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  1. Chapter and Conference Paper

    Non-invasive Sleep Assistance System Design Based on IoT

    With the accelerated pace of life in modern society, various sleep problems have become increasingly prominent and spread to younger groups. Meanwhile, people are beginning to accept the use of IoT products t...

    Dong Wang, Shiyao Qin, Zhenyu Gu in Distributed, Ambient and Pervasive Interactions (2020)

  2. 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)

  3. 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)