Ultrasonic Measurement of Velocity Profile on Bubbly Flow Using Fast Fourier Transform (FFT) Technique

被引:7
|
作者
Wongsaroj, W. [1 ]
Hamdani, A. [1 ]
Thong-un, N. [2 ]
Takahashi, H. [1 ]
Kikura, H. [1 ]
机构
[1] Tokyo Inst Technol, Inst Innovat Res, Lab Adv Nucl Energy, Meguro Ku, 2-12-1-N1-7 Ookayama, Tokyo, Japan
[2] King Mongkuts Univ Technol North Bangkok, Dept Instrumentat & Elect Engn, Fac Engn, 1518 Pracharat 1 Rd, Bangkok, Thailand
关键词
D O I
10.1088/1757-899X/249/1/012011
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
In two-phase bubbly flow, measurement of liquid and bubble velocity is a necessity to understand fluid characteristic. The conventional ultrasonic velocity profiler (UVP), which has been known as a nonintrusive measurement technique, can measure velocity profile of liquid and bubble simultaneously by applying a separation technique for both phases (liquid and bubble) and transparent test section is unnecessary. The aim of this study was to develop a new technique for separating liquid and bubble velocity data in UVP method to measure liquid and bubble velocity profiles separately. The technique employs only single resonant frequency transducer and a simple UVP system. An extra equipment is not required. Fast Fourier Transform (FFT) based frequency estimator paralleled with other signal processing techniques, which is called as proposed technique, was proposed to measure liquid and bubble velocity separately. The experimental facility of two-phase bubbly flow in the vertical pipe was constructed. Firstly, the Doppler frequency estimation by using the FFT technique was evaluated in single-phase liquid flow. Results showed that FFT technique showed a good agreement with autocorrelation and maximum likelihood estimator. Then, separation of liquid and bubble velocity was demonstrated experimentally in the two-phase bubbly flow. The proposed technique confirmed that liquid and bubble velocity could be measured efficiently.
引用
收藏
页数:12
相关论文
共 50 条
  • [31] Superscalar Power Efficient Fast Fourier Transform FFT Architecture
    Ahsan, Muhammad
    Elahi, Ehtsham
    Farooqi, Waqas Ahmad
    2009 2ND INTERNATIONAL CONFERENCE ON COMPUTER, CONTROL AND COMMUNICATION, 2009, : 549 - 552
  • [32] Ultrasonic velocity measurement in viscoelastic material using the wavelet transform
    Moreno, E
    García, F
    Casstillo, M
    Sotomayor, A
    Castro, V
    Fuentes, M
    ACOUSTICAL IMAGING, VOL 24, 2000, 24 : 207 - 214
  • [33] Measurement of ultrasonic velocity in viscoelastic materials using the wavelet transform
    Moreno, E
    Garcia, F
    Castillo, M
    1999 IEEE ULTRASONICS SYMPOSIUM PROCEEDINGS, VOLS 1 AND 2, 1999, : 827 - 830
  • [34] A Novel Image Steganographic Technique using Fast Fourier Transform
    Shaukat, Afsha
    Chaurasia, Mahesh
    Sanyal, Goutam
    2016 5TH INTERNATIONAL CONFERENCE ON RECENT TRENDS IN INFORMATION TECHNOLOGY (ICRTIT), 2016,
  • [35] Wireless EEG Signals based Neuromarketing System using Fast Fourier Transform (FFT)
    Murugappan, M.
    Murugappan, Subbulakshmi
    Balaganapathy
    Gerard, Celestin
    2014 IEEE 10TH INTERNATIONAL COLLOQUIUM ON SIGNAL PROCESSING & ITS APPLICATIONS (CSPA 2014), 2014, : 25 - 30
  • [36] Fast Fourier Transform (FFT) Data Sampling using Hamming and Blackman Method for Radar
    Sulistyaningsih
    Putranto, Prasetyo
    Desvasari, Winy
    Daud, Pamungkas
    2018 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND COMPUTER SCIENCE (ICECOS), 2018, : 183 - 187
  • [37] Ultrasonic Measurement for the Experimental Investigation of Velocity Distribution in Vapor-Liquid Boiling Bubbly Flow
    Wongsaroj, Wongsakorn
    Takahashi, Hideharu
    Thong-Un, Natee
    Kikura, Hiroshige
    INTERNATIONAL JOURNAL OF ENGINEERING AND TECHNOLOGY INNOVATION, 2022, 12 (01) : 16 - 28
  • [39] Detection of chipping in ceramic cutting inserts from workpiece profile during turning using fast Fourier transform (FFT) and continuous wavelet transform (CWT)
    Lee, W. K.
    Ratnam, M. M.
    Ahmad, Z. A.
    PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY, 2017, 47 : 406 - 423
  • [40] Effect of the measurement volume in turbulent pipe flow measurement by the ultrasonic velocity profile method (mean velocity profile and Reynolds stress measurement)
    T. Taishi
    H. Kikura
    M. Aritomi
    Experiments in Fluids, 2002, 32 : 188 - 196