Classification of two-phase flow regimes via image analysis and a neuro-wavelet approach

Progress in Nuclear Energy

Volumn 46, Issue 3-4, 2005, Pages 348-358

  Sunde, Carl ^a   Avdic, Senada ^b   Pázsit, Imre ^a  

^a CHALMERS UNIVERSITY OF TECHNOLOGY   (Sweden)

^b UNIVERSITY OF TUZLA   (Bosnia and Herzegovina)

Author keywords

Image analysis; Neural networks; Two phase flow classification; Wavelet analysis

Indexed keywords

ALGORITHMS; DATA REDUCTION; IDENTIFICATION (CONTROL SYSTEMS); IMAGE ANALYSIS; IMAGE PROCESSING; NEURAL NETWORKS; RADIOGRAPHY; TURBULENT FLOW; WAVELET TRANSFORMS;

TWO-COMPONENT MIXTURES; TWO-PHASE FLOW CLASSIFICATION; WAVELET ANALYSIS; WAVELET PREPROCESSING;

TWO PHASE FLOW;

EID: 23344437923     PISSN: 01491970     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.pnucene.2005.03.015     Document Type: Article

References (22)

1. Addison P.S. The Illustrated Wavelet Transform Handbook 2002 Institute of Physics Publishing New York
2. Anon Users manual MatLab 2000 The Math Works Inc. Bristol and Philadelphia
3. Bergh J., Ekstedt F. and Lindberg M. (1999) Wavelets, Studentlitteratur, Lund, Sweden.
4. Balasko M, Svab E, and Cser L Simultaneous Dynamic Neutron And Gamma-radiography NDT International 20 1987 157 160
5. Balasko M, Korosi F, Svab E, and Eordogh I A novel type epithermal neutron radiography detecting and imaging system Nucl. Instr. Methods A 424 1999 263 269
6. Chan A.M.C., and Banerjee S Design aspects of gamma densitometers for void fraction measurements in small scale two-phase flows Nuclear Instruments & Methods 190 1981 135
7. Chan A.M.C., and Bzovey D. Measurement of mass flux in high temperature pressure steam-water two-phase flow using a combination of Pitot tubes and a gamma densitometer Nuclear Engineering and Design 122 1990 95
8. Fadhel E.A., and Bhattacharyya P. Application of a Steerable Wavelet Transform using Neural Network for Signature Verification Pattern Analysis & Applications 2 1999 184
9. Hazarika N., Chen J.Z., Tsoi A.C., and Sergejew A. Classification of EEG signals using the wavelet transform Signal Processing 59 1997 61
10. Kandaswamy A., Sathish Kumar C., Ramanathan R.P., Jayaraman S., and Malmurugan N. Neural Classification of Lung Sounds using wavelet coefficients Computers in Biology and Medicine 6 2003 523
11. Kashdan JT, Shrimpton JS, and Whybrew A Two-phase flow characterization by automated digital image analysis. Part 1: Fundamental principles and calibration of the technique Particle & Particle Systems Characterization 20 2004 387 397
12. Kashdan JT, Shrimpton JS, and Whybrew A Two-phase flow characterization by automated digital image analysis. Part 2: Application of PDIA for sizing sprays Particle & Particle Systems Characterization 21 2004 15 23
13. Kok H.V., van der Hagen T.H.J.J., and Mudde R.F. Subchannel void-fraction measurements in a 6 × 6 rod bundle using a simple gamma-transmission method International Journal Of Multiphase Flow 27 2001 147 170
14. Mallat S. A wavelet tour of signal processing 1999 Academic Press Natick, MA US
15. Mishima K., Fujine S., Yoneda K., Yonebayashi K., Kanda K., and Nishihara H. Proc. 3rd Japan-US Seminar on Two-Phase Flow Dynamics Ohtsu, Japan 1988
16. Mishima K, Hibiki T, Saito Y, Nakamura H, and Matsubayashi M The review of the application of neutron radiography to thermal hydraulic research Nucl. Instr. Methods A 424 1999 66 72
17. Mishima K, Hibiki T, Saito Y, Sugimoto J, and Moriyama K Visualization study of molten metal-water interaction by using neutron radiography Nucl. Eng. Design 189 1999 391 403
18. Pazsit I., and Kitamura M. The Role of Nuclear Networks in Reactor Diagnostics and Control Advances in Nuclear Science and Technology 24 1997 95
19. Verma M.S., Pratt L., Ganesh C., and Medina C. Hair-MAP: a prototype automated system for forensic hair comparison and analysis Forensic Science International 129 2002 168
20. Vince M.A., and Lahey R.T. International Journal of Multiphase Flow 8 1982 93
21. Ulbrich R, Krotkiewicz M, Szmolke N, Anweiler S, Masiukiewicz M, and Zajac D Recognition of two-phase flow patterns with the use of dynamic image analysis Proc. Inst. Mechanical Engineers Part E-Journal of Proc. Mech. Engng 216 2002 227 233
22. Wu H., Zhou F, and Wu Y Intelligent identification system f flow regime of oil-gas-water multiphase flow Int. J. Multiphase Flow 27 2001 459 547