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Towards a finite-time singularity of the Navier–Stokes equations Part 1. Derivation and analysis of dynamical system

Published online by Cambridge University Press:  31 December 2018

H. K. Moffatt*
Affiliation:
Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Wilberforce Road, Cambridge CB3 0WA, UK
Yoshifumi Kimura
Affiliation:
Graduate School of Mathematics, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8602, Japan
*
†Email address for correspondence: hkm2@damtp.cam.ac.uk

Abstract

The evolution towards a finite-time singularity of the Navier–Stokes equations for flow of an incompressible fluid of kinematic viscosity $\unicode[STIX]{x1D708}$ is studied, starting from a finite-energy configuration of two vortex rings of circulation $\pm \unicode[STIX]{x1D6E4}$ and radius $R$, symmetrically placed on two planes at angles $\pm \unicode[STIX]{x1D6FC}$ to a plane of symmetry $x=0$. The minimum separation of the vortices, $2s$, and the scale of the core cross-section, $\unicode[STIX]{x1D6FF}$, are supposed to satisfy the initial inequalities $\unicode[STIX]{x1D6FF}\ll s\ll R$, and the vortex Reynolds number $R_{\unicode[STIX]{x1D6E4}}=\unicode[STIX]{x1D6E4}/\unicode[STIX]{x1D708}$ is supposed very large. It is argued that in the subsequent evolution, the behaviour near the points of closest approach of the vortices (the ‘tipping points’) is determined solely by the curvature $\unicode[STIX]{x1D705}(\unicode[STIX]{x1D70F})$ at the tipping points and by $s(\unicode[STIX]{x1D70F})$ and $\unicode[STIX]{x1D6FF}(\unicode[STIX]{x1D70F})$, where $\unicode[STIX]{x1D70F}=(\unicode[STIX]{x1D6E4}/R^{2})t$ is a dimensionless time variable. The Biot–Savart law is used to obtain analytical expressions for the rate of change of these three variables, and a nonlinear dynamical system relating them is thereby obtained. The solution shows a finite-time singularity, but the Biot–Savart law breaks down just before this singularity is realised, when $\unicode[STIX]{x1D705}s$ and $\unicode[STIX]{x1D6FF}/\!s$ become of order unity. The dynamical system admits ‘partial Leray scaling’ of just $s$ and $\unicode[STIX]{x1D705}$, and ultimately full Leray scaling of $s,\unicode[STIX]{x1D705}$ and $\unicode[STIX]{x1D6FF}$, conditions for which are obtained. The tipping point trajectories are determined; these meet at the singularity point at a finite angle. An alternative model is briefly considered, in which the initial vortices are ovoidal in shape, approximately hyperbolic near the tipping points, for which there is no restriction on the initial value of the parameter $\unicode[STIX]{x1D705}$; however, it is still the circles of curvature at the tipping points that determine the local evolution, so the same dynamical system is obtained, with breakdown again of the Biot–Savart approach just before the incipient singularity is realised. The Euler flow situation ($\unicode[STIX]{x1D708}=0$) is considered, and it is conjectured on the basis of the above dynamical system that a finite-time singularity can indeed occur in this case.

Information

Type
JFM Papers
Copyright
© 2018 Cambridge University Press 
Figure 0

Figure 1.Biot–Savart approach to a singularity (using ‘cutoff’ regularisation) starting with two circular vortices (as in figure 4), radius $R$ and circulations $\pm \unicode[STIX]{x1D6E4}$, symmetrically placed on planes inclined at angles $\pm \unicode[STIX]{x03C0}/4$ to the vertical, with initial separation parameter $s(0)=0.03$ (as defined in § 3); time is non-dimensionalised relative to $R^{2}/\unicode[STIX]{x1D6E4}$; the arrows represent the velocity distribution on the vortices; (a) $t=0$: the initial state showing only the portion of the circles near the points of closest approach; (b) $t=0.03$: the tip separation has decreased and the local velocity has increased; (c) $t=0.073$: very near to the singularity time, when the vortices approach ‘collision’ at the origin; (d–f) $xz$-projections of the same evolution, showing the increase of curvature at the tip, and approach to locally hyperbolic form. A movie showing this process may be found in the supplementary material available at https://doi.org/10.1017/jfm.2018.882.

