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Optimal Power Flow Prediction on OPFData 118-IEEE
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0.28
Average Constraint Violation Sij(+) (Scaled)
FNN
-18.7928
109.9486
238.69
367.4314
Oct 8, 2025
Average Constraint Violation Sij(+) (Scaled)
Average Constraint Violation Sji(-) (Scaled)
Average Constraint Violation Pb (Scaled)
Average Constraint Violation Qb (Scaled)
Max Constraint Violation Sij(+)
Max Constraint Violation Sji(-)
Max Constraint Violation Pb
Max Constraint Violation Qb
Optimality Gap
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Constraint Violation Sij(+) (Scaled)
Average Constraint Violation Sji(-) (Scaled)
Average Constraint Violation Pb (Scaled)
Average Constraint Violation Qb (Scaled)
Max Constraint Violation Sij(+)
Max Constraint Violation Sji(-)
Max Constraint Violation Pb
Max Constraint Violation Qb
Optimality Gap
FNN
Evaluation mode=Zero-s...
2025.10
0.28
0.06
6.86
1.53
0.47
0.47
2.61
0.67
0.28
CNN
Evaluation mode=Zero-s...
2025.10
1.57
1.18
0.15
5.6
1.17
1.16
3.71
1.28
0.01
HH-MPNN
Evaluation mode=Zero-s...
2025.10
11.12
11.35
3.04
13.75
2.44
2.45
4.39
1.89
0.05
GCN
Evaluation mode=Zero-s...
2025.10
477.1
478.7
225.1
310
4.98
5.01
8.33
5.62
9.94
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