Condition-based maintenance of machines using hidden Markov models

Mechanical Systems and Signal Processing

Volumn 14, Issue 4, 2000, Pages 597-612

  Bunks, Carey ^a   McCarthy, Dan ^a   Al Ani, Tarik ^b  

^a BBN TECHNOLOGIES   (United States)

^b ESIEE PARIS   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; HELICOPTERS; MACHINE VIBRATIONS; MAINTENANCE; MARKOV PROCESSES; MATHEMATICAL MODELS; SPEECH PROCESSING; VIBRATION MEASUREMENT;

CONDITION BASED MAINTENANCE; HELICOPTER GEARBOX DATA SET; HIDDEN MARKOV MODEL;

GEARS;

EID: 0034215428     PISSN: 08883270     EISSN: None     Source Type: Journal    
DOI: 10.1006/mssp.2000.1309     Document Type: Article

References (6)

1. L. A. LIPORACE 1982 IEEE Transactions on Information Theory IT-28, 729-734. Maximum likelihood estimation for multivariate observations of markov sources.
2. W. D. MARK 1992 In Noise and Vibration Control Engineering: Principles and Applications, pp. 735-770. New York: John Wiley & Sons. Elements of gear noise prediction.
3. A. B. PORITZ 1982 Proceedings of ICASSP, Paris, France, May, 1291-1294. Linear predictive hidden markov models and the speech signal.
4. L. R. RABINER 1989 Proceedings of the IEEE 77, 257-285. A tutorial on hidden markov models and selected applications in speech recognition.
5. L. R. RABINER and R. W. SCHAFER 1978 Digital Processing of Speech Signals. Englewood Cliffs, NJ: Prentice-Hall.
6. H. L. VAN TREES 1968 Detection, Estimation, and Modulation Theory: Part I. New York: John Wiley & Sons.