Novel Vibration Diagnosis Technologies for Lubrication Deficiency in Rolling Bearings of Induction Motors
Lack of lubrication in rolling-element bearings is a leading root cause of premature failure in induction motors and other electromechanical drives. This study proposes novel vibration-based technologies for diagnosing a lack of lubrication in bearings of induction motors. Two technologies are proposed: the Filter-less spectral kurtosis (FLSK), which quantifies impulsive energy generated by a lack of bearing lubrication, and the fundamental rotational harmonic technology, which captures an increase in the fundamental rotational harmonic magnitude, also induced by a lack of bearing lubrication. Comprehensive experimental trials are performed on a Siemens induction gearmotor, used in airport baggage handling conveyor systems. The experimental results show that both technologies exhibit effective diagnostics.
Authors
- Rami Kerrouche (ORCID: https://orcid.org/0000-0003-4808-5106)
Institutions
- University of Huddersfield (GB)
Publication Details
- Journal
- Energies
- Published
- 2026-04-02
- DOI
- https://doi.org/10.3390/en19071741
- Citations
- 1
- Primary Topic
- Machine Fault Diagnosis Techniques
- Type
- article
- Field-Weighted Citation Impact
- 15.63