Application of Bayesian Belief networks to the human reliability analysis of an oil tanker operation focusing on collision accidents

Reliability Engineering and System Safety

Volumn 110, Issue , 2013, Pages 89-109

  Martins, Marcelo Ramos ^a   Maturana, Marcos Coelho ^a  

^a UNIVERSITY OF SÃO PAULO   (Brazil)

Author keywords

Bayesian belief networks (BBNs); Collision; Human reliability analysis (HRA); Oil tanker; Probabilistic risk assessment (PRA)

Indexed keywords

ACCIDENTS; BAYESIAN NETWORKS; BINARY TREES; RELIABILITY ANALYSIS;

COLLISION; CRITICAL ACTIVITIES; HAZARDOUS EVENTS; HUMAN ACTIONS; HUMAN RELIABILITY; HUMAN RELIABILITY ANALYSIS; MODEL SYSTEM; MODELING SYSTEMS; ORGANIZATIONAL FACTORS; PROBABILISTIC RISK ASSESSMENT; QUANTITATIVE STUDY; RISK REDUCTIONS; TANKER OPERATIONS;

OIL TANKERS;

EID: 84868307400     PISSN: 09518320     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ress.2012.09.008     Document Type: Article

References (35)

1. M. Mohadarres, M. Kaminskiy, and V. Krivtsov Reliability engineering and risk analysis: a practical guide 2st ed. 2010 CRC Press
2. International Maritime Organization (IMO). Guidelines for Formal Safety Assessment (FSA) for use in the IMO Rule-Making Process. MEPC/Circ. 392; 2002. 〈http://www.safedor.org/resources/1023-MEPC392.pdf〉.
3. Martins MR, Goyano F. Preliminary hazard analysis of fire systems of tankers. In: Proceedings of 17th international offshore and polar engineering conference; 2007. p. 3669-76. 〈http://www.isope.org/publications/ proceedings/ISOPE/ISOPE%202007/papers/I07JSC-202mart.pdf〉.
4. Martins MR, Maturana MC. The application of the Bayesian networks in the human reliability analysis. 2009 ASME International Mechanical Engineering Congress and Exposition, IMECE2009, vol. 13, November 13-19; 2009. p. 341-8. 10.1115/IMECE2009-13308
5. International Atomic Energy Agency (IAEA). Procedures for conducting probabilistic safety assessment of nuclear power plants (Level 2): accident progression, containment analysis and estimation of accident source terms. Safety series, no. 50-P-8. Vienna: International Atomic Energy Agency; 1995.
6. International Atomic Energy Agency (IAEA). Procedures for conducting probabilistic safety assessment of nuclear power plants (Level 1): a safety practice. Safety series, no. 50-P-4. Vienna: International Atomic Energy Agency; 1992.
7. I. Gertman, and S. Blackman Human reliability analysis and safety analysis data handbook 1993 John Wiley & Sons, Inc. New York
8. E. Hollnagel Human reliability assessment in context Nuclear Engineering and Technology 37 2 2005 159 166
9. E. Droguett, and R. Menêzes Human analysis through Bayesian networks: an application in maintenance of transmission lines Production 17 1 2007 162 185 10.1590/S0103-65132007000100012
10. A. Eleye-Datubo, A. Wall, and J. Wang Marine and offshore safety assessment by incorporative risk modeling in a Fuzzy-Bayesian network of an induced mass assignment paradigm Risk Analysis 28 1 2008 95 112 10.1111/j.1539-6924.2008.01004.x
11. Mohaghegh Z, Mosleh A. A causal modeling framework for assessing organizational factors and their impacts on safety performance. In: Proceedings of the eighth international conference PSAM; 2006. 10.1115/1.802442.paper271.
12. Wang YF, Xie M, Ng KM. An extended quantitative risk analysis model by incorporating human and organizational factors. 2011 IEEE International Conference on Quality and Reliability (ICQR), 12-17 September, 2011; p 361-5. 10.1109/ICQR.2011.6031742.
13. Charniak E. Bayesian network without tears. AI Magazine, 1991; 12:50-63. 10.1609/aimag.v12i4.918.
14. T. Aven, and J.T. Kvaloy Implementing the Bayesian paradigm in risk analysis Reliability Engineering and System Safety 78 2 2002 195 201 10.1016/S0951-8320(02)00161-8
15. International Maritime Organization (IMO). Consideration on utilization of Bayesian network at step 3 of FSA. Submitted by Japan, MSC 81/18/1, February 7, 2006. 〈http://legacy.sname.org/committees/tech-ops/O44/imo/msc/81-18-1. pdf〉
16. International Maritime Organization (IMO). Passenger ship safety: effective voyage planning for passenger ships. FSA - large passenger ships - navigational safety. Submitted by Norway, NAV 51/10; 2005. 〈http:// research.dnv.com/skj/FSALPS/NAV51-10.pdf〉.
