{ "cells": [ { "cell_type": "markdown", "id": "0ab67285-75a6-400e-91ac-3c9b7705acb3", "metadata": {}, "source": [ "*Notebook erstellt von A. Naber am 25.11.2022, modififiziert von Y. Augenstein*\n", "\n", "# Physikalisches Pendel und deterministisches Chaos\n", "\n", "## Einleitung\n", "\n", "In diesem Notebook wird die Bewegung des gedämpften physikalischen Pendels mit äußerer periodischer Antriebskraft numerisch gelöst. Interessant sind dabei vor allem die Verhaltensweisen für große Amplituden und insbesondere auch für Überschläge. Diese reichen von einfachen zu komplexeren periodischen Bewegungen bis zu chaotischem Verhalten ohne erkennbare Muster.\n", "\n", "Für das verwendete numerische Verfahren bringen wir die Differentialgleichung (DGL) aus der Vorlesung in eine andere Form. Zunächst werden für die Vorfaktoren einfachere Parameter eingeführt:\n", "\n", "$$ f = \\frac{F_0}{m l} \\ ; \\quad b = \\frac{\\gamma}{m l} \\ ; \\quad \\omega_0^2 = \\frac{g}{l} \\quad .$$\n", "\n", "Damit wird \n", "\n", "$$ \\frac{{\\rm d}^2\\alpha}{{\\rm d} t^2} + b\\,\\frac{{\\rm d}\\alpha}{{\\rm d}t}+\\omega_0^2\\,\\sin(\\alpha) = f\\,\\sin(\\omega t) \\quad .$$\n", "\n", "Diese DGL zweiter Ordnung wird zur numerischen Berechnung in zwei lineare DGL erster Ordnung zerlegt. Mit\n", "\n", "$$ \\alpha_1 = \\alpha \\quad\\text{und}\\quad \\alpha_2=\\frac{{\\rm d}\\alpha_1}{{\\rm d}t} $$\n", "\n", "erhalten wir dann\n", "\n", "\\begin{align*}\n", " \\alpha_2 &=\\frac{{\\rm d}\\alpha_1}{{\\rm d} t} \\\\[1ex]\n", " \\frac{{\\rm d}\\alpha_2}{{\\rm d} t} &= f\\,\\sin(\\omega t)-b\\,\\alpha_2-\\omega_0^2\\,\\sin(\\alpha_1) \\quad .\n", "\\end{align*} \n", "\n", "Diese Gleichungen werden im Skript mit dem Modul $\\tt odeint$ aus *SciPy* integriert. Die Schrittweite wird darin bestimmt durch ein Array $t$, welches die diskreten Zeitwerte für die zu berechnenden Winkel und Winkelgeschwindigkeiten enthält. Je kleiner die Schrittweite zwischen benachbarten Zeiten ist, umso präziser wird die numerische Berechnung, aber umso länger dauert sie dann natürlich auch. \n", "\n", "Die erste Python-Zelle des Skripts (\"Lösung der DGL\") berechnet die Lösungen als Funktion der gegebenen Parameter. Weisen Sie daher vor jeder neuen Berechnung (mittels Shift-Return) den Parametern zunächst die gewünschten Werte zu.\n", "\n", "Die darauf folgenden Zellen zur Darstellung der Ergebnisse sind voneinander unabhängig. Sie können sich also darauf beschränken, nur die auszuführen, die für Sie interessant sind, und die anderen überspringen. Wenn Sie die Darstellung z.B. eines Plots verändern wollen, dann können Sie das tun ohne Neuberechnung der Lösung. Das kann sehr viel Zeit sparen, wenn Sie eine kleine Schrittweite für die Zeit und damit eine hohe Genauigkeit verwenden." ] }, { "cell_type": "markdown", "id": "eed2a3f9-8e95-4dc6-9c2e-6289a0974973", "metadata": {}, "source": [ "## Lösung der Differentialgleichung" ] }, { "cell_type": "markdown", "id": "5f09b62f", "metadata": {}, "source": [ "### Setup" ] }, { "cell_type": "code", "execution_count": 1, "id": "3ba9fbe9", "metadata": {}, "outputs": [], "source": [ "%matplotlib widget\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.integrate import odeint\n", "from scipy.fft import fft, fftfreq\n", "import