Research Article
Condition Monitoring of Mechanical Components Based on MEMED-NLOPE under Multiscale Features
Table 4
Performance evaluation results based on MEMD-NLOPE and MEMED-NLOPE.
| Mechanical parts | Status | Cumulative number of tests | False alarm times/missed detection times based on MEMD-NLOPE | False alarm rate/missed detection rate based on MEMD-NLOPE (%) | False alarm times/missed detection times based on MEMED-NLOPE | False alarm rate/missed detection rate based on MEMED-NLOPE (%) |
| Platen | Healthy status | 40 | 15 | 37.50 | 4 | 10.00 | Tending to damaged status | 40 | 19 | 47.50 | 1 | 2.50 |
| Roller | Healthy status | 40 | 6 | 15.00 | 0 | 0.00 | Damaged status | 40 | 4 | 10.00 | 1 | 2.50 |
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