DocumentCode :
572475
Title :
Research of heat exchanger fouling ultrasonic testing signal analysis method based on inverse filtering and high order cumulant MUSIC spectrum estimation
Author :
Yang, Ming ; Li, Xia ; Sun, Lingfang ; Zhao, Xin
Author_Institution :
Control & Simulation Center, Harbin Inst. of Technol., Harbin, China
fYear :
2012
fDate :
15-17 Aug. 2012
Firstpage :
563
Lastpage :
566
Abstract :
Fouling of heat transfer equipments is a common problem in modern industry. Because the traditional fouling monitoring thermodynamic approach has low credibility, ultrasonic echo method is proposed to monitor fouling. Usually the fouling layer of equipment is thin, echo is overlapped and cluttered, and it is difficult to extract features from signals. Inverse filtering method is introduced to transform the hard-to-distinguish delay information in time-domain to frequency-domain information. Then signal processing method, using high order cumulant in combination with MUSIC spectrum estimation, is used to realize the fouling echo information extraction. The experiments of simulation signal and actual signal verified the effectiveness of this method.
Keywords :
feature extraction; filtering theory; heat exchangers; machinery production industries; maintenance engineering; production engineering computing; ultrasonic materials testing; fouling monitoring; fouling ultrasonic testing; frequency-domain information; heat exchanger; high order cumulant MUSIC spectrum estimation; inverse filtering; signal analysis method; signal feature extraction; thermodynamic approach; time-domain information; ultrasonic echo method; Acoustics; Delay; Multiple signal classification; Signal to noise ratio; Spectral analysis; Time domain analysis; MUSIC spectrum estimation; heat exchanger fouling; inverse filtering; ultrasonic monitoring;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automation and Logistics (ICAL), 2012 IEEE International Conference on
Conference_Location :
Zhengzhou
ISSN :
2161-8151
Print_ISBN :
978-1-4673-0362-0
Electronic_ISBN :
2161-8151
Type :
conf
DOI :
10.1109/ICAL.2012.6308141
Filename :
6308141
Link To Document :
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