A Wind Power Forecasting Model Using LSTM Optimized by the Modified Bald Eagle Search Algorithm

A Wind Power Forecasting Model Using LSTM Optimized by the Modified Bald Eagle Search Algorithm

High-precision forecasting of short-term wind power (WP) is integral for wind farms, the safe dispatch of power systems, and the stable operation of the power grid. Currently, the data related to the operation and maintenance of wind farms mainly comes from the Supervisory Control and Data Acquisiti...

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Bibliographic Details
Main Authors: Wumaier Tuerxun, Chang Xu, Hongyu Guo, Lei Guo, Namei Zeng, Yansong Gao
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Energies
Subjects:
MBES algorithm
WP forecasting
LSTM
wind turbine
parameter optimization
Online Access:https://www.mdpi.com/1996-1073/15/6/2031

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https://www.mdpi.com/1996-1073/15/6/2031

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