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Ensemble learning-based structural health monitoring by Mahalanobis distance metrics Journal article
Structural Control and Health Monitoring, 2021,Volume: 28,Issue: 2
Authors:  Sarmadi,Hassan;  Entezami,Alireza;  Saeedi Razavi,Behzad;  Yuen,Ka Veng
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Damage detection  ensemble learning  environmental variability  Mahalanobis distance  structural health monitoring  unsupervised learning  
Fast Algorithm Based on Parallel Computing for Sample Entropy Calculation Journal article
IEEE Access, 2021
Authors:  Dong X.;  Chen C.;  Geng Q.;  Zhang W.;  Zhang X.D.
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Acceleration  Algorithm  Biomedical Monitoring  Entropy  Fast Computation  Graphics Processing Unit  Graphics Processing Units  Kernel  Parallel Computing  Sample Entropy  Standards  Time Series Analysis  
Operating Reserve Quantification Using Prediction Intervals of Wind Power: An Integrated Probabilistic Forecasting and Decision Model Journal article
IEEE Transactions on Power Systems, 2021
Authors:  Zhao,Changfei;  Wan,Can;  Song,Yonghua
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Forecasting  machine learning  mixed integer linear programming  Operating reserve  prediction interval  probabilistic forecasting  Probabilistic logic  Stochastic processes  Uncertainty  Upper bound  Wind forecasting  wind power  Wind power generation  
Bayesian Rayleigh wave inversion with an unknown number of layers Journal article
Earthquake Engineering and Engineering Vibration, 2020,Volume: 19,Issue: 4,Page: 875-886
Authors:  Yuen,Ka Veng;  Yang,Xiao Hui
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Bayesian model class selection  generalized r/t coefficients algorithm  genetic algorithm  inversion of Rayleigh wave  number of layers  
Control of nonlinear systems under dynamic constraints: A unified barrier function-based approach Journal article
Automatica, 2020,Volume: 119
Authors:  Zhao,Kai;  Song,Yongduan;  Chen,C. L.Philip;  Chen,Long
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Nonparametric strict-feedback nonlinear systems  Robust adaptive control  State constraints  Unified barrier function  
Multi-resolution broad learning for model updating using incomplete modal data Journal article
Structural Control and Health Monitoring, 2020,Volume: 27,Issue: 8
Authors:  Kuok,Sin Chi;  Yuen,Ka Veng
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machine learning  modal measurement  model updating  multi-resolution broad learning  structural health monitoring  
Robust adaptive fault-tolerant quantized control of nonlinear systems with constraints on system behaviors and states Journal article
International Journal of Robust and Nonlinear Control, 2020,Volume: 30,Issue: 8,Page: 3215-3233
Authors:  Zhao,Kai;  Lei,Ting;  Lin,Ting;  Chen,Long
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error/state constraints  fault-tolerant control  quantized input  robust adaptive control  strict-feedback nonlinear systems  unified nonlinear function  
Optimal Nonparametric Prediction Intervals of Electricity Load Journal article
IEEE Transactions on Power Systems, 2020,Volume: 35,Issue: 3,Page: 2467-2470
Authors:  Zhao,Changfei;  Wan,Can;  Song,Yonghua;  Cao,Zhaojing
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Binary Variable Reduction  Load Forecasting  Machine Learning  Mixed Integer Programming  Prediction Interval  
Broad learning for nonparametric spatial modeling with application to seismic attenuation Journal article
Computer-Aided Civil and Infrastructure Engineering, 2020,Volume: 35,Issue: 3,Page: 203-218
Authors:  Kuok,Sin Chi;  Yuen,Ka Veng
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Propagative broad learning for nonparametric modeling of ambient effects on structural health indicators Journal article
Structural Health Monitoring, 2020
Authors:  Kuok,Sin Chi;  Yuen,Ka Veng;  Roberts,Stephen;  Girolami,Mark A.
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ambient conditions  modal frequencies  nonparametric modeling  propagative broad learning  Structural health monitoring