Research Article

An Enhanced Gated Recurrent Unit-Based Adaptive Fault Diagnosis of Rotating Machinery

Table 2

Comparison of methodologies.

MethodDescriptionInputs

1Suggested techniqueNoisy signals
2DGRU + ELM classifierNoisy signals
3SVMNoisy signals
4SVMDenoised signals
5ANNNoisy signals
6ANNDenoised signals