A novel, machine learning-based feature extraction method for detecting and localizing bearing component defects

A novel, machine learning-based feature extraction method for detecting and localizing bearing component defects

Vibration analysis for conditional preventive maintenance is an essential tool for the industry. The vibration signals sensored, collected and analyzed can provide information about the state of an induction motor. Appropriate processing of these vibratory signals leads to define a normal or abnorma...

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Bibliographic Details
Main Authors: Bilal Djamal Eddine Cherif, Sara Seninete, Mabrouk Defdaf
Format: Article
Language:English
Published: Polish Academy of Sciences 2022-06-01
Series:Metrology and Measurement Systems
Subjects:
induction motor
bearing
fault
outer race
inner race
env
rf
Online Access:https://journals.pan.pl/Content/123578/PDF/a07.pdf

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