Research Article

Digital Twin Inspired Intelligent Bearing Fault Diagnosis Method Based on Adaptive Correlation Filtering and Improved SAE Classification Model

Table 5

Basic experimental conditions and theoretical fault characteristic frequencies.

TypeParametervalue

Experimental conditionsRPM1797
Sampling frequency12000
Length of signal16384

Theoretical fault characteristic frequenciesOuter race fault91.4 Hz
Inner race fault147.9 Hz
Roller fault119.2 Hz