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OrcaFlex Manual - Orcina

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User Interface, Results<br />

Empirical Cumulative Distribution<br />

72<br />

w<br />

This smoothing technique is only applied if there is more than 200s of data in the time history.<br />

From any time history graph you can use the pop-up menu to obtain the empirical cumulative distribution graph for<br />

that time history. This graph shows what proportion of the samples in the time history are less than or equal to a<br />

given value.<br />

These graphs are sometimes referred to as Exceedence Plots since they can sometimes be used to estimate the<br />

probability that the variable will exceed a given value.<br />

Warning: The samples in a time history are not independent. They have what is called 'serial correlation',<br />

which often affects the accuracy of statistical results based on them.<br />

Rainflow half-cycle Empirical Cumulative Distribution<br />

From any time history graph you can use the pop-up menu to obtain the rainflow half-cycle empirical cumulative<br />

distribution graph for that time history. The curve on this graph is produced in the following way:<br />

1. The time history is analysed using the rainflow cycle-counting algorithm. For details of this algorithm see the<br />

paper by Rychlik.<br />

2. The rainflow algorithm produces a list of half-cycles associated with the time history. The empirical cumulative<br />

distribution of these half-cycles is then plotted.<br />

3.9.9 Range Graphs<br />

Range graphs are only available for a selection of variables and they are only available for Lines. They show the<br />

values the variable took, during a specified part of the simulation, as a function of arc length along the Line. In<br />

particular:<br />

� Range graphs show the minimum, mean and maximum values that the variable took during the specified part of<br />

the simulation with the exception that the Line Clearance range graphs only show the minimum value.<br />

� Effective tension range graphs have extra curves showing the segment Euler load and the Allowable Tension<br />

value (as specified on the Line Types data form).<br />

� Bend Moment range graphs have an extra curve showing the maximum permitted bend moment<br />

(EI / Minimum Bend Radius specified on the Line Types data form).<br />

� Curvature range graphs have an extra curve showing the maximum permitted curvature (the reciprocal of the<br />

Minimum Bend Radius specified on the Line Types data form).<br />

� Stress range graphs show the Allowable Stress (as specified on the Line Types data form).<br />

� A Standard Deviation curve can also be added to a range graph – to do this edit the graph's properties (by<br />

double clicking on the graph) and set the Standard Deviation curve's visible property (by default the curves are<br />

not visible). Two curves are then drawn, at Mean ± xσ, where x is a user chosen value and σ is the standard<br />

deviation. The standard deviation is calculated from all the samples that lie in the simulation period chosen for<br />

the graph.<br />

Warning: Be careful not to assume that 95% of the data lie in the interval Mean ± 2σ. This common guideline<br />

is based on the assumption that the data are sampled from a Normal (i.e. Gaussian) distribution.<br />

To obtain a Range Graph:<br />

� Select Range Graph on the Results form.<br />

� Select the object required.<br />

� Select the arc lengths required. This can be the entire line, a selected arc length range, or a selected line section.<br />

� Select the variable required (see Selecting Variables).<br />

� Select the period required.<br />

� CLICK the Graph button.<br />

Range graphs are displayed in Graph Windows and they are "live" – i.e. they are regularly updated during the<br />

simulation. You can therefore set up one or more graph windows at the start of a simulation and watch the graphs<br />

develop as the simulation progresses. If you reset the simulation then the curves will be removed but the graphs will

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