Machine learning algorithms used in Chinook to control the pitch angle and the gearbox ratio. Some algorithms are also used to learn how the wind turbine acts in different conditions.
- Current Gear
- Current WindSpeed
- Current WindTurbine rpm
- New Gear
- New Pitch Angle
The goal is to find the best pitch and gear to put the wind turbine on so we can get more power from it. The fitness function is defined from a Levenberg-Marquardt parametric model regression (cp_finder).