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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.
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Acoustic Signal  Ensemble Empirical Mode Decomposition  Sample Entropy  Singular Value Decomposition  Sparse Bayesian Extreme Learning Machine  
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.
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Automotive Engine  Multi-signal Fusion  Probabilistic Committee Machine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine  
An Effective Fault Feature Extraction Method for Gas Turbine Generator System Diagnosis Journal article
Shock and Vibration, 2016,Volume: 2016
Authors:  Zhong J.-H.;  Liang J.;  Yang Z.-X.;  Wong P.K.;  Wang X.-B.
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A novel wavelet transform – empirical mode decomposition based sample entropy and SVD approach for acoustic signal fault diagnosis Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Beijing, China, 2015
Authors:  Liang J.;  Yang Z.
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Acoustic Signal  Incipient Fault Diagnosis  Sample Entropy  Singular Value Decomposition  Wavelet Transform- Empirical Mode Decomposition  
Real-time fault diagnosis for gas turbine generator systems using extreme learning machine Journal article
Neurocomputing, 2014,Volume: 128,Page: 249
Authors:  Wong P.K.;  Yang Z.;  Vong C.M.;  Zhong J.
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Extreme Learning Machine  Gas Turbine Generator System  Kernel Principal Component Analysis  Real-time Fault Diagnosis  Time-domain Statistical Features  Wavelet Packet Transform  
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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Development of a design structure matrix partitioning method towards effective design collaboration Conference paper
International Journal of Manufacturing Technology and Management
Authors:  Yang Z.;  Zhou J.;  Deng C.;  Shao X.-Y.
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Design collaboration  Design structure matrix  DSM  Manufacturing technology management  Partitioning algorithm  Process management  
Machine learning method with compensation distance technique for gear fault detection Conference paper
Proceedings of the World Congress on Intelligent Control and Automation (WCICA), Taipei, Taiwan, 21-25 June 2011
Authors:  Yang Z.;  Zhong J.;  Wong S.F.
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Artificial Neural Network  Distance Evaluation Technique  Feature Extraction  Gearbox Faults Diagnosis  Support Vector Machines  
Gearbox fault diagnosis based on artificial neural network and genetic algorithms Conference paper
Proceedings 2011 International Conference on System Science and Engineering, ICSSE 2011, Macao, China, 8-10 June 2011
Authors:  Yang Z.;  Hoi W.I.;  Zhong J.
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Artificial Neural Networks  Fault Diagnosis  Feature Selection  Genetic Algorithm  
Engineering portal with coordination mechanism for collaborative product development Conference paper
IEEM2010 - IEEE International Conference on Industrial Engineering and Engineering Management, Macao, China, 7-10 Dec. 2010
Authors:  Yang Z.;  Zhou J.
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Collaborative Product Development  Coordination  Design Structure Matrix Analysis  Engineering Portal