Research Article
Accurate Fault Classifier and Locator for EHV Transmission Lines Based on Artificial Neural Networks
Table 3
Architecture of modular ANN-based fault classifier (FC2).
| | Modular ANN-based fault classifier | Architecture | Mean square error (MSE) | Number of epochs |
| | ANN- | 4-6-1 | 5.91e − 06 | 12 | | ANN- | 4-5-1 | 7.85e − 06 | 14 | | ANN- | 4-8-1 | 4.88e − 06 | 10 | | ANN- | 4-6-1 | 5.97e − 06 | 13 |
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