A Spectral-Based Blade Fault Detection in Shot Blast Machines with XGBoost and Feature Importance

The optimal functionality and dependability of mechanical systems are important for the sustained productivity and operational reliability of industrial machinery, and have a direct impact on its longevity and profitability. Therefore, the failure of a mechanical system or any of its components woul...

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Bibliographic Details

Published in:	Journal of Sensor and Actuator Networks
Main Authors:	Joon-Hyuk Lee, Chibuzo Nwabufo Okwuosa, Baek Cheon Shin, Jang-Wook Hur
Format:	Article
Language:	English
Published:	MDPI AG 2024-10-01
Subjects:	fast Fourier transform peak detection feature importance fault detection and isolation extreme gradient boosting machine learning
Online Access:	https://www.mdpi.com/2224-2708/13/5/64