TCN-GRU Based on Attention Mechanism for Solar Irradiance Prediction

TCN-GRU Based on Attention Mechanism for Solar Irradiance Prediction

The global horizontal irradiance (GHI) is the most important metric for evaluating solar resources. The accurate prediction of GHI is of great significance for effectively assessing solar energy resources and selecting photovoltaic power stations. Considering the time series nature of the GHI and mo...

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Bibliographic Details
Main Authors:	Zhi Rao, Zaimin Yang, Xiongping Yang, Jiaming Li, Wenchuan Meng, Zhichu Wei
Format:	Article
Language:	English
Published:	MDPI AG 2024-11-01
Series:	Energies
Subjects:	photovoltaic prediction photovoltaic power plants site selection deep neural networks deep convolutional neural networks map distribution characteristics
Online Access:	https://www.mdpi.com/1996-1073/17/22/5767
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