17. International Maritime Organization (IMO). FSA study on ECDIS/ENCs: details on risk assessments and cost benefit assessments. Submitted by Denmark and Norway, MSC 81/24/5; February 6, 2006. 〈http://research.dnv.com/skj/ fsa-ecdis/MSC81-24-INF-9-DK-N-ECDIS.pdf〉
18. E. Vanem, P. Antão, I. Ostvik, and F.D.C. Comas Analysing the risk of LNG carrier operations Reliability Engineering and System Safety 93 9 2008 1328 1344 10.1016/j.ress.2007.07.007
19. E. Vanem, O. Endresen, and R. Skjong Cost-effectiveness criteria for marine oil spill preventive measures Reliability Engineering and System Safety 93 9 2008 1354 1368 10.1016/j.ress.2007.07.008
20. Vanem E, Gravir G, Eide MS. Effect of ENC coverage on ECDIS risk reduction. DNV Report no. 2007-0304, Det Norske Veritas; 2007. 〈http://research.dnv.com/skj/FSA-ENC/ENC.pdf〉.
21. E. Vanem, M.S. Eide, R. Skjong, G. Gravir, and A. Lepsoe Worldwide and route-specific coverage of Electronic Navigational Charts International Journal on Marine Navigation and Safety of Sea Transportation,Transnav 1 2 2007 163 169
22. P. Trucco, E. Cagno, F. Ruggeri, and O.A. Grande Bayesian belief network modeling of organizational factors in risk analysis: a case study in maritime transportation Reliability Engineering and System Safety 93 6 2008 845 856 10.1016/j.ress.2007.03.035
23. M. Lampis, and J.D. Andrews Bayesian belief networks for system fault diagnostics Quality and Reliability Engineering International 93 4 2008 409 426 10.1002/qre.978 10.1002/qre.978
24. Martins MR, Silva DF, Maruyama FM, Loriggio FF, Pedro MF, Varela M. The Bayesian networks applied to a steering gear system fault diagnostics. In: Proceedings of the 29th international conference on Ocean, Offshore and Arctic Engineering, OMAE2010, vol. 2, June 6-11, 2010; p. 639-45. 0.1115/OMAE2010- 20914.
25. A. Bobbio, L. Portinale, M. Minichino, and E. Ciancamerla Improving the analysis of dependable systems by mapping fault trees into Bayesian networks Reliability Engineering and System Safety 71 2001 249 260 10.1016/S0951-8320(00) 00077-6
26. M.R. Martins, and M.C. Maturana Human error contribution in collision and grounding of oil tankers Risk Analysis 30 2010 674 698 10.1111/j.1539-6924. 2010.01392.x
27. A. Swain, and H. Guttman Handbook of human reliability analysis with emphasis on nuclear power plant applications 1983 Sandia National Laboratories Albuquerque NUREG/CR-1278, USNRC
28. Martins MR, Maturana MC. Application of Bayesian networks in the analysis of human contribution in collision accidents. In: Proceedings of the ASME 28th international conference on Ocean, Offshore and Arctic Engineering, OMAE2009, vol. 2; 2009. p. 321-9. 10.1115/OMAE2009-79387.
29. Amrozowicz MD, Brown A, Golay M. A probabilistic analysis of tanker groundings. In: Proceedings of the 7th International Offshore and Polar Engineering Conference, ISOPE, vol. 4; 1997. p. 313-20. 〈http://www.dept. aoe.vt.edu/∼brown/Papers/ISOPE97aPaper.pdf〉.
30. Brown A, Amrozowicz M. Tanker environmental risk - putting the pieces together. Joint SNAME/SNAJ conference on designs and methodologies for collision and grounding protection of ships; 1996. 〈http://www.dept.aoe.vt.edu/ ∼brown/Papers/C&G1Paper97.pdf〉.
31. Brown A, Haugene B. Assessing the impact of management and organizational factors on the risk of tanker grounding. In: Proceedings of the 8th International Offshore and Polar Engineering Conference, ISOPE, vol. IV; 1998. p. 469-76. 〈http://www.dept.aoe.vt.edu/∼brown/Papers/ISOPE98Paper. pdf〉.
32. Bigano A, Sheehan P. Assessing the risk of oil spills in the Mediterranean: the case of the route from the Black Sea to Italy. Fondazione Eni Enrico Mattei, FEEM working paper no. 32.2006; 2006. 10.2139/ssrn.886715.
33. C. Rawson, K. Crake, and A. Brown Assessing the environmental performance of tankers in accidental grounding and collision SNAME Transactions 106 1998 41 58
34. M. Hänninen, and P. Kujala The effects of causation probability on the ship collision statistics in the Gulf of Finland International Journal on Marine Navigation and Safety of Sea Transportation,Transnav 4 1 2010 79 84
35. R.D.G. Webb, and T.M. Lamoureux Human reliability and ship stability 2003 Department of National Defense Toronto, Canada July 4