AI Use Case
Optimise performance and positioning of wind turbines
With sufficient warning wind turbines can be positioned at optimal angles to extract maximum benefit from fast-changing gusts of wind. in concentrated fields of windmills the windflow interaction between turbines can also add to the complexity that needs modelling.
Cost - Asset uptime optimisation,Operational - Network optimisation
DeepMind~DeepMind increases value of wind power by 20% by predicting supply 36 hours in advance
Machine Learning (ML),ML Task - Action Selection - Reinforcement Learning ,Product - Data Capture - Telematics,ML Task - Prediction - Binary Classification,ML Task - Prediction - Regression