Research Article
Multisource Data Fusion Diagnosis Method of Rolling Bearings Based on Improved Multiscale CNN
Table 4
Comparison of results of different algorithms.
| | Number | Algorithm | Accuracy (%) | Standard deviation |
| | 1 | CNN (vertical) | 99.08 | 0.858836 | | 2 | CNN (horizontal) | 97.62 | 1.157411 | | 3 | MCCNN (combination) | 98.6 | 0.758947 | | 4 | MSCNN (combination) | 99.14 | 0.732393 | | 5 | MSCNN-GAP (combination) | 99.93 | 0.149071 |
|
|
