AC Power Flow on PFΔ case500 (test)
30Success RateFlat start
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Flat startIteration cap=10002026.05 | 30 | 15.2 | 15.2 | 14.4 | 7.59 | |
| DC startIteration cap=10002026.05 | 30 | 15.77 | 15.77 | 4.32 | 7.21 | |
| Newton’s Lantern (GRPO+Rϕ)Backbone=GNN, Hidden dimension (d)=128, Message passing rounds (T)=32, Iteration cap=10002026.05 | 30 | 15 | 15 | 9.66 | 1.47 | |
| PPO+V*Backbone=GNN, Hidden dimension (d)=128, Message passing rounds (T)=32, Iteration cap=10002026.05 | 29 | 15.17 | 48 | 9.58 | 1.49 | |
| SFTBackbone=GNN, Hidden dimension (d)=128, Message passing rounds (T)=32, Iteration cap=10002026.05 | 27 | 15 | 113.5 | 9.62 | 1.38 |