Broken Rotor Bar Fault Detection and Classification Using Wavelet Packet Signature Analysis Based on Fourier Transform and Multi-Layer Perceptron Neural Network

Broken Rotor Bar Fault Detection and Classification Using Wavelet Packet Signature Analysis Based on Fourier Transform and Multi-Layer Perceptron Neural Network

As a result of increasing machines capabilities in modern manufacturing, machines run continuously for hours. Therefore, early fault detection is required to reduce the maintenance expenses and obviate high cost and unscheduled downtimes. Fault diagnosis systems that provide features extraction and...

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Bibliographic Details
Main Authors: Sahar Zolfaghari, Samsul Bahari Mohd Noor, Mohammad Rezazadeh Mehrjou, Mohammad Hamiruce Marhaban, Norman Mariun
Format: Article
Language:English
Published: MDPI AG 2017-12-01
Series:Applied Sciences
Subjects:
induction motor
broken rotor bar
wavelet packet signature analysis
fast Fourier transform
multi-layer perceptron neural network
Online Access:https://www.mdpi.com/2076-3417/8/1/25

Internet

https://www.mdpi.com/2076-3417/8/1/25

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