gym-wind-turbine | OpenAI Gym environment which reproduces the behaviour

gym-wind-turbine is a Python library typically used in Manufacturing, Utilities, Energy, Utilities applications. gym-wind-turbine has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

The gym-wind-turbine is a OpenAI Gym environment which reproduces the behaviour of a wind turbine realistically. Behind the scenes, the environment interfaces with the aerolastic code called CCBlade in order to compute the aerodynamic forces. Then, a simplified model of the drivetrain is added so that a driver can be implemented. The aim is to create a controller using reinforcement learning algorithms which can maximise the energy produced (power) and minimise the unwanted forces (thrust). The progress of the learning process can be also monitored by plotting metrics in real time. Here is an example of the real control in action which can be used as a reference.