Spatial load forecasting method based on double-layer XGBoost and data enhancement

Spatial load forecasting method based on double-layer XGBoost and data enhancement

Spatial load forecasting faces the problems of multiple characteristic factors and data shortage. A spatial load forecasting method based on double-layer extreme gradient boosting (XGBoost) and data enhancement is proposed. Firstly, the area to be predicted is divided into several sub regions accord...

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Bibliographic Details
Main Authors: HUANG Dongmei, ZHANG Ningning, HU Anduo, HU Wei, XIAO Yong, CHEN Anqing
Format: Article
Language:zho
Published: Editorial Department of Electric Power Engineering Technology 2023-01-01
Series:电力工程技术
Subjects:
spatial load forecasting
extreme gradient boosting (xgboost)
feature selection
generative adversarial network (gan)
data enhancement
extreme learning machine (elm)
Online Access:https://www.epet-info.com/dlgcjsen/article/abstract/220114068

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https://www.epet-info.com/dlgcjsen/article/abstract/220114068

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