Short-Term Wind Power Prediction Based on LightGBM and Meteorological Reanalysis

Short-Term Wind Power Prediction Based on LightGBM and Meteorological Reanalysis

With the expansion of wind power grid integration, the challenges of sharp fluctuations and high uncertainty in preparing the power grid day-ahead plan and short-term dispatching are magnified. These challenges can be overcome through accurate short-term wind power process prediction based on mining...

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Bibliographic Details
Main Authors: Shengli Liao, Xudong Tian, Benxi Liu, Tian Liu, Huaying Su, Binbin Zhou
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Energies
Subjects:
short-term forecast of wind power
mutual information coefficient
light gradient boosting machine
meteorological factors
nonparametric regression
Online Access:https://www.mdpi.com/1996-1073/15/17/6287

Internet

https://www.mdpi.com/1996-1073/15/17/6287

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