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physics.ao-ph2023★ 1 cited
Extending intraday solar forecast horizons with deep generative models
Alberto Carpentieri, Doris Folini, Jussi Leinonen +1
Surface solar irradiance (SSI) plays a crucial role in tackling climate change - as an abundant, non-fossil energy source, exploited primarily via photovoltaic (PV) energy producti…
physics.ao-ph2023
Intraday probabilistic forecasts of solar resources with cloud scale-dependent autoregressive advection
Alberto Carpentieri, Seppo Pulkkinen, Daniele Nerini +3
Solar energy supply is usually highly volatile which limits its integration in the power grid. Accurate probabilistic intraday forecasts of solar resources are essential to increas…