A Fast and Accurate Wind Speed and Direction Nowcasting Model for Renewable Energy Management Systems

A Fast and Accurate Wind Speed and Direction Nowcasting Model for Renewable Energy Management Systems

To plan operations and avoid any grid disturbances, power utilities require accurate power generation estimates for renewable generation. The generation estimates for wind power stations require an accurate prediction of wind speed and direction. This paper proposes a new prediction model for nowcas...

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Bibliographic Details
Main Authors: Saira Al-Zadjali, Ahmed Al Maashri, Amer Al-Hinai, Rashid Al Abri, Swaroop Gajare, Sultan Al Yahyai, Mostafa Bakhtvar
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Energies
Subjects:
ensemble neural networks
nowcasting
renewable energy
wind direction prediction
wind speed prediction
Online Access:https://www.mdpi.com/1996-1073/14/23/7878

Internet

https://www.mdpi.com/1996-1073/14/23/7878

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