It is obvious that by repeating the measurements the random errors can be reduced. One single test point will contain a larger random error than the average of a number of test results. The aspect of removing random errors is the very reason to have a minimum length range in the towing tank to measure the parameters and to utilize this experiment. Therefore, it is worthwhile to select a reasonable number of data points per experiment and to incorporate some checks to ensure that those data points are consistent and reliable.
 It is much more difficult to dispose of systematic errors than to get rid of the random errors. Within the same test setup or with the same computational procedures they do not vanish. The repeatability of an experiment does not indicate that systematic errors are absent. It just tells that random errors are small. The only manner to dispose of the systematic errors is to carry out the experiments at a different establishment with same models at the same conditions. In practice, this is never or only seldom done.
Usually the level of some of the parameters measured is verified by checking against calculations and statistical standards. The standard deviation of the power correlation coefficient is composed of 3 independent contributions:
• Inaccuracy of the model experiment;
• Inaccuracy of the extrapolation process, and
• Inaccuracy of the full-scale experiment.
The last contribution, which is in fact the uncertainty in the full-scale verification, gives the largest contribution to the natural variation of the power correlation coefficient (Holtrop, 2001).
 The 3 sources of uncertainty in the correlation allowance factors can be further subdivided. The uncertainty in model experiments, the inaccuracy of the extrapolation and the uncertainty of the full-scale measurements all contribute to the variation in the correlation coefficients.

-          Ref.: Muslim, Mazlan, Powering and Resistance of Fishing Vessel, Lambert Academic Publishing, Germany, 2014. Available online from www.amazon.com  and www.morebooks.de, also from www.lap-publishing.com.

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