A novel sky image-based solar irradiance nowcasting model with convolutional block attention mechanism

Global horizontal irradiance (GHI) is a crucial factor impacting photovoltaic (PV) production, and is required for accurate real-time photovoltaic power forecasting. And it is a new effective solution to obtain the real-time GHI by the sky images because the GHI is mainly affected by the cloud cover...

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Bibliographic Details
Main Authors: Shaojian Song, Zijun Yang, HuiHwang Goh, Qingbao Huang, Gang Li
Format: Article
Language:English
Published: Elsevier 2022-08-01
Series:Energy Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484722004127