Table 2.
Some sample testing data and output.
| V | R eqv | L eqv | C eqv | L. L. | L sat | V PSB | V RBFNN | Error V | T PSB | T RBFNN | Error T |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 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 |
V: voltage at transformer bus before switching (p.u.), R eqv: equivalent resistance (p.u.), L eqv: equivalent inductance (p.u.), C eqv: equivalent capacitance (p.u.), L. L.: line length (km), L sat: saturation curve slope (p.u.), error V : voltage error (%), and error T : duration time error (%).