Bearing fault diagnosis using multiple feature selection algorithms with SVM

R Kumar, RS Anand - Progress in Artificial Intelligence, 2024 - Springer
This paper presents an efficient approach to diagnose defects in various components of
bearings in rotating machines using vibration signature analysis. This Automated fault …

Statistical analysis of vibration signal frequency during inner race fault of rolling ball bearings

R Kumar, RS Anand - Journal of Failure Analysis and Prevention, 2023 - Springer
This research paper introduces a novel approach using dominant frequency analysis to
diagnose inner race faults in rolling ball bearings of three-phase induction motor. The main …

A methodological integration of fisher score technique with intelligent machine learning methods for ball bearing fault investigation

R Kumar, RS Anand - Engineering Research Express, 2024 - iopscience.iop.org
This paper presents an efficient approach to detect, diagnose and estimate the severity of
failures in various components of bearings in induction motors using vibration signature …

Diagnosis and Monitoring Method for Detecting and Localizing Bearing Faults

S Dahmane, F Berrabah, M Defdaf… - Indonesian Journal of …, 2024 - section.iaesonline.com
Induction motors in modern industry are becoming more and more functional and complex.
Unfortunately, these machines are not free from damages what make their fault diagnosis …

An Automatic Diagnosis of Bearing Faults of an Induction Motor Based on FFT-ANN

S Dahmane, F Berrabah… - … International Conference of …, 2022 - ieeexplore.ieee.org
The present paper proposes a diagnosis and monitoring method for detecting and locating
bearing faults in an induction motor based on vibration signal processing. The proposed …