Dynamic risk analysis of offloading process in floating liquefied natural gas (FLNG) platform using Bayesian Network

Journal of Loss Prevention in the Process Industries

Volumn 41, Issue , 2016, Pages 259-269

  Yeo, ChuiTing ^a   Bhandari, Jyoti ^a   Abbassi, Rouzbeh ^a   Garaniya, Vikram ^a   Chai, Shuhong ^a   Shomali, Behzad ^b  

^a UNIVERSITY OF TASMANIA   (Australia)

^b University of Kharazmi   (Iran)

Author keywords

Accident; Bayesian network; Dynamic risk analysis; FLNG; Safety barriers

Indexed keywords

ACCIDENTS; BAYESIAN NETWORKS; FAILURE ANALYSIS; GAS PLANTS; LIQUEFIED NATURAL GAS; NATURAL GAS; OFFSHORE GAS FIELDS; PETROLEUM PROSPECTING; RISK ANALYSIS; RISK ASSESSMENT; RISKS; SAFETY ENGINEERING; SENSITIVITY ANALYSIS;

CATASTROPHIC CONSEQUENCES; DIFFERENT RISK FACTORS; DYNAMIC RISKS; HIGH-RISK OPERATIONS; HOSTILE ENVIRONMENTS; OFFLOADING OPERATIONS; OIL AND GAS EXPLORATION; SAFETY BARRIERS;

FLOATING LIQUEFIED NATURAL GAS;

EID: 84963617370     PISSN: 09504230     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jlp.2016.04.002     Document Type: Article

References (51)

