Fault diagnosis of tractor auxiliary gearbox using vibration analysis and random forest classifier

Fault diagnosis of tractor auxiliary gearbox using vibration analysis and random forest classifier

Accurate detection of mechanical components faults is an essential step for reduction of repair cost, human injury probability and loss of production. Using intelligent fault diagnosis systems in tractor could prevent secondary damage, thereby avoiding heavy consequences. In this study, fault diagno...

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Bibliographic Details
Main Authors: Mohammad Hosseinpour-Zarnaq, Mahmoud Omid, Ebrahim Biabani-Aghdam
Format: Article
Language:English
Published: Elsevier 2022-03-01
Series:Information Processing in Agriculture
Subjects:
Gearbox
Fault diagnosis
Vibration analysis
Discrete wavelet transform
Feature selection
Random forest
Online Access:http://www.sciencedirect.com/science/article/pii/S2214317321000020

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http://www.sciencedirect.com/science/article/pii/S2214317321000020

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