Research Article
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 |
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