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We experimentally analyze the early-stage fault signals and composite fault signals of the bearing.
The estimator used is capable of estimating a wide range of time-varying fault signals.
The experiment results indicate the method can appropriately detect fault signals for EVs.
These spectrum vectors of fault signals are used to train the SAE.
The results show that the AWSA can adaptively peel the simulated transients from the original bearing fault signals.
The obtained errors are lower than 1% and accuracy is 100% for the classification of fault signals with noise.
Similar(5)
I was listening, half-listening, to a telephone fault signal that was sounding through my stereo speakers.
It can reduce the noise interference and enhance the impulse characteristic of the fault signal.
The vibration response of the proposed fault signal model is investigated and the fault signal calculating equation is derived through dynamic and kinematic analysis.
Incipient faults are so small that the fault signal is inherently buried by noise.
Then, the changes of the fault signal approximately equal to the changes of the residual signal.
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