Short-term photovoltaic power prediction combination model considering seasonal characteristic and data window

Short-term photovoltaic power prediction combination model considering seasonal characteristic and data window

The intermittency and randomness of photovoltaic power present different characteristics due to seasonal variations, so it is important to consider seasonal characteristics to improve the accuracy of photovoltaic power prediction. Therefore, a short-term photovoltaic power prediction combination mod...

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Bibliographic Details
Main Authors: ZHANG Jing, XIONG Guojiang
Format: Article
Language:zho
Published: Editorial Department of Electric Power Engineering Technology 2025-01-01
Series:电力工程技术
Subjects:
short-term photovoltaic power prediction
seasonal characteristics
data window
gated recurrent unit (gru)
extreme gradient boosting (xgboost)
combination model
Online Access:https://www.epet-info.com/dlgcjsen/article/abstract/240202096
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