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
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