Nonlinear characterization of oil-gas-water three-phase flow in complex networks

Chemical Engineering Science

Volumn 66, Issue 12, 2011, Pages 2660-2671

  Gao, Zhong Ke ^a   Jin, Ning De ^a  

^a TIANJIN UNIVERSITY   (China)

Author keywords

Complex fluids; Complex networks; Entropy; Multiphase flow; Nonlinear dynamics; Time series analysis

Indexed keywords

COMMUNITY STRUCTURES; COMPLEX FLUIDS; COMPLEX NETWORKS; DYNAMICAL CHARACTERISTICS; FLOW CONDITION; FLOW SIGNALS; K-MEANS CLUSTERING; NETWORK INFORMATION; NETWORK MAPPING; NON-LINEAR DYNAMICS; NONLINEAR CHARACTERIZATION; OIL GAS WATER; PATTERN DYNAMICS; THREE-PHASE FLOW;

CONTACTS (FLUID MECHANICS); DISTRIBUTED COMPUTER SYSTEMS; DYNAMICS; ENTROPY; FLOW PATTERNS; FLUID MECHANICS; LIQUIDS; MULTIPHASE FLOW; NONLINEAR ANALYSIS; TIME SERIES;

TIME SERIES ANALYSIS;

EID: 79955042509     PISSN: 00092509     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ces.2011.03.008     Document Type: Article

References (51)

