This repo serves as a minimal implmentation case for iCore project.
IEEE_13_3p.py is the Python code for the three phase IEEE-13 bus built by the provided OpenDSS model. By running this code, you can see the distribution of voltage violation at the initial step.
safeDDPG.py is the model for our proposed method.
train_DDPG.py is the code for training or testing the model
The checkpoints are available at checkpoints/three-phase/13bus3p/safe-ddpg/three_single (Checkpoints in three_single copy refers to linear controllers)
If you want to test the trained models, please go to the train_DDPG.py, change
status = 'test'
Then run train_DDPG.py