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...)

Still need to work on it.