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)
176
Annual utilization period
Fig. 2. Example results of safety model simulation for ship –
probability of damages or ship systems failure occurrence for
the number of utilization periods from 0.1 to 10
Annual utilization period
Fig. 3. Example results of safety model simulation for ship –
time of repair of damages or ship systems failures for the
number of utilization periods from 0.1 to 10
Similar distribution has the characteristic of
probability density for damage occurrence in relation
to characteristic of failure occurrence. Intensity of
both events is a random process and depends on
numerous factors (quality of service, physical and
chemical phenomena), which one can not, in any
way, consider in this type of model.
Fig. 4. Probability of system damage occurrence after the time t
for the number of utilization periods from 1 to 10
Fig. 5. Probability of system failure occurrence after time t for
the number of utilization periods from 1 to 10
6 CONCLUSION
Using the properties of exponential distribution,
statistical event-tree method and Monte Carlo
method, as well as considering abovementioned real
statistical data, I have created the analytical model
simulating the probability of damage or failure on
the ship in the assumed time. It determines the
chance of event occurrence after chosen amount of
1-year utilization periods. Using the properties of
exponential distribution and the mentioned Monte
Carlo method, it was possible to simulate the times,
which are required to bring the state of system
efficiency back, for the systems which were the
subject of failure in the mentioned model of
probabilities intensity.
Calculations and simulation analysis which were
carried out, create the picture of event probability
rate on the specific units. Such simulations allow to
state, how does the damage and failure distribution
develop, for the given type of ship (in the model,
data concerning bulk carriers of tonnage from 10 to
100 thousand DWT was used) and on this basis
conclude which systems on the ship requires close
attention in the aspect of increasing the safety and
reliability of service. Moreover they can be also used
by different types of institutions responsible for
navigation safety, procedure planning, planning of
recommendations and orders applied to utilization
and design of solutions for the marine industry.
REFERENCES
Hann M., 2005: On the Possibility of Applying Reliability
Theory for the Practice of the Ship’s Structural Design, II
West-Pomeranian Science Congress, Maritime University
of Szczecin, Szczecin.
Borgoń J. & Jaźwiński J. & Klimaszewski S. & Żmudziński Z.
& Żurek J., 1998: Simulation methods for flights security
research, Science Publishinghouse SKON, Warszawa.
Corbett J., 2004: Considering alternative input parameters in an
activity-based ship fuel consumption and emissions model.
Reply to comment by Øyvind Endresen et al. on
‘‘Updated emissions from ocean shipping’’,
http://www.ocean.udel.edu/cms/jcorbett/CorbettKoehler200
4.pdf.