Short-term photovoltaic power prediction based on modal reconstruction and hybrid deep learning model

Short-term photovoltaic (PV) power prediction is significant in improving power grid planning and dispatching capacity. However, the change of PV power has strong randomness and volatility, which will affect the prediction accuracy. A PV power short-term prediction model is proposed in this paper, w...

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Bibliographic Details
Main Authors: Zheng Li, Ruosi Xu, Xiaorui Luo, Xin Cao, Shenhui Du, Hexu Sun
Format: Article
Language:English
Published: Elsevier 2022-11-01
Series:Energy Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S235248472201441X