Table 3 Comparison of fault diagnosis effects of different methods.
From: Research on diagnosis method of series arc fault of three-phase load based on SSA-ELM
15A | 20A | Fluctuation | Diagnosis time/s | |
|---|---|---|---|---|
SSA-ELM | 97.1% | 99.1% | 96.6% | 36.249 |
GA-ELM | 96.9% | 98.4% | 96.4% | 42.359 |
PSO-ELM | 96.7% | 98.5% | 96.4% | 41.801 |
ELM | 96.7% | 97.5% | 96.2% | 33.162 |
SSA-SVM | 97.7% | 99% | 95.2% | 70.341 |
CV-SVM | 96.3% | 98% | 95% | 83.292 |
