• 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