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A multistep short-term solar radiation forecasting model using fully convolutional neural networks and chaotic aquila optimization combining WRF-Solar model results 期刊论文
ENERGY, 2023, 卷号: 271
Authors:  Duan, Jikai;  Zuo, HC(左洪超);  Bai, Yulong;  Chang, Mingheng;  Chen, Xiangyue;  Wang, Wenpeng;  Ma, L(马磊);  Chen, BL(陈伯龙)
Favorite  |    Submit date：2023/04/12
Convolutional neural networks  Electric load dispatching  Forecasting  Multilayer neural networks  Optimization  Solar energy  Solar power generation  Solar radiation  Chaotic aquila optimization  Chaotics  Convolutional networks  Fully convolutional network  Multisteps  Optimisations  Solar modeling  Solar radiation forecasting  Solar radiation predictions  WRF-solar  
A multistep short-term solar radiation forecasting model using fully convolutional neural networks and chaotic aquila optimization combining WRF-Solar model results 期刊论文
ENERGY, 2023, 卷号: 271
Authors:  Duan, Jikai;  Zuo, HC(左洪超);  Bai, Yulong;  Chang, Mingheng;  Chen, Xiangyue;  Wang, Wenpeng;  Ma, L(马磊);  Chen, BL(陈伯龙)
Favorite  |    Submit date：2023/05/25
Convolutional neural networks  Electric load dispatching  Forecasting  Multilayer neural networks  Optimization  Solar energy  Solar power generation  Solar radiation  Chaotic aquila optimization  Chaotics  Convolutional networks  Fully convolutional network  Multisteps  Optimisations  Solar modeling  Solar radiation forecasting  Solar radiation predictions  WRF-solar  
Short-term wind speed forecasting using recurrent neural networks with error correction 期刊论文
Energy, 2021, 卷号: 217
Authors:  Duan, Jikai;  Zuo, HC(左洪超);  Bai, Yulong;  Duan, Jizheng;  Chang, Mingheng;  Chen, BL(陈伯龙)
Favorite  |    Submit date：2021/01/18
Atmospheric boundary layer  Electric power transmission networks  Error correction  Forecasting  Hybrid systems  Speed  Wind  Wind power  Data decomposition  Decomposition approach  Error decomposition  Forecasting accuracy  Hybrid forecasting  Neural network predictions  Short-term wind speed forecasting  Strong nonlinearity  Atmosphericboundarylayer  Electricpowertransmissionnetworks  Errorcorrection  Hybridsystems  Windpower  Datadecomposition  Decompositionapproach  Errordecomposition  Forecastingaccuracy  Hybridforecasting  Neuralnetworkpredictions  Short  termwindspeedforecasting  Strongnonlinearity