Photovoltaic production forecast
Artificial Intelligence as an accelerator of the Energy Transition
Photovoltaic production forecast
Project to forecast the electrical production from photovoltaic panels
Challenge
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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Position – Company
Success stories
Renewable energy production forecasting
Project to predict solar panel energy production
Batisense
Energy optimization solution for buildings
Making hybrid vehicle engines more efficient
Project to optimize the energy consumption of a hybrid engine
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