UM

Browse/Search Results:  1-10 of 17 Help

Selected(0)Clear Items/Page:    Sort:
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:  Zhao,Meng Yun;  Yan,Wang Ji;  Yuen,Ka Veng;  Beer,Michael
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Complex interval division  Frequency response function  Interval analysis  Parallelepiped model  Structural health monitoring  Transmissibility  
Nonintrusive Uncertainty Quantification of Dynamic Power Systems Subject to Stochastic Excitations Journal article
IEEE Transactions on Power Systems, 2021,Volume: 36,Issue: 1,Page: 402-414
Authors:  Qiu,Yiwei;  Lin,Jin;  Chen,Xiaoshuang;  Liu,Feng;  Song,Yonghua
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Dynamic Uncertainty Quantification  Itô Process  Karhunen-loève Expansion  Polynomial Chaos  Stochastic Differential Equations  Stochastic Excitations  
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]:0 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  
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:  Yan,Wang Ji;  Zhao,Meng Yun;  Beer,Michael;  Ren,Wei Xin;  Chronopoulos,Dimitrios
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2021/03/11
Complex ratio distribution  Frequency response function  Probability density function  Sparse-grid quadrature rule  Structural health monitoring  Transmissibility function  
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:  Yan,Wang Ji;  Chronopoulos,Dimitrios;  Cantero-Chinchilla,Sergio;  Yuen,Ka Veng;  Papadimitriou,Costas
Favorite |  | TC[WOS]:5 TC[Scopus]:5 | Submit date:2021/03/09
Bayesian analysis  Composite structure  Metamodeling  Ultrasonic guided waves  Uncertainty quantification  Wave and finite element  
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, 2020,Volume: 468
Authors:  Yan,Wang Ji;  Chronopoulos,Dimitrios;  Papadimitriou,Costas;  Cantero-Chinchilla,Sergio;  Zhu,Guo Shu
Favorite |  | TC[WOS]:9 TC[Scopus]:10 | Submit date:2021/03/11
Bayesian analysis  Damage identification  Surrogate model  Ultrasonic guided waves  Uncertainty quantification  Wave finite elements  
An analytical perspective on Bayesian uncertainty quantification and propagation in mode shape assembly Journal article
Mechanical Systems and Signal Processing, 2020,Volume: 135
Authors:  Yan,Wang Ji;  Papadimitriou,Costas;  Katafygiotis,Lambros S.;  Chronopoulos,Dimitrios
Favorite |  | TC[WOS]:6 TC[Scopus]:8 | Submit date:2021/03/11
Bayesian analysis  Mode shape assembly  Operational modal analysis  Structural health monitoring  Uncertainty propagation  
A Galerkin Method-Based Polynomial Approximation for Parametric Problems in Power System Transient Analysis Journal article
IEEE Transactions on Power Systems, 2019,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:  Mu, He-Qing;  Yuen, Ka-Veng
Favorite |  | TC[WOS]:13 TC[Scopus]:15 | Submit date:2018/10/30
Bayesian inference  Environmental conditions  Sparse feature selection  Modal analysis  Structural health monitoring  
Novel Sparse Bayesian Learning and Its Application to Ground Motion Pattern Recognition Journal article
JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2017,Volume: 31,Issue: 5
Authors:  Mu, He-Qing;  Yuen, Ka-Veng
Favorite |  | TC[WOS]:9 TC[Scopus]:10 | Submit date:2018/10/30
Bayesian learning  Strong ground motion  Maximum likelihood  Model class selection  Uncertainty quantification