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  1. No Access

    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...

    Shiyao Qin, Kaixuan Wang, **ao**g Ma, Wenzhuo Wang, Mei Li in Data Science (2017)

  2. No Access

    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...

    Shiyao Qin, Kaixuan Wang, **ao**g Ma, Wenzhuo Wang, Mei Li in Data Science (2017)