1. Annunziato, M., Abarbanel, H.D.I., 1999. Nonlinear dynamics for classification of multiphase flow regimes. In: Proceedings of International Conference on Soft Computing, SOCO, Genova, Italy.
2. Barabási A.-L., Albert R. Emergence of scaling in random networks. Science 1999, 286(5439):509-512.
3. Borgatti, S.P., Everett, M.G., Freeman, L.C., 2002. UCINET for Windows: Software for Social Network Analysis. Analytic Technologies, Harvard, MA.
4. Chavez M., Valencia M., Navarro V., Latora V., Martinerie J. Functional modularity of background activities in normal and epileptic brain networks. Physical Review Letters 2010, 104(11):118701.
5. Chupin, G., Nydal, O.J., 2003. An experimental study of air/oil/water pipe flow at low liquid loading. In: Proceedings of the International Conference on Multiphase: Extending the Boundaries of Flow Assurance, pp. 391-405.
6. Capocci A., Servedio V.D.P., Caldarelli G., Colaiori F. Detecting communities in large networks. Physica A 2005, 352:669-676.
7. Daw C.S., Halow J.S. Evaluation and control of fluidization quality through chaotic time series analysis of pressure-drop measurements. AIChE Symposium Series 1993, 89(296):103-122.
8. Daw C.S., Finney C.E.A., Vasudevan M., vanGoor N.A., Nguyen K., Bruns D.D., Kostelich E.J., Grebogi C., Ott E., Yorke J.A. Self-organization and chaos in a fluidized bed. Physical Review Letters 1995, 75(12):2308-2311.
9. Darwich T.D., Toral H., Archer J.S. Software technique for flow-rate measurement in horizontal two-phase flow. SPE Production Engineering 1991, 8:265-270.
10. Descamps M.N., Oliemans R.V.A., Ooms G., Mudde R.F., Kusters R. Influence of gas injection on phase inversion in an oil-water flow through a vertical tube. International Journal of Multiphase Flow 2006, 32(3):311-322.
11. Descamps M.N., Oliemans R.V.A., Ooms G., Mudde R.F. Experimental investigation of three-phase flow in a vertical pipe: local characteristics of the gas phase for gas-lift conditions. International Journal of Multiphase Flow 2007, 33(11):1205-1221.
12. Fan L.T., Neogi D., Yashima M., Nassar R. Stochastic analysis of a three-phase fluidized bed: fractal approach. AIChE Journal 1990, 36(10):1529-1535.
13. Fraguio M.S., Cassanello M.C., Larachi F., Limtrakul S., Dudukovic M. Classifying flow regimes in three-phase fluidized beds from CARPT experiments. Chemical Engineering Science 2007, 62(24):7523-7529.
14. Furukawa T., Fukano T. Effects of liquid viscosity on flow patterns in vertical upward gas-liquid two-phase flow. International Journal of Multiphase Flow 2001, 27(6):1109-1126.
15. Guo, H.M., Zhou, C.D., Jin, Z.W., 1991. An interpretative method for production logs in three-phase flows, SPE Asia-Pacific Conference, Australia, pp. 229-235.
16. Gao Z.K., Jin N.D. Complex network from time series based on phase space reconstruction. Chaos 2009, 19(3):033137.
17. Gao Z.K., Jin N.D. Flow-pattern identification and nonlinear dynamics of gas-water two-phase flow in complex networks. Physical Review E 2009, 79(6):066303.
18. Gao Z.K., Jin N.D., Wang W.X., Lai Y.C. Motif distributions in phase-space networks for characterizing experimental two-phase flow patterns with chaotic features. Physical Review E 2010, 82(1):016210.
19. Hewitt G.F. Three-phase gas-liquid-liquid flows in the steady and transient states. Nuclear Engineering and Design 2005, 235(10-12):1303-1316.
20. Huang L., Park K., Lai Y.C., Yang L., Yang K.Q. Abnormal synchronization in complex clustered networks. Physical Review Letters 2006, 97:164101.
21. Jeong H., Tombor B., Albert R., Oltvai Z.N., Barabási A.-L. The large-scale organization of metabolic networks. Nature 2000, 407(6804):651-654.
22. Jin N.D., Xin Z., Wang J., Wang Z.Y., Jia X.H., Chen W.P. Design and geometry optimization of a conductivity probe with a vertical multiple electrode array for measuring volume fraction and axial velocity of two-phase flow. Measurement Science and Technology 2008, 19(4):045403.
23. Kikuchi R., Tsutsumi A., Yoshida K. Fractal aspect of hydrodynamics in a three-phase fluidized bed. Chemical Engineering Science 1996, 51(11):2865-2870.
24. Kikuchi R., Tsutsumi A. Characterization of nonlinear dynamics in a circulating fluidized bed by rescaled range analysis and short-term predictability analysis. Chemical Engineering Science 2001, 56(23):6545-6552.
25. Lempel A., Ziv J. On the complexity of finite sequences. IEEE Transactions on Information Theory IT-22 1976, (1):75-81.
26. Lacasa L., Luque B., Fernando Ballesteros F., Luque J., Nuno J.C. From time series to complex networks: the visibility graph. Proceedings of the National Academy of Sciences of the United States of America 2008, 105(13):4972-4975.
27. Lacasa L., Toral R. Description of stochastic and chaotic series using visibility graphs. Physical Review E 2010, 82(3):036120.
28. Liu C., Zhou W.X., Yuan W.K. Statistical properties of visibility graph of energy dissipation rates in three-dimensional fully developed turbulence. Physica A 2010, 389(13):2675-2681.
29. Maslov S., Sneppen K. Specificity and stability in topology of protein networks. Science 2002, 296(5569):910-913.
30. Makhoul J. Linear prediction: a tutorial review. Proceedings of the IEEE 1975, 63:561-580.
31. Newman M.E.J. Fast algorithm for detecting community structure in networks. Physical Review E 2004, 69(6):066133.
32. Oddie G., Shi H., Durlofsky L.J., Aziz K., Pfeffer B., holmes J.A. Experimental study of two and three phase flows in large diameter inclined pipes. International Journal of Multiphase flow 2003, 29(4):527-558.
33. Pleshko, A., Sharma, M.P., 1990. An experimental study of vertical three phase (oil-water-air) upwards flows. In: ASME Proc. Conf. Advances in gas-liquid flows, FED 99 HTD 155 Dallas Texas, pp. 81-88.
34. Pincus S.M. Approximate entropy as a measure of system complexity. Proceedings of the National Academy of Sciences of the United States of America 1991, 88(6):2297-2301.
35. Piela K., Delfos R., Ooms G., Westerweel J., Oliemans R.V.A. Dispersed Oil-Water-Gas Flow Through a Horizontal Pipe. AIChE Journal 2009, 55(5):1090-1102.
36. Ren J., Wang W.X., Li B., Lai Y.C. Noise bridges dynamical correlation and topology in coupled oscillator networks. Physical Review Letters 2010, 104(5):058701.
37. Rho K., Jeong H., Kahng B. Identification of lethal cluster of genes in the yeast transcription network. Physica A 2006, 364:557-564.
38. Shannon C.E.A. A mathematical theory of communication. Bell System Technical Journal 1948, 27:379-423.
39. Shean, A.R., 1976. Pressure Drop and Phase Fraction in Oil-Water-Air Vertical Pipe Flow. M.S. Thesis, Massachusetts Institute of Technology, Cambridge, MA.
40. Schweitzer F., Fagiolo G., Sornette D., Vega-Redondo F., Vespignani A., White, D.R Economic networks: the new challenges. Science 2009, 325(5939):422-425.
41. Taitel Y., Bornea D., Dukler A.E. Modelling of flow pattern transitions for steady upward gas-liquid flow in vertical tubes. AIChE Journal 1980, 26(3):345-354.
42. Tek M.R. Multiphase flow of water, oil and natural gas through vertical flow strings. Journal of Petroleum Technology 1961, 13(10):1029-1036.
43. Watts D.J., Strogatz S.H. Collective dynamics of 'small-world' networks. Nature 1998, 393(6684):440-442.
44. Wang W.X., Wang B.H., Hu B., Yan G., Ou Q. General dynamics of topology and traffic on weighted technological networks. Physical Review Letters 2005, 94(18):188702.
45. Wang Z.Y., Jin N.D., Gao Z.K., Zong Y.B., Wang T. Nonlinear dynamical analysis of large diameter vertical upward oil-gas-water three-phase flow pattern characteristics. Chemical Engineering Science 2010, 65(18):5226-5236.
46. Wegmann A., Melke J., Rudolf von Rohr P. Three phase liquid-liquid-gas flows in 5.6mm and 7mm inner diameter pipes. International Journal of Multiphase Flow 2007, 33(5):484-497.
47. Woods G.S., Spedding P.L., Watterson J.K., Raghunathan R.S. Three-phase oil/water/air vertical flow. Chemical Engineering Research and Design 1998, 76(A5):571-584.
48. Wu H.J., Zhou F.D., Wu Y.Y. Intelligent identification system of flow regime of oil-gas-water multiphase flow. International Journal of Multiphase Flow 2001, 27(3):459-475.
49. Xu.X., Zhang J., Small.M. Superfamily phenomena and motifs of networks induced from time series. Proceedings of the National Academy of Sciences of the United States of America 2008, 105(50):19601-19605.
50. Yano T., Kuramoto K., Tsutsumi A., Otawara K., Shigaki Y. Scale-up effects in nonlinear dynamics of three-phase reactors. Chemical Engineering Science 1999, 54(21):5259-5263.
51. Zhang J., Small M. Complex network from pseudoperiodic time series: topology versus dynamics. Physical Review Letters 2006, 96(23):238701.