Research Article
Fault Identification of UHVDC Transmission Based on DF-AD and Ensemble Learning
Table 14
Comparison with other classification methods (30 dB noise).
| Ref. | Signal process | Classification algorithm | Accuracy (%) |
| [13] | EMD | CNN | 93.01 | [40] | FFT + GAF | CNN | 98.09 | [41] | | DBN | 93.97 | [42] | DWT | ANN | 97.78 | Proposed | DF-AD | Ensemble classifier | 98.41 |
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