2023
DOI: 10.1007/s11356-023-30224-1
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Generalized global solar radiation forecasting model via cyber-secure deep federated learning

Arash Moradzadeh,
Hamed Moayyed,
Behnam Mohammadi-Ivatloo
et al.

Abstract: Recently, the increasing prevalence of solar energy in power and energy systems around the world has dramatically increased the importance of accurately predicting solar irradiance. However, the lack of access to data in many regions and the privacy concerns that can arise when collecting and transmitting data from distributed points to a central server pose challenges to current predictive techniques. This study proposes a global solar radiation forecasting approach based on federated learning (FL) and convol… Show more

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