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Estimation of time-varying noise parameters for unscented Kalman filter Journal article
Mechanical Systems and Signal Processing, 2022,Volume: 180
Authors:  Yuen, Ka Veng;  Liu, Yu Song;  Yan, Wang Ji
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/08/02
Bayesian Inference  Noise Covariance Matrices  Structural Health Monitoring  System Identification  Unscented Kalman Filter  
Guided waves-based damage identification in plates through an inverse Bayesian process Journal article
Ultrasonics, 2022,Volume: 125
Authors:  Wu, W.;  Malik, M. K.;  Cantero-Chinchilla, S.;  Lawrie, T.;  Yan, W. J.;  Tanner, G.;  Remenyte-Prescott, R.;  Chronopoulos, D.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/08/02
Bayesian Inference  Damage Identification  Digital Twins  Guided Waves  Structural Health Monitoring  
Recent Advances on Bayesian Real-time Structural Health Monitoring Presentation
报告日期: 2022-08-21
Authors:  Yuen, Ka-Veng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/08/10
Structural Health Monitoring  Real-time  
Bayesian inference for the dynamic properties of long-span bridges under vortex-induced vibration with Scanlan's model and dense optical flow scheme Journal article
Mechanical Systems and Signal Processing, 2022,Volume: 174
Authors:  Yan, Wang Ji;  Feng, Zhou Quan;  Yang, Wen;  Yuen, Ka Veng
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date：2022/05/13
Bayesian Analysis  Damping Ratio  Modal Analysis  Structural Health Monitoring  Vortex-induced Vibration  
Structural health monitoring by a novel probabilistic machine learning method based on extreme value theory and mixture quantile modeling Journal article
Mechanical Systems and Signal Processing, 2022,Volume: 173
Authors:  Sarmadi, Hassan;  Yuen, Ka Veng
Favorite |  | TC[WOS]:5 TC[Scopus]:4 | Submit date：2022/05/13
Generalized Extreme Value  Machine Learning  Mixture Quantile  Probabilistic Anomaly Detection  Structural Health Monitoring  Threshold Estimation  
Sensor fault detection, localization, and reconstruction for online structural identification Journal article
Structural Control and Health Monitoring, 2022,Volume: 29,Issue: 4
Authors:  Huang, Ke;  Yuen, Ka Veng;  Wang, Lei;  Jiang, Tianyong;  Dai, Lizhao
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/05/04
Bayesian Inference  Faulty Sensor  Kalman Filter  Online Estimation  Sensor Validation  Structural Health Monitoring  
A novel generative approach for modal frequency probabilistic prediction under varying environmental condition using incomplete information Journal article
Engineering Structures, 2022,Volume: 252
Authors:  Mu, He Qing;  Shen, Ji Hui;  Zhao, Zi Tong;  Liu, Han Teng;  Yuen, Ka Veng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/03/04
Bayesian Inference  Copula  Model Class Selection  Multivariate Probability Density Function  Structural Health Monitoring  
Structural anomaly detection based on probabilistic distance measures of transmissibility function and statistical threshold selection scheme Journal article
Mechanical Systems and Signal Processing, 2022,Volume: 162
Authors:  Yan, Wang Ji;  Chronopoulos, Dimitrios;  Yuen, Ka Veng;  Zhu, Yi Chen
Favorite |  | TC[WOS]:13 TC[Scopus]:12 | Submit date：2021/09/10
Bayesian Analysis  Damage Detection  Probabilistic Distance Measure  Structural Health Monitoring  Transmissibility Function  Uncertainty Quantification  
Vectorization and distributed parallelization of Bayesian model updating based on a multivariate complex-valued probabilistic model of frequency response functions Journal article
Mechanical Systems and Signal Processing, 2021,Volume: 156
Authors:  Wang-Ji Yan;  Shi-Ze Cao;  Wei-Xin Ren;  Ka-Veng Yuen;  Dan Li;  Lambros Katafygiotis
Favorite |  | TC[WOS]:6 TC[Scopus]:6 | Submit date：2021/03/09
Bayesian Theory  Frequency Response Function  Model Updating  Structural Health Monitoring  Vectorization Computation  Distributed Parallel Computing  
Propagative broad learning for nonparametric modeling of ambient effects on structural health indicators Journal article
Structural Health Monitoring, 2021,Volume: 20,Issue: 4,Page: 1409-1427
Authors:  Sin-Chi Kuok;  Ka-Veng Yuen;  Stephen Roberts;  Mark A. Girolami
Favorite |  | TC[WOS]:6 TC[Scopus]:5 | Submit date：2021/03/09
Structural Health Monitoring  Propagative Broad Learning  Nonparametric Modeling  Modal Frequencies  Ambient Conditions