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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:11/0 | TC[WOS]:15 TC[Scopus]:0 | Submit date:2019/01/17
Extreme Learning Machines (Elm)  Fault Diagnosis  Local Mean Decomposition (Lmd)  Single And Simultaneous Faults  Multistage Gearbox  
Empirical kernel map-based multilayer extreme learning machines for representation learning Journal article
NEUROCOMPUTING, 2018,Volume: 310,Page: 265-276
Authors:  Chi-Man Vong;  Chen, Chuangquan;  Wong, Pak-Kin
Favorite | View/Download:105/0 | TC[WOS]:10 TC[Scopus]:0 | Submit date:2018/10/30
Kernel Learning  Multilayer Extreme Learning Machine (Ml-elm)  Empirical Kernel Map (Ekm)  Representation Learning  Stacked Autoencoder (Sae)  
Efficient extreme learning machine via very sparse random projection Journal article
SOFT COMPUTING, 2018,Volume: 22,Issue: 11,Page: 3563-3574
Authors:  Chen, Chuangquan;  Vong, Chi-Man;  Wong, Chi-Man;  Wang, Weiru;  Wong, Pak-Kin
Favorite | View/Download:76/0 | TC[WOS]:4 TC[Scopus]:0 | Submit date:2018/10/30
Extreme Learning Machine (Elm)  Sparse-bernoulli Matrix  Very Sparse Random Projection  Dimension Reduction  Compression Layer  
Kernel-Based Multilayer Extreme Learning Machines for Representation Learning Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 3,Page: 757-762
Authors:  Wong, Chi Man;  Vong, Chi Man;  Wong, Pak Kin;  Cao, Jiuwen
Favorite | View/Download:16/0 | TC[WOS]:33 TC[Scopus]:0 | Submit date:2018/10/30
Kernel Learning  Multilayer Extreme Learning Machine (Ml-elm)  Representation Learning  Stacked Autoencoder (Sae)  
Output-feedback model-reference adaptive calibration for map-based anti-jerk control of electromechanical automotive clutches Journal article
INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2018,Volume: 32,Issue: 2,Page: 265-285
Authors:  Huang, Wei;  Wong, Pak Kin;  Zhao, Jing;  Ma, Xinbo
Favorite | View/Download:22/0 | TC[WOS]:3 TC[Scopus]:0 | Submit date:2018/10/30
Adaptive Calibration  Anti-jerk Control  Clutch Engagement  Data-driven Fuzzy Logic  
Real-time weighted multi-objective model predictive controller for adaptive cruise control systems Journal article
INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY, 2017,Volume: 18,Issue: 2,Page: 279-292
Authors:  Zhao, R. C.;  Wong, P. K.;  Xie, Z. C.;  Zhao, J.
Favorite | View/Download:32/0 | TC[WOS]:23 TC[Scopus]:0 | Submit date:2018/10/30
Adaptive Cruise Control  Model Predictive Control  Real-time Weight Tuning  Fuel Economy  Ride Comfort  
Cuckoo search-based intelligent control of a novel variable rotary valve system for engines using PID controller Journal article
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017,Volume: 32,Issue: 3,Page: 2351-2363
Authors:  Zhao, Jing;  Wong, Pak Kin;  Xie, Zhengchao;  Ma, Xinbo
Favorite | View/Download:22/0 | TC[WOS]:9 TC[Scopus]:0 | Submit date:2018/10/30
Intelligent Control  Flow Area Control  Cuckoo Search  Rotary Valve System  Variable Valve Timing  
Integrated variable speed-fuzzy PWM control for ride height adjustment of active air suspension systems Conference paper
Proceedings of the American Control Conference, Chicago, IL, JUL 01-03, 2015
Authors:  Zhao J.;  Wong P.K.;  Xie Z.;  Wei C.;  He F.
Favorite | View/Download:10/0 | TC[WOS]:5 TC[Scopus]:0 | Submit date:2019/03/26
ELM Based Representational Learning for Fault Diagnosis of Wind Turbine Equipment Conference paper
Proceedings of ELM-2015, Hangzhou, China, Dec 2015
Authors:  Zhixin Yang;  Xianbo Wang;  Pak Kin Wong;  Jianhua Zhong
Favorite | View/Download:10/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/04/02
Fault Diagnosis  Autoencoder  Wind Turbine  Representational Learning  Classification  Extreme Learning Machines  
Design of an active vehicle suspension based on an enhanced PID control with wheelbase preview and tuning using genetic algorithm Journal article
Journal of the Chinese Society of Mechanical Engineers, Transactions of the Chinese Institute of Engineers, Series C/Chung-Kuo Chi Hsueh Kung Ch'eng Hsuebo Pao, 2012,Volume: 33,Issue: 2,Page: 103-112
Authors:  Xie Z.;  Wong P.K.;  Huang X.;  Wong H.C.
Favorite | View/Download:15/0 | TC[WOS]:7 TC[Scopus]:0 | Submit date:2019/02/13
Active Vehicle Suspension  Genetic Algorithm  Nonlinear Differentiator  Wheelbase Preview