Title :
Study on algorithms of acoustic emission source localization in complicated environment
Author :
Deng, Aidong ; Zhao, Li ; Zhao, Yan
Author_Institution :
Nat. Eng. Res. Center of Turbo-generator Vibration, Southeast Univ., Nanjing, China
Abstract :
When locating the rub-impact source of rotating machines by acoustic emission technology, precise time-difference of arrival is always not available to calculate the faults location due to the deteriorated signal correlation relationship among different sensors. This is caused by both the dispersion phenomenon since the acoustic emission signal includes various waveform modes while each type of waveform has different velocity in the complex rotor structure and intense noise influence inner the device. To solve this problem, generalized cross correlated time delay estimation (GCC-TDE) is introduced to calculate the time difference of arrival of emission signals. Segment correlation is adopted on the homologous emission signals of two sensors to resolve the no-peak problem in conventional correlation resulted from waveform distortion. The experiments showed that GCC-TDE of the acoustic emission signal in complex structure can reach satisfied results and correlation performance has been improved by segment correlation, thus enables higher location precision.
Keywords :
Fourier transforms; acoustic emission; acoustic emission testing; condition monitoring; delays; electric machines; fault location; friction; time-of-arrival estimation; acoustic emission source localization; acoustic emission technology; complex rotor structure; generalized cross correlated time delay estimation; rotating machines; rub-impact source; signal correlation relationship; Acoustic emission; Acoustic noise; Acoustic sensors; Delay effects; Delay estimation; Fault location; Rotating machines; Sensor phenomena and characterization; Signal resolution; Time difference of arrival; Acoustic Emission Location; Fractional Fourier Transform; Generalized Cross Correlation;
Conference_Titel :
Electronic Measurement & Instruments, 2009. ICEMI '09. 9th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-3863-1
Electronic_ISBN :
978-1-4244-3864-8
DOI :
10.1109/ICEMI.2009.5274552