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Intelligent fault diagnosis of rotating machinery via wavelet transform, generative adversarial nets and convolutional neural network Journal article
Measurement: Journal of the International Measurement Confederation, 2020,Volume: 159
Authors:  Liang,Pengfei;  Deng,Chao;  Wu,Jun;  Yang,Zhixin
Favorite |  | TC[WOS]:17 TC[Scopus]:21 | Submit date:2021/03/11
Convolutional neural net  Fault diagnosis  Generative adversarial nets  Rotating machinery  Wavelet transform  
Intelligent Fault Diagnosis via Semisupervised Generative Adversarial Nets and Wavelet Transform Journal article
IEEE Transactions on Instrumentation and Measurement, 2020,Volume: 69,Issue: 7,Page: 4659-4671
Authors:  Liang,Pengfei;  Deng,Chao;  Wu,Jun;  Li,Guoqiang;  Yang,Zhixin;  Wang,Yuanhang
Favorite |  | TC[WOS]:11 TC[Scopus]:12 | Submit date:2021/03/11
Fault diagnosis  rotating machinery  semisupervised generative adversarial nets (SSGANs)  wavelet transform (WT)  
Single and simultaneous fault diagnosis of gearbox via a semi-supervised and high-accuracy adversarial learning framework Journal article
Knowledge-Based Systems, 2020,Volume: 198
Authors:  Liang,Pengfei;  Deng,Chao;  Wu,Jun;  Yang,Zhixin;  Zhu,Jinxuan;  Zhang,Zihan
Favorite |  | TC[WOS]:8 TC[Scopus]:10 | Submit date:2021/03/11
Adversarial learning  Continuous wavelet transform  Fault diagnosis  Gearbox  Simultaneous  Single  
Compound Fault Diagnosis of Gearboxes via Multi-label Convolutional Neural Network and Wavelet Transform Journal article
Computers in Industry, 2019,Volume: 113
Authors:  Liang,Pengfei;  Deng,Chao;  Wu,Jun;  Yang,Zhixin;  Zhu,Jinxuan;  Zhang,Zihan
Favorite |  | TC[WOS]:23 TC[Scopus]:33 | Submit date:2021/03/11
Compound fault diagnosis  Convolutional neural network  Gearbox  Multi-label  Wavelet transform  
Intelligent fault diagnosis of rolling element bearing based on convolutional neural network and frequency spectrograms Conference paper
2019 IEEE International Conference on Prognostics and Health Management, ICPHM 2019
Authors:  Liang,Pengfei;  Deng,Chao;  Wu,Jun;  Yang,Zhixin;  Zhu,Jinxuan
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2021/03/11
Convolutional neural networks  Fault diagnosis  Frequency spectrograms  Rolling bearing  
A Semi-Supervised Fault Diagnosis Framework for a Gearbox Based on Generative Adversarial Nets Conference paper
2018 IEEE 8th International Conference on Underwater System Technology: Theory and Application, USYS 2018
Authors:  Liang,Pengfei;  Deng,Chao;  Wu,Jun;  Yang,Zhixin;  Wang,Yuanhang
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/11
fast Fourier transform  Fault diagnosis  gearbox  generative adversarial nets  semi-supervised