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Published byTerence Barber Modified over 9 years ago
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Wavy Vortex Flow A tale of chaos, symmetry and serendipity in a steady world Greg King University of Warwick (UK) Collaborators: Murray Rudman (CSIRO) George Rowlands (Warwick) Thanasis Yannacopoulos (Aegean) Katie Coughlin (LLNL) Igor Mezic (UCSB)
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To understand this lecture you need to know
Some fluid dynamics Some Hamiltonian dynamics Something about phase space Poincare sections Need > 2D phase space to get chaos Symmetry can reduce the dimensionality of phase space Some knowledge of diffusion A “friendly” applied mathematician !!
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Phase Space
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Dynamical Systems and Phase Space
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Classical Mechanics and Phase Space
Hamiltonian Dissipative
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Fluid Dynamics and Phase Space
2D incompressible fluid 3D incompressible fluid Phase Space No chaos here Symmetries -- can reduce phase space
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Poincare Sections (Experimental – i.e., light sheet)
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Eccentric Couette Flow Chaiken, Chevray, Tabor and Tan, Proc Roy Soc 1984 ?? Illustrates “Significance” of KAM theory
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Fountain et al, JFM 417, 265-301 (2000) Stirring creates deformed
vortex
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Fountain et al, Experiment (light sheet) Numerical Particle Tracking
JFM 417, (2000) Experiment (light sheet) Numerical Particle Tracking (“light sheet”)
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Taylor-Couette Radius Ratio: = a/b Reynolds Number: Re = a(b-a)/
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Engineering Applications
Chemical reactors Bioreactors Blood – Plasma separation etc
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Taylor-Couette regime diagram
(Andereck et al) Rein Reout
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Some Possible Flows Taylor Wavy vortices vortices Twisted vortices
Spiral vortices
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Taylor Vortex Flow TVF --
Centrifugal instability of circular Couette flow. Periodic cellular structure. Three-dimensional, rotationally symmetric: u = u(r,z) Flat inflow and outflow boundaries are barriers to inter-vortex transport.
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Rotational Symmetry 3D 2D Phase Space
“Light Sheet” Radius Z /2 inner cylinder outer nested streamtubes
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Wavy Vortex Flow wavy vortex flow Taylor vortex flow Rec
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The Leaky Transport Barrier
Wavy vortex flow is a deformation of rotationally symmetric Taylor vortex flow. Flow is steady in co-moving frame Dividing stream surface breaks up => particles can migrate from vortex to vortex Dividing stream surface Increase Re Poincare Sections
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Methods Solve Navier-Stokes equations numerically to obtain wavy vortex flow. Finite differences (MAC method); Pseudo-spectral (P.S. Marcus) Integrate particle path equations (20,000 particles) in a frame rotating with the wave (4th order Runge-Kutta).
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Poincare Section near onset of waves
Wavy Vortex Flow Poincare Section near onset of waves 6 vortices 1 2 3 4 5 6 inner cylinder outer cylinder
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At larger Reynolds numbers (Rudman, Metcalfe, Graham: 1998)
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Effective Diffusion Coefficient
Characterize the migration of particles from vortex to vortex Rudman, AIChE J 44 (1998) Initialization: Uniformly distribute 20,000 particles (dimensionless) Taylor vortices Wavy vortices
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Dz Size of mixing region (dimensionless)
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Dz
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An Eulerian Approach Symmetry Measures
Theoretical Fact A three dimensional phase space is necessary for chaotic trajectories. The Idea (Mezic): Deviation from certain continuous symmetries can be used to measure the local deviation from 2D For Wavy Vortex Flow rotational symmetry and dynamical symmetry : If either is zero, then flow is locally integrable, so as a diagnostic we consider the product
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Dynamical Symmetry Steady incompressible Navier-Stokes equations in the form Equation of motion for B B is a constant of the motion if
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Measure for Rotational Symmetry
155 162 324 486 648 Reynolds Number
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Measure for Dynamical Symmetry
155 162 324 486 648 Reynolds Number
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X Rotational Dynamical f = 155 162 324 486 648 Reynolds Number
Looks interesting, but correlation does not look strong !
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Averaged Symmetry Measures
and partial averages
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Dz Size of chaotic region fq fn fD
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King, Rudman, Rowlands and Yannacopoulos Physics of Fluids 2000
Serendipity ! King, Rudman, Rowlands and Yannacopoulos Physics of Fluids 2000
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Effect of Radius Ratio (Mind the Gap)
Dz/ Re/Rec
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Effect of Flow State : Axial wavelength m: Number of waves
Re/Rec
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Effect of Flow State Dz Re/Rec
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Summary Dz is highly correlated with <><n>
The correlation is not perfect. The symmetry arguments are general Yannacopoulos et al (Phys Fluids ) show that Melnikov function, M ~ < >< n >. Is it good for anything else?
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2D Rotating Annulus u(r,z,t) Richard Keane’s results (see poster)
Symmetry measure: FSLE Log(FSLE) Log(<|d/dt|>)
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Prandtl-Batchelor Flows (Batchelor, JFM 1, 177 (1956)
Steady Navier-Stokes equations in the form Integrating N-S equation around a closed streamline s yields
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Break-up of Closed Streamlines Yannacopoulos et al, Phys Fluids 14 2002 (see also Mezic JFM 2001)
This is the Melnikov function
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