Client challenge A renewable energy wholesaler operating its own PV farm and battery storage system was looking to automate energy production and storage management. The goal was to reduce energy loss and increase efficiency — the existing system relied on manual…
AI for wind and solar farms: production optimization and Predictive Maintenance
Problem Operators of wind and solar farms increasingly face challenges related to unstable energy production and unexpected equipment failures, leading to significant financial losses. There is a lack of tools for accurately predicting faults in wind turbines, PV panels, or biogas…
Modern energy grid: how AI supports TSO and DSO in the era of renewable energy
Problem Transmission (TSO) and distribution (DSO) system operators across Europe are facing a new challenge: integrating fluctuating renewable energy sources (RES) into the grid. Unstable production from wind and solar farms, combined with the lack of accurate forecasts and rising consumer…