuang","family":"Dai","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michael J.","family":"Scott","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2007,4,4]]},"reference":[{"key":"11_CR1","doi-asserted-by":"crossref","unstructured":"Blackenfelt, M. (2000). Profit maximisation while considering uncertainty by balancing commonality and variety using robust design \u2013 the redesign of a family of lift tables. In Proceedings of the 2000 ASME design engineering technical conferences & computers and information in engineering conference, ASME. paper no. DETC00\/DFM-14013.","DOI":"10.1115\/DETC2000\/DFM-14013"},{"key":"11_CR2","doi-asserted-by":"crossref","unstructured":"Dai, Z., & Scott, M. J. (2005). Meaningful tradeoffs in product family design considering positive and negative aspects of commonality. SAE Transactions. Journal of Passenger Cars: Mechanical Systems, pp. 310-320","DOI":"10.4271\/2005-01-0351"},{"key":"11_CR3","doi-asserted-by":"crossref","unstructured":"Fellini, R., Kokkolaras, M., Michelena, N., Papalambros, P., Saitou, K., Perez-Duarte, A., & Fenyes, P. (2002). A sensitivity-based commonality strategy for family products of mild variation, with application to automotive body structures. In Proceedings of the 9th AIAA\/ISSMO symposium on multidisciplinary analysis and optimization, AIAA. paper AIAA-2002-5610.","DOI":"10.2514\/6.2002-5610"},{"key":"11_CR4","doi-asserted-by":"crossref","unstructured":"Fellini, R., Kokkolaras, M., Papalambros, P. Y., & Perez-Duarte, A. (2002). Platform selection under performance loss constraints in optimal design of product families. In Proceedings of the 2002 ASME design engineering technical conferences & computers and information in engineering conference, ASME. paper no. DETC02\/DAC-34099.","DOI":"10.1115\/DETC2002\/DAC-34099"},{"key":"11_CR5","doi-asserted-by":"crossref","unstructured":"Fujita, K., & Yoshida, S. (2003). Optimal design methodology of common components for a class of products: Its foundations and promise. In Proceedings of the 2003 ASME design engineering technical conferences & computers and information in engineering conference, ASME. paper no. DETC03\/DAC-48718.","DOI":"10.1115\/DETC2003\/DAC-48718"},{"key":"11_CR6","doi-asserted-by":"crossref","unstructured":"Gonzalez-Zugasti, J. P., & Otto, K. N. (2000). Modular platform-based product family design. In Proceedings of the 2000 ASME design engineering technical conferences & computers and information in engineering conference, ASME. paper no. DETC00\/DAC-14238.","DOI":"10.1115\/DETC2000\/DAC-14238"},{"issue":"2","key":"11_CR7","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1115\/1.1359786","volume":"123","author":"G. Hernandez","year":"2001","unstructured":"Hernandez G., Simpson T.W., Allen J.K., Bascaran E., Avila L.F., Salinas F. (2001). Robust design of families of products with production modeling and evaluation. ASME Journal of Mechanical Design 123(2): 183\u2013190","journal-title":"ASME Journal of Mechanical Design"},{"key":"11_CR8","unstructured":"H\u00f6ltt\u00e4 K., Tang V., Seering W.P. (2003). Modularizing product architectures using dendrograms. In Proceedings of international conference on engineering design. Stockholm, August 19\u201321, 2003."},{"key":"11_CR9","doi-asserted-by":"crossref","DOI":"10.1002\/9780470316801","volume-title":"Finding groups in data: An introduction to cluster analysis","author":"L. Kaufman","year":"1990","unstructured":"Kaufman L., Rousseeuw P. (1990). Finding groups in data: An introduction to cluster analysis. New York, John Wiley and Sons"},{"key":"11_CR10","doi-asserted-by":"crossref","unstructured":"Kota S., Sethuraman K. (2000). A metric for evaluating design commonality in product families. ASME Journal of Mechanical Design, 122, Sept., 403\u2013410.","DOI":"10.1115\/1.1320820"},{"key":"11_CR11","doi-asserted-by":"crossref","unstructured":"Martin, M. V., & Ishii, K. (1996). Design for variety: A methodology for understanding the costs of product proliferation. In Proceedings of the ASME 1996 design engineering technical conferences and computers in engineering conference, ASME. paper no. DETC96\/DTM-1610.","DOI":"10.1115\/96-DETC\/DTM-1610"},{"key":"11_CR12","doi-asserted-by":"crossref","unstructured":"Martin, M. V., & Ishii, K., (1997). Design for variety: Development of complexity indices and design charts. In Proceedings of the 1997 ASME design engineering technical conferences, ASME. paper no. DETC97\/DFM-4359.","DOI":"10.1115\/DETC97\/DFM-4359"},{"issue":"3","key":"11_CR13","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1080\/03052150211746","volume":"3","author":"A. Messac","year":"2002a","unstructured":"Messac A., Martinez M.P., Simpson T.W. (2002a). Effective product family design using physical programming and the product platform concept exploration method. Engineering Optimization 3(3): 245\u2013261","journal-title":"Engineering Optimization"},{"issue":"2","key":"11_CR14","doi-asserted-by":"crossref","first-page":"164","DOI":"10.1115\/1.1467602","volume":"124","author":"A. Messac","year":"2002b","unstructured":"Messac