A learning algorithm based estimation method for maintenance cost of product concepts

Computers and Industrial Engineering

Volumn 50, Issue 1-2, 2006, Pages 66-75

  Seo, Kwang Kyu ^a   Ahn, Beum Jun ^a  

^a Sangmyung University   (South Korea)

Author keywords

Learning algorithm; Maintainability attribute; Maintenance cost; Product concepts

Indexed keywords

COST EFFECTIVENESS; MAINTAINABILITY; NEURAL NETWORKS; PARAMETER ESTIMATION; PRODUCT DESIGN;

COST ESTIMATION; MAINTAINABILITY ATTRIBUTE; MAINTENANCE COST; PRODUCT CONCEPTS;

LEARNING ALGORITHMS;

EID: 33744547918     PISSN: 03608352     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cie.2005.12.003     Document Type: Article

References (23)

1. Balanchard B.S., Verma D., and Peterson E.L. Maintainability (1995), Wiley, New York
2. Bhamra, T. A., Evans, S., McAloone, T. C., Simon, M., Poole, S., & Sweatman, A. (1999). Integrating environmental decisions into the product development process. Proceedings of the first international symposium on environmentally conscious design and inverse manufacturing (pp. 329-333).
3. Brezet H., and van Hemel C. Ecodesign, a promising approach to sustainable production and consumption (1997), United Nations Environmental Program (UNEP), Industry and Environment, Paris, France
4. Clark, T., & Charter, M. (1999). Eco-design checklists for electronic manufacturers, systems integrators, and suppliers, of components and sub-assemblies. Available from: http://www.cfsd.org.uk
5. Creese R.C., and Moore L.T. Cost modelling for concurrent engineering. Cost Engineering 32 6 (1990) 23-27
6. Cunningham C.E., and Cox W. Applied maintainability engineering (1972), Wiley, New York
7. Eubanks, C., Kmenta, S., Ishii, K. (1997). Advanced failure modes and effects analysis using behaviour modelling. ASME Design Engineering Technical Conferences, DTM-3872.
8. FMEA (1995). Potential failure modes and effect analysis, reference manual (2nd ed.). SAEJ-1739 Equivalent, Automobile Industry Action Group.
9. Freeman J.A., and Skapura D.M. Neural networks: Algorithm, application and programming techniques (1992), Addison-Wesley, Reading, MA
10. Gershenson, J., & Ishii, K. (1991). Life-cycle serviceability design. ASME design engineering technical conferences (pp. 127-134).
11. Hassoun M.H. Fundamentals of artificial neural networks (1995), MIT Press, Cambridge, MA
12. Ishii K. Life-cycle engineering design. Journal of Mechanical Design 117 (1995) 42-47
13. Paasch R.K., and Ruff D.N. Evaluation of failure diagnosis in concepts design of mechanical systems. Transactions of ASME: Journal of Mechanical Design 119 1 (1997) 57-67
14. Park, J.-H., Seo, K.-K., & Wallace, D. (2001). Approximate life cycle assessment of classified products using artificial neural network and statistical analysis in conceptual product design. Proceedings of the second international symposium on environmentally conscious design and inverse manufacturing (pp. 321-326).
15. Potts, A. (2000). Personal communication. Principal designer, Potts Design, Stoneham, MA.
16. Rombouts, J. P. (1998). LEADS-II. A knowledge-based system for Ranking DfE-options. Proceedings of the 1998 IEEE international symposium on electronics and the environment (pp. 287-291).
17. Simeu-Abazi Z., and Sassine C. Maintenance integration in manufacturing systems: From the modeling tool to evaluation. The International Journal of Flexible Manufacturing Systems 13 3 (2001) 267-285
18. Takata S., Hiraoka H., Asama H., Yamoka N., and Saito D. Facility model for lifecycle maintenance system. Annals of the CIRP 44 1 (1995) 117-121
19. Tarelko W. Control model of maintainability level. Reliability Engineering and System Safety 47 2 (1995) 85-91
20. Utez H. Maintainability of production system. Maintenance Management International 4 (1983) 55-68
21. Veerakamolmal P., and Gupta S.M. Analysis of design efficiency for the disassembly of modular electronic products. Journal of Electronics Manufacturing 9 1 (1999) 79-95
22. Vujosevic R., Raskar R., Yeturkuri N.V., Jothishankar M.C., and Juang S.-H. Simulation, animation and analysis of design disassembly for maintainability analysis. International Journal of Production Research 33 11 (1995) 2999-3022
23. Wani M.F., and Gandhi O.P. Development of maintainability index for mechanical systems. Reliability Engineering and System Safety 65 3 (1999) 259-270