370 likes | 553 Views
CEE262C Lecture 2: Nonlinear ODEs and Phase Diagrams. Overview. Nonlinear chaotic ODEs: the damped nonlinear forced pendulum 2 nd Order damped harmonic oscillator Systems of ODEs Phase diagrams Fixed points Isoclines/Nullclines
E N D
CEE262C Lecture 2: Nonlinear ODEs and Phase Diagrams Overview • Nonlinear chaotic ODEs: the damped nonlinear forced pendulum • 2nd Order damped harmonic oscillator • Systems of ODEs • Phase diagrams • Fixed points • Isoclines/Nullclines References: Dym, Ch 7; Mooney & Swift, Ch 5.2-5.3; Kreyszig, Ch 4 CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
Forced pendulum Frictional effect m m g CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
Free-body diagram CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
Derivation of the governing ODE CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
m CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
Reduce and nondimensionalize! CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
Governing nondimensional ODE CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
Linearize CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
The damped harmonic oscillator CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
The particular solution CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
Simulating the nonlinear system pendulum.zip CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
Phase plane analysis CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
Direction field for a1=0.5 phasedirection.m CEE262C Lecture 2: Nonlinear ODEs and phase diagrams 24
Computing phase lines analytically Solution in phase space Elliptic Integral! CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
Analytical Phase Lines for CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
Nullclines and fixed points CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
Plotting nullclines and fixed points q=0 (no acceleration) increasing friction p=0 (no velocity) Fixed points CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
where the point is a fixed point corresponding to Behavior in the vicinity of fixed points Suppose we have a nonlinear coupled set of ODEs in the form We can determine the behavior of this ODE in the vicinity of the fixed points by analyzing the behavior of disturbances applied to the fixed points such that CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
Using the Taylor series expansion about the fixed point, we have Substitution into the ODEs gives Since the fixed points satisfy CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
and , then the perturbations satisfy In vector form, this is given by The Jacobian matrix is given by CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
The behavior of the solution in the phase plane in the vicinity of the fixed points is determined by the behavior of the eigenvalues of the Jacobian. If then the eigenvalues of J are given by CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
complex pair, negative real part. two real negative roots. CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
complex pair, positive real part. two real positive roots. pure imaginary. CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
Phase plane analysis for the pendulum CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
Underdamped Critical or overdamped CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
Spiral direction CW or CCW? Clockwise c<0 Counter- clockwise c>0 CEE262C Lecture 2: Nonlinear ODEs and phase diagrams
Behavior around saddle point CEE262C Lecture 2: Nonlinear ODEs and phase diagrams