Research Article
Gearbox Fault Identification and Classification with Convolutional Neural Networks
Table 5
Condition patterns of the experiment.
| | Number of patterns | Basic faults | | Gear faults | Bear faults | | | | | | | | |
| | A | 7 | 3 | 1 | 1 | 1 | 2 | 3 | 1 | | B | 7 | 3 | 6 | 8 | 1 | 1 | 1 | 1 | | C | 5 | 5 | 1 | 1 | 6 | 7 | 2 | 1 | | D | 7 | 1 | 1 | 1 | 6 | 7 | 2 | 1 | | E | 1 | 2 | 1 | 1 | 1 | 6 | 3 | 1 | | F | 1 | 3 | 1 | 1 | 1 | 5 | 3 | 1 | | G | 2 | 9 | 1 | 1 | 6 | 7 | 3 | 1 | | H | 5 | 5 | 1 | 1 | 6 | 3 | 2 | 4 | | I | 2 | 6 | 1 | 1 | 6 | 5 | 2 | 1 | | J | 1 | 11 | 1 | 1 | 1 | 3 | 4 | 1 | | K | 1 | 1 | 1 | 1 | 1 | 6 | 3 | 1 | | L | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 |
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