ML4WX

Nowcasting

A deep learning model for intra-day forecasting of solar irradiance using satellite-based estimations in the vicinity of a PV power plant

Emilio Pérez, J. M. Alonso Pérez, Jorge Segarra-Tamarit, Héctor Beltrán

Solar Energy ·

Paper

In one sentence. Deep learning forecasts intra-day solar irradiance from satellite-derived estimates near a PV plant, a short-horizon nowcasting application.

Labels

Topic
Nowcasting
Type
New model or method
Method
Other
Time scale
0–6 h
Domain
Local / station
Data
Satellite
Status
Research
Identifiers
DOI:10.1016/j.solener.2021.02.033 OpenAlex:W3147053664
Added
2026-10-22

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