Benchmark Dataset of Vibrational Signals for Artificial Intelligence Applications in Mechanical Systems

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Authors: Luis Salazar, Guillaume Lebonvallet, Faicel Hnaien, Hichem Snoussi
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Abstract

This dataset contains vibration signal measurements from a mechanical system with various fault conditions in chain draives, gears and v-belts. The data was collected using accelerometer sensors positioned at different locations on the system to capture vibration patterns under healthy and faulty operating conditions.

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
5 January 2026
Document type
Dataset