Custom environment for to optimize microgrid operations with constraints

[dungdao191299]

I am working on a problem to create an operation schedule for a microgrid using reinforcement learning (RL). I am facing difficulties in setting constraints when building the environment. I noticed that Omnisafe supports running RL problems with constraints, but I am unsure how to use it.

The environment includes: a generator (Ge), renewable energy sources (RE), and a battery energy storage system (BESS) along with its state of charge (SOC).
Constraints:

• SOC: 0 < SOC < 1
• Energy balance: RE + Ge + BESS = Load
  Objective: Minimize (GEN * costPerKw).