Figure 1

Figure 2.The solution $\unicode[STIX]{x1D6FF}^{2}/\unicode[STIX]{x1D708}t_{c}$ of (2.10) as a function of $\unicode[STIX]{x1D70F}=t/t_{c}$: (a) $\unicode[STIX]{x1D707}=0.2$; $\unicode[STIX]{x1D6FF}_{0}^{2}/\unicode[STIX]{x1D708}t_{c}=5$ (dotted), 7.5 (dashed) and 10 (solid); (b) $\unicode[STIX]{x1D707}=2$; $\unicode[STIX]{x1D6FF}_{0}^{2}/\unicode[STIX]{x1D708}t_{c}=0.2$ (dotted), 0.5 (dashed) and 1.5 (dash-dotted); the case of Leray scaling, $\unicode[STIX]{x1D6FF}_{0}^{2}/\unicode[STIX]{x1D708}t_{c}=1$ is shown by the straight solid line.

Figure 2

Figure 3.Isovorticity contours in the core of a vortex subjected to the non-axisymmetric irrotational strain field (2.22); $\unicode[STIX]{x1D716}_{1}$ defined by (2.23): (a) $\unicode[STIX]{x1D716}_{1}=0.008$; (b) 0.005; (c) 0.0025: the flattening decreases as $\unicode[STIX]{x1D716}_{1}\rightarrow 0$. The streamlines of the strain field in the plane $y=\text{const.}$ are shown by the dashed curves, for the choice $\{\unicode[STIX]{x1D706}_{1}:\unicode[STIX]{x1D706}_{2}:\unicode[STIX]{x1D706}_{3}\}=\{-3:1:2\}$. (After Moffatt et al.1994.)

Figure 3

Figure 4.Two circular vortices of equal radii $R$ and circulations $\mp \unicode[STIX]{x1D6E4}$ are located on inclined planes $x=\pm z\tan \unicode[STIX]{x1D6FC}$; the centres are at $(\mp (R+d)\sin \unicode[STIX]{x1D6FC},0,-(R+d)\cos \unicode[STIX]{x1D6FC})$ and the ‘tipping points’, i.e. the points of nearest approach, are at $(\mp d\sin \unicode[STIX]{x1D6FC},0,-d\cos \unicode[STIX]{x1D6FC})$; the separation of the tipping points is $2s$ where $s=d\sin \unicode[STIX]{x1D6FC}$; the vortices have equal core cross-sections of scale $\unicode[STIX]{x1D6FF}$, and it is supposed that $\unicode[STIX]{x1D6FF}\ll s\ll R$; the configuration is symmetric about the planes $x=0$ and $y=0$, and, neglecting any possible instabilities, these symmetries persist for $t>0$ under Navier–Stokes evolution; the circulations are such that the vortices propagate towards each other, while being distorted upwards near the tipping points.

Figure 4

Figure 5.Sketch of projection on the $\{x,z\}$-plane (not to scale). The frame of reference $OXZ$ is obtained from $Oxz$ by anti-clockwise rotation through an angle $\unicode[STIX]{x03C0}/2+\unicode[STIX]{x1D6FC}$; $O^{\prime }$ is the displaced origin. The projections of $C_{1}$ and $C_{2}$ are shown in black; $T_{1}$ and $T_{2}$ are the tipping points, with separation $2s$. The rate-of-strain field at $T_{1}$ is as indicated; $\hat{\boldsymbol{e}}_{1}$ and $\hat{\boldsymbol{e}}_{3}$ are the eigenvectors corresponding to eigenvalues $\unicode[STIX]{x1D706}_{1}<0$ and $\unicode[STIX]{x1D706}_{3}>0$; the strain field tends to orient the $xz$-plane projection of the neighbourhood of the tip of $C_{1}$ towards the direction of $\hat{\boldsymbol{e}}_{3}$. Similar distortion occurs symmetrically at $T_{2}$.

