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How to calculate and plot instantaneous phase in Mathematica

开发者 https://www.devze.com 2023-02-10 07:19 出处:网络
I would like a plot of the instantaneous phase difference between a frequency-swept drive and the nonlinear oscillator it is driving.x[t] below is the instantaneous displacement of the oscillator and

I would like a plot of the instantaneous phase difference between a frequency-swept drive and the nonlinear oscillator it is driving. x[t] below is the instantaneous displacement of the oscillator and plotx provides a plot.

Thanks, Carey

s =
 NDSolve[{x''[t] + x[t] - 0.167 x[t]^3 == 
    0.005 Cos[t - 0.5*0.0000652*t^2], x[0] == 0, x'[0] == 0}, 
  x, {t, 0, 3000}, MaxSteps -> 35000]

plotx = Plot[Evaluate[x[t] /. s], {t, 0, 3000}, PlotPoints -> 10000, 
  Frame -> {True, True, False, False}, FrameLabel -> {"t", "开发者_如何学运维x"}, 
  FrameStyle -> Directive[FontSize -> 15], PlotLabel -> "(a)", 
  Axes -> False]


(Response, take 2)

You can get a reasonable approximation of the phase with

f[tt_?NumericQ] := -(ArcTan @@ ({x[t], x'[t]}/
    Sqrt[x[t]^2 + x'[t]^2]) /. s[[1]]) /. t -> tt

Here are some plots. First we show the driving term and the result together. It indicates they are a bit out of phase.

plotx2 = Plot[
  Evaluate[{x[t], Cos[t - 0.5*0.0000652*t^2]/5} /. s], {t, 0, 100}, 
  Frame -> {True, True, False, False}, FrameLabel -> {"t", "x"}]

How to calculate and plot instantaneous phase in Mathematica

Now we show the two phases together. I plot over a slightly different range this time.

phaseangles = 
 Plot[{f[t], Mod[t - 0.5*0.0000652*t^2, 2*Pi, -Pi]}, {t, 100, 120}, 
  Frame -> {True, True, False, False}, FrameLabel -> {"t", "x"}]

How to calculate and plot instantaneous phase in Mathematica

Last we show the phase differences.

phasediffs = 
 Plot[{f[t] - Mod[t - 0.5*0.0000652*t^2, 2*Pi, -Pi]}, {t, 100, 120}, 
  Frame -> {True, True, False, False}, FrameLabel -> {"t", "x"}]

How to calculate and plot instantaneous phase in Mathematica

Possibly I'm off by something additive (those Mod[] terms get bothersome), but this should give an idea of how one might proceed.

Daniel Lichtblau Wolfram Research


I'd look very closely at the method of averaging. In Strogatz's implementation, both the average envelope and phase of a nonlinear oscillator are found. Since you are looking for something a little bit beyond the first order, I'd consider looking at this paper from the Air Force Academy.

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