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Chapter and Conference Paper
An Improved SVM Based Wind Turbine Multi-fault Detection Method
A fault detection method bases on wind turbines (WTs) supervisory control and data acquisition (SCADA) is proposed, principal component analysis (PCA) was used to reduce the dimension of target features to 1-D...
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Chapter and Conference Paper
Ensemble Learning-Based Wind Turbine Fault Prediction Method with Adaptive Feature Selection
In this paper we present a wind turbine (WT) fault detection method based on ensemble learning, WT supervisory control and data acquisition (SCADA) is used for model building. In feature selection process, ran...