Classification of gear faults in internal combustion (IC) engine gearbox using discrete wavelet transform features and K star algorithm

Classification of gear faults in internal combustion (IC) engine gearbox using discrete wavelet transform features and K star algorithm

Vibration-based fault diagnosis is one of the widely used techniques for condition monitoring of the machines equipped with a gearbox. Severe operating conditions of gearbox result in gear tooth failure. To develop an effective fault diagnosis technique for the mechanical system, a machine learning...

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Bibliographic Details
Main Authors: K.N. Ravikumar, C.K. Madhusudana, Hemantha Kumar, K.V. Gangadharan
Format: Article
Language:English
Published: Elsevier 2022-06-01
Series:Engineering Science and Technology, an International Journal
Subjects:
IC engine
Fault diagnosis
Gearbox
Machine learning techniques
Discrete wavelet features
K star algorithm
Online Access:http://www.sciencedirect.com/science/article/pii/S2215098621001695

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http://www.sciencedirect.com/science/article/pii/S2215098621001695

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