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

Figure 12

(a) Prediction result of the WT generator model. (b) Prediction result of the WT gearbox model. (c) Prediction result of the whole WT model. (d) The EWMA chart of the WT generator under fault condition. (e) The EWMA chart of the WT gearbox under fault condition. (f) The EWMA chart of the whole WT under fault condition.

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