Research Article

Fault Diagnosis System of Induction Motors Based on Multiscale Entropy and Support Vector Machine with Mutual Information Algorithm

Table 3

A description of the faulty induction motors.

Fault conditionFault descriptionOthers

Unbalance rotor (MUN)Unbalance mass on the rotor: 8.4 g
Broken rotor bar (BRB)Number of broken bars: 12Total number of 34 bars
Faulty bearing (FBO)Spall on the outer raceNSK-6203
Bowed rotor (BR)Rotor deflection: 0.075 mmAir gap: 0.25 mm
Eccentricity (AMIS)Angular misalignmentsAdjusting the bearing pedestal
Eccentricity (PMIS)Parallel misalignmentsAdjusting the bearing pedestal
Phase unbalance (PUN)Adding windings on one of the phasesUsing the normal motor