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
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