Noninvasive flow regime identification for wet gas flow based on flow-induced vibration

Chinese Journal of Chemical Engineering

Volumn 18, Issue 5, 2010, Pages 795-803

  Hua, Chenquan ^a,b   Wang, Changming ^b   Geng, Yanfeng ^a   Shi, Tianming ^a  

^a CHINA UNIVERSITY OF PETROLEUM   (China)

^b NANJING UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

flow regime identification; flow induced vibration; support vector machine; wavelet package transform; wet gas flow

Indexed keywords

APPLICATION PROSPECT; DIFFERENT FREQUENCY; ENERGY FEATURE; FEATURE VECTORS; FLOW INDUCED VIBRATIONS; FLOW REGIME IDENTIFICATION; FLOW REGIMES; GAUSSIAN RADIAL BASIS FUNCTIONS; HORIZONTAL PIPELINES; IDENTIFICATION ACCURACY; KERNEL FUNCTION; MARTINELLI PARAMETER; MIST FLOWS; MULTI-CLASS SUPPORT VECTOR MACHINES; NONINVASIVE MEASUREMENTS; ON FLOW; ON-LINE FLOW; PIPE DIAMETER; SLUG FLOW; SMALL SAMPLES; VIBRATION SIGNAL; WAVELET PACKAGE TRANSFORM; WAVY FLOW; WET GAS;

BINARY TREES; CLASSIFIERS; FLOW OF GASES; FLOW OF WATER; FREQUENCY BANDS; IMAGE RETRIEVAL; PIPE; RADIAL BASIS FUNCTION NETWORKS; SUPPORT VECTOR MACHINES; TWO PHASE FLOW; VECTORS; VIBRATIONS (MECHANICAL); WAVELET TRANSFORMS;

GASES;

EID: 78049454652     PISSN: 10049541     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1004-9541(09)60131-2     Document Type: Article

References (28)

1. ASME "MFC-19G-2008 Wet Gas Flowmetering Guideline" 2008 the American Society of Mechanical Engineers New York
2. Falcone, G., Hewitt, G.F., "Multiphase Flow Metering: Current Trends and Future Developments", In: SPE Annual Technical Conference and Exhibition, SPE International, New Orleans, SPE71474, 1-12 (2001).
3. American Petroleum Institute "Recommended Practice for Measurement of Multiphase" API RP 86 2005 American Petroleum Institute Dallas
4. B. Sun, H.J. Zhang, L. Chen, Y.X. Zhao "Flow regime identification of gas-liquid two-phase flow based on HHT" Chin. J. Chem. Eng. 14 1 2006 24 30
5. Y.L. Zhou, F. Chen, B. Sun "Identification method of gas-liquid two-phase flow regime based image multi-feature fusion and support vector machine" Chin. J. Chem. Eng. 16 6 2008 832 840
6. T. Tambouratzis, I. Pázsit "Non-invasive on-line two-phase flow regime identification employing artificial neural networks" Annals of Nuclear Energy 36 4 2009 464 469
7. C. Tan, F. Dong, M.M. Wu "Identification of gas/liquid two-phase flow regime through ERT-based measurement and feature extraction" Flow Measurement and Instrumentation 18 5 2007 255 261
8. R.D. Blevins Flow Induced Vibrations 2nd edition 1990 Krieger Publishing Company Malabar
9. S. Kaneko, T. Nakamura, F. Inada, M. Kato Flow Induced Vibrations Classifications and Lessons from Practical Experiences 2008 Elsevier Ltd. Amsterdam
10. F. Axisa, B. Villard, R.J. Gibert "Vibration of tube bundles subjected to air-water and steam-water cross flow: Preliminary results on fluidelastic instability" Proceedings of ASME Symposium on Flow-induced Vibrations 1984 ASME New Orleans 269 284
11. M.J. Pettigrew, C.E. Taylor, A. Yasuo "Vibration analysis of shell-and-tube heat exchangers: An overview (1) Flow, damping, fluidelastic instability" Journal of Fluids and Structures 18 5 2003 469 483
12. M.J. Pettigrew, C.E. Taylor, N.J. Fisher "Flow-induced vibration: Recent findings and open questions" Nuclear Engineering and Design 185 2 1998 249 276
13. F. Hara, T. Yamashita "Parallel two-phase flow induced vibrations in fuel pin model" Journal of Nuclear Science and Technology 15 5 1978 346 354
14. T. Nakamura, K. Fujita, K. Kawanshi, N. Yamaguchi, A. Tsuge "Study on the vibrational characteristics of a tube array caused by two-phase flow" Journal of Fluids and Structures 9 5 1995 519 538
15. P.A. Feenstra, D.S. Weaver, R.L. Judd "Modeling two-phase flow-excited damping and fluidelastic instability in tube arrays" Journal of Fluids and Structures 16 6 2002 811 840
16. S.N. Kim, C. Sin "The experimental of flow induced vibration in PWR RCCAs" KSME International Journal 15 3 2001 291 299
17. P. Feenstra, D.S. Weaver, T. Nakamura "Two-phase flow-induced vibration of parallel triangular tube arrays with asymmetric support stiffness" Journal of Pressure Vessel Technology 131 3 2009 1 9
18. H.K. Dae, H.C. Soon "Flow-induced vibration in two-phase flow with wire coil inserts" International Journal of Multiphase Flow 34 4 2008 325 333
19. Z. Chong, X.Z. Chong, L.Y. Xiao "Automatic recognition of cognitive fatigue from physiological indices by using wavelet packet transform and kernel learning algorithms" Expert Systems with Applications 36 3 2009 4664 4671
20. E. Sami, Y. Selcuk, P.Y. Mustafa "Energy and entropy-based feature extraction for locating faulton transmission lines by using neural network and wavelet packet decomposition" Expert Systems with Applications 34 4 2008 2937 2944
21. S. Abdulkadir, T. Ibrahim "Wavelet packet neural networks for texture classification" Expert Systems with Applications 32 26 2007 527 533
22. X. Hu, Z.Z. Wang, X.M. Ren "Classification of surface EMG signal using relative wavelet packet energy" Computer Methods and Programs in Biomedicine 79 3 2005 189 195
23. V.N. Vapnik Statistical Learning Theory 1998 John Wiley & Sons New York
24. H.S. Li, C. Mei, N.J. Zhou, Y.B. Huang "Diagnosis of working conditions of an aluminum reduction cell based on wavelet packets and fuzzy neural network" Chemical Engineering and Processing 45 12 2006 1074 1080
25. Ö. Hulisi, A. Ramazan "Prediction of financial information manipulation by using support vector machine and probabilistic neural network" Expert Systems with Applications 36 3 2009 5419 5423
26. S.W. Fei, X.B. Zhang "Fault diagnosis of power transformer based on support vector machine with genetic algorithm" Expert Systems with Applications 36 8 2009 11352 11357
27. N. Ren, J. Liang, B. Gu, H. Han "Fault diagnosis strategy for incompletely described samples and its application to refrigeration system" Mechanical Systems and Signal Processing 22 2 2008 436 450
28. M.H. Horng "Multi-class support vector machine for classification of the ultrasonic images of supraspinatus" Expert Systems with Applications 36 4 2009 8124 8133