Short-term PV power prediction based on the 24 traditional Chinese solar terms and adaboost-GA-BP model

Short-term PV power prediction based on the 24 traditional Chinese solar terms and adaboost-GA-BP model

High-precision, short-term power forecasting for photovoltaic systems not only reduces unnecessary energy consumption but also provides power grid security. To this end, in this paper we propose a photovoltaic short-term power forecasting model based on the division of data of the 24 traditional Chi...

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Bibliographic Details
Main Authors: Yujun Liu, Shutong Duan, Xinrui He, Hongqing Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Energy Research
Subjects:
photovoltaic power
short-term forecast
24 solar terms
back-propagation neural network
genetic algorithm
adaboost algorithm
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2023.1229695/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2023.1229695/full

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