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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  |  View/Download:4/0  |  Submit date:2019/03/26
Fault Diagnosis  Feature Extraction  Incremental Board Learning  Non-negative Matrix Factorization  Three-phase Induction Motor  
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  
Novel Particle Swarm Optimization-Based Variational Mode Decomposition Method for the Fault Diagnosis of Complex Rotating Machinery Journal article
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2018,Volume: 23,Issue: 1,Page: 68-79
Authors:  Wang, Xian-Bo;  Yang, Zhi-Xin;  Yan, Xiao-An
Favorite  |  View/Download:16/0  |  Submit date:2018/10/30
Complex rotating machinery  fault diagnosis  particle swarm optimization (PSO)  signal processing  variational mode decomposition (VMD)  
Novel particle swarm optimization-based variational mode decomposition method for the fault diagnosis of complex rotating machinery Journal article
IEEE/ASME Transactions on Mechatronics, 2018,Volume: 23,Issue: 1,Page: 68-79
Authors:  Wang X.-B.;  Yang Z.-X.;  Yan X.-A.
Favorite  |  View/Download:6/0  |  Submit date:2018/12/22
Complex Rotating Machinery  Fault Diagnosis  Particle Swarm Optimization (Pso)  Signal Processing  Variational Mode Decomposition (Vmd)  
Novel paralleled extreme learning machine networks for fault diagnosis of wind turbine drivetrain Journal article
Memetic Computing, 2018
Authors:  Xian-Bo Wang;  Zhi-Xin Yang;  Pak Kin Wong;  Chao Deng
Favorite  |  View/Download:3/0  |  Submit date:2019/04/04
Fault Diagnosis  Vibration Analysis  Wind Turbine Drivetrain  Local Mean Decomposition  Multilayer Extreme Learning Machines  Wind Energy  
Empirical Mode Decomposition - Window Fractal (EMDWF) Algorithm in Classification of Fingerprint of Medicinal Herbs Journal article
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2017,Volume: 31,Issue: 12
Authors:  Du, Jianwei;  Xu, Zhengguang;  Mu, Zhichun;  Wang, Patrick Shen-Pei;  Tang, Yuan Yan;  Luo, Huiwu
Favorite  |  View/Download:15/0  |  Submit date:2018/10/30
Fingerprint of medicinal herbs  empirical mode decomposition (EMD)  Hausdorff fractal dimensions  segmented-windows fractal feature  
Correlated EEMD and Effective Feature Extraction for Both Periodic and Irregular Faults Diagnosis in Rotating Machinery Journal article
ENERGIES, 2017,Volume: 10,Issue: 10
Authors:  Liang, Jiejunyi;  Zhong, Jian-Hua;  Yang, Zhi-Xin
Favorite  |  View/Download:14/0  |  Submit date:2018/10/30
acoustic signal  ensemble empirical mode decomposition  sparse Bayesian extreme learning machine  sample entropy  singular value decomposition  
Correlated EEMD and effective feature extraction for both periodic and irregular faults diagnosis in rotating machinery Journal article
Energies, 2017,Volume: 10,Issue: 10
Authors:  Liang J.;  Zhong J.-H.;  Yang Z.-X.
Favorite  |  View/Download:4/0  |  Submit date:2018/12/22
Acoustic Signal  Ensemble Empirical Mode Decomposition  Sample Entropy  Singular Value Decomposition  Sparse Bayesian Extreme Learning 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  
Epileptic Seizures Prediction Using Machine Learning Methods Journal article
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2017
Authors:  Usman, Syed Muhammad;  Usman, Muhammad;  Fong, Simon
Favorite  |  View/Download:9/0  |  Submit date:2018/10/30