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.

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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
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article

Novel Vibration Diagnosis Technologies for Lubrication Deficiency in Rolling Bearings of Induction Motors

Rami Kerrouche
1 citations
Energies
Machine Fault Diagnosis Techniques
15.63
article

Novel Vibration Diagnosis Technologies for Lubrication Deficiency in Rolling Bearings of Induction Motors

Rami Kerrouche
article en
1 citations

Abstract

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.

EnergiesVol. 19(7)
University of Huddersfield (GB)
Affordable and clean energy
Openalex Percentile: Top 1%
Machine Fault Diagnosis Techniques
15.63
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