The Bayesian networks applied to a steering gear system fault diagnostics

Proceedings of the International Conference on Offshore Mechanics and Arctic Engineering - OMAE

Volumn 2, Issue , 2010, Pages 639-645

  Martins, Marcelo R ^a   Da Silva, Daniel F ^a   Maruyama, Fabio M ^a   Loriggio, Fabio F ^a   Pedro, Marcelo F ^a   Varela, Marcelo ^a  

^a UNIVERSITY OF SÃO PAULO   (Brazil)

Author keywords

Bayesian belief networks; Fault detection; Fault diagnostic; Steering gear system

Indexed keywords

CONTAINER SHIPS; CREW SAFETY; EXAMPLE BASED; FAULT DIAGNOSTIC; FAULT-TREES; SHIP SECURITY; STEERING GEAR; STEERING GEAR SYSTEM;

ARCTIC ENGINEERING; DECISION THEORY; FAULT DETECTION; GEARS; INFERENCE ENGINES; SHIP STEERING EQUIPMENT;

BAYESIAN NETWORKS;

EID: 80053995804     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1115/OMAE2010-20914     Document Type: Conference Paper

References (10)

1. Charniak, E., (1991), "Bayesian Network without Tears", AI Magazine, USA, p50-63.
2. DNV, "OREDA - Offshore Reliability Data Handbook", 4th Edition, Norway, 2002.
3. Hurdle EE, Bartlet LM, Andrews JD. "System fault diagnostics using fault tree analysis". Proceedings of the 16th ARTS (Advances in Reliability Technology Symposium), Loughborough, U.K., 12-14 April 2005; 203-222.
4. Jensen FV. "Bayesian Network and Decision Graphs". Statistics for Engineering and Information Science. Springer: Berlin, 2001.
5. Kipersztok O, Dildy GA. "Evidence-based Bayesian networks approach to airplane maintenance". Proceedings of the 2002 International Joint Conference on Neural Networks, Honolulu, HI, U.S.A., vol. 3, 2002; 1887-2891.
6. Lampis, M.; Andrews, J. D., (2008), "Bayesian Belief Networks for System Fault Diagnostics", Quality and Reliabity Engineering International, DOI: 10.1002/qre.978.
7. Martins M R; Natacci F B. "Reliability Analysis of a Rotary Vane Type Steering Gear System". Proceedings of the 18th International Offshore and Polar Engineering Conference, Vancouver, 2008.
8. Martins M R; Goyano F. H. T. C. "Preliminary Hazard Analysis of fire systems of tankers". Proceedings of the 17th International Offshore and Polar Engineering Conference, Lisboa, 2007.
9. Pear, J., (1988) "Probabilistic Reasoning in Intelligent Systems: Network of Plausive Inference", Morgan Kaufmann Publishers, San Mateo, California, USA.
10. Russell, S. J., Norvig, P. "Artificial Intelligence - A Modern Approach", 2nd Edition, Prentice Hall, New Jersey, USA. 2003.