Formal safety assessment of fishing vessels: risk and maintenance modelling

Comparisons of the safety record of the fishing industry with other industrial sectors indicate that it continues to be the most dangerous occupation by a significant margin. Satety data from fishing vessels are scarce and often accompanied with a high degree of uncertainty. For this reason the use of conventional probabilistic risk assessment may not be well suited. This paper proposes two novel approaches for risk and maintenance modelling of fishing vessels. An approach using fuzzy set theory (FST) is developed to model the occurrence likelihood and consequences for the identified hazards on a fishing vessel. As the time between maintenance opportunities of a fishing vessel can vary considerably, it allows for failures on the machinery to propagate and lead to a catastrophic breakdown. A model using delay time analysis (DTA) is proposed to ascertain the optimal inspection period for fishing vessel equipment depending on the criteria selected. The two criteria modelled are down time and cost. As both these criteria may not be satisfied simultaneously, a best compromise is proposed. Test data from an ocean going trawler are used to demonstrate the two proposed approaches and the results obtained are discussed in detail.

[1]  R C Barnard,et al.  A new approach to risk assessment integrating scientific evaluation and economic assessment of costs and benefits. , 1996, Regulatory toxicology and pharmacology : RTP.

[2]  Alan Wall,et al.  Optimal inspection period for fishing vessel equipment : A cost and downtime model using delay Time Analysis , 2001 .

[3]  David I Blockley Analysis of subjective assessments of structural failures , 1978 .

[4]  J. Bowles,et al.  Application of fuzzy logic to reliability engineering , 1995, Proc. IEEE.

[5]  T. Runkler,et al.  A set of axioms for defuzzification strategies towards a theory of rational defuzzification operators , 1993, [Proceedings 1993] Second IEEE International Conference on Fuzzy Systems.

[6]  Hiromitsu Kumamoto,et al.  Probabilistic Risk Assessment , 1996 .

[7]  D. I. Blockley,et al.  The role of fuzzy sets in civil engineering , 1979 .

[8]  T. Ruxton,et al.  A preliminary study of fishing vessel safety , 2002 .

[9]  Rose Baker,et al.  Estimating the delay-time distribution of faults in repairable machinery from failure data , 1991 .

[10]  Anand Pillay Formal safety assessment of fishing vessels , 2002 .

[11]  Christian Preyssl,et al.  Safety risk assessment and management—the ESA approach , 1995 .

[12]  A. H. Christer,et al.  Delay Time Models of Industrial Inspection Maintenance Problems , 1984 .

[13]  L. Zadeh,et al.  Fuzzy sets and applications : selected papers , 1987 .

[14]  Francis K.N. Leung,et al.  Using delay‐time analysis to study the maintenance problem of gearboxes , 1996 .

[15]  A. H. Christer,et al.  An Operational Research Approach to Planned Maintenance: Modelling P.M. for a Vehicle Fleet , 1984 .

[16]  Wenbin Wang,et al.  Subjective estimation of the delay time distribution in maintenance modelling , 1997 .

[17]  Wenbin Wang,et al.  A case study of modelling preventive maintenance of a production plant using subjective data , 1998, J. Oper. Res. Soc..

[18]  Rose Baker,et al.  Developing and Testing the Delay-Time Model , 1993 .

[19]  A. H. Christer,et al.  O.R. modelling of the deterioration and maintenance of concrete structures , 1997 .

[20]  George J. Klir,et al.  Fuzzy sets and fuzzy logic - theory and applications , 1995 .

[21]  Jin Wang,et al.  Risk assessment of fishing vessels using fuzzy set approach , 2002 .

[22]  A. H. Christer,et al.  Reducing Production Downtime Using Delay-Time Analysis , 1984 .

[23]  A. H. Christer,et al.  Inspection practices for concrete structures in the UK , 1989 .

[24]  Madan M. Gupta,et al.  Introduction to Fuzzy Arithmetic , 1991 .

[25]  A. H. Christer,et al.  Modelling maintenance practice of production plant using the delay-time concept , 1995 .

[26]  W. Pedrycz,et al.  An introduction to fuzzy sets : analysis and design , 1998 .

[27]  Lotfi A. Zadeh,et al.  Outline of a New Approach to the Analysis of Complex Systems and Decision Processes , 1973, IEEE Trans. Syst. Man Cybern..