Rapid identification of the optimal product configuration and its parameters based on customer-centric product modeling for one-of-a-kind production

Computers in Industry

Volumn 61, Issue 3, 2010, Pages 270-279

  Hong, Gang ^a   Xue, Deyi ^a   Tu, Yiliu ^a  

^a UNIVERSITY OF CALGARY   (Canada)

Author keywords

Customer centric product modeling; One of a kind production; Optimization; Pattern recognition; Rough set

Indexed keywords

AND-OR TREE; CUSTOM PRODUCTS; CUSTOMER NEED; CUSTOMER REQUIREMENTS; CUSTOMER-CENTRIC; DATA MINING TECHNIQUES; FUZZY PATTERN CLUSTERING; HIGH QUALITY; HISTORICAL DATA; HYBRID ATTRIBUTES; INDIVIDUAL CUSTOMERS; MANUFACTURING PRODUCTS; MASS PRODUCTION; ONE-OF-A-KIND PRODUCTION; PARTIAL PRODUCT; PRODUCT CONFIGURATION; PRODUCT FAMILIES; PRODUCT MODELING; PRODUCT PATTERNS; RAPID IDENTIFICATION; ROUGH SET;

CUSTOMER SATISFACTION; DATA MINING; OPTIMIZATION; PATTERN RECOGNITION; SALES;

ROUGH SET THEORY;

EID: 75949122861     PISSN: 01663615     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compind.2009.09.006     Document Type: Article

References (21)

1. Tseng M.M., and Piller F.T. The Customer Centric Enterprise: Advances in Mass Customization and Personalization (2003), Springer, New York
2. Tu Y.L. Production planning and control in a virtual OKP company. Computers in Industry 34 3 (1997) 271-283
3. Wortmann J.C. Production management systems for one-of-a-kind products. Computers in Industry 19 1 (1992) 79-88
4. Jiao J.X., Simpson T.W., and Siddique Z. Product family design and platform-based product development: a state-of-the-art review. Journal of Intelligence Manufacturing 18 1 (2007) 5-29
5. Simpson T.W. Product platform design and customization: status and promise. Artificial Intelligence for Engineering Design Analysis and Manufacturing 18 1 (2004) 3-20
6. Veen E.A.V., and Wortmann J.C. Generative bill of material processing systems. Production Planning & Control 3 3 (1992) 314-326
7. Baldwin C.Y., and Clark K.B. Design Rules: The Power of Modularity (2000), MIT Press, Cambridge, MA
8. Felfernig A., Friedrich G., and Jannach D. Conceptual modeling for configuration of mass customizable products. Artificial Intelligence in Engineering 15 2 (2001) 165-176
9. Aldanondo M., Hadj H.K., Moynard G., and Lamothe J. Mass customization and configuration: requirement analysis and constraint based modeling propositions. Integrated Computer-Aided Engineering 10 2 (2003) 177-189
10. Xie H., Henderson P., and Kernahan M. Modeling and solving engineering product configuration problems by constraints satisfaction. International Journal of Production Research 43 20 (2005) 4455-4469
11. Corbett B., and Rosen D.W. A configuration design based method for platform commonization for product families. Artificial Intelligence for Engineering Design Analysis and Manufacturing 18 1 (2004) 21-39
12. Hong G., Hu L., Xue D., Tu Y.L., and Xiong Y.L. Identification of the optimal product configuration and parameters based on individual customer requirements on performance and costs in one-of-a-kind production. International Journal of Production Research 46 12 (2008) 3297-3366
13. Hong G., Dean P., Yang W., Tu Y.L., and Xue D. Integrated optimal product design and process planning for one-of-a-kind production. Proceedings of the ASME 2008 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Brooklyn, NY (2008)
14. Pawlak Z. Rough set approach to knowledge-based decision support. European Journal of Operational Research 99 1 (1997) 48-57
15. Hu Q., Xie Z., and Yu D. Hybrid attribute reduction based on a novel fuzzy-rough model and information granulation. Pattern Recognition 40 12 (2007) 3509-3521
16. Bezdek J.C. Pattern Recognition with Fuzzy Objective Function Algorithms (1981), Plenum, New York
17. Ghosh J.K., Delampady M., and Samanta T. An Introduction to Bayesian Analysis: Theory and Methods (2006), Springer, New York
18. Russell S., and Norvig P. Artificial Intelligence: A Modern Approach (2002), Prentice Hall, Upper Saddle River, NJ
19. Yang H., Xue D., and Tu Y.L. Modeling of non-linear relations among different design evaluation measures for multi-objective design optimization. Concurrent Engineering-Research and Applications 14 1 (2006) 43-53
20. Koza J.R. Genetic Programming: On the Programming of Computers by Means of Natural Selection (1992), The MIT Press, Cambridge, MA
21. Wang H., and Xue D. An intelligent zone-based delivery scheduling approach. Computers in Industry 48 2 (2002) 109-125