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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]:0 TC[Scopus]:0 | Submit date:2021/09/10
Bayesian analysis  Damage detection  Probabilistic distance measure  Structural health monitoring  Transmissibility function  Uncertainty quantification  
Non-probabilistic uncertainty quantification for dynamic characterization functions using complex ratio interval arithmetic operation of multidimensional parallelepiped model Journal article
Mechanical Systems and Signal Processing, 2021,Volume: 156
Authors:  Meng-Yun Zhao;  Wang-Ji Yan;  Ka-Veng Yuen;  Michael Beer
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Frequency Response Function  Transmissibility  Interval Analysis  Complex Interval Division  Parallelepiped Model  Structural Health Monitoring  
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
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2021/03/09
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  
Nonintrusive Uncertainty Quantification of Dynamic Power Systems Subject to Stochastic Excitations Journal article
IEEE Transactions on Power Systems, 2020,Volume: 36,Issue: 1,Page: 402-414
Authors:  Qiu,Yiwei;  Lin,Jin;  Chen,Xiaoshuang;  Liu,Feng;  Song,Yonghua
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/09
Dynamic Uncertainty Quantification  Itô Process  Karhunen-loève Expansion  Polynomial Chaos  Stochastic Differential Equations  Stochastic Excitations  
A unified scheme to solving arbitrary complex-valued ratio distribution with application to statistical inference for raw frequency response functions and transmissibility functions Journal article
Mechanical Systems and Signal Processing, 2020,Volume: 145
Authors:  Wang-Ji Yan;  Meng-Yun Zhao;  Michael Beer;  Wei-Xin Ren;  Dimitrios Chronopoulos
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2021/03/11
Probability Density Function  Frequency Response Function  Transmissibility Function  Complex Ratio Distribution  Sparse-grid Quadrature Rule  Structural Health Monitoring  
A fast Bayesian inference scheme for identification of local structural properties of layered composites based on wave and finite element-assisted metamodeling strategy and ultrasound measurements Journal article
Mechanical Systems and Signal Processing, 2020,Volume: 143
Authors:  Wang-Ji Yan;  Dimitrios Chronopoulos;  Sergio Cantero-Chinchilla;  Ka-Veng Yuen;  Costas Papadimitriou
Favorite |  | TC[WOS]:6 TC[Scopus]:6 | Submit date:2021/03/09
Ultrasonic Guided Waves  Wave And Finite Element  Bayesian Analysis  Composite Structure  Uncertainty Quantification  Metamodeling  
Bayesian inference for damage identification based on analytical probabilistic model of scattering coefficient estimators and ultrafast wave scattering simulation scheme Journal article
Journal of Sound and Vibration, 2019,Volume: 468
Authors:  Wang-Ji Yan;  Dimitrios Chronopoulos;  Costas Papadimitriou;  Sergio Cantero-Chinchilla;  Guo-Shu Zhu
Favorite |  | TC[WOS]:11 TC[Scopus]:12 | Submit date:2021/03/11
Ultrasonic Guided Waves  Damage Identification  Bayesian Analysis  Wave Finite Elements  Uncertainty Quantification  Surrogate Model  
An analytical perspective on Bayesian uncertainty quantification and propagation in mode shape assembly Journal article
Mechanical Systems and Signal Processing, 2019,Volume: 135
Authors:  Wang-Ji Yan;  Costas Papadimitriou;  Lambros S. Katafygiotis;  Dimitrios Chronopoulos
Favorite |  | TC[WOS]:8 TC[Scopus]:9 | Submit date:2021/03/11
Operational Modal Analysis  Mode Shape Assembly  Bayesian Analysis  Uncertainty Propagation  Structural Health Monitoring  
A Galerkin Method-Based Polynomial Approximation for Parametric Problems in Power System Transient Analysis Journal article
IEEE Transactions on Power Systems, 2018,Volume: 34,Issue: 2,Page: 1620-1629
Authors:  Xia,Bingqing;  Wu,Hao;  Qiu,Yiwei;  Lou,Boliang;  Song,Yonghua
Favorite |  | TC[WOS]:7 TC[Scopus]:10 | Submit date:2021/03/09
Galerkin Method  Parametric Problems  Polynomial Approximation  Power System Transient Analysis  
Modal frequency-environmental condition relation development using long-term structural health monitoring measurement: Uncertainty quantification, sparse feature selection and multivariate prediction Journal article
MEASUREMENT, 2018,Volume: 130,Page: 384-397
Authors:  He-Qing Mu;  Ka-Veng Yuen
Favorite |  | TC[WOS]:15 TC[Scopus]:16 | Submit date:2018/10/30
Bayesian Inference  Environmental Conditions  Sparse Feature Selection  Modal Analysis  Structural Health Monitoring