Convection described by Lorenz's Equation Bifurcation

In summary, the author discusses a Hopf bifurcation and its associated chaotic behavior. At R=33.45, there is a branch of periodic solutions that emanates from the bifurcation. The equilibrium at R=29 is also unstable, and the equilibrium at R=22.3 is stable.
  • #1
hanson
319
0
Hi all!
I am currently reading the text "Practical Bifurcation and Stability Analysis" by Seyedel for an introduction to practical bifurcation theory.
I do not tatolly understand the theory and hope that some of you could help explain to an idiot like me.

I have read till P.80 of the books (I scanned a few pages, see below please).

I would like to ask, in the bifurcation diagram, there is a hopf bifurcation at R=33.45. My intuition is that, there are periodic oscialltions from R=29 to 33.45, is it correct? But why would there be period obits at R=22.3, R=19 as given by below diagrams?

I thought that at R=22.3 or 19, there are just stable and unstabl equilibria as indicated in the bifurcation diagram, why would there be periodic orbits?

I am sure that something is wrong with my concepts, please kindly rectify me.
 

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  • #2
Stable and unstable equilibria will not result in Hopf bifurcation. You have to have periodic orbits of "cascading" periods in order to have that kind of chaotic bifurcation.
 
  • #3
Isn't a hopf birfurcation a birfurcation from a branch of equilibria to a branch of periodic oscillations? (periodoic oscillations = periodic orbits = closed trajectories?)
 
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  • #4
I jstu interpret the bifurcatio diagram as follows:

For R<29, there are only stable and unstable equilibria, no periodic orbits since the hopf bifurcation value is not reached yet.

The hopf bifurcation exist when R=33.45 where periodoic orbits are born but STOP AT R=29? (I know it is wrong...but what does the shaded area means?)

Or it means for R<33.45, period orbits are born? That means there are periodoic orbits where all values of R on the left of the hopf bifurcation value? But why the curved dashed curve end around R= 29? I just don't get it...

Please kindly help.
 
  • #5
Steady states undergo Hopf bifurcations; steady states on the bifurcating branch then have an extra pair of complex conjugate eiegnvalues in the right-half of their stability plane.

A branch of periodic solutions emanate from a Hopf bifurcation.
Halls said:
Stable and unstable equilibria will not result in Hopf bifurcation. You have to have periodic orbits of "cascading" periods in order to have that kind of chaotic bifurcation.
Equilibria (staedy states) undergo Hopf bifurcations. The periodic orbit which emanates from this point may undergo a period-doubling cascade to chaos - though there are other routes

In your second thumbnail, you have a subcritical Hopf bifurcation (criticality can be determined from the Jacobian or higher order terms of normal form in more complex systems). This results in an unstable periodic solution growing in the "backward" direction. Your steady state was initially stable (solid line) but becomes unstable after the bifurcaiton (dashed line).

Fig.2.32 presumably shows this unstable periodic solution.

In your last thumbnail, I don't have Seydel on me so can't look it up, but is that the branch of periodic solutions (shown in dots) cutting back on itself. In this figure, I don't think they indicate stability - 1. the steady state is shown as solid after the bifurcation (if it is steady state); 2. After such a cut-back, of periodic solutions emanating from a Hopf bifurcation, you would expect the periodic solutions to undergo a saddle-node bifurcation of limit cycles and achieve stability, of which I see no indication.

Through in more details if you want - we don't get many bifurcation questions on here, well not enough!:smile:
 
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1. What is convection and how is it described by Lorenz's equation bifurcation?

Convection is a physical process in which heat is transferred by the movement of a fluid, such as air or water. Lorenz's equation bifurcation is a mathematical model that describes the chaotic behavior of convection in a fluid.

2. Why is Lorenz's equation bifurcation important in the study of convection?

Lorenz's equation bifurcation is important because it helps scientists understand the complex behavior of convection, which is fundamental in many natural processes such as weather patterns, ocean currents, and atmospheric circulation.

3. What are the key components of Lorenz's equation bifurcation?

The key components of Lorenz's equation bifurcation are the three variables: temperature, fluid velocity, and fluid density. These variables interact with each other in a nonlinear way, leading to chaotic behavior.

4. How does bifurcation occur in Lorenz's equation and what are its effects?

Bifurcation in Lorenz's equation occurs when small changes in the initial conditions or parameters of the system result in drastically different outcomes. This can lead to chaotic behavior, where even small changes can have significant effects on the overall behavior of the system.

5. How is Lorenz's equation bifurcation used in practical applications?

Lorenz's equation bifurcation has been applied in various fields such as meteorology, physics, and engineering to understand and predict complex systems. It has also been used in the development of chaos theory and has practical applications in weather forecasting, climate modeling, and fluid dynamics.

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