Automatic fault diagnosis of rotating machines by time-scale manifold ridge analysis
A new TSM ridge analysis method is proposed for machinery fault identification. The TSM reveals the fault non-linear structure with non-stationary information. The TSM ridge seeks energy concentration on the TSM signature. Technique indicates smoothness and reliability in fault information demodulation.
automatic fault diagnosis rotating machine time-scale manifold ridge analysis continuous wavelet transform manifold learning