Research Article

An Integrated Fault Diagnosis Method for Rotating Machinery Based on Improved Multivariate Multiscale Amplitude-Aware Permutation Entropy and Uniform Phase Empirical Mode Decomposition

Table 1

The detailed conditions of each part corresponding to the 8 working conditions of the gearbox.

Part namesWorking condition
Spur 1Spur 2Spur 3Spur 4Spur 5Spur 6Spur 7Spur 8

Gears32TGoodChippedGoodGoodChippedGoodGoodGood
96TGoodGoodGoodGoodGoodGoodGoodGood
48TGoodEccentricEccentricEccentricEccentricGoodGoodGood
80TGoodGoodGoodBrokenBrokenBrokenGoodGood
BearingsIS:ISGoodGoodGoodBall faultInner ring faultInner ring faultInner ring faultGood
ID:ISGoodGoodGoodGoodBall faultBall faultGoodBall fault
OS:ISGoodGoodGoodGoodOuter ring faultOuter ring faultGoodOuter ring fault
IS:OSGoodGoodGoodGoodGoodGoodGoodGood
ID:OSGoodGoodGoodGoodGoodGoodGoodGood
OS:OSGoodGoodGoodGoodGoodGoodGoodGood
ShaftsInputGoodGoodGoodGoodGoodImbalanceGoodImbalance
OutputGoodGoodGoodGoodGoodGoodKeyway shearedGood