Drill Fault Diagnosis Based on the Scalogram and Mel Spectrogram of Sound Signals Using Artificial Intelligence

Drill Fault Diagnosis Based on the Scalogram and Mel Spectrogram of Sound Signals Using Artificial Intelligence

In industry, the ability to detect damage or abnormal functioning in machinery is very important. However, manual detection of machine fault sound is economically inefficient and labor-intensive. Hence, automatic machine fault detection (MFD) plays an important role in reducing operating and personn...

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Bibliographic Details
Main Authors: Thanh Tran, Jan Lundgren
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Deep learning
machine fault diagnosis
machine learning
sound signal processing
Online Access:https://ieeexplore.ieee.org/document/9252126/

Internet

https://ieeexplore.ieee.org/document/9252126/

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