A model for consequence evaluation of ship-ship collision based on Bayesian belief network

Sustainable Maritime Transportation and Exploitation of Sea Resources - Proceedings of the 14th International Congress of the International Maritime Association of the Mediterranean, IMAM 2011

Volumn 2, Issue , 2012, Pages 721-728

  Montewka, Jakub ^a   Goerlandt, Floris ^a   Ehlers, Soren ^a   Kujala, Pentti ^a   Erceg, Sandro ^b   Polic, Drazen ^b   Klanac, Alan ^b   Hinz, Tomasz ^c   Tabri, Kristjan ^d  

^a AALTO UNIVERSITY   (Finland)

^b As2con alveus Ltd   (Croatia)

^c Foundation for Safety of Navigation and Environment Protection   (Poland)

^d TALLINN UNIVERSITY OF TECHNOLOGY   (Estonia)

Author keywords

[No Author keywords available]

Indexed keywords

COLLISION CONSEQUENCES; LITERATURE SURVEY; PRIOR PROBABILITY;

BAYESIAN NETWORKS; WATERWAY TRANSPORTATION;

SHIPS;

EID: 84896835307     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (21)

1. Antao, P. and Guedes, S.C. (2006). Fault-tree models of accident scenarios of ropax vessels. International Journal of Automation and Computing 3(2), 107-116.
2. BMT Ltd. (1986). Global Wave Statistics. London: BMT Ltd.
3. BureauVeritas (2005, April). Rules for the classification of steel ships. Technical report, Bureau Veritas.
4. Chan, H. and Darwiche, A. (2002). When do numbers really matter? Journal of artificial intelligence research 17, 265-287.
5. Darwiche, A. (2009). Modeling and Reasoning with Bayesian Networks (1 ed.). Cambridge University Press.
6. Ehlers, S. (2010). Material relation to assess the crashworthiness of ship structures. Ph.D. thesis, Aalto University, School of Science and Technology, Espoo, Finland.
7. Goerlandt, F. and P. Kujala (2011). Traffic simulation based ship collision probability modeling. Reliability Engineering & System Safety 96(1), 91-107.
8. Goerlandt, F., Montewka, J., Lammi, H. and Kujala, P. (2011). Analysis of near collisions in the gulf of finland. ESRE conference. Manuscript submitted and accepted.
9. Guarin, L., Konovessis, D., and Vassalos, D. (2009). Safety level of damaged ropax ships: Risk modelling and cost effectiveness analysis. Ocean Engineering 36(12-13), 941-951.
10. IMO (2002, April). Guidelines for formal safety assessment (fsa) for use in the imo rule-making process. MSC/Circ.1023; MEPC/Circ.392.
11. Konovesis, D. and Vassalos, D. (2007). Risk-based design for damage survivability of passenger ro-ro vessels. International Shipbuilding Progress 54, 129-144.
12. Konovessis, D. and Vassalo, D. (2008). Risk evaluation for ropax vessels. Proceedings of the Institution of Mechanical Engineers, Part M: Journal of Engineering for the Maritime Environment 222(1), 13-26.
13. Lutzen, M. (2001). Ship collision damage. Ph.D. thesis, Technical University of Denmark, Department of Mechanical Engineering.
14. Madsen, A., Lang, M., Kjrulff, U. and Jensen, F. (2003). The hugin tool for learning bayesian networks. In Nielsen, T. and Zhang, N. (Eds.), ECSQARU 2003, LNAI 2711, pp. 594-605. Springer-Verlag Berlin Heidelberg.
15. Matusiak, J. (2011). On the non-linearities of ships restoring and the froude-krylov wave load part. International Journal of Naval Architecture and Ocean Engineering 3(1).
16. Otto, S., Pedersen, P.T., Samuelides, M. and Sames, P.C. (2002). Elements of risk analysis for collision and grounding of a roro passenger ferry. Marine Structures 15(4-5), 461-474.
17. Papanikolaou, A., Mains, C., Rusaas, S., Szalek, R., Tsakalakis, N., Vassalos, D. and Zaraphonitis, G. (2010, June). Goalds-goal based damage stability. In Proceedings of the 11th International Ship Stability Workshop, Wageningen, pp. 46-57. MARIN.
18. Spanos, D. and A. Papanikolaou (2010, June). On the time dependent survivability of ropax ships. In Proceedings of the 11th International Ship Stability Workshop, Wageningen, pp. 143-147. MARIN.
19. Tabri, K. (2010). Dynamics of ship collisions. Ph.D. thesis, Aalto University, School of Science and Technology, Es-poo, Finland.
20. Vanem, E., Rusas, S., Skjong, R. and Olufsen, O. (2007). Collision damage stability of passenger ships: Holistic and risk-based approach. International Shipbuilding Progress 54(4), 323-337.
21. Vanem, E. and Skjong, R. (2004). Collision and grounding of passenger ships-risk assessment and emergency evacuations. In SNAJ (Ed.), Proceedings of the 3rd International Conference on Collision and Grounding of Ships, pp. 195-202.