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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]:22 TC[Scopus]:23 | 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]:11 | 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]:26 TC[Scopus]:36 | Submit date:2021/03/11
Compound fault diagnosis  Convolutional neural network  Gearbox  Multi-label  Wavelet transform  
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]:24 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]:17 | 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  
Single and Simultaneous Fault Diagnosis With Application to a Multistage Gearbox: A Versatile Dual-ELM Network Approach Journal article
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018,Volume: 14,Issue: 12,Page: 5245-5255
Authors:  Yang, Zhi-Xin;  Wang, Xian-Bo;  Wong, Pak Kin
Favorite |  | TC[WOS]:27 TC[Scopus]:33 | Submit date:2019/01/17
Extreme Learning Machines (Elm)  Fault Diagnosis  Local Mean Decomposition (Lmd)  Single And Simultaneous Faults  Multistage Gearbox  
Fault diagnosis of rotating machinery based on multiple probabilistic classifiers Journal article
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018,Volume: 108,Page: 99-114
Authors:  Zhong, Jian-Hua;  Wong, Pak Kin;  Yang, Zhi-Xin
Favorite |  | TC[WOS]:38 TC[Scopus]:45 | Submit date:2018/10/30
Rotating Machinery  Automotive Engine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine  Probabilistic Committee Machine