Research Article
Rolling Bearing Fault Diagnosis Based on Sensitive Feature Transfer Learning and Local Maximum Margin Criterion under Variable Working Condition
Table 14
Testing accuracies obtained by OFS-TSFRS-LFDA-SVM.
| sfn | DTCWPT | WPT | Case 1 testing accuracy (%) | Case 2 testing accuracy (%) | Case 3 testing accuracy (%) | Case 4 testing accuracy (%) | Case 1 testing accuracy (%) | Case 2 testing accuracy (%) | Case 3 testing accuracy (%) | Case 4 testing accuracy (%) |
| 20 | 99.79 | 94.58 | 99.38 | 85.83 | 97.71 | 74.79 | 97.50 | 72.29 | 30 | 99.17 | 98.75 | 99.58 | 90.63 | 99.58 | 66.46 | 98.54 | 67.50 | 40 | 99.58 | 98.96 | 99.79 | 97.50 | 99.17 | 65.63 | 98.96 | 76.88 | 50 | 90.79 | 66.25 | 100.00 | 67.08 | 99.58 | 64.79 | 99.58 | 66.46 | 70 | 100.00 | 66.67 | 100.00 | 73.33 | 99.79 | 61.46 | 99.38 | 67.71 | 90 | 100.00 | 72.08 | 100.00 | 66.88 | 99.58 | 59.79 | 99.79 | 58.54 | 120 | 100.00 | 80.42 | 100.00 | 83.33 | 99.79 | 63.75 | 99.38 | 61.46 | 140 | 100.00 | 89.38 | 99.79 | 90.83 | 99.17 | 64.38 | 98.54 | 71.25 | 160 | 100.00 | 97.29 | 99.38 | 83.54 | 96.04 | 62.50 | 95.42 | 66.25 | 180 | 99.17 | 88.75 | 98.96 | 76.46 | 96.04 | 62.08 | 91.25 | 71.04 |
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Dimension size is 11.
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