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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...
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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...