Search Results - "Carpentieri, Alberto"

Extending intraday solar forecast horizons with deep generative models by Carpentieri, Alberto, Folini, Doris, Leinonen, Jussi, Meyer, Angela

“…Surface solar irradiance (SSI) plays a crucial role in tackling climate change - as an abundant, non-fossil energy source, exploited primarily via photovoltaic…”
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Data-driven Surface Solar Irradiance Estimation using Neural Operators at Global Scale by Carpentieri, Alberto, Leinonen, Jussi, Adie, Jeff, Bonev, Boris, Folini, Doris, Hariri, Farah

“…Accurate surface solar irradiance (SSI) forecasting is essential for optimizing renewable energy systems, particularly in the context of long-term energy…”
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Satellite-derived solar radiation for intra-hour and intra-day applications: Biases and uncertainties by season and altitude by Carpentieri, Alberto, Folini, Doris, Wild, Martin, Vuilleumier, Laurent, Meyer, Angela

“…Accurate estimates of the surface solar radiation (SSR) are a prerequisite for intra-day forecasts of solar resources and photovoltaic power generation…”
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Intraday probabilistic forecasts of solar resources with cloud scale-dependent autoregressive advection by Carpentieri, Alberto, Pulkkinen, Seppo, Nerini, Daniele, Folini, Doris, Wild, Martin, Meyer, Angela

“…Solar energy supply is usually highly volatile which limits its integration in the power grid. Accurate probabilistic intraday forecasts of solar resources are…”
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