The Role of Speed-Related Frequencies in Vibration-Based Mechanical Faults Detection in Induction Motor

In induction motors, possible faults can affect the dynamic performance of the motor and reduce the overall efficiency of the motor-driven systems. Therefore, it is crucial to detect potential faults early and accurately. This study investigates the role of speed-related frequencies in vibration-based detection of mechanical faults in induction motors. For this purpose, a test setup is built, and different mechanical faults are created to analyze the frequency spectra of 3-axis vibration data under different torque profiles. According to the experimental results, effective and reliable fault detection can be provided through frequency-related signals (fr (1X) and 2fr (2X)) and their sidebands (2fr+2sfs).

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Publication Details

Published
2024-11-28
DOI
https://doi.org/10.1109/eleco64362.2024.10847216
Primary Topic
Machine Fault Diagnosis Techniques
Type
article
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article

The Role of Speed-Related Frequencies in Vibration-Based Mechanical Faults Detection in Induction Motor

Müslüm Arkan, Taner Göktaş, G. Nur Ayas
Machine Fault Diagnosis Techniques
article

The Role of Speed-Related Frequencies in Vibration-Based Mechanical Faults Detection in Induction Motor

Müslüm Arkan, Taner Göktaş, G. Nur Ayas
article en

Abstract

In induction motors, possible faults can affect the dynamic performance of the motor and reduce the overall efficiency of the motor-driven systems. Therefore, it is crucial to detect potential faults early and accurately. This study investigates the role of speed-related frequencies in vibration-based detection of mechanical faults in induction motors. For this purpose, a test setup is built, and different mechanical faults are created to analyze the frequency spectra of 3-axis vibration data under different torque profiles. According to the experimental results, effective and reliable fault detection can be provided through frequency-related signals (fr (1X) and 2fr (2X)) and their sidebands (2fr+2sfs).

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Machine Fault Diagnosis Techniques
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