Deep-Learning-Based Earth Fault Detection Using Continuous Wavelet Transform and Convolutional Neural Network in Resonant Grounding Distribution Systems

Feature extraction for fault signals is critical and difficult in all kinds of fault detection schemes. A novel simple and effective method of faulty feeder detection in resonant grounding distribution systems based on the continuous wavelet transform (CWT) and convolutional neural network (CNN) is...

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Veröffentlicht in:IEEE sensors journal 2018-02, Vol.18 (3), p.1291-1300
Hauptverfasser: Guo, Mou-Fa, Zeng, Xiao-Dan, Chen, Duan-Yu, Yang, Nien-Che
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Sprache:eng
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