Power System Control on IEEE 39-bus New England test system critical disturbances simulation
2.3Constraint Violations (%)MA-MPPI
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MA-MPPI2025.09 | 2.3 | 1.06 | 18.7 | 34.5 | 4.2 | |
| Motion Transformer2025.09 | 3.5 | 1.08 | 15.8 | 52.1 | 5.5 | |
| Diffusion Policy2025.09 | 4.1 | 1.09 | 14.3 | 46.2 | 6.3 | |
| DKO-based MPC2025.09 | 4.8 | 1.11 | 13.1 | 36.7 | 7.1 | |
| Standard MPPI2025.09 | 5.7 | 1.13 | 11.2 | 27.8 | 8.7 | |
| MLP-based MPC2025.09 | 6.2 | 1.16 | 10.3 | 31.2 | 9.6 |