The Potential of Machine Learning for Wind Speed and Direction Short-Term Forecasting: A Systematic Review

The Potential of Machine Learning for Wind Speed and Direction Short-Term Forecasting: A Systematic Review

Wind forecasting, which is essential for numerous services and safety, has significantly improved in accuracy due to machine learning advancements. This study reviews 23 articles from 1983 to 2023 on machine learning for wind speed and direction nowcasting. The wind prediction ranged from 1 min to 1...

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Bibliographic Details
Main Authors: Décio Alves, Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Computers
Subjects:
deep learning
machine learning
nowcast
wind speed
wind direction
wind
Online Access:https://www.mdpi.com/2073-431X/12/10/206

Internet

https://www.mdpi.com/2073-431X/12/10/206

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