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A Hybrid Medium and Long-Term Relative Humidity Point and Interval Prediction Method for Intensive Poultry Farming Journal article
Yin, Hang, Wu, Zeyu, Wu, Junchao, Jiang, Junjie, Chen, Yalin, Chen, Mingxuan, Luo, Shixuan, Gao, Lijun. A Hybrid Medium and Long-Term Relative Humidity Point and Interval Prediction Method for Intensive Poultry Farming[J]. Mathematics, 2023, 11(14), 3247.
Authors:  Yin, Hang;  Wu, Zeyu;  Wu, Junchao;  Jiang, Junjie;  Chen, Yalin; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.3/2.2 | Submit date：2023/09/25
Attention Mechanism  Bigru  Data Denoising  Feature Selection  Interval Prediction  Kde-gaussian  Medium And Long-term Point Prediction  
A Multistep Interval Prediction Method Combining Environmental Variables and Attention Mechanism for Egg Production Rate Journal article
Yin, Hang, Wu, Zeyu, Wu, Jun Chao, Chen, Yalin, Chen, Mingxuan, Luo, Shixuan, Gao, Lijun, Hassan, Shahbaz Gul. A Multistep Interval Prediction Method Combining Environmental Variables and Attention Mechanism for Egg Production Rate[J]. Agriculture (Switzerland), 2023, 13(6), 1255.
Authors:  Yin, Hang;  Wu, Zeyu;  Wu, Jun Chao;  Chen, Yalin;  Chen, Mingxuan; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2 | Submit date：2023/07/20
Egg Production Rate  Environmental Variables Selection  Gwo-vmd Decomposition  Interval Prediction  Mogwo Optimize Parameter  Multistep Point Prediction  Seq2seq-attention  
Interval-based non-dimensionalization method (IBNM) and its application Journal article
Xu, Tianjiao, Chen, Shihong, Ye, Yan, Li, Baiqi, Guan, Huaping. Interval-based non-dimensionalization method (IBNM) and its application[J]. SOFT COMPUTING, 2022, 26(21), 11425-11434.
Authors:  Xu, Tianjiao;  Chen, Shihong;  Ye, Yan;  Li, Baiqi;  Guan, Huaping
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.1/3.2 | Submit date：2022/12/01
Data Processing  Interval Division  Non-dimensionalization Method  Pm2.5 Grade Prediction  
Cost-Oriented Prediction Intervals: On Bridging the Gap Between Forecasting and Decision Journal article
Zhao, Changfei, Wan, Can, Song, Yonghua. Cost-Oriented Prediction Intervals: On Bridging the Gap Between Forecasting and Decision[J]. IEEE Transactions on Power Systems, 2022, 37(4), 3048-3062.
Authors:  Zhao, Changfei;  Wan, Can;  Song, Yonghua
Favorite | TC[WOS]:32 TC[Scopus]:37  IF:6.5/7.4 | Submit date：2022/05/13
Costs  Decision Making  Decision Making  Forecasting  Forecasting  Machine Learning  Prediction Interval  Probabilistic Logic  Renewable Energy  Renewable Energy Sources  Uncertainty  Uncertainty  Wind Power Generation  
Novel hybrid extreme learning machine and multi-objective optimization algorithm for air pollution prediction Journal article
Lu Bai, Zhi Liu, Jianzhou Wang. Novel hybrid extreme learning machine and multi-objective optimization algorithm for air pollution prediction[J]. Applied Mathematical Modelling, 2022, 106, 177-198.
Authors:  Lu Bai;  Zhi Liu;  Jianzhou Wang
Favorite | TC[WOS]:17 TC[Scopus]:19  IF:4.4/4.2 | Submit date：2022/05/13
Data Decomposition  Deterministic And Interval Predictions  Hybrid Prediction Model  Improved Extreme Learning Machine  Mathematical Modelling  Multi-objective Optimization Approach  
Peer-to-Peer Energy Trading Using Prediction Intervals of Renewable Energy Generation Journal article
Yanbo Jia, Can Wan, Wenkang Cui, Yonghua Song, Ping Ju. Peer-to-Peer Energy Trading Using Prediction Intervals of Renewable Energy Generation[J]. IEEE Transactions on Smart Grid, 2022, 14(2), 1454-1465.
Authors:  Yanbo Jia;  Can Wan;  Wenkang Cui;  Yonghua Song;  Ping Ju
Favorite | TC[WOS]:18 TC[Scopus]:23  IF:8.6/9.6 | Submit date：2022/05/17
Peer-to-peer Energy Transaction  Prediction Interval  Nash Bargaining  Chance Constraints  Distributed Optimization  Renewable Energy Generation  
Conformalized temporal convolutional quantile regression networks for wind power interval forecasting Journal article
Hu, Jianming, Luo, Qingxi, Tang, Jingwei, Heng, Jiani, Deng, Yuwen. Conformalized temporal convolutional quantile regression networks for wind power interval forecasting[J]. ENERGY, 2022, 248, 123497.
Authors:  Hu, Jianming;  Luo, Qingxi;  Tang, Jingwei;  Heng, Jiani;  Deng, Yuwen
Favorite | TC[WOS]:27 TC[Scopus]:33  IF:9.0/8.2 | Submit date：2022/05/13
Conformalized Quantile Regression  Temporal Convolutional Network  Wind Power Interval Prediction  
Operating Reserve Quantification Using Prediction Intervals of Wind Power: An Integrated Probabilistic Forecasting and Decision Model Journal article
Zhao,Changfei, Wan,Can, Song,Yonghua. Operating Reserve Quantification Using Prediction Intervals of Wind Power: An Integrated Probabilistic Forecasting and Decision Model[J]. IEEE Transactions on Power Systems, 2021, 36(4), 3701-3714.
Authors:  Zhao,Changfei;  Wan,Can;  Song,Yonghua
Favorite | TC[WOS]:50 TC[Scopus]:66  IF:6.5/7.4 | Submit date：2021/03/09
Probabilistic Forecasting  Wind Power  Machine Learning  Operating Reserve  Prediction Interval  Mixed Integer Linear Programming  
Theories, Methodologies and Applications of Probabilistic Forecasting for Power Systems with Renewable Energy Sources 新能源电力系统概率预测理论与方法及其应用 Journal article
Wan,Can, Song,Yonghua. Theories, Methodologies and Applications of Probabilistic Forecasting for Power Systems with Renewable Energy Sources 新能源电力系统概率预测理论与方法及其应用[J]. Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2021, 45(1), 2-16.
Authors:  Wan,Can;  Song,Yonghua
Favorite | TC[Scopus]:83 | Submit date：2021/03/09
Artificial Intelligence  Power System  Prediction Interval  Probabilistic Forecasting  Renewable Energy  Uncertainty  
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