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PP rated<br />

PP rated<br />

1.0<br />

0.8<br />

0.6<br />

0.4<br />

0.2<br />

RSS0.1<br />

RSS0.1<br />

0.0 a<br />

0.2 0.4 0.6 0.8 1.0 1.2<br />

1.0<br />

0.8<br />

0.6<br />

0.4<br />

0.2<br />

u hubu rated<br />

<br />

RSS0.1 <br />

RSS0.1 <br />

<br />

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c<br />

0.0<br />

0.2 0.4 0.6 0.8 1.0 1.2<br />

u hubu rated<br />

CpCp max<br />

CpCp max<br />

1.2<br />

1.0<br />

0.8<br />

0.6<br />

0.4<br />

0.2<br />

0.2 0.4 0.6 0.8<br />

b<br />

1.0 1.2<br />

1.2<br />

1.0<br />

0.8<br />

0.6<br />

u hubu rated<br />

<br />

<br />

<br />

<br />

<br />

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0.4<br />

0.2<br />

0.2<br />

<br />

0.4 0.6 0.8<br />

d<br />

1.0 1.2<br />

u hubu rated<br />

Figure 94: (a) Scatter plot of powercurves, (b) Scatter plot of Cp curves, (c) Averaged power<br />

curves, (d) Averaged Cp curves. These plots are obtained by using the wind speed at hub<br />

height only and Cp calculated as in the IEC standards<br />

7.4.2 A better approximation of the kinetic energy flux<br />

However, as mentioned earlier, the real kinetic energy flux is obtained with Eq. (159). The<br />

kinetic energy flux for each profile measured by the lidar can be approximated by:<br />

KEprofile = <br />

0.5ρiu 3 iAi, (167)<br />

where ui is the wind speed measured at the ith height in the profile and corrected for the air<br />

density and Ai is the area of the corresponding segment of the rotor swept area (see Figure<br />

95).<br />

The ratio KEprofile/KEhub is displayed in Figure 89. The profiles from group 1 (black<br />

points) follow rather well the analytical results showing a moderate error due to the constant<br />

wind profile assumption.<br />

The non power-law profiles (group 2), on the other hand, do not follow the analytical curve<br />

and show a much larger difference between the two ways of evaluating the kinetic energy flux.<br />

The approximation of a constant wind speed over the whole rotor swept area overestimates<br />

the kinetic energy flux for most of the data of group 2 and underestimates it for a few of<br />

them.<br />

Two wind speed profiles can have the same wind speed at hub height but different kinetic<br />

energy. In a standard power curve, such profiles would have the same abscissa (hub height<br />

wind speed), whereas they would almost certainly result in different power outputs. This is<br />

partially why the two groups of wind profiles give two different power curves. The kinetic<br />

energy flux overestimation has even more impact on Cp, explaining the lower Cp for the<br />

group 2 wind profiles compared to that for group 1.<br />

Another contribution to the differences between the power curves in figure 94 can be the<br />

influence of the wind speed shear on the power output. Indeed, two wind profiles resulting<br />

in the same kinetic energy may give different turbine power output, because for some wind<br />

speed shear conditions (e.g a power law profile with a large shear exponent), the turbine is<br />

not able to extract as much energy as in other shear conditions (e.g. a constant profile).<br />

<strong>DTU</strong> Wind Energy-E-Report-0029(EN) 151<br />

i

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