A Hybrid Wind Power Forecasting Model with XGBoost, Data Preprocessing Considering Different NWPs

A Hybrid Wind Power Forecasting Model with XGBoost, Data Preprocessing Considering Different NWPs

In recent years, wind energy has become a competitively priced source of energy around the world, which has created increasing challenges for system operators. Accurate wind power generation forecasting plays an important role in power systems to improve the reliable and efficient operation. Therefo...

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Bibliographic Details
Main Authors: Quoc Thang Phan, Yuan Kang Wu, Quoc Dung Phan
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Applied Sciences
Subjects:
wind power forecasting
deterministic forecasting
probabilistic forecasting
numerical weather prediction (NWP)
data preprocessing
XGBoost
Online Access:https://www.mdpi.com/2076-3417/11/3/1100

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