A state-dependent wear model with an application to marine engine cylinder liners

Technometrics

Volumn 52, Issue 2, 2010, Pages 172-187

  Giorgio, Massimiliano ^a   Guida, Maurizio ^b   Pulcini, Gianpaolo ^c  

^a SECOND UNIVERSITY OF NAPLES   (Italy)

^b UNIVERSITY OF SALERNO   (Italy)

^c CNR   (Italy)

Author keywords

Markov chains; Maximum likelihood estimation; State dependent process; Wear process

Indexed keywords

ACCURATE MODELING; CONDITION BASED MAINTENANCE; CURRENT SYSTEM; CYLINDER LINERS; DATA SETS; EXECUTABLE PROGRAMS; FORTRAN CODES; GOODNESS OF FIT; HEAVY-DUTY DIESEL ENGINE; INSPECTION INTERVALS; LIKELIHOOD FUNCTIONS; MAINTENANCE SCENARIO; MARINE PROPULSION; MARKOV CHAIN; MARKOV CHAINS; MODEL PARAMETERS; OBSERVED DATA; PROCESS STATE; RELIABILITY CHARACTERISTICS; STATE SPACE DISCRETIZATION; STATE-DEPENDENT; TRANSITION PROBABILITIES; WEAR MODEL; WEAR PROCESS;

DECISION MAKING; DIESEL ENGINES; ENGINE CYLINDERS; INSPECTION; MAINTENANCE; MARINE ENGINEERING; MARINE ENGINES; MARKOV PROCESSES; PROBABILITY; SHIP PROPULSION;

MAXIMUM LIKELIHOOD ESTIMATION;

EID: 77955326648     PISSN: 00401706     EISSN: None     Source Type: Journal    
DOI: 10.1198/TECH.2009.08092     Document Type: Article

References (26)

1. Bagdonavicius V., and Nikulin,M. S. (2001), "Estimation in DegradationModels With Explanatory Variables," Lifetime Data Analysis, 7, 85-103. [172]
2. -(2002), Accelerated Life Models, Modeling and Statistical Analysis, Boca Raton: Chapman &Hall. [172]
3. Bishop, Y. M. M., Feinberg, S. E., and Holland, P. W. (1975), Discrete Multivariate Analysis: Theory and Practice, Cambridge: MIT Press. [181]
4. Bogdanoff, J. L., and Kozin, F. (1985), Probabilistic Models of Cumulative Damage, New York: Wiley. [172]
5. Çinlar, E. (1980), "On a Generalization of Gamma Process," Journal of Applied Probability, 17, 467-480. [172,173,179]
6. Çinlar, E., Bazant, Z. P., and Osman, E. (1977), "Stochastic Process for Extrapolating Concrete Creep," Journal of the Engineering Mechanics Division, 103, 1069-1088. [179]
7. Crowder, M., and Lawless, J. (2007), "On a Scheme for Predictive Maintenance," European Journal of Operational Research, 176, 1713-1722. [185]
8. D'Agostino, R. B., and Stephens, M. A. (1986), Goodness-of-Fit Techniques, New York: Marcel Dekker. [182]
9. Durbin, J. (1973), Distribution Theory for Tests Based on the Sample Distribution Function, Philadelphia: SIAM. [182]
10. Durham, S. D., and Padgett, W. J. (1997), "Cumulative Damage Models for System Failure With Application to Carbon Fibers and Composites," Technometrics, 39, 34-44. [173,175]
11. Ellingwood, B. R., and Mori, Y. (1993), "Probabilistic Methods for Condition Assessment and Life Prediction of Concrete Structures in Nuclear Power Plants," Nuclear Engineering Design, 142, 155-166. [179]
12. Gadow, R., Lopez, D., and Perez, J. (2003), "Carbon Deposition Reducing Coatings for Highly Loaded Large Diesel Engines," in Proceedings of 2003 SAE World Congress, Detroit, MI: Society of Automotive Engineers, SAE Paper 2003-01-1100. [173]
13. Gertsbakh, I. B., and Kordonskiy, K. B. (1969), Models of Failure, Berlin: Springer-Verlag. [172]
14. Giorgio, M., Guida, M., and Pulcini, G. (2007), "A Wear Model for Assessing the Reliablity of Cylinder Liners in Marine Diesel Engines," IEEE Transactions on Reliability, 56, 158-166. [174,182]
15. Hoffmans, G. J. C. M., and Pilarczyk, K.W. (1995), "Local Scour Downstream of Hydraulic Structures," Journal of Hydraulic Engineering, 121, 326-340. [179]
16. Kendall, M., and Gibbons, J. D. (1990), Rank Correlation Methods, London: Hodder Education. [183]
17. Kodali, P., How, P., and McNulty,W. D. (2000), "Methods of Improving Cylinder Liner Wear," in Proceedings of 2000 SAE World Congress, Detroit, MI: Society of Automotive Engineers, SAE Paper 2000-01-0926. [173]
18. Lawless, J. (1982), Statistical Models &Methods for Lifetime Data, NewYork: Wiley. [183]
19. Lawless, J., and Crowder, M. (2004), "Covariates and Random Effects in a Gamma Process ModelWith Application to Degradation and Failure," Lifetime Data Analysis, 10, 213-227. [172,179]
20. Li, S., Csontos, A. A., Gable, B. M., Passut, C. A., and Jao, T.-C. (2002), "Wear in Cummins M-11/EGR Test Engine," in Proceedings of SAE International Fuels &Lubricants Meeting &Exhibition, Reno, NV: Society of Automotive Engineers, SAE Paper 2002-01-1672. [173]
21. Meeker, W. Q., and Escobar, L. A. (1998), Statistical Methods for Reliability Data, New York: Wiley. [172,181]
22. Park, C., and Padgett, W. J. (2005), "Accelerated Degradation Models for Failure Based on Geometric BrownianMotion and Gamma Processes," Lifetime Data Analysis, 11, 511-527. [172]
23. Singpurwalla, N. D. (1995), "Survival in Dynamic Environments," Statistical Science, 10, 86-103. [172,173,175]
24. Sulzer (1986), Service Instruction for Diesel Engine G.M.-Sulzer RT58-Type: 8 RTA 58, Winterthur: Sulzer. [174]
25. Van Noortwijk, J. M., and Klatter, H. E. (1999), "Optimal Inspection Decisions for the Block Mats of the Eastern-Scheldt Barrier," Reliability Engineering &System Safety, 65, 203-211. [179]
26. Wenocur, M. L. (1989), "A Reliability Model Based on the Gamma Process and Its Analytic Theory," Advances in Applied Probability, 21, 899-918. [173,175]