Title :
Application of order bi-cepstrum to gearbox fault detection
Author :
Li, Hui ; Ai, Shufeng
Author_Institution :
Dept. of Electromech. Eng., Shijiazhuang Inst. of Railway Technol., Shijiazhuang
Abstract :
The order bi-cepstrum technique is introduced and applied effectively to gearbox faults diagnosis under run-up condition. This new method combines order tracking technique with bi-cepstrum analysis. The resampling signal can be obtained by resampling of the vibration signal that has been sampled in the time domain. Therefore, the time domain transient signal is changed into angle domain stationary signal. In the end, the resampled signals are processed by bi-cepstrum technique. The experimental results show that order bi-cepstrum technique can effectively diagnosis the faults of the bearing.
Keywords :
cepstral analysis; fault diagnosis; gears; machine bearings; signal sampling; vibrations; bearing fault diagnosis; domain stationary signal; gearbox fault detection; gearbox fault diagnosis; order bi-cepstrum analysis; order tracking; time domain transient signal; vibration signal resampling; Condition monitoring; Fault detection; Fault diagnosis; Frequency; Hardware; Machinery; Shafts; Signal analysis; Signal processing; Signal sampling; Bearing; Faults diagnosis; Order tracking analysis; Signal processing; bi-cepstrum;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4593192