Research Article

A Morphological Filtering Method Based on Particle Swarm Optimization for Railway Vehicle Bearing Fault Diagnosis

Table 1

The classical operations and corresponding expressions.

NameExpressionNameExpression

Morphological gradient (MG)Difference filter (DIF)
Black top-hat transform (BTH)Close and open average (AC&O)
White top-hat transform (WTH)Open-close (OC)
Combination of WTH and positive BTH (CWTH&PBTH)Close-open (CO)
Combination morphological filter (CMF)CO and OC gradient (GCO&OC)
Combination morphological filter hat (CMFH)Morphology gradient product operation (MGPO)