Synchronous Acquisition and Analysis of Ultrasonic Spectral Information for the Characterization of Particle Size Distribution

被引:8
作者
Jia, Nan [1 ]
Gu, Jianfei [2 ]
Yang, Huinan [1 ]
Su, Mingxu [1 ]
机构
[1] Univ Shanghai Sci & Technol, Key Lab Shanghai Power Engn Multiphase & Heat Tra, Shanghai 200093, Peoples R China
[2] Changshu Inst Technol, Sch Elect & Automat Engn, Changshu 215500, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
ATTENUATION; CRYSTALLIZATION; SPECTROSCOPY; OPTIMIZATION; SUSPENSIONS; INVERSION;
D O I
10.1155/2019/8251829
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Particle sizing methods have gained considerable attention in the past few decades, but there is still a big challenge in high concentration situations (i.e., volume fraction>10%). However, the ultrasonic spectroscopy technique is a common tool for the noninvasive determination of essential parameters for high concentration systems by analyzing ultrasonic spectra with inversion algorithms, including the particle size distribution (PSD), volume fraction of each phase, and physicochemical properties. For the ultrasonic measurements, proper acquisition and analysis of ultrasonic spectra are becoming significant in order to understand the relationship between the unknown parameters and the ultrasonic spectra. In the work, an experimental setup was provided to synchronously acquire ultrasonic reflection and transmission signals. A series of experiments were performed on silicon-water solutions at volume fractions 8%, 10%, and 12% to obtain the ultrasonic attenuation spectra and ultrasonic phase velocity spectra based on different measurement methods, i.e., the pulse-echo method, reference reflection method, and through-transmission method, respectively. Based on the Epstein-Carhart-Allegra-Hawley (ECAH) forward model, genetic algorithm (GA) and optimum regularization technique (ORT) algorithms were implemented to determine PSD with the measured spectra; the obtained PSD was then compared with the optical microscope method. It revealed that the spectra obtained by different measurement methods showed individual features while the obtained PSD was consistent and the volume median diameters were within a deviation of 10% with GA and ORT algorithms. The differences and characteristics of these three measurement methods for signal acquisition and interpretation were discussed and presented to provide an evaluation and recommendation for ultrasonic particle sizing.
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页数:12
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共 29 条
  • [1] Alves O. L., 2014, NANOTOXICOLOGY
  • [2] Application of PSO (particle swarm optimization) and GA (genetic algorithm) techniques on demand estimation of oil in Iran
    Assareh, E.
    Behrang, M. A.
    Assari, M. R.
    Ghanbarzadeh, A.
    [J]. ENERGY, 2010, 35 (12) : 5223 - 5229
  • [3] Dependence of ultrasonic attenuation on the material properties
    Babick, F
    Hinze, F
    Ripperger, S
    [J]. COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS, 2000, 172 (1-3) : 33 - 46
  • [4] LATEX PARTICLE-SIZE DISTRIBUTION FROM TURBIDIMETRY USING INVERSION TECHNIQUES
    ELICABE, GE
    GARCIARUBIO, LH
    [J]. JOURNAL OF COLLOID AND INTERFACE SCIENCE, 1989, 129 (01) : 192 - 200
  • [5] A transmission and reflection coupled ultrasonic process tomography based on cylindrical miniaturized transducers using PVDF films
    Gu, J.
    Yang, H.
    Fan, F.
    Su, M.
    [J]. JOURNAL OF INSTRUMENTATION, 2017, 12
  • [6] In-line measurement of pulverized coal concentration and size in pneumatic pipelines using dual-frequency ultrasound
    Gu, Jianfei
    Su, Mingxu
    Cai, Xiaoshu
    [J]. APPLIED ACOUSTICS, 2018, 138 : 163 - 170
  • [7] Inverse estimation of the particle size distribution using the Fruit Fly Optimization Algorithm
    He, Zhenzong
    Qi, Hong
    Yao, Yuchen
    Ruan, Liming
    [J]. APPLIED THERMAL ENGINEERING, 2015, 88 : 306 - 314
  • [8] Hou Huaishu, 2010, Acta Acustica, V35, P508
  • [9] Broadband time-domain reflectometry measurement of attenuation and phase velocity in highly attenuating suspensions with application to the ultrasound contrast medium Albunex®
    Hughes, MS
    Klibanov, AL
    Marsh, JN
    Miller, JG
    Brandenburger, GH
    [J]. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2000, 108 (02) : 813 - 820
  • [10] Investigation of low-angle laser light scattering patterns using the modified Twomey iterative method for particle sizing
    Igushi, Tatsuo
    Yoshida, Hideto
    [J]. REVIEW OF SCIENTIFIC INSTRUMENTS, 2011, 82 (01)