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Stochastic-Distributionally Robust Frequency-Constrained Optimal Planning for an Isolated Microgrid Journal article
Yang, Lun, Li, Hui, Zhang, Hongcai, Wu, Qiuwei, Cao, Xiaoyu. Stochastic-Distributionally Robust Frequency-Constrained Optimal Planning for an Isolated Microgrid[J]. IEEE Transactions on Sustainable Energy, 2024, 15(4), 2155-2169.
Authors:  Yang, Lun;  Li, Hui;  Zhang, Hongcai;  Wu, Qiuwei;  Cao, Xiaoyu
Favorite | TC[WOS]:24 TC[Scopus]:31  IF:8.6/8.6 | Submit date：2024/06/05
Distributionally Robust Chance-constrained Approach  Frequency Constraints  Microgrid  Planning  Uncertainty  Microgrids  Security  Generators  Wind Turbines  Load Modeling  Constraint Handling  Stochastic Processes  
Real-Time Adaptive Safety-Critical Control with Gaussian Processes in High-Order Uncertain Models Conference paper
Zhang, Yu, Wen, Long, Yao, Xiangtong, Bing, Zhenshan, Kong, Linghuan, He, Wei, Knoll, Alois. Real-Time Adaptive Safety-Critical Control with Gaussian Processes in High-Order Uncertain Models[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 14763-14769.
Authors:  Zhang, Yu;  Wen, Long;  Yao, Xiangtong;  Bing, Zhenshan;  Kong, Linghuan; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/10/10
Adaptation Models  Adaptive Systems  Uncertainty  Computational Modeling  Gaussian Processes  Real-time Systems  Safety  
Bayesian synergistic metamodeling (BSM) for physical information infused data-driven metamodeling Journal article
Kuok, Sin Chi, Yuen, Ka Veng. Bayesian synergistic metamodeling (BSM) for physical information infused data-driven metamodeling[J]. Computer Methods in Applied Mechanics and Engineering, 2023, 419, 116680.
Authors:  Kuok, Sin Chi;  Yuen, Ka Veng
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:6.9/6.7 | Submit date：2024/02/22
Bayesian Inference  Data-driven Modeling  Model Class Selection  Physical-inspired Modeling  Synergistic Metamodeling  Uncertainty Quantification  
Risk modeling, analysis and control of multi-energy systems Book
Song, Yonghua, Ding, Yi, Bao, Minglei, Wang, Sheng, Shao, Changzheng. Risk modeling, analysis and control of multi-energy systems[M]. 1. Singapore:Springer Singapore, 2023, 254.
Authors:  Song, Yonghua;  Ding, Yi;  Bao, Minglei;  Wang, Sheng;  Shao, Changzheng
Favorite | TC[Scopus]:0 | Submit date：2023/09/27
Component Failure  Failure Propagation  Integrated Demand Response  Integrated Electricity And Gas Systems  Integrated Electricity And Heating Systems  Load Uncertainty  Long-term Capacity Planning  Multi-energy Systems  Risk Analysis  Risk Control  Risk Modeling  
A Similarity Measurement Method of Normal Cloud Models for the Operational Status Perception and Computing of Urban Rail Transit Journal article
Zhu, Guangyu, Yang, Yubo, Sun, Ranran, Wu, Edmond Q., Law, Rob. A Similarity Measurement Method of Normal Cloud Models for the Operational Status Perception and Computing of Urban Rail Transit[J]. IEEE Transactions on Computational Social Systems, 2022, 11(1), 746-755.
