Research Article

Performance Analysis of a Wind Turbine Pitch Neurocontroller with Unsupervised Learning

Table 3

MSE, output power mean, and variance for different periods of sinusoidal wind speed.

Wind speed periodRBFPID
MSEMeanVarianceMSEMeanVariance

1393.897.43e+31.58e+5413.337.29e+33.22e+5
11402.227.40e + 31.97e + 5440.877.28e + 33.56e + 5
21411.057.39e + 32.29e + 5470.157.29e + 33.94e + 5
31406.357.40e + 32.31e + 5485.307.29e + 34.00e + 5
41403.147.40e + 32.25e + 5475.567.31e + 33.85e + 5
51402.167.40e + 32.25e + 5473.757.30e + 33.90e + 5
61401.057.41e + 32.25e + 5485.647.33e + 34.04e + 5
71401.217.42e + 32.20e + 5480.167.32e + 33.83e + 5
81401.047.41e + 32.14e + 5478.867.32e + 33.82e + 5
91398.407.41e + 32.09e + 5477.567.31e + 33.85e + 5