Condition-based maintenance decision-making for multiple machine systems

Journal of Manufacturing Science and Engineering

Volumn 131, Issue 3, 2009, Pages 0310091-0310099

  Ambani, Saumil ^a   Li, Lin ^a   Ni, Jun ^a  

^a UNIVERSITY OF MICHIGAN   (United States)

Author keywords

Condition based maintenance; Continuous time Markov chain; Maintenance prioritization; Multiple machine system

Indexed keywords

CONTINUOUS TIME SYSTEMS; DECISION MAKING; FLOW MEASUREMENT; INDUSTRIAL RESEARCH; MARKOV CHAINS;

AUTOMOTIVE ASSEMBLY LINES; CONDITION BASED MAINTENANCE; CONTINUOUS TIME MARKOV CHAIN; MAINTENANCE DECISION MAKING; MAINTENANCE PRIORITIZATION; MULTIPLE MACHINE; OPTIMAL MAINTENANCE POLICIES; QUANTITATIVE DESCRIPTION;

MAINTENANCE;

EID: 77955298888     PISSN: 10871357     EISSN: 15288935     Source Type: Journal    
DOI: 10.1115/1.3123339     Document Type: Article

References (27)

1. Zeng, S. W., 1997, "Discussion on Maintenance Strategy, Policy and Corresponding Maintenance Systems in Manufacturing," Reliab. Eng. Syst. Saf., 55(2), pp. 151-162.
2. Lyonnet, P., 1991, Maintenance Planning: Methods and Mathematics, Chapman and Hall, London.
3. Dekker, R., 1996, "Applications of Maintenance Optimization Models: A Review and Analysis," Reliab. Eng. Syst. Saf., 51, pp. 229-240.
4. Ben-Daya, M., Duffuaa, S. O., and Raouf, A., 2000, Maintenance, Modeling and Optimization, Kluwer, Dordrecht.
5. Wang, H.-Z., 2002, "A Survey of Maintenance Policies of Deteriorating Systems," Eur. J. Oper. Res., 139, pp. 469-489.
6. Yang, Z., Djurdjanovic, D., and Ni, J., 2008, "Maintenance Scheduling in Manufacturing Systems Based on Predictive Machine Degradation," J. Intell. Manuf. 19(1), pp. 87-98.
7. Marseguerra, M., Zio, E., and Podofillini, L., 2002, "Condition Based Optimization by Means of Genetic Algorithms and Monte Carlo Simulation," Reliab. Eng. Syst. Saf., 67(3), pp. 215-232.
8. Grall, A., Berenguer, C., and Dieulle, L., 2002, "A Condition-Based Maintenance Policy for Stochastically Deteriorating Systems," Reliab. Eng. Syst. Saf., 76(2), pp. 167-180.
9. Amari, S. V., McLaughlin, L., and Pham, H., 2006, "Cost-Effective Condition-Based Maintenance Using Markov Decision Process," Reliability and Maintainability Symposium 2006.
10. Chan, G. K., and Asgarpoor, S., 2006, "Optimum Maintenance Policy With Markov Process," Electr. Power Syst. Res., 76, pp. 452-456.
11. Jamali, M. A., Ait-Kadi, D., Cleroux, R., and Artiba, A., 2005, "Joint Optimal Periodic and Conditional Maintenance Strategy," J. Qual. Maint. Eng., 11(2), pp. 107-114.
12. Chen, D., and Trivedi, K., 2002, "Closed-Form Analytical Results for Condition-Based Maintenance," Reliab. Eng. Syst. Saf., 76, pp. 43-51.
13. Saranga, H., and Knezevic, J., 2001, "Reliability Prediction for Condition-Based Maintained Systems," Reliab. Eng. Syst. Saf., 71(2), pp. 219-224.
14. Barbera, F., Schneider, H., and Watson, E., 1999, "A Condition Based Maintenance Model for a Two-Unit Series System," Eur. J. Oper. Res., 116(2), pp. 281-290.
15. Luce, S., 1999, "Choice Criteria in Conditional Preventive Maintenance," Mech. Syst. Signal Process., 13(1), pp. 163-168
16. Heng, A., Zhang, S., Tan, A. C. C., and Mathew, J., 2009, "Rotating Machinery Prognostics: State of the Art, Challenges and Opportunities," Mech. Syst. Signal Process., 23, pp. 724-739.
17. Kirianaki, N. V., Yurish, S. Y., Shpak, N. O., and Deynega, V. P., 2002, Data Acquisition and Signal Processing for Smart Sensors, Wiley, Chichester.
18. Lu, S., Tu, Y.-C., and Lu, H., 2007, "Predictive Condition-Based Maintenance for Continuously Deteriorating Systems," Qual. Reliab. Eng. Int., 23(1), pp. 71-81.
19. Dieulle, L., Berenguer, C., Grall, A., and Roussingnol, M., 2003, "Sequential Condition-Based Maintenance Scheduling for a Deteriorating System," Eur. J. Oper. Res., 150(2), pp. 451-461.
20. Barlow, R., and Hunter, L., 1960, "Optimal Preventive Maintenance Policies," Oper. Res., 8, pp. 90-100.
21. Sheu, S. H., Yeh, R. H., Lin, Y. B., and Juang, M. G., 2001, "A Bayesian Approach to an Adaptive Preventive Maintenance Model," Reliab. Eng. Syst. Saf., 71, pp. 33-44.
22. Sim, S. H., and Endrenyi, J., 1993, "A Failure-Repair Model With Minimal and Major Maintenance," IEEE Trans. Reliab., 42(1), pp. 134-140.
23. Sim, S. H., and Endrenyi, J., 1988, "Optimal Preventive Maintenance With Repair," IEEE Trans. Reliab., 37(1), pp. 92-96.
24. Chen, H., and Yao, D. D., 2001, Fundamentals of Queuing Networks: Performance, Asymptotics, and Optimization, Springer, New York.
25. Bose, S. K., 2002, An Introduction to Queuing Systems, Springer, New York.
26. Yang, Z., Chang, Q., Djurdjanovic, D., Ni, J., and Lee, J., 2007, "Maintenance Priority Assignment Utilizing On-Line Production Information," ASME J. Manuf. Sci. Eng., 129, pp. 435-446.
27. Ross, S., 1997, Introduction to Probability Models, Academic, New York.