Identification of two-phase flow patterns in minichannel based on RQA and PCA analysis

International Journal of Heat and Mass Transfer

Volumn 96, Issue , 2016, Pages 64-74

  Mosdorf, R ^a   Gorski G ^a  

^a BIALYSTOK UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

AIR; DYNAMICS; FLOW PATTERNS; MULTIVARIABLE CONTROL SYSTEMS; PRINCIPAL COMPONENT ANALYSIS; VOID FRACTION;

INDEPENDENT VARIABLES; MINI CHANNELS; PRINCIPAL COMPONENTS; QUALITATIVE ASSESSMENTS; RECURRENCE QUANTIFICATION ANALYSIS; SENSOR SIGNALS; SQUARE MINICHANNEL; STRATIFIED FLOWS;

TWO PHASE FLOW;

EID: 84955240876     PISSN: 00179310     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijheatmasstransfer.2016.01.015     Document Type: Article

References (23)

1. Z.Y. Wang, N.D. Jin, Z.K. Gao, Y.B. Zong, and T. Wang Nonlinear dynamical analysis of large diameter vertical upward oil-gas-water three-phase flow pattern characteristics Chem. Eng. Sci. 65 2010 5226 5236
2. R. Mosdorf, P. Cheng, H.Y. Wu, and M. Shoji Non-linear analyses of flow boiling in microchannels Int. J. Heat Mass Transfer 48 2005 4667 4683
3. S.F. Wang, R. Mosdorf, and M. Shoji Nonlinear analysis on fluctuation feature of two-phase flow through a T-junction Int. J. Heat Mass Transfer 46 2003 1519 1528
4. Yan-Bo Zong, Ning-De Jin, Zhen-Ya Wang, Zhong-Ke Gao, and Chun Wang Nonlinear dynamic analysis of large diameter inclined oil-water two phase flow pattern Int. J. Multiphase Flow 36 2010 166 183
5. N.D. Jin, X.B. Nie, Y.Y. Ren, and X.B. Liu Characterization of oil/water two-phase flow patterns based on nonlinear time series analysis Flow Meas. Instrum. 14 2003 169 175
6. M. Faszczewski, G. Górski, and R. Mosdorf Applying recurrence plots to identify borders between two-phase flow patterns in vertical circular mini channel Acta Mech. Autom. 6 2012 31 36
7. R. Mosdorf, and G. Gorski Detection of two-phase flow patterns using the recurrence network analysis of pressure drop fluctuations Int. Commun. Heat Mass Transfer 64 2015 2015 14 20
8. Sivarit Sultornsanee, Characterization and analysis of sensor data using recurrence network analysis, Interdisciplinary Engineering Dissertations, Paper 2, 2012, < http://hdl.handle.net/2047/d20002559 >.
9. Sivarit Sultornsanee, Zeid Ibrahim, and Kamarthi Sagar Classification of electromyogram using recurrence quantification analysis Procedia Comput. Sci. 6 2011 375 380
10. N. Marwan, M.C. Romano, M. Thiel, and J. Kurths Recurrence plots for the analysis of complex systems Phys. Rep. 438 5-6 2007 237 329
11. H.G. Schuster Chaos Deterministyczny - Wprowadzenie 1993 Wydawnictwo Naukowe PWN Warszawa
12. A.M. Fraser, and H.L. Swinney Independent coordinates for strange attractors from mutual information Phys. Rev. A 33 1986 1134 1140
13. W. Liebert, and H.G. Schuster Proper choice of time delay for the analysis of chaotic time series Phys. Lett. A. 142 1989 107
14. Marwan Norbert, Cross Recurrence Plot Toolbox for Matlab, Ver. 5.15, Release 28.10, 2014, < http://tocsy.pik-potsdam.de >.
15. Jianbo Gao, and Hu Jing Fast monitoring of epileptic seizures using recurrence time statistics of electroencephalography Front Comput. Neurosci. 7 2013 122 10.3389/fncom.2013.00122 published online 2013 October 1
16. Jianbo Gao, Yinhe Cao, and Jing Hu Recurrence time distribution, renyi entropy, and pattern discovery Conference on Information Sciences and Systems March 16-18, 2005 The Johns Hopkins University http://www.gao.ece.ufl.edu/my-paper/rec-ciss2005.pdf
17. M.A. Little, P.E. McSharry, S.J. Roberts, D.A.E. Costello, and I.M. Moroz Exploiting nonlinear recurrence and fractal scaling properties for voice disorder detection Biomed. Eng. Online 6 23 2007
18. Marwana Norbert, Jonathan F. Dongesa, Zoua. Yong, Reik V. Donnera, and Kurthsa Jürgen Complex network approach for recurrence analysis of time series Phys. Lett. A 373 46 2009 4246 4254
19. Joseph P. Zbilut, Thomasson Nitza, and Charles L. Webber Recurrence quantification analysis as a tool for nonlinear exploration of nonstationary cardiac signals Med. Eng. Phys. 24 2002 53 60
20. Joseph P. Zbilut, Alessandro Giuliani, and Charles L. Webber Jr. Recurrence quantification analysis and principal components in the detection of short complex signals Phys. Lett. A 237 1998 131 135
21. G. Górski, R. Mosdorf, Detection of two-phase flow patterns in a vertical minichannel using the laser-phototransistor sensor, in: EUROTHERM Seminar 101: Transport Phenomena in Multiphase Systems, Kraków, 2014, p. 4.
22. Grzegorz Górski, Romuald Mosdorf, New method for the identification of twp-phase flow patterns in a minichannel, in: 10th International Conference on Heat Transfer, Fluid Mechanics and Thermodynamics: HEFAT2014, Orlando, 2014.
23. J.M. Mandhane, G.A. Gregory, and K. Aziz A flow pattern map for gas liquid flow in horizontal pipes Trans. ASME 64 1974 193 200