Project reuniting R&D efforts to develop products using ML and optimization for the exploitation of hydrogen stations. Made in the context of a start-up endeavor.
The repository is supposed to contains:
- Python files contianing:
- The gym custom environment
HydrogenStationEnv
containing the agent's behaviour - The hydrogen_station.py contains all the classes for the hydrogen station + the wind turbine for the renewable energy source
- A utils.py containing basic utility functions like the
grid_tariffs
The notebooks directory contains: - The main notebooks for reading data and simulation and the training of the agent
- Some notebooks made for practice with the necessary packages (gym, pytorch...)
- The gym custom environment
Still need to work on it.