Skip to main content

Fixed-Flux Model Chaos

  • Chapter
  • First Online:
Two-Fluid Model Stability, Simulation and Chaos

Abstract

The material wave growth of a well-posed Two-Fluid Model (TFM) beyond the Kelvin–Helmholtz (KH) instability has been approached in the previous chapter. The question that remains is what happens to the nonlinear evolution of the waves after their initial growth. Whitham (Linear and Nonlinear Waves, Wiley, New York, 1974) obtained a set of nonlinear solutions for Shallow Water Theory (SWT) consisting of shocks and expansion waves and identified the kinematic SWT instability. In Chap. 2 it was shown that the TFM may be approximated with the Fixed-Flux Model (FFM), which is equivalent to SWT up to the KH instability. Beyond that the FFM is unique and its nonlinear behavior is now addressed.

The chapter begins with the Kreiss–Yström equations (KY). It has already been shown in Sect. 2.6.3 that the linear stability of the KY equations is remarkably similar to the FFM with artificial viscosity. We apply some of the standard tools of system dynamics and chaos theory to the KY equations to obtain the largest Lyapunov Exponent and the fractal dimension. Fixed point, limit cycles and strange attractors are encountered on the route to chaos. We then proceed to the more difficult case of the FFM without artificial viscosity. A well-posed FFM is validated with a new experiment that is similar to Thorpe’s (Journal of Fluid Mechanics, 39, 25–48, 1969) but focuses on the chaotic behavior of the waves past their initial growth, which Thorpe didn’t report. Then, long-term simulations of the FFM with periodic boundary conditions are performed to obtain the largest positive Lyapunov exponent and the fractal dimension. The Largest Lyapunov exponent turns out one order of magnitude smaller than the linear counterpart and eventually diverging trajectories become bounded by a strange attractor, i.e., Lyapunov stability.

Ultimately, the FFM chaotic behavior newly encountered differs significantly from the well-known linear theory. Therefore, it is important to distinguish between linear stability, which only determines whether the unstable TFM blows up instantaneously (ill-posed) or exponentially (well-posed) and which is valid for a very short interval of time, and nonlinear stability, which determines whether the problem is bounded in the long term.

Before the seas, and this terrestrial ball

And Heav’n’s high canopy, that covers all,

One was the face of Nature; if a face:

Rather a rude and indigested mass:

A lifeless lump, unfashion’d, and unfram’d,

Of jarring seeds; and justly Chaos nam’d.

Ovid, Metamorphoses

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 139.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 179.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 179.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • Abarbanel, H. D. I. (1996). Analysis of observed chaotic data. New York: Springer.

    Book  MATH  Google Scholar 

  • Andritsos, N., & Hanratty, T. J. (1987). Interfacial instabilities for horizontal gas–liquid flows in pipelines. International Journal of Multiphase Flow, 13, 583–603.

    Article  Google Scholar 

  • Arai, M. (1980). Characteristics and stability analyses for two-phase flow equation systems with viscous terms. Nuclear Science and Engineering, 74, 77–83.

    Google Scholar 

  • Barmak, I., Gelfgat, A., Ullmann, A., Brauner, N., & Vitoshkin, H. (2016). Stability of stratified two-phase flows in horizontal channels. Physics of Fluids, 28, 044101.

    Article  Google Scholar 

  • Barnea, D., & Taitel, Y. (1994). Interfacial and structural stability of separated flow. International Journal of Multiphase Flow, 20, 387–414.

    Article  MATH  Google Scholar 

  • Lopez de Bertodano, M. A., Fullmer, W.D., & Clausse, A. (2016). One-dimensional two-fluid model for wavy flow beyond the Kelvin-Helmholtz instability: Limit cycles and chaos. Nuclear Engineering and Design. Retrieved from, http://authors.elsevier.com/sd/article/S0029549316301716.

    Google Scholar 

  • Fullmer, W. D., Lopez de Bertodano, M. A., & Ransom, V. H. (2011). The Kelvin–Helmholtz instability: Comparisons of one- and two-dimensional simulations. In 14th International Topical Meeting on Nuclear Reactor Thermal Hydraulics (NURETH-14), Toronto.

