Research Article
Performance Analysis of a Wind Turbine Pitch Neurocontroller with Unsupervised Learning
Table 10
Variation of MSE, output power mean, and variance with the control period.
| | Control period (ms) | RBF | PID | | MSE | Mean | Variance | MSE | Mean | Variance |
| | 10 | 292.86 | 7.20e + 3 | 1.82e + 5 | 401.24 | 7.26e + 3 | 2.82e + 5 | | 20 | 288.39 | 7.20e + 3 | 1.76e + 5 | 401.21 | 7.26e + 3 | 2.79e + 5 | | 30 | 285.66 | 7.20e + 3 | 1.72e + 5 | 401.40 | 7.26e + 3 | 2.81e + 5 | | 40 | 284.63 | 7.20e + 3 | 1.71e + 5 | 398.58 | 7.26e + 3 | 2.79e + 5 | | 50 | 284.28 | 7.20e + 3 | 1.70e + 5 | 402.38 | 7.26e + 3 | 2.80e + 5 | | 60 | 282.29 | 7.20e + 3 | 1.69e + 5 | 402.12 | 7.26e + 3 | 2.80e + 5 | | 70 | 285.12 | 7.19e + 3 | 1.72e + 5 | 400.91 | 7.26e + 3 | 2.80e + 5 | | 80 | 284.77 | 7.20e + 3 | 1.71e + 5 | 399.21 | 7.26e + 3 | 2.80e + 5 | | 90 | 285.70 | 7.20e + 3 | 1.72e + 5 | 399.32 | 7.26e + 3 | 2.79e + 5 | | 100 | 285.85 | 7.20e + 3 | 1.72e + 5 | 397.95 | 7.26e + 3 | 2.78e + 5 |
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