Machine Fault Diagnosis through Vibration Analysis: Continuous Wavelet Transform with Complex Morlet Wavelet and Time–Frequency RGB Image Recognition via Convolutional Neural Network

Machine Fault Diagnosis through Vibration Analysis: Continuous Wavelet Transform with Complex Morlet Wavelet and Time–Frequency RGB Image Recognition via Convolutional Neural Network

In pursuit of advancing fault diagnosis in electromechanical systems, this research focusses on vibration analysis through innovative techniques. The study unfolds in a structured manner, beginning with an introduction that situates the research question in a broader context, emphasising the critica...

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Bibliographic Details
Main Author: Dominik Łuczak
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Electronics
Subjects:
fault diagnosis
vibration analysis
continuous wavelet transform
complex Morlet wavelet
convolutional neural network
RGB image recognition
Online Access:https://www.mdpi.com/2079-9292/13/2/452

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