Short-term solar radiation forecast using total sky imager via transfer learning

Short-term solar radiation forecast using total sky imager via transfer learning

Ground-based sky cameras, which capture hemispherical images, have been extensively used for localized monitoring of clouds. This paper proposes a short-term forecasting approach based on transfer learning using Total Sky-Imager (TSI) images of the Southern Great Plains (SGP) site obtained from the...

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Bibliographic Details
Main Authors: Prajowal Manandhar, Marouane Temimi, Zeyar Aung
Format: Article
Language:English
Published: Elsevier 2023-03-01
Series:Energy Reports
Subjects:
Energy
Solar radiation
Sky imager
Deep transfer learning
Forecasting
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484722024738

Internet

http://www.sciencedirect.com/science/article/pii/S2352484722024738

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