Abnormal Detection of Wind Turbine Based on SCADA Data Mining

Table 3

Feature parameters’ code of rotor speed prediction.

Gearbox	Temp. gearbox, temp. gearbox bearing, temp. shaft bearing
Power grid	Reactive power
Generator	Temp. generator 1, temp. generator 2, generator speed (CCU), generator speed (PLC), temp. generator cooling air
Environment variable	Temp. ambient, wind speed
Nacelle	Temp. nacelle, tower acceleration, nacelle position
Rotor system	Rotor speed (PLC), temp. hub
Wind deviation	Wind deviation 10 sec.