A Convolutional Neural Network for Electrical Fault Recognition in Active Magnetic Bearing Systems

A Convolutional Neural Network for Electrical Fault Recognition in Active Magnetic Bearing Systems

Active magnetic bearings are complex mechatronic systems that consist of mechanical, electrical, and software parts, unlike classical rolling bearings. Given the complexity of this type of system, fault detection is a critical process. This paper presents a new and easy way to detect faults based on...

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Bibliographic Details
Main Authors: Giovanni Donati, Michele Basso, Graziano A. Manduzio, Marco Mugnaini, Tommaso Pecorella, Chiara Camerota
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Sensors
Subjects:
active magnetic bearing (AMB)
fault analysis
convolutional neural networks
fault dictionary
rotordynamics
Online Access:https://www.mdpi.com/1424-8220/23/16/7023

Internet

https://www.mdpi.com/1424-8220/23/16/7023

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