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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  |  View/Download:5/0  |  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  |  View/Download:13/0  |  Submit date:2018/10/30
Rotating Machinery  Automotive Engine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine  Probabilistic Committee Machine  
A new framework for intelligent simultaneous-fault diagnosis of rotating machinery using pairwise-coupled sparse Bayesian extreme learning committee machine Journal article
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2017,Volume: 231,Issue: 6,Page: 1146-1161
Authors:  Wong, Pak Kin;  Zhong, Jian-Hua;  Yang, Zhi-Xin;  Vong, Chi Man
Favorite  |  View/Download:21/0  |  Submit date:2018/10/30
Rotating Machinery  Simultaneous-fault Diagnosis  Pairwise-coupled Sparse Bayesian Extreme Learning Machine  Probabilistic Committee Machine  
Simultaneous-fault diagnosis of gearboxes using probabilistic committee machine Journal article
Sensors (Switzerland), 2016,Volume: 16,Issue: 2
Authors:  Zhong J.-H.;  Wong P.K.;  Yang Z.-X.
Favorite  |  View/Download:4/0  |  Submit date:2018/12/22
Hilbert-huang Transform  Pairwise-coupling Probabilistic Committee Machine  Simultaneous-fault Diagnosis  
Sparse Bayesian extreme learning committee machine for engine simultaneous fault diagnosis Journal article
Neurocomputing, 2016,Volume: 174,Page: 331-343
Authors:  Wong P.K.;  Zhong J.;  Yang Z.;  Vong C.M.
Favorite  |  View/Download:6/0  |  Submit date:2018/12/22
Automotive Engine  Multi-signal Fusion  Probabilistic Committee Machine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine  
Simultaneous-fault detection based on qualitative symptom descriptions for automotive engine diagnosis Journal article
Applied Soft Computing Journal, 2014,Volume: 22,Page: 238-248
Authors:  Vong C.M.;  Wong P.K.;  Wong K.I.
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
Automotive Engine Diagnosis  Decision Threshold Optimization  Fuzzy Logic  Probabilistic Classification  Simultaneous-fault Diagnosis  
Simultaneous-fault diagnosis of gas turbine generator systems using a pairwise-coupled probabilistic classifier Journal article
Mathematical Problems in Engineering, 2013,Volume: 2013
Authors:  Yang Z.;  Wong P.K.;  Vong C.M.;  Zhong J.;  Liang J.
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Simultaneous-fault diagnosis of automotive engine ignition systems using prior domain knowledge and relevance vector machine Journal article
Mathematical Problems in Engineering, 2013,Volume: 2013
Authors:  Vong C.-M.;  Wong P.-K.;  Ip W.-F.;  Chiu C.-C.
Favorite  |  View/Download:4/0  |  Submit date:2018/10/30
A new framework of simultaneous-fault diagnosis using pairwise probabilistic multi-label classification for time-dependent patterns Journal article
IEEE Transactions on Industrial Electronics, 2013,Volume: 60,Issue: 8,Page: 3372
Authors:  Vong C.-M.;  Wong P.-K.;  Ip W.-F.
Favorite  |  View/Download:5/0  |  Submit date:2018/10/30
Automotive Applications  Fault Diagnosis  Feature Extraction  Genetic Algorithms (Ga)  Ignition  Internal Combustion Engines  Multiple Signal Classification  Principal Component Analysis (Pca)  Wavelet Packets