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 5

The gearbox experiment results of different entropies.

Entropy nameMaximum valueMinimum valueAverage valueStandard deviation

ImvMAAPE10097.298.670.714585
mvMAAPE93.184.888.6151.939961
MAAPE39.22532.0653.991211
mvMSE83.371.576.3252.965215
MSE54.94147.1853.675849