Research Article

Robust Fault Detection of Wind Energy Conversion Systems Based on Dynamic Neural Networks

Table 4

Faults specifications in the integrated test.

LocationTypeStart timeStop time

Generator's angular velocity sensorProportional +2% (f 1)3070
Pitch actuator of the blade 1Change in and (f 2)80120
Generator's angular velocity sensorProportional −10% (f 3)120150
Pitch sensor of the blade 1Positive bias +1° (f 4)160180
Generator's angular velocity sensorProportional +5% (f 5)190210
Generator's angular velocity sensorProportional −2% (f 6)220230
Pitch sensor of the blade 1Negative bias −0.8° (f 7)240260
Pitch actuator of the blade 1Change in and (f 8)265290