Table 5 Data for validation with Bi-LSTM trained network
From: Fault classification of three phase induction motors using Bi-LSTM networks
Voltages and currents values (Validation data) | Type of classification | |||||
|---|---|---|---|---|---|---|
VRY | VYB | VBR | IR | IB | IY | Â |
405.1 | 405.4 | 405.6 | 7.74 | 7.72 | 7.73 | NO |
399.7 | 400 | 400.2 | 9.45 | 9.43 | 9.44 | OL |
443.2 | 443.4 | 443.5 | 7.44 | 7.45 | 7.44 | OV |
347.6 | 347.8 | 348.0 | 8.55 | 8.54 | 8.54 | UV |
407.5 | 395.9 | 396.2 | 8.74 | 7.99 | 6.75 | VUB |
292.1 | 400.6 | 368.8 | 0 | 16.54 | 16.54 | SP |