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.

Function

Benefits

Cost - Asset uptime optimisation,Operational - Network optimisation

Case Studies

DeepMind~DeepMind increases value of wind power by 20% by predicting supply 36 hours in advance

Industry

Energy

Renewable Energy

Data Sets

Time series

AI Technologies

Machine Learning (ML),ML Task - Action Selection - Reinforcement Learning ,Product - Data Capture - Telematics,ML Task - Prediction - Binary Classification,ML Task - Prediction - Regression

Potential Vendors

DeepMind Technologies