Zero-shot motor health monitoring by blind domain transition

Zero-shot motor health monitoring by blind domain transition

<p>Continuous long-term monitoring of motor health is crucial for the early detection of abnormalities such as bearing faults (up to 51% of motor failures are attributed to bearing faults). Despite numerous methodologies proposed for bearing fault detection, most of them require normal (health...

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Bibliographic Details
Main Author: Serkan Kiranyaz (3762058) (author)
Other Authors: Ozer Can Devecioglu (17910575) (author), Amir Alhams (17910578) (author), Sadok Sassi (17823461) (author), Turker Ince (14150610) (author), Osama Abdeljaber (14246798) (author), Onur Avci (14246801) (author), Moncef Gabbouj (2276533) (author)
Published: 2024
Subjects:
Engineering
Aerospace engineering
Control engineering, mechatronics and robotics
Mechanical engineering
Operational Neural Networks
Bearing fault detection
1D operational GANs
Machine Health Monitoring
Blind domain transition
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