Research Article
Robust Fault Detection of Wind Energy Conversion Systems Based on Dynamic Neural Networks
Table 6
Evaluation of the suggested FDS for the constant and adaptive thresholds.
| | Fault type | Number of false alarms | Number of missed alarms | | | Constant | Adaptive | Constant | Adaptive | Constant | Adaptive |
| | f
1 | 29:
for all of the samples during 300 seconds | 13:
for all of the samples during 300 seconds | 3 | 2 | 0.2 | 0.05 | | f
2 | 348 | 74 | 0.3 | 0.4 | | f
3 | 3 | 3 | 0.25 | 0.1 | | f
4 | 235 | 41 | 1.5 | 0.6 | | f
5 | 3 | 1 | 0.2 | 0.2 | | f
6 | 3 | 2 | 0.1 | 0.1 | | f
7 | 79 | 11 | 0.1 | 0.3 | | f
8 | 245 | 39 | 0.5 | 0.35 |
|
|