Figure 5

Figure 6.Curves of $v_{z}(0,0,z)$ for $\unicode[STIX]{x1D709}(=\unicode[STIX]{x1D705}_{0}s)=0.2$ (dotted), 0.1 (dashed) and 0.05 (solid); dimensionless variables are used here and in other figures, based on length scale $R=\unicode[STIX]{x1D705}_{0}^{-1}$ and velocity scale $\unicode[STIX]{x1D705}_{0}\unicode[STIX]{x1D6E4}$; the value $\unicode[STIX]{x1D6FC}=\unicode[STIX]{x03C0}/4$ is adopted throughout.

Figure 6

Figure 7.Curves of $|\tilde{v}_{2x}(\unicode[STIX]{x1D709},\unicode[STIX]{x1D6FC})|$ (solid) and $\tilde{v}_{2z}(\unicode[STIX]{x1D709},\unicode[STIX]{x1D6FC})$ (dashed) ($\unicode[STIX]{x1D6FC}=\unicode[STIX]{x03C0}/4$) showing the cross-over at $\unicode[STIX]{x1D709}\approx 1.357$.

Figure 7

Figure 8.Velocity components at $T_{1}$; (a) $\tilde{v}_{2x}$ and (b) $\tilde{v}_{2z}$, given by (4.15) and (4.16), for $\unicode[STIX]{x1D6FC}=\unicode[STIX]{x03C0}/4$ (solid) and $\unicode[STIX]{x1D6FC}=0$ (dotted); curves for other values of $\unicode[STIX]{x1D6FC}$ fit continuously between these bounds; $\tilde{v}_{2x}$ shows the logarithmic singularity and $\tilde{v}_{2z}$ the $\unicode[STIX]{x1D709}^{-1}$ singularity as $\unicode[STIX]{x1D709}\rightarrow 0$, as indicated by (4.18).

Figure 8

Figure 9.The induced component $\tilde{v}_{2x}$ at the tipping point $T_{1}$ (solid) as a function of $\unicode[STIX]{x1D709}$ (for $\unicode[STIX]{x1D6FC}=\unicode[STIX]{x03C0}/4$); the two-term asymptotic result (4.18) is shown by the dashed curve which almost coincides with the exact solution for $\unicode[STIX]{x1D709}\lesssim 0.7$; the dash-dotted curve shows just the first term of (4.18); the ‘small-$\unicode[STIX]{x1D709}$’ range of interest lies to the left of the dotted line at $\unicode[STIX]{x1D709}=0.1$.

Figure 9

Figure 10.(a) Log–log plot of the induced component $\tilde{v}_{2z}$ at the tipping point $T_{1}$ as a function of $\unicode[STIX]{x1D709}$ ($\unicode[STIX]{x1D6FC}=\unicode[STIX]{x03C0}/4,0<\unicode[STIX]{x1D709}<0.6$); the slope of the dashed line is $-1$; (b) $\tilde{v}_{2z}$ for the interval $0<\unicode[STIX]{x1D709}<0.12$ (black) with the asymptotic curve of (4.18) superposed (dashed); again the ‘small-$\unicode[STIX]{x1D709}$’ range of interest lies to the left of the dotted line at $\unicode[STIX]{x1D709}=0.1$.

Figure 10

Figure 11.(a) Components of $\boldsymbol{v}_{2}$ as functions of the parameter $\unicode[STIX]{x1D703}_{1}$ on $C_{1}$: $\tilde{v}_{2x}(\unicode[STIX]{x1D703}_{1})$ (solid), $\tilde{v}_{2y}(\unicode[STIX]{x1D703}_{1})$ (dashed), $\tilde{v}_{2z}(\unicode[STIX]{x1D703}_{1})$ (dotted); (b) the same, for components of $\boldsymbol{v}=\boldsymbol{v}_{1}+\boldsymbol{v}_{2}$. $(\unicode[STIX]{x1D6FC}=\unicode[STIX]{x03C0}/4,\unicode[STIX]{x1D709}=0.05)$; note how $v_{z}$ is positive only in a small neighbourhood of the tip $T_{1}$ at $\unicode[STIX]{x1D703}_{1}=\unicode[STIX]{x03C0}$.

