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Chapter 4 Vortex detection - Computer Graphics and Visualization

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¯ vortex rotation direction: ×Ò «Û<br />

¯ vortex angular velocity: ¡Ø<br />

4.5. The winding-angle method<br />

È <br />

Ð «ÛÐ<br />

<strong>Visualization</strong> of the vortices can be accomplished by mapping their attributes to icons:<br />

the first three attributes are mapped to an ellipse. The angular velocity is visualized<br />

by adding wheel spokes to the ellipse, the number of which is made proportional to<br />

the angular velocity: fast rotation is suggested by many spokes, slow rotation by few.<br />

Finally, the rotation direction of a vortex is visualized by arrow heads.<br />

4.5.2 Example<br />

To test this method, we use the same flow past the tapered cylinder as in Section 4.1.<br />

First, we apply the winding-angle method to select streamlines from six slices in various<br />

z-planes, to show varying patterns. The selection criteria are: «Û <strong>and</strong><br />

ÑÜ× .<br />

Next, we apply clustering with maximum cluster radius 0.5, <strong>and</strong> quantification,<br />

which results in the numeric attributes listed in Table 4.2. This table reveals that for Þ<br />

, there is only one counterclockwise vortex, for Þ , there are two vortices,<br />

one clockwise <strong>and</strong> one counterclockwise, <strong>and</strong> for Þ , the counterclockwise vortex<br />

has disappeared, leaving only a large clockwise vortex.<br />

z-plane #vortices ÑÜ Ï ÑÜ Ï<br />

16 1 - 0.5305<br />

17 1 - 0.5832<br />

18 1 0.6216 0.2076<br />

19 2 0.8446 0.4968<br />

20 2 1.1138 0.6117<br />

21 1 - 0.9370<br />

Table 4.2: Statistics of the vortices in the flow past a tapered cylinder.<br />

Figure 4.15 shows the visualization of these vortices. Grey streamlines show the<br />

global flow patterns, with the flow going from left to right past the cylinder, which is<br />

drawn as a semi-circle on the left. Selected streamlines are drawn in black. The ellipses<br />

approximate the shape <strong>and</strong> size of the vortices, with arrows indicating the rotation<br />

direction, <strong>and</strong> the number of spokes indicating the rotation speed (vortex strength):<br />

more spokes indicate faster rotation.<br />

The middle image on the back cover shows a slightly different visualization of<br />

Figure 4.15e Þ , with different ellipse icons. These do not have the varying<br />

number of spokes, but the colour indicates the rotation direction: the red ellipse shows<br />

counterclockwise rotation, the green one clockwise rotation.<br />

This example shows that this method produces better results than the physical criteria<br />

or the curvature centre method. One advantage is that it finds rotating structures<br />

67

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