An Adaptive Hybrid System Using Deep Learning for Wind Speed Forecasting

2021 ◽  
Author(s):  
Paulo S. G. de Mattos Neto ◽  
Joao F. L. de Oliveira ◽  
Domingos S. de O. Santos Junior ◽  
Hugo Valadares Siqueira ◽  
Francisco Madeiro
Keyword(s):  
Deep Learning ◽  
Wind Speed ◽  
Hybrid System ◽  
Wind Speed Forecasting

A novel loss function of deep learning in wind speed forecasting

Energy ◽  
2021 ◽  
pp. 121808
Author(s):  
Xi Chen ◽  
Ruyi Yu ◽  
Sajid Ullah ◽  
Dianming Wu ◽  
Zhiqiang Li ◽  
...  
Keyword(s):  
Deep Learning ◽  
Wind Speed ◽  
Loss Function ◽  
Wind Speed Forecasting

Probabilistic spatiotemporal wind speed forecasting based on a variational Bayesian deep learning model

2020 ◽  
Vol 260 ◽  
pp. 114259 ◽  
Author(s):  
Yongqi Liu ◽  
Hui Qin ◽  
Zhendong Zhang ◽  
Shaoqian Pei ◽  
Zhiqiang Jiang ◽  
...  
Keyword(s):  
Deep Learning ◽  
Wind Speed ◽  
Learning Model ◽  
Variational Bayesian ◽  
Wind Speed Forecasting ◽  
Deep Learning Model

A novel hybrid system based on multi-objective optimization for wind speed forecasting

2020 ◽  
Vol 146 ◽  
pp. 149-165 ◽  
Author(s):  
Chunying Wu ◽  
Jianzhou Wang ◽  
Xuejun Chen ◽  
Pei Du ◽  
Wendong Yang
Keyword(s):  
Wind Speed ◽  
Hybrid System ◽  
Multi Objective Optimization ◽  
Wind Speed Forecasting ◽  
Multi Objective

A hybrid system for short-term wind speed forecasting

2018 ◽  
Vol 226 ◽  
pp. 756-771 ◽  
Author(s):  
Qingqing He ◽  
Jianzhou Wang ◽  
Haiyan Lu
Keyword(s):  
Wind Speed ◽  
Hybrid System ◽  
Short Term ◽  
Wind Speed Forecasting
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