Gearbox Fault Detection using Wavelet Transform and ANFIS

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Year:
2014
Type of Publication:
Article
Keywords:
Gearbox, Fault Detection, Wavelet, ANFIS
Authors:
Hamidreza Honardoost; Golamhassan Paygane; Mehrdad Nouri Khajavi; Masoud Goharimanesh
Journal:
IJAIM
Volume:
2
Number:
5
Pages:
152-155
Month:
March
Abstract:
This paper studies the signal-based approaches to induction gearbox fault detection. A method based on wavelet transform and ANFIS was used to describe the gearbox faults. System faults such as clearance failures or broken gears are investigated. The identification of a single parameter, modeling the gearbox effect has allowed proper detection within a classical analytical redundancy scheme. An experimental benchmark has allowed a practical outline of the methods.
Full text: IJAIM_236_Final.pdf

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