Wind Speed Prediction Research Considering Wind Speed Ramp and Residual Distribution

Wind Speed Prediction Research Considering Wind Speed Ramp and Residual Distribution

The random fluctuation of wind leads to the instability of wind power, particularly wind power intermittency is a critical event in case of grid connected power plants, leading to severe consequences like low system reliability, high reserve capacity and high operational costs. This paper proposes a...

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Bibliographic Details
Main Authors: Yagang Zhang, Shuang Gao, Jingyi Han, Minghui Ban
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Wind speed prediction
variational mode decomposition
wind speed ramp
long short-term memory neural network
Kernel density estimation
Online Access:https://ieeexplore.ieee.org/document/8832164/

Internet

https://ieeexplore.ieee.org/document/8832164/

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