csv\n", "\n", "plt.rcParams[\"axes.grid\"] = True\n", "plt.rcParams[\"axes.labelsize\"] = 14\n", "plt.rcParams[\"axes.titlesize\"] = 16" ] }, { "cell_type": "markdown", "id": "16bb6248", "metadata": {}, "source": [ "### Funktionen" ] }, { "cell_type": "code", "execution_count": 2, "id": "8666fb3f-663f-468a-8f5c-9e6b868daa8d", "metadata": { "scrolled": true, "tags": [] }, "outputs": [], "source": [ "# Definition der Differentialgleichungen für den gedämpften Oszillator mit harmonischer Anregung\n", "def pendulum(alpha, t, b, omega, f, omega0=1.0):\n", " dalpha1_dt = alpha[1]\n", " dalpha2_dt = f * np.cos(omega * t) - b * alpha[1] - (omega0**2) * np.sin(alpha[0])\n", " return dalpha1_dt, dalpha2_dt\n", "\n", "\n", "def run_pendulum(t, omega, A, b, f):\n", " # Anfangsbedingungen [Winkelauslenkung, Winkelgeschwindigkeit]\n", " alpha_0 = [A, 0]\n", "\n", " # Lösen der Differentialgleichung\n", " alpha = odeint(pendulum, alpha_0, t, args=(b, omega, f)).T\n", " return alpha\n", "\n", "\n", "def spectrum(x, tmax):\n", " xf = fftfreq(len(x), tmax / len(x))\n", " xf = 2 * np.pi * np.fft.fftshift(xf)\n", " yf = np.abs(np.fft.fftshift(fft(x)))\n", " return xf, yf\n", "\n", "\n", "def wrap2pi(x):\n", " return x - 2 * np.pi * np.rint(x / (2 * np.pi))\n", "\n", "\n", "def make_broken_axis(ax1, ax2):\n", " ax1.spines[\"right\"].set_visible(False)\n", " ax1.grid(False)\n", " ax2.spines[\"left\"].set_visible(False)\n", " ax2.set_yticks([])\n", " ax2.set_yticklabels([])\n", " ax2.grid(False)\n", "\n", " d = 0.02\n", " kwargs = dict(transform=ax1.transAxes, color=\"k\", clip_on=False)\n", " ax1.plot((1 - d, 1 + d), (1 - d, 1 + d), **kwargs)\n", " ax1.plot((1 - d, 1 + d), (-d, +d), **kwargs)\n", " kwargs.update(transform=ax2.transAxes)\n", " ax2.plot((-d, +d), (1 - d, 1 + d), **kwargs)\n", " ax2.plot((-d, +d), (-d, +d), **kwargs)" ] }, { "cell_type": "markdown", "id": "67ab1552", "metadata": {}, "source": [ "### Simulationsparameter" ] }, { "cell_type": "code", "execution_count": 3, "id": "67ffc35b", "metadata": {}, "outputs": [], "source": [ "omega = 1.0 # Anregungsfrequenz\n", "n_int = 100 # Anzahl der Zeitwerte für eine Periode; > 1000 für hohe Qualität (begrenzt durch Speicherplatz)\n", "n_cycles = 500 # Anzahl der Perioden; 50000 für hohe Qualität der Poincaré-Map\n", "N = n_int * n_cycles\n", "tmax = (2 * np.pi / omega) * n_cycles\n", "t = np.linspace(0, tmax, N) # Das entsprechende Zeitinervall als array" ] }, { "cell_type": "markdown", "id": "65b47d13-e487-48de-9913-3914d6aa09b5", "metadata": {}, "source": [ "## Darstellung der Ergebnisse\n", "\n", "### Obere Reihe: Winkelamplitude und Winkelgeschwindigkeit als Funktion der Zeit\n", "\n", "Hier werden zunächst der Winkel $\\alpha$ und die Winkelgeschwindigkeit $\\dot\\alpha$ als Funktion der Zeit geplottet. Meist genügt es, einen vergleichsweise kurzen Zeitraum darzustellen, um z.B. ein periodisches Muster zu erkennen. Chaotisches Verhalten kann dagegen eventuell erst für vergleichsweise große Zeiträume identifiziert werden. Daher zeigen wir hier den Anfang sowie das Ende der Schwingung, wobei die Anzahl der angezeigten Zeitpunkte hier mit dem Parameter `n` frei gewählt werden kann.