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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Success stories:

Tableau de bord futuriste d'un véhicule autonome

Autonomous vehicles

Project to improve autonomous vehicle driving systems

Predictive maintenance for heavy vehicles

Project to predict the risk of a breakdown depending on vehicle usage classification

moteur hybride

Making hybrid vehicle engines more efficient

Project to enhance perception of the vehicle’s environment

Watch a product demo:

Probayes demo - Autonomous vehicles and environmental perception

For autonomous vehicles to be safe, they have to be able to “see” their immediate surroundings in real time. Probayes has been working on environmental perception since 2005.

Probayes demo - Autonomous vehicles and environmental perception

For autonomous vehicles to be safe, they have to be able to “see” their immediate surroundings in real time. Probayes has been working on automotive environmental perception technology since 2005.