Local Property of Recurrence Network for Investigating Gas-Liquid Two-Phase Flow Characteristics

被引:3
作者
Zhang Xin-Wang [1 ]
Jin Ning-De [1 ]
Gao Zhong-Ke [1 ]
Zhai Lu-Sheng [1 ]
机构
[1] Tianjin Univ, Sch Elect Engn & Automat, Tianjin 300072, Peoples R China
基金
中国国家自然科学基金; 高等学校博士学科点专项科研基金;
关键词
SLUG FLOW; WAVELET TRANSFORM; TIME-SERIES; COMPLEX; SYNCHRONIZATION; DYNAMICS;
D O I
10.1088/0256-307X/30/5/050501
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Understanding the dynamics of gas-liquid two-phase flows is a challenge in the fields of nonlinear dynamics. We first construct and analyze a recurrence network from Chen's chaotic system and find that the network local statistic is feasible to characterize chaotic dynamics associated with unstable periodic orbits. Then we construct recurrence networks from gas-liquid two-phase flow experimental signals and associate the network topological statistic with the flow pattern dynamics. The results indicate that the recurrence network could be a powerful tool for the dynamic characterization of experimental gas-liquid two-phase flows.
引用
收藏
页数:4
相关论文
共 44 条
[1]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[2]   Yet another chaotic attractor [J].
Chen, GR ;
Ueta, T .
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 1999, 9 (07) :1465-1466
[3]   The backbone of the climate network [J].
Donges, J. F. ;
Zou, Y. ;
Marwan, N. ;
Kurths, J. .
EPL, 2009, 87 (04)
[4]   Analytical framework for recurrence network analysis of time series [J].
Donges, Jonathan F. ;
Heitzig, Jobst ;
Donner, Reik V. ;
Kurths, Juergen .
PHYSICAL REVIEW E, 2012, 85 (04)
[5]   The geometry of chaotic dynamics - a complex network perspective [J].
Donner, R. V. ;
Heitzig, J. ;
Donges, J. F. ;
Zou, Y. ;
Marwan, N. ;
Kurths, J. .
EUROPEAN PHYSICAL JOURNAL B, 2011, 84 (04) :653-672
[6]   Recurrence networks-a novel paradigm for nonlinear time series analysis [J].
Donner, Reik V. ;
Zou, Yong ;
Donges, Jonathan F. ;
Marwan, Norbert ;
Kurths, Juergen .
NEW JOURNAL OF PHYSICS, 2010, 12
[7]   HYDRODYNAMIC MODEL FOR GAS-LIQUID SLUG FLOW IN VERTICAL TUBES [J].
FERNANDES, RC ;
SEMIAT, R ;
DUKLER, AE .
AICHE JOURNAL, 1983, 29 (06) :981-989
[8]   Characterization of chaotic dynamic behavior in the gas-liquid slug flow using directed weighted complex network analysis [J].
Gao, Zhong-Ke ;
Jin, Ning-De .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2012, 391 (10) :3005-3016
[9]   Nonlinear characterization of oil-gas-water three-phase flow in complex networks [J].
Gao, Zhong-Ke ;
Jin, Ning-De .
CHEMICAL ENGINEERING SCIENCE, 2011, 66 (12) :2660-2671
[10]   Motif distributions in phase-space networks for characterizing experimental two-phase flow patterns with chaotic features [J].
Gao, Zhong-Ke ;
Jin, Ning-De ;
Wang, Wen-Xu ;
Lai, Ying-Cheng .
PHYSICAL REVIEW E, 2010, 82 (02)