Pendulum - Stability and fixed points

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SUMMARY

The discussion focuses on the stability and fixed points of a pendulum system analyzed through Lagrangian mechanics. Key findings include that fixed points occur at ##\theta_0 = n\pi##, with even n representing stable attractors and odd n representing unstable saddle points. The stability of these points is determined using the characteristic equation ##\lambda^2 + \lambda r + ga \cos\theta = 0##. Additionally, for the condition ##T > ga##, the system transitions from fixed points to stable limit cycles, indicating a significant change in dynamics.

PREREQUISITES
  • Understanding of Lagrangian mechanics
  • Familiarity with phase space analysis
  • Knowledge of eigenvalue stability criteria
  • Concept of bifurcations in dynamical systems
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  • Study the derivation of the Lagrangian for pendulum systems
  • Explore phase space trajectories and their convergence properties
  • Investigate Hopf bifurcations and their implications in dynamical systems
  • Learn about limit cycles and their stability in nonlinear systems
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Students and researchers in physics, particularly those studying dynamical systems, nonlinear dynamics, and mechanical systems analysis.

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Homework Statement



(a): Show the lagrangian derivative in phase space
(b)i: Show how the phase space evolves over time and how they converge
(b)ii: Find the fixed points and stability and sketch phase diagram
(c)i: Find fixed points and stability
(c)ii: Show stable limit cycles exist for T>ga and why they cannot emerge by hopf bifurcations[/B]

2vtqfcz.png

Homework Equations

The Attempt at a Solution



Part(a)
[/B]
Shown using conservation of rate of flow of mass.

Part(b)i

\Delta \dot V = \Delta V \left( \frac{\partial \dot \theta}{\partial \theta} + \frac{\partial \dot \omega}{\partial \omega} \right)
\Delta \dot V = -r \Delta V

\Delta V = \Delta V_0 e^{-rt}

Thus for ##r>0## system converges to an attractor.

Part (b)ii
For ## \dot \omega = \dot \theta = 0##, fixed points are given by ##\theta_0 = n\pi##.

To find their stability, we find ##|J-\lambda I| = 0##
\lambda^2 + \lambda r + ga cos\theta = 0
Thus for even ##n##, fixed points are stable attractors and for odd ##n##, fixed points are unstable saddle points.

1213bjo.png
Part (c)i

Fixed points are given by:

cos \theta = \sqrt{1- \left( \frac{T}{ga} \right)^2}

For their stability, again we find the eigenvalues:

\lambda^2 + \lambda r + ga cos\theta = 0
\lambda = \frac{-r \pm \sqrt{ r^2 - 4ga cos\theta } }{2}

Thus for ## r^2 > 4ga \sqrt{1- \left( \frac{T}{ga} \right)^2}##, they are fixed stable attractors. For ## r^2 < \sqrt{1- \left( \frac{T}{ga} \right)^2} ##, they are unstable saddle points.

Part(c)ii

I'm not too sure about this part. I know that for ##T>ga##, ##cos \theta## becomes imaginary. How do I relate that to how the fixed point changes to a limit cycle?
 
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