Research Article
Accurate Fault Classifier and Locator for EHV Transmission Lines Based on Artificial Neural Networks
Table 10
The effect of critical fault condition of modular ANN-based fault locators (FL1, FL2, and FL3).
| | Fault conditions | Desired output (Km) | Actual output (Km) | Error (%) | | Fault type | FIA (°) | () | FL1 | FL2 | FL3 | FL1 | FL2 | FL3 |
| | 360° | 199 | 96 | 93.7422 | 93.5863 | 95.8197 | 2.2578 | 2.4137 | 0.1803 | | - | 360° | — | 96 | 96.7001 | 96.8100 | 95.7881 | 0.7001 | 0.8100 | 0.2119 | | -- | 360° | 199 | 96 | 93.8066 | 97.9806 | 96.3011 | 2.1934 | 1.9806 | 0.3011 | | -- | 360° | — | 96 | 95.0009 | 97.1732 | 96.2999 | 0.9991 | 1.1732 | 0.2999 |
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