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Single and simultaneous fault diagnosis of gearbox via a semi-supervised and high-accuracy adversarial learning framework Journal article
Liang,Pengfei, Deng,Chao, Wu,Jun, Yang,Zhixin, Zhu,Jinxuan, Zhang,Zihan. Single and simultaneous fault diagnosis of gearbox via a semi-supervised and high-accuracy adversarial learning framework[J]. Knowledge-Based Systems, 2020, 198, 105895.
Authors:  Liang,Pengfei;  Deng,Chao;  Wu,Jun;  Yang,Zhixin;  Zhu,Jinxuan; et al.
Favorite | TC[WOS]:62 TC[Scopus]:71  IF:7.2/7.4 | Submit date：2021/03/11
Adversarial Learning  Continuous Wavelet Transform  Fault Diagnosis  Gearbox  Simultaneous  Single  
Single and Simultaneous Fault Diagnosis With Application to a Multistage Gearbox: A Versatile Dual-ELM Network Approach Journal article
Yang, Zhi-Xin, Wang, Xian-Bo, Wong, Pak Kin. Single and Simultaneous Fault Diagnosis With Application to a Multistage Gearbox: A Versatile Dual-ELM Network Approach[J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14(12), 5245-5255.
Authors:  Yang, Zhi-Xin;  Wang, Xian-Bo;  Wong, Pak Kin
Favorite | TC[WOS]:53 TC[Scopus]:71  IF:11.7/11.4 | 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
Zhong, Jian-Hua, Wong, Pak Kin, Yang, Zhi-Xin. Fault diagnosis of rotating machinery based on multiple probabilistic classifiers[J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018, 108, 99-114.
Authors:  Zhong, Jian-Hua;  Wong, Pak Kin;  Yang, Zhi-Xin
Favorite | TC[WOS]:70 TC[Scopus]:82  IF:7.9/8.0 | 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
Wong, P. K., Zhong, J.H., Yang, Z. X., Vong, C. M.. A new framework for intelligent simultaneous-fault diagnosis of rotating machinery using pairwise-coupled sparse Bayesian extreme learning committee machine[J]. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science (SCI-E), 2017, 1146-1161.
Authors:  Wong, P. K.;  Zhong, J.H.;  Yang, Z. X.;  Vong, C. M.
Favorite |  | Submit date：2022/08/09
Rotating machinery  simultaneous-fault diagnosis  pairwise-coupled 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
Wong, Pak Kin, Zhong, Jian-Hua, Yang, Zhi-Xin, Vong, Chi Man. A new framework for intelligent simultaneous-fault diagnosis of rotating machinery using pairwise-coupled sparse Bayesian extreme learning committee machine[J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2017, 231(6), 1146-1161.
Authors:  Wong, Pak Kin;  Zhong, Jian-Hua;  Yang, Zhi-Xin;  Vong, Chi Man
Favorite | TC[WOS]:11 TC[Scopus]:12  IF:1.8/1.9 | 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
Zhong J.-H., Wong, Pak Kin, Yang Z.-X.. Simultaneous-fault diagnosis of gearboxes using probabilistic committee machine[J]. Sensors, 2016, 16(2).
Authors:  Zhong J.-H.;  Wong, Pak Kin;  Yang Z.-X.
Favorite | TC[WOS]:30 TC[Scopus]:32 | 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
Wong, Pak Kin, Zhong, Jianhua, Yang, Zhixin, Vong, Chi Man. Sparse Bayesian extreme learning committee machine for engine simultaneous fault diagnosis[J]. Neurocomputing, 2016, 174, 331-343.
Authors:  Wong, Pak Kin;  Zhong, Jianhua;  Yang, Zhixin;  Vong, Chi Man
Favorite | TC[WOS]:62 TC[Scopus]:76 | Submit date：2018/12/22
Automotive Engine  Multi-signal Fusion  Probabilistic Committee Machine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine  
Sparse Bayesian Extreme Learning Committee Machine for Engine Simultaneous Fault Diagnosis Journal article
Wong, P. K., Zhong, J.H., Yang, Z. X., Vong, C. M.. Sparse Bayesian Extreme Learning Committee Machine for Engine Simultaneous Fault Diagnosis[J]. Neurocomputing (SCI-E), 2016, 331-343.
Authors:  Wong, P. K.;  Zhong, J.H.;  Yang, Z. X.;  Vong, C. M.
Favorite |   IF:5.5/5.5 | Submit date：2022/08/09
Automotive Engine  Multi-signal Fusion  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine  Probabilistic Committee Machine  
Simultaneous-fault Detection based on Qualitative Symptom Descriptions for Automotive Engine Diagnosis Journal article
Vong, C. M., Wong, Pak Kin, Wong, K.I.. Simultaneous-fault Detection based on Qualitative Symptom Descriptions for Automotive Engine Diagnosis[J]. Applied Soft Computing, 2014, 22, 238-248.
Authors:  Vong, C. M.;  Wong, Pak Kin;  Wong, K.I.
Favorite |   IF:7.2/7.0 | Submit date：2022/08/09
Simultaneous-fault Diagnosis  Fuzzy Logic  Probabilistic Classification  Decision Threshold Optimization  Automotive Engine Diagnosis  
Simultaneous-fault detection based on qualitative symptom descriptions for automotive engine diagnosis Journal article
Vong C.M., Wong P.K., Wong K.I.. Simultaneous-fault detection based on qualitative symptom descriptions for automotive engine diagnosis[J]. Applied Soft Computing Journal, 2014, 22, 238-248.
Authors:  Vong C.M.;  Wong P.K.;  Wong K.I.
Favorite | TC[WOS]:26 TC[Scopus]:29 | Submit date：2019/02/13
Automotive Engine Diagnosis  Decision Threshold Optimization  Fuzzy Logic  Probabilistic Classification  Simultaneous-fault Diagnosis