Ultra-Short-Term Wind Farm Power Prediction Considering Correlation of Wind Power Fluctuation

Ultra-Short-Term Wind Farm Power Prediction Considering Correlation of Wind Power Fluctuation

Accurate ultra-short-term power prediction for wind farms is challenging under rapid wind speed fluctuations, complicating production planning and power balancing. This paper proposes a new method considering spatial and temporal correlations of wind fluctuations among adjacent wind farms. The metho...

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Bibliographic Details
Main Authors: Chuandong Li, Minghui Zhang, Yi Zhang, Ziyuan Yi, Huaqing Niu
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Sensors
Subjects:
adjacent wind farms
ultra-short-term output prediction
spatial–temporal correlation
prior information period
variational Bayesian model
Online Access:https://www.mdpi.com/1424-8220/24/20/6538

Internet

https://www.mdpi.com/1424-8220/24/20/6538

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