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                         1 .oo
                       -  0.75                                    Lashed for:
                       >                                         0 zone A
                       a,
                       a,
                       3 0.50                                      zone B
                       a                                         =zone  C
                       ln
                         0.25
                         0.00
                                 5        10       15       20
                                          Speed [knots]
               Figure 3.   Risk of cargo shifting as a function of speed (route in zone B, at GMo 0.68 m)
           Calculations have also been made varying the cargo weight, the pre-tension in the lashings, and the
           coefficient of friction. The intervals of variation have been chosen based upon a study performed by
           Andersson et al. (1986). Figure 4 shows the relative risk as a function of the expected values of the
           cargo parameters. The relative risk is expressed as a percentage of the risk level when the actual cargo
           parameters are equal to the expected values. On the x-axis the cargo parameter values are given as a
           percentage of the expected value. It can be seen that even moderate changes in the cargo parameters
           can have a large influence on the risk of initial cargo shift. This points at the importance of proper
           lashing of the cargo, and of controlling the cargo parameters, such as friction.
                        5 150
                        -                                     -weight
                        >
                        a,
                        r                                        pre-tension
                        .- ln 100
                        L                                     ----friction
                        >  .-
                        a,
                        -
                        t;j  50
                           0  2L                         \.  -*  --.
                                                          --.
                             0         50        100        150       200
                                           % of expected value
                      Figure 4: Relative risk of cargo shifting as a function of cargo parameters
                                  (route in zone B, GMo = 0.68, 15 knots)
           4  DISCUSSION
           In this paper a methodology for estimating the risk of initial cargo shift for a vessel carrying unit cargo
           has been presented. The benefit of the method is that the risk of initial cargo shift is evaluated in a
           large number of different situations that are weighted with respect to their probability of occurrence.
           The results from the case studies show that the method can be used for comparing risk levels. They
           also show how loading condition and speed have a large influence on the risk of cargo shifting. It is
           also shown that controlling the cargo parameters, and establishing routines for appropriate lashing of
           the cargo is an effective means of reducing the risk. Examining the risk of cargo shifting, and trying to
           optimise the vessel and its cargo with respect to low risk may have a  large positive effect on the
           overall safety of the vessel.
           As can be seen from the results the level of the risk of initial cargo shift is rather high. However, it
           should be noted that the risk of initial cargo shift is really the risk of getting potentially dangerous
           situations. The shift mode is set to an initial motion of the cargo, and the risk presented in the results is
           the  probability that  at  least one  such  situation will  occur during the  studied time  interval, which
           explains the  rather high risk  levels in the results.  Furthermore, if the  risk  were calculated for the
           lifetime of a vessel instead of one year the risk would be one in all cases. This would imply that
           changes in ship handling, and cargo securing would have no effect on the risk of cargo shifting in the
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