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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]:26 TC[Scopus]:36 | 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]:4 | Submit date:2021/03/11
Convolutional neural networks  Fault diagnosis  Frequency spectrograms  Rolling bearing  
Wind turbine fault diagnosis based on Gaussian process classifiers applied to operational data Journal article
Renewable Energy, 2019,Volume: 134,Page: 357-366
Authors:  Yanting Li;  Shujun Liu;  Lianjie Shu
Favorite |  | TC[WOS]:25 TC[Scopus]:27 | Submit date:2019/08/01
Conditional Monitoring  Gaussian Process Classification  Predictive Fault Diagnosis  Support Vector Machine  Wind Turbine  
A Fault Diagnostic Method for Induction Motors Based on Feature Incremental Broad Learning and Singular Value Decomposition Journal article
IEEE Access, 2019,Volume: 7,Page: 157796-157806
Authors:  Jiang,Sai Biao;  Wong,Pak Kin;  Liang,Yan Chun
Favorite |  | TC[WOS]:5 TC[Scopus]:7 | Submit date:2021/03/09
Fault diagnosis  feature extraction  incremental broad learning  induction motor  singular value decomposition  
An Efficient Fault Diagnostic Method for Three-Phase Induction Motors Based on Incremental Broad Learning and Non-Negative Matrix Factorization Journal article
IEEE Access, 2019,Volume: 7,Page: 17780-17790
Authors:  Jiang S.B.;  Wong P.K.;  Guan R.;  Liang Y.;  Li J.
Favorite |  | TC[WOS]:14 TC[Scopus]:18 | Submit date:2019/03/26
Fault Diagnosis  Feature Extraction  Incremental Board Learning  Non-negative Matrix Factorization  Three-phase Induction Motor  
A Rotating Machinery Fault Diagnosis Method Based on Feature Learning of Thermal Images Journal article
IEEE Access, 2019,Volume: 7,Page: 12348-12359
Authors:  Jia,Zhen;  Liu,Zhenbao;  Vong,Chi Man;  Pecht,Michael
Favorite |  | TC[WOS]:20 TC[Scopus]:26 | Submit date:2021/03/11
bag-of-visual-words  convolutional neural network  Fault diagnosis  feature recognition  infrared thermography