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Wind speed forecasting based on hybrid model with model selection and wind energy conversion Journal article
Renewable Energy, 2022,Volume: 196,Page: 763-781
Authors:  Wang, Chen;  Zhang, Shenghui;  Liao, Peng;  Fu, Tonglin
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/02
Hybrid models  Model selection  Wind power conversion  Wind speed forecasting  
Conformalized temporal convolutional quantile regression networks for wind power interval forecasting Journal article
Energy, 2022,Volume: 248
Authors:  Hu, Jianming;  Luo, Qingxi;  Tang, Jingwei;  Heng, Jiani;  Deng, Yuwen
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/05/13
Conformalized Quantile Regression  Temporal Convolutional Network  Wind Power Interval Prediction  
Hotspots of the stokes rotating circulation in a large marginal sea Journal article
Nature Communications, 2022,Volume: 13,Issue: 1
Authors:  Gan, Jianping;  Kung, Hiusuet;  Cai, Zhongya;  Liu, Zhiqiang;  Hui, Chiwing;  Li, Junlu
Adobe PDF | Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/05/13
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]:5 TC[Scopus]:6 | Submit date:2022/05/13
Betz's Theory  Fuzzy C-means Cluster  Model Selection Strategy  Modified Multi-objective Algorithm  Wind Speed Forecasting  
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]:4 TC[Scopus]:6 | 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]:13 TC[Scopus]:15 | Submit date:2021/12/08
Combined Forecasting Model  Model Selection  Multi-objective Algorithm  Wind Energy Conversion  
Operating Reserve Quantification Using Prediction Intervals of Wind Power: An Integrated Probabilistic Forecasting and Decision Model Journal article
IEEE Transactions on Power Systems, 2021,Volume: 36,Issue: 4,Page: 3701-3714
Authors:  Zhao,Changfei;  Wan,Can;  Song,Yonghua
Favorite |  | TC[WOS]:9 TC[Scopus]:9 | 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  
Hybrid forecasting method for wind power integrating spatial correlation and corrected numerical weather prediction Journal article
Applied Energy, 2021,Volume: 293
Authors:  Hu, Shuai;  Xiang, Yue;  Zhang, Hongcai;  Xie, Shanyi;  Li, Jianhua;  Gu, Chenghong;  Sun, Wei;  Liu, Junyong
Favorite |  | TC[WOS]:13 TC[Scopus]:18 | Submit date:2021/09/09
Gaussian Process  Hybrid Model  Kernel Function  Numerical Weather Prediction  Spatial Correlation  Wind Power Forecasting  
Seasonal variations in the water residence time in the Bohai Sea using 3D hydrodynamic model study and the adjoint method Journal article
Ocean Dynamics, 2021,Volume: 71,Issue: 2,Page: 157-173
Authors:  Luo, Chongxin;  Lin, Lei;  Shi, Jie;  Liu, Zhe;  Cai, Zhongya;  Guo, Xinyu;  Gao, Huiwang
Adobe PDF | Favorite |  | TC[WOS]:8 TC[Scopus]:7 | Submit date:2021/11/30
Adjoint Method  Bohai Sea  Monsoon Winds  Residence Time  Seasonal Variation  
Short-term wind speed time series forecasting based on a hybrid method with multiple objective optimization for non-convex target Journal article
Energy, 2021,Volume: 215
Authors:  Dong, Yunxuan;  Wang, Jing;  Xiao, Ling;  Fu, Tonglin
Favorite |  | TC[WOS]:7 TC[Scopus]:8 | Submit date:2021/12/07
Convolutional Neural Networks  Hybrid Forecast Approach  Optimization Algorithm  Wind Speed Forecasting