    Google Scholar 

  • Fullmer, W. D., Lopez de Bertodano, M. A., & Clausse, A. (2014). Analysis of stability, verification and chaos with the Kreiss–Yström equations. Applied Mathematics and Computation, 248, 28–46.

    Article  MathSciNet  MATH  Google Scholar 

  • Grassberger, P., & Procaccia, I. (1983). Characterization of strange attractors. Physical Review Letters, 50(5), 346–349.

    Article  MathSciNet  MATH  Google Scholar 

  • Gidaspow, D. (1974) Round Table Discussion (RT-1-2): Modeling of Two-Phase Flow, Proc. 5th Int. Heat Transfer Conf., Tokyo, Japan, September 3–7.

    Google Scholar 

  • Hyman, L. M., & Nicolaenko, B. (1986). The Kuramoto-Sivashinsky equation: A bridge between PDE’S and dynamical systems. Physica D Nonlinear Phenomena, 18, 113–126.

    Article  MathSciNet  MATH  Google Scholar 

  • Keyfitz, B. L., Sever, M., & Zhang, F. (2004). Viscous singular shock structure for a non-hyperbolic Two Fluid model. Nonlinearity, 17, 1731–1747.

    Article  MathSciNet  MATH  Google Scholar 

  • Kocamustafaogullari, G. (1985). Two-fluid modeling in analyzing the interfacial stability of liquid film flows. International Journal of Multiphase Flows, 11, 63–89.

    Article  MATH  Google Scholar 

  • Kreiss, H.-O., & Yström, J. (2002). Parabolic problems which are ill-posed in the zero dissipation limit. Mathematical and Computer Modelling, 35, 1271–1295.

    Article  MathSciNet  MATH  Google Scholar 

  • Picchi, D., Correra, S., & Poesio, P. (2014). Flow pattern transition, pressure gradient, hold-up predictions in gas/non-Newtonian power-law fluid stratified flow. International Journal of Multiphase Flow, 63, 105–115.

    Article  MathSciNet  Google Scholar 

  • Picchi, D., & Poesio, P. (2016). A unified model to predict flow pattern transitions in horizontal and slightly inclined two-phase gas/shear-thinning fluid pipe flows. International Journal of Multiphase Flow, 84, 279–291.

    Article  MathSciNet  Google Scholar 

  • Ramshaw, J. D., Trapp, J. A. (1978). Characteristics, stability and short wavelength phenomena in two-phase flow equation systems. Nuclear Science and Engineering, 66, 93–102.

    Google Scholar 

  • Richardson, L. F. (1926). Atmospheric Diffusion Shown on a Distance-Neighbour Graph. Proceedings of the Royal Society of London. Series A, 110, 709–737.

    Article  Google Scholar 

  • Sprott, J. C. (2003). Chaos and time series analysis. Oxford, UK: Oxford University Press.

    MATH  Google Scholar 

  • Thorpe, J. A. (1969). Experiments on the instability of stratified shear flow: Immiscible fluids. Journal of Fluid Mechanics, 39, 25–48.

    Article  Google Scholar 

  • Vaidheeswaran, A., Fullmer, W. D., Chetty, K., Marino, R. G., & Lopez de Bertodano, M. (2016). Stabiility analysis of chaotic wavy stratified fluid-fluid flow with the 1D fixed-flux two-fluid model. In Proceedings of ASME 2016 HT/FEDSM/ICNMM, Washington, DC, USA, July 10–14.

    Google Scholar 

  • Whitham, G. B. (1974). Linear and nonlinear waves. New York: Wiley.

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

1 Video Legend

Video 1.1 (MP4 5,801 kb)

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing Switzerland

About this chapter

Cite this chapter

de Bertodano, M.L., Fullmer, W., Clausse, A., Ransom, V.H. (2017). Fixed-Flux Model Chaos. In: Two-Fluid Model Stability, Simulation and Chaos. Springer, Cham. https://doi.org/10.1007/978-3-319-44968-5_4

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-44968-5_4

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-44967-8

  • Online ISBN: 978-3-319-44968-5

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics