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Optimal Power Flow Prediction on OPFData 2000-GOC
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Avg Constraint Violation Sij(+) (x10^-4 p.u.)
FNN
-0.034
0.1955
0.425
0.6545
Oct 8, 2025
Avg Constraint Violation Sij(+) (x10^-4 p.u.)
Avg Constraint Violation Sji(-) (x10^-4 p.u.)
Avg Constraint Violation Pb (x10^-4 p.u.)
Avg Constraint Violation Qb (x10^-4 p.u.)
Max Constraint Violation Sij(+) (p.u.)
Max Constraint Violation Sji(-) (p.u.)
Max Constraint Violation Pb (p.u.)
Max Constraint Violation Qb (p.u.)
Optimality Gap (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Avg Constraint Violation Sij(+) (x10^-4 p.u.)
Avg Constraint Violation Sji(-) (x10^-4 p.u.)
Avg Constraint Violation Pb (x10^-4 p.u.)
Avg Constraint Violation Qb (x10^-4 p.u.)
Max Constraint Violation Sij(+) (p.u.)
Max Constraint Violation Sji(-) (p.u.)
Max Constraint Violation Pb (p.u.)
Max Constraint Violation Qb (p.u.)
Optimality Gap (%)
FNN
Evaluation mode=Zero-s...
2025.10
0
0
0.73
1.36
0
0
3.27
0.71
2
CNN
Evaluation mode=Zero-s...
2025.10
0
0
1.26
8.48
0
0
2.49
0.6
1
HH-MPNN
Evaluation mode=Zero-s...
2025.10
0.85
0.86
2.19
9.59
3.84
3.84
24.8
8.64
1
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