Human reliability analysis in aviation maintenance by a bayesian network approach

Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures - Proceedings of the 11th International Conference on Structural Safety and Reliability, ICOSSAR 2013

Volumn , Issue , 2013, Pages 2091-2096

  Chen, W ^a   Huang, S P ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

AVIATION MAINTENANCE; CLASSIFICATION SYSTEM; CONDITIONAL PROBABILITY TABLES; DEPENDENCE RELATION; HUMAN RELIABILITY ANALYSIS; INSPECTION RELIABILITY; MAINTENANCE PERFORMANCE; PROBABILISTIC RISK ASSESSMENT;

BAYESIAN NETWORKS; LARGE SCALE SYSTEMS; MAINTENANCE; RISK ASSESSMENT; SAFETY ENGINEERING;

RELIABILITY ANALYSIS;

EID: 84892376648     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Baaran J. 2009. Study on Visual Inspection of composite structures. European Aviation Safety Agency.
2. Cooper, G. F., & Herskovits, E. 1992. A Bayesian method for the induction of probabilistic networks from data. Machine learning, 9(4): 309-347.
3. Dhillon, B.S. 1986. Human Reliability:With Human Factors. Oxford, UK: Pergamon Books Inc.
4. Drury, C. G., & Watson, J. 2002. Good practices in visual inspection. Human factors in aviation maintenance-phase nine, progress report, FAA/Human Factors in Aviation Maintenance. [Online] Available from: http://hfskyway.faa. gov.
5. Heckerman D., Meek C., Cooper G. 1997. A Bayesian approach to causal discovery. In Glymour C & Cooper G. (eds), Computation, Causation, and Discovery: 141-165. Cambridge: Mit Press.
6. Kanki, B. G., & Brasil, C. L. 2009. Analysis of ramp damage incidents and implications for future composite aircraft structure. NASA Technical report.
7. Kuhnert, P. M., & Hayes, K. R. 2009. How believable is your BBN. In: Proceedings of the 18thWorld IMACS/MODSIM Congress: 13-17. Cairns, Australia.
8. Vagias N. 2010. A Bayesian Network Application for the Prediction of Human Fatigue in the Marine Industry. Unpublished dissertation, National Technical University of Athens.
9. Schmidt, J. K., Lawson, D., & Figlock, R. 2000. Human factors analysis and classification system-maintenance extension (HFACS-ME) review of select NTSB maintenance mishaps: An update. School of Aviation Safety Naval Postgraduate School, Monterey, CA.
10. Xie, H.W., Sun, Z. Q., Li, X. X., LI, Z.Y., Zhang, M., Shi, X. J., & Li, L. 2007. An overview of typical methods for human reliability analysis. Journal-National University of Defense Technology, 29(2): 101.