• DocumentCode
    2688288
  • Title

    Measurement and multivariate analysis of ultrasound parameters for quantitative characterization of liquids

  • Author

    Vogt, Mirko ; Langener, S. ; Kunze, J. ; Musch, Thomas ; Ermert, Helmut

  • Author_Institution
    Krohne Messtech. GmbH, Duisburg, Germany
  • fYear
    2012
  • fDate
    7-10 Oct. 2012
  • Firstpage
    1137
  • Lastpage
    1140
  • Abstract
    Quantitative analysis of liquids is of interest for industrial process technology in order to assess concentrations (volume or mass fraction) of different components in mixtures (solutions, suspensions, and emulsions). The measurement of acoustic parameters of a given liquid using ultrasound is a suitable and straightforward technique for this task in many cases. In contrast, the inverse problem of quantitatively estimating the liquid´s composition from the measured acoustic parameters is challenging. In this paper a methodology for multivariate analysis of parameters, selection of suitable parameters, and also for solving the inverse problem based on a parameterized analytical model is presented. The proposed concept has been evaluated by measurements with a high-frequency ultrasound (HFUS) bypass measurement cell working in the 15 to 35 MHz frequency range.
  • Keywords
    inverse problems; ultrasonic measurement; HFUS bypass measurement cell; acoustic parameter measurement; frequency 15 MHz to 35 MHz; high-frequency ultrasound bypass measurement cell; industrial process technology; inverse problem; liquid composition estimation; liquid quantitative characterization; straightforward technique; ultrasound parameter measurement analysis; ultrasound parameter multivariate analysis; Acoustic measurements; Acoustics; Artificial intelligence; Liquids; Training; Ultrasonic imaging; Ultrasonic variables measurement; High-frequency ultrasound; Mahalanobis distance; covariance matrix; parameter space; quantitative analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Ultrasonics Symposium (IUS), 2012 IEEE International
  • Conference_Location
    Dresden
  • ISSN
    1948-5719
  • Print_ISBN
    978-1-4673-4561-3
  • Type

    conf

  • DOI
    10.1109/ULTSYM.2012.0283
  • Filename
    6562043