Non-stationary signal combined analysis based fault diagnosis method

Considering the complementarity between the deep learning,spectrum and time frequency analysis methods,a multi-stream framework was designed by combining the convolutional network,Fourier transform and wavelet package decomposition methods,with the aim to analyze the non-stationary signal.Accordingl...

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Bibliographic Details
Main Authors: Zhe CHEN, Yuqi HU, Shiqing TIAN, Huimin LU, Lizhong XU
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2020-05-01
Series:Tongxin xuebao
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Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020099/
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