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 partsStatusCumulative number of testsFalse alarm times/missed detection times based on MEMD-NLOPEFalse alarm rate/missed detection rate based on MEMD-NLOPE (%)False alarm times/missed detection times based on MEMED-NLOPEFalse alarm rate/missed detection rate based on MEMED-NLOPE (%)

PlatenHealthy status401537.50410.00
Tending to damaged status401947.5012.50

RollerHealthy status40615.0000.00
Damaged status40410.0012.50