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Measurement and inversion of concentration distribution in suspensions using a multi-frequency ultrasonic backscatter approach.

Authors :
Pang, Lili
Kong, Xiaotong
Dong, Hanchuan
Hu, Lisha
Zhang, Zhonghua
Fang, Lide
Source :
Physics of Fluids. Nov2024, Vol. 36 Issue 11, p1-17. 17p.
Publication Year :
2024

Abstract

Accurate measurement of suspended particle concentration in pipelines is essential for analyzing the fluid mixing density and particle settlement. However, measuring concentration distributions along the flow path poses significant challenges due to the inherent complexity and variability of liquid–solid two-phase suspensions. In this study, we developed a sensor measurement system based on multi-frequency acoustic emission technology and a self-receiving single probe. The effects of suspended particle size, concentration, and ultrasonic transducer dimensions on acoustic wave propagation were analyzed using the COMSOL Multiphysics system. For multi-frequency echo signals, variational mode decomposition and the sparrow search algorithm were employed to decompose and optimize the signal, followed by reconstruction using the Pearson correlation coefficient. By combining the energy ratio method with the minimum concentration difference method, we propose a new approach for simultaneous measurement of particle size and concentration along the pipeline transmission path. Experimental results indicate that along the transmission path, the mean absolute percentage error is 18.74%, and 77.55% of the predicted results exhibit relative errors below 20%. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10706631
Volume :
36
Issue :
11
Database :
Academic Search Index
Journal :
Physics of Fluids
Publication Type :
Academic Journal
Accession number :
181256382
Full Text :
https://doi.org/10.1063/5.0242568