Monitoring of Industrial Machine Using a Novel Blind Feature Extraction Approach

Monitoring of Industrial Machine Using a Novel Blind Feature Extraction Approach

Machinery with several rotating and stationary components tends to produce non-stationary and random vibration signatures due to the fluctuations in the input loads and process defects due to long hours of operation. Traditional heuristics methods are suitable for the detection of fault signatures,...

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Bibliographic Details
Main Authors: Siu Ki Ho, Harish Chandra Nedunuri, Wamadeva Balachandran, Jamil Kanfoud, Tat-Hean Gan
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Applied Sciences
Subjects:
blind feature extraction
Blind Source Separation (BSS)
Spectral Kurtosis
vibration monitoring
early fault detection
Online Access:https://www.mdpi.com/2076-3417/11/13/5792

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https://www.mdpi.com/2076-3417/11/13/5792

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