Title :
An Approach of Bearing Fault Detection and Diagnosis at Varying Rotating Speed
Author :
Bin Wu ; Wang, Minjie ; Bin Wu ; Yu, Shanping ; Feng, Changjian
Author_Institution :
Dalian Univ. of Technol., Dalian
fDate :
May 30 2007-June 1 2007
Abstract :
Frequency domain method including high frequency resonance technique (envelope analysis) is one of the most efficient methods for detecting localized defect of rolling element bearings. But this theory has a limitation that bearings must run at a constant rotating speed. However, in practice, with load change or in the run-ups and run-downs processes, bearings often work at varying rotating speed. This paper proposes a new scheme to solve this problem, which is based on time-frequency analysis and order analysis techniques. For realizing order tracking without the employment of hardware such as tachometer and keyphasor, the instantaneous frequency estimation method is used for accessing the resampling time serials. The feasibility of this scheme is confirmed by experiment on bearings with outer and inner race faults.
Keywords :
fault diagnosis; rolling bearings; time-frequency analysis; bearing fault detection; bearing fault diagnosis; constant rotating speed; frequency domain method; frequency resonance technique; order analysis techniques; rolling element bearings; time-frequency analysis; varying rotating speed; Employment; Envelope detectors; Fault detection; Fault diagnosis; Frequency domain analysis; Hardware; Resonance; Resonant frequency; Rolling bearings; Time frequency analysis; bearing; fault diagnosis; varying rotating speed;
Conference_Titel :
Control and Automation, 2007. ICCA 2007. IEEE International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-4244-0818-4
Electronic_ISBN :
978-1-4244-0818-4
DOI :
10.1109/ICCA.2007.4376637