A novel method for fault diagnosis in rolling bearings based on bispectrum signals and combined feature extraction algorithms

Author:

Hashempour Zohreh,Agahi HamedORCID,Mahmoodzadeh Azar

Publisher

Springer Science and Business Media LLC

Subject

Electrical and Electronic Engineering,Signal Processing

Reference34 articles.

1. Li, X., Jiang, H., Niu, M., Wang, R.: An enhanced selective ensemble deep learning method for rolling bearing fault diagnosis with beetle antennae search algorithm. Mech. Syst. Signal Process. 142, 1–20 (2020)

2. Li, X., Pan, H., Cheng, J., Cheng, J.: Non-parallel least squares support matrix machine for rolling bearing fault diagnosis. Mech. Mach. Theory 145, 1–20 (2020)

3. Yang, Y., Liu, C., Jiang, D., Behdinan, K.: Nonlinear vibration signatures for localized fault of rolling element bearing in rotor-bearing-casing system. Int. J. Mech. Sci. 173, 105449 (2020)

4. Huang, B., Feng, G., Tang, X., Gu, J.X., Xu, G., Cattley, R., Gu, F., Ball, A.D.: A performance evaluation of two bispectrum anal- ysis methods applied to electrical current signals for monitoring induction motor-driven systems. Energies 12, 1–23 (2019)

5. Sawalhi, N., Randall, R.B.: Vibration response of spalled rolling element bearings: observations, simulations and signal processing techniques to track the spall size. Mech. Syst. Signal Process. 25, 846–870 (2011)

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