Accurate gearbox fault identification is paramount for industrial production. In practice, gearboxes typically operate under normal conditions (rarely under faulty conditions), resulting in a ...

For the processing of echo signals in defect detection, wavelet transform and principal component analysis are mostly used to extract features. However, the feature values obtained by these methods ...