Probabilistic wind power forecasting using selective ensemble of finite mixture Gaussian process regression models

2021 ◽  
Author(s):  
Huaiping Jin ◽  
Lixian Shi ◽  
Xiangguang Chen ◽  
Bin Qian ◽  
Biao Yang ◽  
...  
Keyword(s):  
Gaussian Process ◽  
Wind Power ◽  
Regression Models ◽  
Gaussian Process Regression ◽  
Finite Mixture ◽  
Wind Power Forecasting ◽  
Selective Ensemble ◽  
Power Forecasting

A Novel Hybrid Models Based on Gaussian Process Regression for Short-Term Wind Power Forecasting

2021 ◽  
Author(s):  
Qingcheng Lin ◽  
Xuhai Chen ◽  
Hanwei Liu ◽  
Guangyu Liu ◽  
Xuefeng Li ◽  
...  
Keyword(s):  
Gaussian Process ◽  
Wind Power ◽  
Gaussian Process Regression ◽  
Hybrid Models ◽  
Short Term ◽  
Wind Power Forecasting ◽  
Power Forecasting

scholarly journals Hybrid Probabilistic Wind Power Forecasting Using Temporally Local Gaussian Process

2016 ◽  
Vol 7 (1) ◽  
pp. 87-95 ◽  
Author(s):  
Juan Yan ◽  
Kang Li ◽  
Er-Wei Bai ◽  
Jing Deng ◽  
Aoife M. Foley
Keyword(s):  
Gaussian Process ◽  
Wind Power ◽  
Wind Power Forecasting ◽  
Power Forecasting

scholarly journals Time series wind power forecasting based on variant Gaussian Process and TLBO

2016 ◽  
Vol 189 ◽  
pp. 135-144 ◽  
Author(s):  
Juan Yan ◽  
Kang Li ◽  
Erwei Bai ◽  
Zhile Yang ◽  
Aoife Foley
Keyword(s):  
Time Series ◽  
Gaussian Process ◽  
Wind Power ◽  
Wind Power Forecasting ◽  
Power Forecasting
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