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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
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Bayesian Analysis  Damage Detection  Probabilistic Distance Measure  Structural Health Monitoring  Transmissibility Function  Uncertainty Quantification  
Fast Wasserstein-Distance-Based Distributionally Robust Chance-Constrained Power Dispatch for Multi-Zone HVAC Systems Journal article
IEEE Transactions on Smart Grid, 2021,Volume: 12,Issue: 5,Page: 4016-4028
Authors:  Chen, Ge;  Zhang, Hongcai;  Hui, Hongxun;  Song, Yonghua
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Chance-constrained Optimization  Distributionally Robust Optimization  Hvac  Multi-zone  Wasserstein Distance  
Robust Actor-Critic Learning for Continuous-Time Nonlinear Systems with Unmodeled Dynamics Journal article
IEEE Transactions on Fuzzy Systems, 2021
Authors:  Yang,Yongliang;  Gao,Weinan;  Modares,Hamidreza;  Xu,Cheng Zhong
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Fuzzy Logic  Heuristic Algorithms  Input-to-state Stability  Nonlinear Dynamical Systems  Optimal Control  Optimal Control  Power System Dynamics  Robust Actor-critic Learning  Stability Criteria  Uncertainty  Unmodeled Dynamics  
Robust gain-scheduling static output-feedback H∞ control of vehicle lateral stability with heuristic approach Journal article
Information Sciences, 2021,Volume: 546,Page: 220-233
Authors:  Li,Pengxu;  Li,Panshuo;  Zhao,Jing;  Zhang,Bin
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Gain-scheduling Control  Lateral Stability  Parameter Uncertainty  Static Output-feedback Control  Vehicle Dynamics  
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
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Frequency Response Function  Transmissibility  Interval Analysis  Complex Interval Division  Parallelepiped Model  Structural Health Monitoring  
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
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Bayesian Theory  Frequency Response Function  Model Updating  Structural Health Monitoring  Vectorization Computation  Distributed Parallel Computing  
Multinomial Bayesian extreme learning machine for sparse and accurate classification model Journal article
Neurocomputing, 2021,Volume: 423,Page: 24-33
Authors:  Luo,Jiahua;  Wong,Chi Man;  Vong,Chi Man
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Extreme learning machine  Multi-class classification  Multinomial distribution  Sparse Bayesian  Sparse learning  
Demand response for industrial micro-grid considering photovoltaic power uncertainty and battery operational cost Journal article
IEEE Transactions on Smart Grid, 2021,Volume: 12,Issue: 4
Authors:  Huang,Chao;  Zhang,Hongcai;  Song,Yonghua;  Wang,Long;  Ahmad,Tanveer;  Luo,Xiong
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Demand Response  Forecasting  Industrial Micro-grid  Manufacturing  Mixed Integer Nonlinear Programming.  Multi-energy  Optimization  Optimization Methods  Probabilistic Logic  Production  Uncertainty  
Theories, Methodologies and Applications of Probabilistic Forecasting for Power Systems with Renewable Energy Sources 新能源电力系统概率预测理论与方法及其应用 Journal article
Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2021,Volume: 45,Issue: 1,Page: 2-16
Authors:  Wan,Can;  Song,Yonghua
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Artificial intelligence  Power system  Prediction interval  Probabilistic forecasting  Renewable energy  Uncertainty  
Parametric Problems in Power System Analysis: Recent Applications of Polynomial Approximation Based on Galerkin Method Journal article
Journal of Modern Power Systems and Clean Energy, 2021,Volume: 9,Issue: 1,Page: 1-12
Authors:  Wu,Hao;  Shen,Danfeng;  Xia,Bingqing;  Qiu,Yiwei;  Zhou,Yongzhi;  Song,Yonghua
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Galerkin method  Parametric problem  polynomial approximation  power system analysis  stochastic problem