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ARTIFICIAL INTELLIGENCE SOLAR FORECAST FOR TODAY AND TOMORROW
|Last update: July 2020|
⇒ This service provides time series of Artificial Intelligence solar radiation forecast for today and tomorrow.
This service is based on a machine learning method called Gradient Boosting.
⇒ The features of this service are:
WHY USING THIS SERVICE?
This service is useful to :
This service can provide along with solar radiation data the meteorological data from GFS: Temperature (at 2 m), Relative Humidity (at 2 m), Pressure (at 2 m), Wind speed and direction (at 10 m), Rainfall, Snowfall and Snow depth.
Solar AI forecast demonstration updated in real time
The graph hereafter is the Global Horizontal Irradiation 15 minutes forecast over Carpentras, France (44.083, 5.059).
On the following graph over Petrolina, Brasil (-9.068, -40.319), the blue and green color filled intervals represent the forecast uncertainties. It is useful for the electricity storage system.
⇒ Solar AI forecast service uses as inputs :
- Historical solar data from HelioClim 3: Global Horizontal Irradiation and ToA
- Historical CAMS McClear: clear sky radiation
QUALITY RESULTS OF THE SERVICE
⇒ This service requires a learning step and is available on-demand.