Time Series Model of Wind Power Forecasting Error by using Beta Distribution for Optimal Sizing of Battery Storage

2019 ◽  
Vol 139 (3) ◽  
pp. 212-224
Author(s):  
Xiaowei Dui ◽  
Masakazu Ito ◽  
Yu Fujimoto ◽  
Yasuhiro Hayashi ◽  
Guiping Zhu ◽  
...  
Keyword(s):  
Time Series ◽  
Wind Power ◽  
Beta Distribution ◽  
Time Series Model ◽  
Battery Storage ◽  
Wind Power Forecasting ◽  
Optimal Sizing ◽  
Forecasting Error ◽  
Power Forecasting

A novel bidirectional mechanism based on time series model for wind power forecasting

2016 ◽  
Vol 177 ◽  
pp. 793-803 ◽  
Author(s):  
Yongning Zhao ◽  
Lin Ye ◽  
Zhi Li ◽  
Xuri Song ◽  
Yansheng Lang ◽  
...  
Keyword(s):  
Time Series ◽  
Wind Power ◽  
Time Series Model ◽  
Wind Power Forecasting ◽  
Power Forecasting

Wind power forecasting based on time series model using deep machine learning algorithms

2021 ◽  
Author(s):  
V. Chandran ◽  
Chandrashekhar K. Patil ◽  
Anto Merline Manoharan ◽  
Aritra Ghosh ◽  
M.G. Sumithra ◽  
...  
Keyword(s):  
Machine Learning ◽  
Time Series ◽  
Wind Power ◽  
Learning Algorithms ◽  
Time Series Model ◽  
Machine Learning Algorithms ◽  
Wind Power Forecasting ◽  
Power Forecasting

scholarly journals Impact of wind power forecasting error bias on the economic operation of autonomous power systems

Wind Energy ◽  
2009 ◽  
Vol 12 (4) ◽  
pp. 315-331 ◽  
Author(s):  
Antonis G. Tsikalakis ◽  
Nikos D. Hatziargyriou ◽  
Yiannis A. Katsigiannis ◽  
Pavlos S. Georgilakis
Keyword(s):  
Power Systems ◽  
Wind Power ◽  
Wind Power Forecasting ◽  
Forecasting Error ◽  
Economic Operation ◽  
Autonomous Power Systems ◽  
Error Bias ◽  
Power Forecasting
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