Gearbox Fault Detection using Wavelet Transform and ANFIS

Research areas:

• Volume 2,Issue 5, March 2014

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