Research Article
Vibration Analysis of Shaft Misalignment Using Machine Learning Approach under Variable Load Conditions
Table 5
SVM multifault classifier output for selected samples at 1200 rpm.
| | Rotational speed (rpm) | Fault type | Number of samples | Classed by SVM | SVM: distance to H | | Healthy | Offset | Angular |
| | 1200 | Healthy | 10 | 0 | — | — | 0.0139 | | Misaligned | 10 | — | — | −1 | −1.925 | | Misaligned | 10 | — | 1 | — | 1.239 | | Misaligned | 10 | — | 1 | — | 2.920 | | Misaligned | 10 | — | — | −1 | −1.110 | | Misaligned | 10 | — | 1 | — | 3.572 |
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