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Optimal Power Flow Prediction on OPFData 57-IEEE
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Avg Constraint Violation Sij(+)
FNN
-0.001
-0.0005
0
0.0005
Oct 8, 2025
Avg Constraint Violation Sij(+)
Avg Constraint Violation Sji(-)
Avg Constraint Violation Pb
Avg Constraint Violation Qb
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
Avg Constraint Violation Sij(+)
Avg Constraint Violation Sji(-)
Avg Constraint Violation Pb
Avg Constraint Violation Qb
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
0
1.68
0.46
0
0
0.36
0.18
13
CNN
Evaluation mode=Zero-s...
2025.10
0
0
1.83
3.26
0
0
0.44
0.25
8
GCN
Evaluation mode=Zero-s...
2025.10
0
0
4.08
4.73
0
0
3.03
1.41
36
HH-MPNN
Evaluation mode=Zero-s...
2025.10
0
0
5.51
4.5
0
0
0.91
0.41
25
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