A., Martinez M., Simpson T.W. (2002b). Introduction of a product family penalty function using physical programming. Transactions of ASME 124(2): 164\u2013172","journal-title":"Transactions of ASME"},{"key":"11_CR15","volume-title":"The power of product platforms: Building value and cost leadership","author":"M. Meyer","year":"1997","unstructured":"Meyer M., Lehnerd A. (1997). The power of product platforms: Building value and cost leadership. New York, The Free Press"},{"key":"11_CR16","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4613-0457-9","volume-title":"Mathematical classification and clustering","author":"B. Mirkin","year":"1996","unstructured":"Mirkin B. (1996). Mathematical classification and clustering. New York, Kluwer Academic Publishers"},{"issue":"1","key":"11_CR17","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1080\/03052150210910","volume":"34","author":"R.U. Nayak","year":"2002","unstructured":"Nayak R.U., Chen W., Simpson T.W. (2002). A variation-based methodology for product family design. Journal of Engineering Optimization 34(1): 65\u201381","journal-title":"Journal of Engineering Optimization"},{"key":"11_CR18","doi-asserted-by":"crossref","unstructured":"Nidamarthi, S., Mechler, G., & Karandikar, H. (2003). A systematic method for designing profitable product families. In Proceedings of the 2003 ASME design engineering technical conferences & computers and information in engineering conference, ASME. paper no. DETC03\/DFM48139.","DOI":"10.1115\/DETC2003\/DFM-48139"},{"key":"11_CR19","doi-asserted-by":"crossref","unstructured":"Park, J., & Simpson, T. W. (2003). Production cost modeling to support product family design optimization. In Proceedings of the 2003 ASME design engineering technical conferences & computers and information in engineering conference, ASME. paper no. DETC03\/DAC-48720.","DOI":"10.1115\/DETC2003\/DAC-48720"},{"key":"11_CR20","unstructured":"Romesburg, H. (1990). Cluster analysis for researchers. Robert E. Krieger."},{"key":"11_CR21","unstructured":"Scott, M. J. (1999). Formalizing negotiation in engineering design. PhD Thesis, California Institute of Technology, Pasadena, CA, June."},{"issue":"3","key":"11_CR22","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1016\/S0165-0114(97)00032-8","volume":"99","author":"M.J. Scott","year":"1998","unstructured":"Scott M.J., Antonsson E.K. (1998). Aggregation functions for engineering design trade-offs. Fuzzy Sets and Systems 99(3): 253\u2013264","journal-title":"Fuzzy Sets and Systems"},{"key":"11_CR23","doi-asserted-by":"crossref","unstructured":"Scott, M. J., & Antonsson, E. K. (2000). Using indifference points in engineering decisions. In Proceedings of the 2000 ASME design engineering technical conferences & computers and information in engineering conference, ASME. paper no. DETC2000\/DTM-14559.","DOI":"10.1115\/DETC2000\/DTM-14559"},{"key":"11_CR24","unstructured":"Simpson T. W. (1998). A concept exploration method for product family design. PhD Thesis, Georgia Institute of Technology, Atlanta, GA."},{"key":"11_CR25","doi-asserted-by":"crossref","unstructured":"Simpson, T. W. (2003). Product platform design and optimization: Status and promise. In Proceedings of the 2003 ASME design engineering technical conferences & computers and information in engineering conference, ASME. paper no. DETC03\/DTM-48717.","DOI":"10.1115\/DETC2003\/DAC-48717"},{"issue":"1","key":"11_CR26","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1007\/s001630100002","volume":"13","author":"T.W. Simpson","year":"2001","unstructured":"Simpson T.W., MaierJ.R.A., Mistree F. (2001). Product platform design: Method and application. Research in Engineering Design 13(1): 21\u201322","journal-title":"Research in Engineering Design"},{"key":"11_CR27","unstructured":"Stake, R., & Blackenfelt, M. (2000). Modularisation by cluster analysis \u2013 capturing both functional and strategic aspects. In NordDesign Seminar. Copenhagen."},{"key":"11_CR28","unstructured":"Zamirowksi E.J., Otto K. N. (1999). Identifying product portfolio architecture modularity using function and variety heuristics. In Proceedings of the ASME 1999 design engineering technical conferences, ASME. paper no. DETC99\/ DTM-8760."}],"container-title":["Journal of Intelligent Manufacturing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10845-007-0011-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10845-007-0011-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10845-007-0011-2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,12]],"date-time":"2024-02-12T18:27:40Z","timestamp":1707762460000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10845-007-0011-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,4,4]]},"references-count":28,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2007,7,12]]}},"alternative-id":["11"],"URL":"https:\/\/doi.org\/10.1007\/s10845-007-0011-2","relation":{},"ISSN":["0956-5515","1572-8145"],"issn-type":[{"value":"0956-5515","type":"print"},{"value":"1572-8145","type":"electronic"}],"subject":[],"published":{"date-parts":[[2007,4,4]]}}}