Figure 11

Figure 12.(a) Early deformation of $C_{1}$ at $t=0.2$ (solid), based on the small-time approximation (5.2); the initial form at $t=0$ is shown dotted. (b) Projection on $yz$-plane, showing increase of curvature at the tip; the initial projection on this plane is an ellipse. (c) Projection of both $C_{1}$ and $C_{2}$ on $xz$-plane, near the region of strong interaction within the dotted circle of radius ${\sim}0.2$. $(\unicode[STIX]{x1D705}_{0}s_{0}=0.05,\unicode[STIX]{x1D705}_{0}\unicode[STIX]{x1D6FF}_{0}=0.0025,\unicode[STIX]{x1D6FC}=\unicode[STIX]{x03C0}/4)$.

Figure 12

Figure 13.Same as figure 12, still with $\unicode[STIX]{x1D705}_{0}s_{0}=0.05$, but now with $\unicode[STIX]{x1D705}_{0}\unicode[STIX]{x1D6FF}_{0}=3.303\times 10^{-6}$; $t=0$ (dotted), and $t=0.115$ (solid) when, according to the linear approximation (5.2), $C_{1}$ and $C_{2}$ ‘collide’ at $O$; in this special case, the tips move on the diagonal lines $x=\pm z$.

Figure 13

Figure 14.Thought experiment in which an elastic cord looped under tension round a horizontal rod is stretched by upward movement of the rod: if the cross-section of the rod is caused by some mechanism to decrease continuously, then the radius of curvature of the cord at the tip decreases despite the positive axial strain in its neighbourhood.

Figure 14

Figure 15.Rate of stretching $\unicode[STIX]{x1D706}_{2}(\unicode[STIX]{x1D709})/\unicode[STIX]{x1D6E4}\unicode[STIX]{x1D705}_{0}^{2}$ at the tipping point $T_{1}$ (solid); two-term small-$\unicode[STIX]{x1D709}$ asymptotic (dashed); one-term asymptotic (dotted); (a) in the range $0<\unicode[STIX]{x1D709}<1$, (b) the same, for the range $0<\unicode[STIX]{x1D709}<0.1$; in this range, the exact solution and the two-term small-$\unicode[STIX]{x1D709}$ asymptotic are indistinguishable.

Figure 15

Figure 16.Sketch of projection in the $xz$-plane, showing the local strain field induced by $C_{2}$ near the tipping point of $C_{1}$. The stretching eigenvalue $\unicode[STIX]{x1D706}_{3}>0$ (corresponding to the eigenvector $(1,0,1)/\surd 2$) is slightly less than $|\unicode[STIX]{x1D706}_{1}|$, where $\unicode[STIX]{x1D706}_{1}<0$ is the contracting eigenvalue, the difference being compensated by the stretching of the vortex along its axial ($y$-)direction.

Figure 16

Figure 17.Dependence of $\unicode[STIX]{x1D706}_{2}/|\unicode[STIX]{x1D706}_{1}|$ (solid) and $\unicode[STIX]{x1D706}_{2}/\unicode[STIX]{x1D706}_{3}$ (dashed) on the angle $\unicode[STIX]{x1D6FC}$$(0<\unicode[STIX]{x1D6FC}<\unicode[STIX]{x03C0}/2)$; (a) with $d$ held constant at $0.1$; (b) with $\unicode[STIX]{x1D709}$ held constant at 0.05.

Figure 17

Figure 18.Variation of $\text{d}\unicode[STIX]{x1D705}/\text{d}t$ as given by (5.21) in the range $0.02\lesssim \unicode[STIX]{x1D709}\lesssim 0.3$; the black curve includes all three terms, while the dashed curve includes only the dominant $O(\unicode[STIX]{x1D709}^{-2})$ term of (5.23a,b); the curves are virtually indistinguishable for $\unicode[STIX]{x1D709}\lesssim 0.1$.

