Title :
Locating the stator-rotor rub based on beamforming and wavelet packet transform
Author :
Yanong Chen ; Tian He ; Denghong Xiao ; Qiang Pan
Author_Institution :
Coll. of Energy & Power Eng., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China
Abstract :
In this paper, a new method for locating rub fault in rotating machinery based on acoustic emission signals is processed by wavelet packet and beamforming method. Firstly, the characteristics of rub emission acoustic signals which can be used to guide the establishment of positioning method is obtained by using plate wave theory. On the basis of the results, the wavelet packet transform is introduced to extract the component which is less influenced by dispersion phenomenon and suitable for positioning the rub fault. This method is used to locate the rotor-stator rub fault occurring on the experimental device in fault. The results are discussed and it is found the beamforming method combined with wavelet analysis is an effective tool to estimate the position where rubbing happens.
Keywords :
acoustic emission; acoustic signal processing; array signal processing; electric machines; fault diagnosis; fault location; rotors; stators; wavelet transforms; acoustic emission signals; beamforming method; component extraction; dispersion phenomenon; plate wave theory; positioning method; rotating machinery; rub emission acoustic signal characteristics; stator-rotor rub fault location; wavelet analysis; wavelet packet transform; Accuracy; Acoustics; Array signal processing; Wavelet analysis; acoustic emission; beamforming; location; rub fault; wavelet packet;
Conference_Titel :
Prognostics and System Health Management (PHM), 2012 IEEE Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-1909-7
Electronic_ISBN :
2166-563X
DOI :
10.1109/PHM.2012.6228806