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Adversarial false data injection attacks on deep learning-based short-term wind speed forecasting Journal article
Yang, Lei, Liang, Gaoshen, Yang, Yanrong, Ruan, Jiaqi, Yu, Peipei, Yang, Chao. Adversarial false data injection attacks on deep learning-based short-term wind speed forecasting[J]. IET Renewable Power Generation, 2024, 18(7), 1370-1379.
Authors:  Yang, Lei;  Liang, Gaoshen;  Yang, Yanrong;  Ruan, Jiaqi;  Yu, Peipei; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:2.6/2.8 | Submit date：2024/02/22
Adversarial False Data Injection Attack  Cyber Threat  Deep Learning  Renewable Energy  Resilience  Wind Speed Forecasting  
Research and application of a Model selection forecasting system for wind speed and theoretical power generation in wind farms based on classification and wind conversion Journal article
Huang, Xiaojia, Wang, Chen, Zhang, Shenghui. Research and application of a Model selection forecasting system for wind speed and theoretical power generation in wind farms based on classification and wind conversion[J]. Energy, 2024, 293, 130606.
Authors:  Huang, Xiaojia;  Wang, Chen;  Zhang, Shenghui
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:9.0/8.2 | Submit date：2024/05/02
Model Selection  Multi-objective Optimization Algorithm  Theoretical Power Generation  Wind Speed Forecasting  
A SAR-Based Parametric Model for Tropical Cyclone Tangential Wind Speed Estimation Journal article
Wang, Sheng, Yang, Xiaofeng, Portabella, Marcos, Yuen, Ka Veng, Zhang, Miao, Du, Yanlei. A SAR-Based Parametric Model for Tropical Cyclone Tangential Wind Speed Estimation[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022, 15, 8806-8818.
Authors:  Wang, Sheng;  Yang, Xiaofeng;  Portabella, Marcos;  Yuen, Ka Veng;  Zhang, Miao; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:4.7/5.0 | Submit date：2023/01/30
Wind Speed  Synthetic Aperture Radar  Microwave Radiometry  Mathematical Models  Numerical Models  Data Models  Satellite Broadcasting  Parametric Modeling  Synthetic Aperture Radar (Sar)  Tangential Wind Speed  Tropical Cyclone (Tc)  
Wind speed forecast based on combined theory, multi-objective optimisation, and sub-model selection Journal article
Fu, Tonglin, Zhang, Shenghui. Wind speed forecast based on combined theory, multi-objective optimisation, and sub-model selection[J]. SOFT COMPUTING, 2022, 26(24), 13615-13638.
Authors:  Fu, Tonglin;  Zhang, Shenghui
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.1/3.2 | Submit date：2023/01/30
Wind Energy  Wind Speed Forecasting  Sub-model Selection  Combined Model  Multi-objective Optimisation  
Wind speed forecasting based on hybrid model with model selection and wind energy conversion Journal article
Chen Wang, Shenghui Zhang, Peng Liao, Tonglin Fu. Wind speed forecasting based on hybrid model with model selection and wind energy conversion[J]. RENEWABLE ENERGY, 2022, 196, 763-781.
Authors:  Chen Wang;  Shenghui Zhang;  Peng Liao;  Tonglin Fu
Favorite | TC[WOS]:16 TC[Scopus]:18  IF:9.0/8.1 | Submit date：2022/08/02
Model Selection  Wind Power Conversion  Hybrid Models  Wind Speed Forecasting  
Wind speed forecasting based on model selection, fuzzy cluster, and multi-objective algorithm and wind energy simulation by Betz's theory Journal article
Shenghui Zhang, Chen Wang, Peng Liao, Ling Xiao, Tonglin Fu. Wind speed forecasting based on model selection, fuzzy cluster, and multi-objective algorithm and wind energy simulation by Betz's theory[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2022, 193.
Authors:  Shenghui Zhang;  Chen Wang;  Peng Liao;  Ling Xiao;  Tonglin Fu
Favorite | TC[WOS]:37 TC[Scopus]:41  IF:7.5/7.6 | Submit date：2022/05/13
Betz's Theory  Fuzzy C-means Cluster  Model Selection Strategy  Modified Multi-objective Algorithm  Wind Speed Forecasting  
A Nonparametric Tropical Cyclone Wind Speed Estimation Model Based on Dual-Polarization SAR Observations Journal article
Wang, Sheng, Yuen, Ka Veng, Yang, Xiaofeng, Zhang, Biao. A Nonparametric Tropical Cyclone Wind Speed Estimation Model Based on Dual-Polarization SAR Observations[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, 4208213.
Authors:  ; et al.
Favorite | TC[WOS]:5 TC[Scopus]:8  IF:7.5/7.6 | Submit date：2022/08/05
Bayes Methods  Data Models  Estimation  High Wind Speed Estimation  Microwave Radiometry  Nonparametric Modeling  Spatial Resolution  Synthetic Aperture Radar  Synthetic Aperture Radar (Sar)  Tropical Cyclone (Tc)  Wind Retrieval Model  Wind Speed  
Short-term wind speed time series forecasting based on a hybrid method with multiple objective optimization for non-convex target Journal article
Dong, Yunxuan, Wang, Jing, Xiao, Ling, Fu, Tonglin. Short-term wind speed time series forecasting based on a hybrid method with multiple objective optimization for non-convex target[J]. Energy, 2021, 215, 119180.
Authors:  Dong, Yunxuan;  Wang, Jing;  Xiao, Ling;  Fu, Tonglin
Favorite | TC[WOS]:19 TC[Scopus]:23  IF:9.0/8.2 | Submit date：2021/12/07
Convolutional Neural Networks  Hybrid Forecast Approach  Optimization Algorithm  Wind Speed Forecasting  
A Novel Wind Speed Interval Prediction Based on Error Prediction Method Journal article
Tang, Geng, Wu, Yifan, Li, Chaoshun, Wong, Pak Kin, Xiao, Zhihuai, An, Xueli. A Novel Wind Speed Interval Prediction Based on Error Prediction Method[J]. IEEE Transactions on Industrial Informatics, 2020, 16(11), 6806-6815.
Authors:  Tang, Geng;  Wu, Yifan;  Li, Chaoshun;  Wong, Pak Kin;  Xiao, Zhihuai; et al.
Favorite | TC[WOS]:59 TC[Scopus]:68  IF:11.7/11.4 | Submit date：2021/03/09
Deep Learning  Error Prediction  Gated Recurrent Unit  Interval Prediction  Wind Speed Prediction  
Predictive Deep Boltzmann Machine for Multiperiod Wind Speed Forecasting Journal article
Zhang C.-Y., Chen C.L.P., Gan M., Chen L.. Predictive Deep Boltzmann Machine for Multiperiod Wind Speed Forecasting[J]. IEEE Transactions on Sustainable Energy, 2015, 6(4), 1416.
Authors:  Zhang C.-Y.;  Chen C.L.P.;  Gan M.;  Chen L.
Favorite | TC[WOS]:163 TC[Scopus]:201 | Submit date：2018/10/30
Deep Boltzmann Machine (Dbm)  Deep Learning  Time Series  Wind Speed Prediction