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A new hybrid model for power forecasting of a wind farm using spatial–temporal correlations Journal article
Renewable Energy, 2022,Volume: 198,Page: 155-168
Authors:  Wen, Songkang;  Li, Yanting;  Su, Yan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/11/07
Adaptively Clustering  Local Pattern  Support Vector Regression  Wind Propagation  
A Generalized Harmonic Compensation Control Strategy for Mitigating Subsynchronous Oscillation in Synchronverter Based Wind Farm Connected to Series Compensated Transmission Line Journal article
IEEE Transactions on Power Systems, 2022
Authors:  Gaoxiang Li;  Fujun Ma;  Chuanping Wu;  Mingshen Li;  Josep M. Guerrero;  Man Chung Wong
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/25
Wind Farm  Subsynchronous Oscillation  Super-capacitor  Synchconverter  Impedance Method  
Mixed Deep Reinforcement Learning Considering Discrete-continuous Hybrid Action Space for Smart Home Energy Management Journal article
Journal of Modern Power Systems and Clean Energy, 2022,Volume: 10,Issue: 3,Page: 743-754
Authors:  Huang, Chao;  Zhang, Hongcai;  Wang, Long;  Luo, Xiong;  Song, Yonghua
Adobe PDF | Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2022/06/19
Demand Response  
A fault diagnosis method for wind turbines with limited labeled data based on balanced joint adaptive network Journal article
Neurocomputing, 2022,Volume: 481,Page: 133-153
Authors:  Zhang, Guangyao;  Li, Yanting;  Jiang, Wenbo;  Shu, Lianjie
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/05/04
Domain Adaptation  Fault Diagnosis  Lstm  Mmd  Scada  Transfer Learning  Wind Turbine  
Wind speed forecasting based on model selection, fuzzy cluster, and multi-objective algorithm and wind energy simulation by Betz's theory Journal article
Expert Systems with Applications, 2022,Volume: 193
Authors:  Zhang, Shenghui;  Wang, Chen;  Liao, Peng;  Xiao, Ling;  Fu, Tonglin
Favorite |  | TC[WOS]:11 TC[Scopus]:13 | Submit date:2022/05/13
Betz's Theory  Fuzzy C-means Cluster  Model Selection Strategy  Modified Multi-objective Algorithm  Wind Speed Forecasting  
Model Predictive Control for Wind Farm Power Tracking with Deep Learning-Based Reduced Order Modeling Journal article
IEEE Transactions on Industrial Informatics, 2022
Authors:  Chen, Kaixuan;  Lin, Jin;  Qiu, Yiwei;  Liu, Feng;  Song, Yonghua
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Active Power Tracking  Aerodynamics  Automatic Generation Control  Deep Learning  Deep Learning  Dynamic Wake Effect  Mathematical Models  Model Predictive Control  Power System Dynamics  Predictive Models  Read Only Memory  Reduced-order Model  Wind Farm  
Joint optimization of wind farm layout considering optimal control Journal article
Renewable Energy, 2022,Volume: 182,Page: 787-796
Authors:  Chen, Kaixuan;  Lin, Jin;  Qiu, Yiwei;  Liu, Feng;  Song, Yonghua
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2022/02/21
Decomposition Method  Layout Optimization  Wake Effect  Wind Farm  
Deep learning-aided model predictive control of wind farms for AGC considering the dynamic wake effect Journal article
Control Engineering Practice, 2021,Volume: 116
Authors:  Chen, Kaixuan;  Lin, Jin;  Qiu, Yiwei;  Liu, Feng;  Song, Yonghua
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/12/08
Active Power Tracking  Deep Learning  Dynamic Wake Effect  Model Predictive Control  Reduced-order Model  Wind Farm  
Probabilistic Forecasting Based Sizing and Control of Hybrid Energy Storage for Wind Power Smoothing Journal article
IEEE Transactions on Sustainable Energy, 2021,Volume: 12,Issue: 4,Page: 1841-1852
Authors:  Wan, Can;  Qian, Weiting;  Zhao, Changfei;  Song, Yonghua;  Yang, Guangya
Favorite |  | TC[WOS]:7 TC[Scopus]:11 | Submit date:2021/12/08
Fluctuation Smoothing  Hybrid Storage Systems  Probabilistic Forecasting  Stochastic Optimization  Wind Power  
Wind speed forecasting based on multi-objective grey wolf optimisation algorithm, weighted information criterion, and wind energy conversion system: A case study in Eastern China Journal article
Energy Conversion and Management, 2021,Volume: 243
Authors:  Wang, Chen;  Zhang, Shenghui;  Xiao, Ling;  Fu, Tonglin
Favorite |  | TC[WOS]:21 TC[Scopus]:21 | Submit date:2021/12/08
Combined Forecasting Model  Model Selection  Multi-objective Algorithm  Wind Energy Conversion