Photovoltaic production forecast

Artificial Intelligence as an accelerator of the Energy Transition

Photovoltaic production forecast

Project to forecast the electrical production from photovoltaic panels


The number of metrics collected on the different RE sources is constantly increasing.

The coupling of these data with weather data allows us to predict future production.

Implementation / Expertise mobilized

Probayes has worked on 3 axes, data collection, analysis and finally prediction:

– Collection of electrical production data from the PV system at the inverter output
– Collection of weather forecast data: solar radiation, cloud cover, temperature, rain, wind
– Analysis and prediction of time series to determine future energy production

Areas concerned by this approach

– Network management and balancing
– Energy market (day-ahead / infra-day)
– Isolated sites to anticipate start-ups
– Self-consumption

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Success stories

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