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Optimal Power Flow on PGLearn 57-IEEE (test)
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Avg Constraint Violation Sij(+) (x10^-4 p.u.)
FNN
-0.001
-0.0005
0
0.0005
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
2025.10
0
0
0.05
2
0
0
1
0.67
8
CNN
2025.10
0
0
3
0.43
0
0
0.85
0.5
22
GCN
2025.10
0
0
2
15
0
0
3.58
1.46
99
HH-MPNN
2025.10
0
0
2.85
0.7
0
0
2.57
0.68
15
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