Health Status Assessment for Wind Turbine with Recurrent Neural Networks

Table 1

The selected features in SCADA data.

index	Name of the selected feature	Subsystem
1	Generator speed	control subsystem
2	Rotor speed	control subsystem
3	Generator temperature	temperature subsystem
4	Generator bearing temperature	temperature subsystem
5	Gearbox temperature	temperature subsystem
6	Gearbox bearing temperature	temperature subsystem
7	Shaft bearing temperature	temperature subsystem
8	Battery box temperature	temperature subsystem
9	Top box temperature	temperature subsystem
10	Hydraulic pressure	electrical subsystem
11	Generator cooling air temperature	temperature subsystem