Wind Turbine Anomaly Identification Based on Improved Deep Belief Network with SCADA Data

Table 3

Economic benefit acquisition.

Fault handling items	Average wind speed during failure (m/s)	Failure time (h)	Fault loss power (kWh)	On-grid tariff ($/kWh)	Electricity loss fee ($)	Replacement cost ($)	Total ($)
Replacement of gearbox	7.2	1008	705,600	0.0887	62,727	116,427	179,154
Replacement of gearbox high-speed shaft	7.2	432	302,400	0.0887	26,822	36,383	63,205