Identification method for series arc faults based on wavelet transform and deep neural network

HIGHLIGHTS

• who: Qiongfang Yu et al. from the School of Electrical Engineering and Automation, Henan Polytechnic University, Jiaozuo, China have published the article: Identification Method for Series Arc Faults Based on Wavelet Transform and Deep Neural Network, in the Journal: Energies 2020, 13, x FOR PEER REVIEW of /2020/
• what: In this paper, the discrete wavelet transform is brought to decompose a collected current signal into multi-band components.
• how: Testing results of the DNN model show that this model can operate effectively and can be applied to multiple load type applications.
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