Table 2 Detection time for fault section estimation and classification networks
ANN Network | Test Cases | Detection Time (ms) | Accuracy (correct answers) |
|---|---|---|---|
Section estimation network | 82% | Less than quarter cycle | 100% (277137 cases) |
18% | Less than half cycle | ||
Fault classification network | 80% | Less than quarter cycle | 99.6% (247590 cases) |
20% | Less than half cycle |