Figure 18

Figure 19.(a) Ovoid (7.1) with $m=0.5$, $d=0.0707$ and $m\unicode[STIX]{x1D705}=25$; (b) corresponding curves $C_{1}^{\prime }$ and $C_{2}^{\prime }$ on planes inclined at angles $\pm \unicode[STIX]{x03C0}/4$.

Figure 19

Figure 20.(a) Curves of $s^{2}(\unicode[STIX]{x1D70F})$ for three initial values of $\unicode[STIX]{x1D6FF}_{0}$, with $s_{0}=0.01$ and $\unicode[STIX]{x1D716}\ll \unicode[STIX]{x1D716}_{c}$ in each case: $\unicode[STIX]{x1D6FF}_{0}=\unicode[STIX]{x1D6FF}_{0c}=3.03879\times 10^{-33}$ (solid), $10^{13}\unicode[STIX]{x1D6FF}_{0c}$ (dotted) and $10^{-33}\unicode[STIX]{x1D6FF}_{0c}$ (dashed); (b) corresponding curves of $\unicode[STIX]{x1D705}^{-2}(\unicode[STIX]{x1D70F})$.

Figure 20

Figure 21.With $s_{0}=0.01$ as in figure 20, this figure shows (a) the product $\unicode[STIX]{x1D705}(\unicode[STIX]{x1D70F})s(\unicode[STIX]{x1D70F})$ which would be constant under exact Leray scaling; the increase near $\unicode[STIX]{x1D70F}=\unicode[STIX]{x1D70F}_{c}$ is due to the weak variation of the logarithmic factor $\unicode[STIX]{x1D6EC}$; it was not possible, within the computational resolution available, to determine the extent of this increase; (b) the decrease of $\unicode[STIX]{x1D6FF}^{2}(\unicode[STIX]{x1D70F})$, showing the beginning of the plunge towards zero; here only an 8 % reduction is visible; again, within the computational limits, it was not possible to determine the true limiting behaviour.

Figure 21

Figure 22.Tipping point trajectories: in each case $\unicode[STIX]{x1D6FC}=\unicode[STIX]{x03C0}/4,s_{0}=0.01$, $\unicode[STIX]{x1D716}\ll \unicode[STIX]{x1D716}_{c}$ and the trajectories start from $(\mp 0.01,-0,01)$; (a) $\unicode[STIX]{x1D6FF}_{0}=3.03879\times 10^{-20}$; (b) the critical case of Leray scaling $\unicode[STIX]{x1D6FF}_{0}=3.03879\times 10^{-33}$ when the trajectories are almost straight lines, with gradients ${\sim}\pm 0.85$; (c) $\unicode[STIX]{x1D6FF}_{0}=3.03879\times 10^{-66}$; this is so small that the condition (4.22) is not satisfied, and the tipping points initially move downwards; from (6.10), there is a turning point in this case (where $\text{d}z/\text{d}\unicode[STIX]{x1D70F}=0$) at $\unicode[STIX]{x1D70F}/\unicode[STIX]{x1D70F}_{c}\approx 0.31$.

