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Collaborative monitoring of wind turbine performance based on probabilistic power curve comparison Journal article
Li, Yanting, Wang, Peng, Wu, Zhenyu, Su, Yan. Collaborative monitoring of wind turbine performance based on probabilistic power curve comparison[J]. Renewable Energy, 2024, 231, 120919.
Authors:  Li, Yanting;  Wang, Peng;  Wu, Zhenyu;  Su, Yan
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:9.0/8.1 | Submit date：2024/08/05
Collaborative Monitoring  Directional Hotelling T2control Chart  Probabilistic Power Curve  Wind Turbine Performance  
Comparative Analysis of Offshore Wind Power Prediction Models and Clustering-Based Daily Output Classification Conference paper
Ou, Zhongxi, Lan, Wei, Zhang, Liang, Tong, Zhu, Liu, Dundun, Liu, Zhaoxi. Comparative Analysis of Offshore Wind Power Prediction Models and Clustering-Based Daily Output Classification[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 1482-1487.
Authors:  Ou, Zhongxi;  Lan, Wei;  Zhang, Liang;  Tong, Zhu;  Liu, Dundun; et al.
Favorite | TC[Scopus]:1 | Submit date：2024/09/03
Gru  K-means Clustering  Lstm  Offshore Wind Power  Offshore Wind Power Forecasting  Prediction Accuracy  Prediction Models  
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  
Machine Learning-Based Probabilistic Forecasting of Wind Power Generation: A Combined Bootstrap and Cumulant Method Journal article
Wan, Can, Cui, Wenkang, Song, Yonghua. Machine Learning-Based Probabilistic Forecasting of Wind Power Generation: A Combined Bootstrap and Cumulant Method[J]. IEEE Transactions on Power Systems, 2024, 39(1), 1370-1383.
Authors:  Wan, Can;  Cui, Wenkang;  Song, Yonghua
Favorite | TC[WOS]:7 TC[Scopus]:10  IF:6.5/7.4 | Submit date：2024/02/22
Bootstrap  Cumulant  Machine Learning  Probabilistic Forecasting  Uncertainty Quantification  Wind Power  
Adaptive short-term wind power forecasting with concept drifts Journal article
Li, Yanting, Wu, Zhenyu, Su, Yan. Adaptive short-term wind power forecasting with concept drifts[J]. Renewable Energy, 2023, 217, 119146.
Authors:  Li, Yanting;  Wu, Zhenyu;  Su, Yan
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:9.0/8.1 | Submit date：2023/09/21
Adaptive Prediction  Concept Drift  Feature Extraction  Numerical Weather Prediction  Wind Power Forecasting  Wind Turbine  
A novel transformer ordinal regression network with label diversity for wind power ramp events forecasting Journal article
Hu,Jianming, Zhang,Liping, Tang,Jingwei, Liu,Zhi. A novel transformer ordinal regression network with label diversity for wind power ramp events forecasting[J]. Energy, 2023, 280, 128075.
Authors:  Hu,Jianming;  Zhang,Liping;  Tang,Jingwei;  Liu,Zhi
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:9.0/8.2 | Submit date：2023/08/03
Informer Architecture  Ordinal Regression With Label Diversity  Probsparse Self-attention  Wind Power Ramp Events  
Optimal Capacity Configuration of Distributed Offshore Wind Power-to-Hydrogen Cluster Considering Wake Effect 考 虑 尾 流 效 应 的 分 布 式 海 上 风 电 制 氢 集 群 容 量 优 化 配 置 Journal article
Li, Jiarong, Lin, Jin, Chen, Kaixuan, Song, Yonghua, Xu, Yanhui. Optimal Capacity Configuration of Distributed Offshore Wind Power-to-Hydrogen Cluster Considering Wake Effect 考 虑 尾 流 效 应 的 分 布 式 海 上 风 电 制 氢 集 群 容 量 优 化 配 置[J]. Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2023, 47(11), 9-17.
Authors:  Li, Jiarong;  Lin, Jin;  Chen, Kaixuan;  Song, Yonghua;  Xu, Yanhui
Favorite | TC[Scopus]:3 | Submit date：2023/07/20
Distributed Wind Power-to-hydrogen Unit  Offshore Wind Power-to-hydrogen  Optimal Capacity Configuration  Wake Effect  
Operational Risk for Integrated Power and Gas Systems Considering Varying Hydrogen Concentrations with High Penetration of Wind Conference paper
Wang,Sheng, Hui,Hongxun. Operational Risk for Integrated Power and Gas Systems Considering Varying Hydrogen Concentrations with High Penetration of Wind[C]. IEEE Industry Application Society:Institute of Electrical and Electronics Engineers Inc., 2023.
Authors:  Wang,Sheng;  Hui,Hongxun
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2023/08/03
Hydrogen  Integrated Power And Gas Systems  Operational Risk  Wind Generation  
A Coordinated Frequency Regulation and Bidding Method for Wind-Electrolysis Joint Systems Participating Within Ancillary Services Markets Journal article
Cheng,Xiang, Lin,Jin, Liu,Feng, Qiu,Yiwei, Song,Yonghua, Li,Jiarong, Wu,Sirui. A Coordinated Frequency Regulation and Bidding Method for Wind-Electrolysis Joint Systems Participating Within Ancillary Services Markets[J]. IEEE Transactions on Sustainable Energy, 2022, 14(3), 1370-1384.
Authors:  Cheng,Xiang;  Lin,Jin;  Liu,Feng;  Qiu,Yiwei;  Song,Yonghua; et al.
Favorite | TC[WOS]:9 TC[Scopus]:12  IF:8.6/8.6 | Submit date：2023/08/03
Cooperation Scheme  Electrolysis System  Energy Market  Hydrogen  Multi-timescale Control  Regulation Market  Wind Power  
Model Predictive Control for Wind Farm Power Tracking with Deep Learning-Based Reduced Order Modeling Journal article
Chen, Kaixuan, Lin, Jin, Qiu, Yiwei, Liu, Feng, Song, Yonghua. Model Predictive Control for Wind Farm Power Tracking with Deep Learning-Based Reduced Order Modeling[J]. IEEE Transactions on Industrial Informatics, 2022, 18(11), 7484-7493.
Authors:  Chen, Kaixuan;  Lin, Jin;  Qiu, Yiwei;  Liu, Feng;  Song, Yonghua
Favorite | TC[WOS]:11 TC[Scopus]:15  IF:11.7/11.4 | Submit date：2022/05/17
Active Power Tracking  Deep Learning  Dynamic Wake Effect  Model Predictive Control (Mpc)  Reduced-order Model (Rom)  Wind Farm (Wf)