Radial Basis Function Neural Network Application to Power System Restoration Studies
Table 2
Some sample testing data and output.
L. L.
0.951
0.003
0.025
1.2825
165
0.3
1.5338
1.5534
1.2749
0.4204
0.4328
2.9517
0.995
0.003
0.025
1.2825
225
0.38
1.7027
1.7168
0.8261
0.5584
0.5488
1.7205
1.053
0.003
0.025
1.2825
185
0.26
1.5043
1.4904
0.9235
0.4427
0.4371
1.2694
1.053
0.003
0.025
1.2825
185
0.34
1.4674
1.5214
3.6829
0.4262
0.4195
1.5736
1.096
0.003
0.025
1.2825
205
0.3
1.6501
1.6752
1.5216
0.5452
0.5594
2.6128
1.152
0.003
0.025
1.2825
245
0.26
2.1495
2.1115
1.7684
0.7729
0.7638
1.1805
1.179
0.003
0.025
1.2825
235
0.38
2.1645
2.1194
2.0831
0.7878
0.8138
3.2985
1.143
0.003
0.025
1.2825
155
0.34
1.6703
1.6098
3.6194
0.5861
0.5774
1.4918
1.072
0.0035
0.0225
0.3694
200
0.32
1.5347
1.5404
0.3742
0.5049
0.4935
2.2657
1.069
0.0045
0.0225
0.3694
200
0.32
1.5363
1.5076
1.8671
0.4521
0.4649
2.8243
1.071
0.0045
0.0325
2.8044
200
0.32
1.8086
1.7942
0.7938
0.6082
0.5887
3.1984
1.058
0.0055
0.0375
0.9781
200
0.32
1.8312
1.8044
1.4628
0.6325
0.6463
2.1864
1.067
0.0055
0.0275
0.9781
200
0.32
1.6125
1.6795
4.1559
0.6084
0.6134
0.8215
1.069
0.0065
0.0275
1.5869
200
0.32
1.6193
1.6534
2.1035
0.5678
0.5772
1.6478
1.065
0.0065
0.0325
2.1956
200
0.32
1.7578
1.7092
2.7642
0.5058
0.4932
2.4961
: voltage at transformer bus before switching (p.u.), : equivalent resistance (p.u.), : equivalent inductance (p.u.), : equivalent capacitance (p.u.), L. L.: line length (km), : saturation curve slope (p.u.), : voltage error (%), and : duration time error (%).
