Fault Diagnosis of a Rotor and Ball-Bearing System Using DWT Integrated with SVM, GRNN, and Visual Dot Patterns

Fault Diagnosis of a Rotor and Ball-Bearing System Using DWT Integrated with SVM, GRNN, and Visual Dot Patterns

In this study, a set of methods for the inspection of a working motor in real time was proposed. The aim was to determine if ball-bearing operation is normal or abnormal and to conduct an inspection in real time. The system consists of motor control and measurement systems. The motor control system...

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Bibliografski detalji
Glavni autori: Wen-Lin Chu, Chih-Jer Lin, Kai-Chun Kao
Format: Članak
Jezik:English
Izdano: MDPI AG 2019-11-01
Serija:Sensors
Teme:
support vector machines
general regression neural networks
diagnosis of malfunction
convolutional neural network
Online pristup:https://www.mdpi.com/1424-8220/19/21/4806

Internet

https://www.mdpi.com/1424-8220/19/21/4806

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