1. Abbassi R., Khan F., Garaniya V., Chai S., Chin C., Hossain K.A. An integrated method for human error probability assessment during the maintenance of offshore facilities. Process Saf. Environ. Prot. 2015, 94:172-179.
2. Abimbola M., Khan F., Khakzad N. Dynamic safety risk analysis of offshore drilling. J. Loss Prev. Process Ind. 2014, 30:74-85.
3. Acar, U., Ziarati, R., Ziarati, M., Collisions and Groundings - Major Causes of Accidents at Sea. 51.
4. Acar U., Ziarati R., Ziarati M. An Investigation into Colregs and Their Applications at Sea 2012, Safe Return To Port, 40.
5. Antao P., Soares C.G. Fault-tree models of accident scenarios of RoPax vessels. Int. J. Autom. Comput. 2006, 3:107-116.
6. Balasubramanian S. Construction and Operation of Loading Arms Used for LNG Carriers 2011, Marine Insight.
7. Bertolini M., Bevilacqua M., Ciarapica F., Giacchetta G. Development of risk-based inspection and maintenance procedures for an oil refinery. J. Loss Prev. Process Ind. 2009, 22:244-253.
8. Bhandari J., Abbassi R., Garaniya V., Khan F. Risk analysis of deepwater drilling operations using Bayesian network. J. Loss Prev. Process Ind. 2015, 38:11-23.
9. Blake G. Lloyd's Register of Shipping, 1760-1960 1960, Lloyd's Register.
10. Blikom L.P. Risk Assessments of Harbour Operations Involving LNG Carriers 2013, LinkedIn Corporation.
11. Bubbico R., Di Cave S., Mazzarotta B. Preliminary risk analysis for LNG tankers approaching a maritime terminal. J. Loss Prev. Process Ind. 2009, 22:634-638.
12. Cole W. Navy Ship Grounding Detailed 2009, The Honolulu Advertiser.
13. Corp.N.S Netica 2015, Norsys Software Corp, Vancouver, BC, Canada.
14. De Andrade Melani A.H., Wilfredo Roldán Silva D., Martha Souza G.F. Use of Bayesian Network to Support Risk-based Analysis of LNG Carrier Loading Operation 2014.
15. DiMattia D.G., Khan F.I., Amyotte P.R. Determination of human error probabilities for offshore platform musters. J. Loss Prev. Process Ind. 2005, 18:488-501.
16. Hightower M., Gritzo L., Luketa-Hanlin A., Covan J., Tieszen S., Wellman G., Irwin M., Kaneshige M., Melof B., Morrow C. Guidance on Risk Analysis and Safety Implications of a Large Liquefied Natural Gas (LNG) Spill over Water 2004, (DTIC Document).
17. HUGIN HUGIN Expert Software Version 8.2 2016, http://www.hugin.com.
18. Islam R., Abbassi R., Garaniya V., Khan F. Determination of human error probabilities for the maintenance operations of marine engines. J. Ship Prod. Des. 2016, 32(2):1-9.
19. Jaquette D.L. Possibilities and Probabilities in Assessment of the Hazards of the Importation of Liquefied Natural Gas 1975, RAND Corp., Santa Monica, Calif. (USA).
20. Kalantarnia M., Khan F., Hawboldt K. Dynamic risk assessment using failure assessment and Bayesian theory. J. Loss Prev. Process Ind. 2009, 22:600-606.
21. Kalantarnia M., Khan F.I., Hawboldt K. Risk assessment and management using accident precursors modeling in offshore process operation. ASME 2009 28th International Conference on Ocean, Offshore and Arctic Engineering 2009, 793-802. American Society of Mechanical Engineers.
22. Khakzad N., Khan F., Amyotte P. Safety analysis in process facilities: comparison of fault tree and Bayesian network approaches. Reliab. Eng. Syst. Saf. 2011, 96:925-932.
23. Khakzad N., Khan F., Amyotte P. Dynamic risk analysis using bow-tie approach. Reliab. Eng. Syst. Saf. 2012, 104:36-44.
24. Khakzad N., Khan F., Amyotte P. Dynamic safety analysis of process systems by mapping bow-tie into Bayesian network. Process Saf. Environ. Prot. 2013, 91:46-53.
25. Khakzad N., Khan F., Amyotte P. Quantitative risk analysis of offshore drilling operations: a Bayesian approach. Saf. Sci. 2013, 57:108-117.
26. Khakzad Rostami N. Dynamic Safety Analysis Using Advanced Approaches 2012, Memorial University of Newfoundland.
27. Khan F.I., Haddara M. Risk-based maintenance (RBM): a new approach for process plant inspection and maintenance. Process Saf. Prog. 2004, 23:252-265.
28. Kontkanen P., Myllymäki P., Silander T., Tirri H., Grunwald P. Comparing predictive inference methods for discrete domains. Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics. Citeseer 1997.
29. McCallum M.C., Raby M., Rothblum A.M. Procedures for Investigating and Reporting Human Factors and Fatigue Contributions to Marine Casualties 1996, (DTIC Document).
30. Meel A., Seider W.D. Plant-specific dynamic failure assessment using Bayesian theory. Chem. Eng. Sci. 2006, 61:7036-7056.
31. Melani A.H.d.A., Silva D.W.R., Souza G.F.M. Use of Bayesian Network to Support Risk-based Analysis of LNG Carrier Loading Operation 2014, Probabilistic Safety Assessment and Management PSAM 12, Honolulu, Hawaii.
32. Montewka J., Ehlers S., Goerlandt F., Hinz T., Tabri K., Kujala P. A framework for risk assessment for maritime transportation systems-a case study for open sea collisions involving RoPax vessels. Reliab. Eng. Syst. Saf. 2014, 124:142-157.
33. Myllymäki P., Silander T., Tirri H., Uronen P. B-course: a web-based tool for Bayesian and causal data analysis. Int. J. Artif. Intell. Tools 2002, 11:369-387.
34. Noroozi A., Abbassi R., MacKinnon S., Khan F., Khakzad N. Effects of cold environments on human reliability assessment in offshore oil and gas facilities. Hum. Factors J. Hum. Factors Ergon. Soc. 2014, 56:825-839.
35. Noroozi A., Khakzad N., Khan F., MacKinnon S., Abbassi R. The role of human error in risk analysis: application to pre- and post maintenance procedures of process facilities. Reliab. Eng. Syst. Saf. 2013, 119:251-258.
36. Nwaoha T.C., Yang Z., Wang J., Bonsall S. Adoption of new advanced computational techniques to hazards ranking in LNG carrier operations. Ocean. Eng. 2013, 72:31-44.
37. OREDA OREDA Offshore Reliability Data Handbook 2002, DNV, (PO Box).
38. Otto S., Pedersen P.T., Samuelides M., Sames P.C. Elements of risk analysis for collision and grounding of a RoRo passenger ferry. Mar. Struct. 2002, 15:461-474.
39. Pedersen P.T. Review and application of ship collision and grounding analysis procedures. Mar. Struct. 2010, 23:241-262.
40. Podofillini L., Dang V. Conventional and dynamic safety analysis: comparison on a chemical batch reactor. Reliab. Eng. Syst. Saf. 2012, 106:146-159.
41. Rasbash D. Safety aspects of liquefied natural gas in the marine environment. Fire Saf. J. 1980, 3:79-80.
42. Seamanship W. LNG Shipping Knowledge: Support Systems. Standard Operations 2008, vol. 4. Witherby Seamanship International Ltd.
43. SIGTTO LNG Shipping Knowledge: Underpinning Knowledge to the SIGTTO 2005 Standards 2008, Seamanship International.
44. Siu N. Risk assessment for dynamic systems: an overview. Reliab. Eng. Syst. Saf. 1994, 43:43-73.
45. Soares C.G., Teixeira A. Risk assessment in maritime transportation. Reliab. Eng. Syst. Saf. 2001, 74:299-309.
46. Tsinker G.P. Port Engineering: Planning, Construction, Maintenance, and Security 2004, Wiley.
47. Uusitalo L. Advantages and challenges of Bayesian networks in environmental modelling. Ecol. Model. 2007, 203:312-318.
48. Vanem E., Antão P., Østvik I., de Comas F.D.C. Analysing the risk of LNG carrier operations. Reliab. Eng. Syst. Saf. 2008, 93:1328-1344.
49. Vukmanovic O. UPDATE 1-Tanker Grounded off Nigeria May Siphon LNG to Break Free, Markets 2015, Thomson Reuters.
50. Wang J. The current status and future aspects in formal ship safety assessment. Saf. Sci. 2001, 38:19-30.
51. Yan G., Gu Y. Effect of parameters on performance of LNG-FPSO offloading system in offshore associated gas fields. Appl. Energy 2010, 87:3393-3400.