Authors:  Zhu, Guangyu;  Yang, Yubo;  Sun, Ranran;  Wu, Edmond Q.;  Law, Rob
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:4.5/4.6 | Submit date：2023/01/30
Analytical Models  Biological System Modeling  Computational Modeling  Entropy  Mathematical Models  Normal Cloud Model  Numerical Models  Operation State Perception  Similarity Measure  Uncertainty  Urban Rail Transit  Weight Measurement  
An Adaptive Ensemble Data Driven Approach for Nonparametric Probabilistic Forecasting of Electricity Load Journal article
Wan, Can, Cao, Zhaojing, Lee, Wei Jen, Song, Yonghua, Ju, Ping. An Adaptive Ensemble Data Driven Approach for Nonparametric Probabilistic Forecasting of Electricity Load[J]. IEEE Transactions on Smart Grid, 2021, 12(6), 5396-5408.
Authors:  Wan, Can;  Cao, Zhaojing;  Lee, Wei Jen;  Song, Yonghua;  Ju, Ping
Favorite | TC[WOS]:23 TC[Scopus]:35  IF:8.6/9.6 | Submit date：2021/12/08
Forecasting  Probabilistic Logic  Uncertainty  Predictive Models  Load Forecasting  Load Modeling  Wind Power Generation  Probabilistic Forecasting  Load Forecasting  Data Mining  Uncertainty  Information Entropy  Weighted Resample  
Chance-Constrained Optimal Power Flow of Integrated Transmission and Distribution Networks With Limited Information Interaction Journal article
Kunjie Tang, Shufeng Dong, Xiang Ma, Leiyan Lv, Yonghua Song. Chance-Constrained Optimal Power Flow of Integrated Transmission and Distribution Networks With Limited Information Interaction[J]. IEEE TRANSACTIONS ON SMART GRID, 2020, 12(1), 821-833.
Authors:  Kunjie Tang;  Shufeng Dong;  Xiang Ma;  Leiyan Lv;  Yonghua Song
Favorite | TC[WOS]:18 TC[Scopus]:25  IF:8.6/9.6 | Submit date：2021/04/29
Load Flow  Uncertainty  Reactive Power  Optimization  Load Modeling  Privacy  Mathematical Model  
An analytical investigation into the propagation properties of uncertainty in a two-stage fast Bayesian spectral density approach for ambient modal analysis Journal article
Yan, W., Katafygiotis, L.. An analytical investigation into the propagation properties of uncertainty in a two-stage fast Bayesian spectral density approach for ambient modal analysis[J]. Mechanical Systems and Signal Processing, 2019, 503-533.
Authors:  Yan, W.;  Katafygiotis, L.
Favorite | TC[WOS]:17 TC[Scopus]:22  IF:7.9/8.0 | Submit date：2022/08/26
Operational Modal Analysis Bayesian Analysis Uncertainty Propagation Approximate Analysis Modeling Error  
A three-domain fuzzy wavelet system for simultaneous processing of time-frequency information and fuzziness Journal article
Liu Z., Chen C.L.P., Zhang Y., Li H.-X., Wang Y.. A three-domain fuzzy wavelet system for simultaneous processing of time-frequency information and fuzziness[J]. IEEE Transactions on Fuzzy Systems, 2013, 21(1), 176-183.
Authors:  Liu Z.;  Chen C.L.P.;  Zhang Y.;  Li H.-X.;  Wang Y.
Favorite | TC[WOS]:15 TC[Scopus]:15  IF:10.7/9.7 | Submit date：2019/02/11
Fuzzy System  Fuzzy Wavelet Network (Fwn)  Three-domain Fuzzy Wavelet System (3dfws)  Uncertainty Modeling  
Model-based probabilistic robust design with data-based uncertainty compensation for partially unknown system Journal article
Lu X., Li H.-X., Chen C.L.P.. Model-based probabilistic robust design with data-based uncertainty compensation for partially unknown system[J]. Journal of Mechanical Design, Transactions of the ASME, 2012, 134(2).
Authors:  Lu X.;  Li H.-X.;  Chen C.L.P.
Favorite | TC[WOS]:2 TC[Scopus]:3 | Submit date：2019/02/11
Bound Modeling  Covariance Matrix  Matrix Perturbation Theory  Model Uncertainty  Robust Design