abatsakidis/Predictive-Maintenance-Vibration-Analysis-Tool: Predictive-Maintenance-Vibration-Analysis-Tool-v1

Zenodo (CERN European Organization for Nuclear Research) 2026 Open access

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Authors: Athanasios Batsakidis
DOI: 10.5281/zenodo.18184132
Cited by: 0

Abstract

A desktop application for bearing fault analysis and predictive maintenance using vibration signals. The software provides signal visualization, feature extraction, machine learning–based classification, and an interactive GUI for training, prediction, and .mat file inspection.

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
8 January 2026