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 period | RBF | PID | MSE | Mean | Variance | MSE | Mean | Variance |
| 1 | 393.89 | 7.43e + 3 | 1.58e + 5 | 413.33 | 7.29e + 3 | 3.22e + 5 | 11 | 402.22 | 7.40e + 3 | 1.97e + 5 | 440.87 | 7.28e + 3 | 3.56e + 5 | 21 | 411.05 | 7.39e + 3 | 2.29e + 5 | 470.15 | 7.29e + 3 | 3.94e + 5 | 31 | 406.35 | 7.40e + 3 | 2.31e + 5 | 485.30 | 7.29e + 3 | 4.00e + 5 | 41 | 403.14 | 7.40e + 3 | 2.25e + 5 | 475.56 | 7.31e + 3 | 3.85e + 5 | 51 | 402.16 | 7.40e + 3 | 2.25e + 5 | 473.75 | 7.30e + 3 | 3.90e + 5 | 61 | 401.05 | 7.41e + 3 | 2.25e + 5 | 485.64 | 7.33e + 3 | 4.04e + 5 | 71 | 401.21 | 7.42e + 3 | 2.20e + 5 | 480.16 | 7.32e + 3 | 3.83e + 5 | 81 | 401.04 | 7.41e + 3 | 2.14e + 5 | 478.86 | 7.32e + 3 | 3.82e + 5 | 91 | 398.40 | 7.41e + 3 | 2.09e + 5 | 477.56 | 7.31e + 3 | 3.85e + 5 |
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