Search Results for author: Sadok Sassi

Found 2 papers, 1 papers with code

Exploring Sound vs Vibration for Robust Fault Detection on Rotating Machinery

no code implementations17 Dec 2023 Serkan Kiranyaz, Ozer Can Devecioglu, Amir Alhams, Sadok Sassi, Turker Ince, Onur Avci, Moncef Gabbouj

One major reason is the lack of a benchmark dataset providing a large volume of both vibration and sound data over several working conditions for different machines and sensor locations.

Fault Detection

Zero-Shot Motor Health Monitoring by Blind Domain Transition

1 code implementation12 Dec 2022 Serkan Kiranyaz, Ozer Can Devecioglu, Amir Alhams, Sadok Sassi, Turker Ince, Osama Abdeljaber, Onur Avci, Moncef Gabbouj

To address this need, in this pilot study, we propose a zero-shot bearing fault detection method that can detect any fault on a new (target) machine regardless of the working conditions, sensor parameters, or fault characteristics.

Fault Detection Generative Adversarial Network

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