/PCAT-Power-Grid

Primary LanguageJupyter Notebook

Physics-constrainted-Adversarial-Training

data: Training data: "train_data.mat" Testing data: "testing_sigPQ_perturb_%?.mat" is the testing data in Scenario 1, and "testing_SigControl_allgener_%?.mat" is the testing data in Scenario 2.

Models: TRADES_regu-Final.ipynb: this is the "TRADES_regu" model TRADES_physics-Final.ipynb: This is the "TRADES_physics" model PGD_regu_final: This is the "PGD_regu" model FGSM_regu_final: This is the "FGSM_regu" model