Figure 22

Figure 23.Numerical solution of the system (6.9) for the vortex separation parameter $s(\unicode[STIX]{x1D70F})$, core size $\unicode[STIX]{x1D6FF}(\unicode[STIX]{x1D70F})$ and curvature $\unicode[STIX]{x1D705}(\unicode[STIX]{x1D70F})$ for $0<\unicode[STIX]{x1D70F}<\unicode[STIX]{x1D70F}_{c}\approx 0.0434515450$ (marked in all panels by the vertical dotted line); $s(0)=0.05,\unicode[STIX]{x1D6FF}(0)=10^{-5}$, $\unicode[STIX]{x1D705}(0)=1,\unicode[STIX]{x1D716}=10^{-20}$; (a) $s(\unicode[STIX]{x1D70F})^{2}$ (solid curve) decreases to zero, with small negative curvature; (b) $\unicode[STIX]{x1D705}(\unicode[STIX]{x1D70F})^{-2}$ decreases to zero, with significant positive curvature; (c) $\unicode[STIX]{x1D705}(\unicode[STIX]{x1D70F})s(\unicode[STIX]{x1D70F})\equiv \unicode[STIX]{x1D709}(\unicode[STIX]{x1D70F})$ increases near $\unicode[STIX]{x1D70F}=\unicode[STIX]{x1D70F}_{c}$ but is actually bounded (see f); (d) $\unicode[STIX]{x1D6FF}(\unicode[STIX]{x1D70F})$ initially decreases slowly but plunges towards zero for $\unicode[STIX]{x1D70F}\gtrsim 0.04$; (e) $\unicode[STIX]{x1D6FF}(\unicode[STIX]{x1D70F})/s(\unicode[STIX]{x1D70F})$ increases rapidly near $\unicode[STIX]{x1D70F}=\unicode[STIX]{x1D70F}_{c}$, but remains bounded; (f) evolution of $\unicode[STIX]{x1D705}(\unicode[STIX]{x1D70F})s(\unicode[STIX]{x1D70F})$ (solid), $\unicode[STIX]{x1D705}(\unicode[STIX]{x1D70F})\unicode[STIX]{x1D6FF}(\unicode[STIX]{x1D70F})$ (dashed) and $\unicode[STIX]{x1D6FF}(\unicode[STIX]{x1D70F})/s(\unicode[STIX]{x1D70F})$ (dash-dotted) in the interval $(1-10^{-11})\;\unicode[STIX]{x1D70F}_{c}<\unicode[STIX]{x1D70F}<\unicode[STIX]{x1D70F}_{c}$ extremely close to $\unicode[STIX]{x1D70F}_{c}$; the level $\surd 2$ is indicated by the horizontal dotted line. The limiting values are $\unicode[STIX]{x1D705}(\unicode[STIX]{x1D70F}_{c})s(\unicode[STIX]{x1D70F}_{c})=1.414213$, $\unicode[STIX]{x1D705}(\unicode[STIX]{x1D70F}_{c})\unicode[STIX]{x1D6FF}(\unicode[STIX]{x1D70F}_{c})=1.334122$, $\unicode[STIX]{x1D6FF}(\unicode[STIX]{x1D70F}_{c})/s(\unicode[STIX]{x1D70F}_{c})=0.943367$.

Figure 23

Figure 24.Euler evolution: (a) asymptotic behaviour of $\unicode[STIX]{x1D705}(\unicode[STIX]{x1D70F})s(\unicode[STIX]{x1D70F})$, $\unicode[STIX]{x1D705}(\unicode[STIX]{x1D70F})\unicode[STIX]{x1D6FF}(\unicode[STIX]{x1D70F})$ and $\unicode[STIX]{x1D6FF}(\unicode[STIX]{x1D70F})/s(\unicode[STIX]{x1D70F})$ as $\unicode[STIX]{x1D70F}\rightarrow \unicode[STIX]{x1D70F}_{c}\approx 0.042524599087$, for $(1-10^{-11})\unicode[STIX]{x1D70F}_{c}<\unicode[STIX]{x1D70F}<\unicode[STIX]{x1D70F}_{c}$, computed from (6.9) with $\unicode[STIX]{x1D6FD}=1.136$, $\unicode[STIX]{x1D6FD}_{1}=0.750$ and with initial conditions $s(0)=0.05$, $\unicode[STIX]{x1D6FF}(0)=10^{-5}$, $\unicode[STIX]{x1D705}(0)=1$, and with $\unicode[STIX]{x1D6FC}=\unicode[STIX]{x03C0}/4$ and $\unicode[STIX]{x1D716}=0$; the abscissa is not resolved; (b) corresponding trajectories of the tipping points.

Figure 24

Figure 25.Vortex pair at parameter value $\unicode[STIX]{x1D6FF}/s=1.22$; $\unicode[STIX]{x1D6FF}$ is defined so that the enclosed area is $\unicode[STIX]{x03C0}\unicode[STIX]{x1D6FF}^{2}$, and $2s$ is the distance between the two centres of vorticity. (Adapted from Pierrehumbert 1980.)

Moffatt and Kimura supplementary movie 1

Biot-Savart approach to a singularity, as described in the caption to figure 1.

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