\n", "\n", "### Unten links: Fouriertransformation der Winkelamplitude\n", "\n", "Die Fouriertransformierte der Winkelamplitude bestimmt deren Frequenzkomponenten. Im Fall schwach gedämpfter Eigenschwingungen des Pendels für kleine Amplituden und ohne externe Anregung reduziert sich das Frequenzspektrum auf die Eigenfrequenz $f_0$ des harmonischen Oszillators. Für größere Amplituden und nichtlineare Rückstellkraft wird die zunächst reine Sinusfunktion zunehmend \"verzerrt\" - die Eigenfrequenz $f_0$ nimmt ab und es gibt zusätzliche Frequenzkomponenten (ungerade Harmonische, also $3f_0$, $5f_0$, etc.). Im Falle externer Anregung und Überschlägen des Pendels wird das Frequenzspektrum nochmal komplexer, insbesondere wenn die Amplitude als Funktion der Zeit für spezielle Parameter aperiodisch und \"chaotisch\" wird.\n", "\n", "### Unten rechts: Poincaré-Map\n", "\n", "Hier wird die Winkelgeschwindigkeit $\\dot\\alpha$ aufgetragen gegen die Winkelamplitude $\\alpha$ für Zeiten $t_n=n\\cdot T$, worin $T$ die Periodendauer der externen Anregung ist. Falls das Pendel periodisch mit der Anregungsfrequenz schwingt, was bei moderater Anregung ohne Überschläge meist der Fall ist, befindet sich das Pendel zu den Zeiten $t_n$ im selben Zustand, d.h. in der Poincaré-Map wird nach dem Einschwingvorgang immer nur der gleiche Punkt erzeugt. Eine komplexe Verteilung von Punkten in der Poincaré-Map ist daher ein Indiz für chaotisches Verhalten. Berechnet man die Map mit hoher zeitlicher Auflösung (kleine zeitliche Iterationsschritte, viele Anregungszyklen), dann wird eine Feinstruktur in den Punkten erkennbar - Linien, die sich zu immer feineren Linien aufspalten. In dem scheinbar chaotischen Verhalten werden erstaunliche Regelmäßigkeiten erkennbar. Durch den limitierten Speicherplatz sind den dafür nötigen Berechnungen leider enge Grenzen gesetzt.\n", "\n", "Experimentieren Sie mit den Parametern! Als Startwerte sind z.B. $b=0.22$ und $f=2.7$ geeignet. Zoomen Sie in \"turbulente\" Abschnitte der Poincaré-Map hinein.\n", "\n", "*Hinweis:* In der Voreinstellung werden die Punkte groß dargestellt, um sie gut erkennbar zu machen. Wenn Sie sehr viele Zyklen berechnen und damit sehr viele Punkte in der Map erzeugen, dann sollten Sie die Punktgröße mittels $\\tt s=1$ auf einen einzigen Pixel verringern." ] }, { "cell_type": "code", "execution_count": 8, "id": "8e01e0c6-b9e5-479b-94a7-4145e6996644", "metadata": { "scrolled": true }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "97a3e9c0c47a4494a842aebc011b3927", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "A = [0, 1e-3, -1e-3] # muss eine Liste sein, da wir mehrere Werte angeben können\n", "b = 0.22\n", "f = 2.68\n", "\n", "alphas = [run_pendulum(t, omega, Ai, b, f) for Ai in A]\n", "\n", "spectra = []\n", "poincare_maps = []\n", "for alpha in alphas:\n", " spectra.append(spectrum(alpha[0], tmax))\n", "\n", " # Für die Poincaré-Map\n", " cycles = n_int * np.arange(n_cycles)\n", " al0_cyc = wrap2pi(alpha[0][cycles])\n", " al1_cyc = alpha[1][cycles]\n", " poincare_maps.append([al0_cyc, al1_cyc])\n", "\n", "n = 600 # Anzahl der Zeitpunkte, die angezeigt werden sollen\n", "\n", "# Wir bereiten alle Achsen zum plotten vor\n", "plt.close(\"all\")\n", "fig = plt.figure(figsize=(10, 8), dpi=100)\n", "gs = fig.add_gridspec(2, 2, wspace=0.3, hspace=0.3)\n", "gs1 = gs[0, 0].subgridspec(1, 2, wspace=0.05)\n", "ax11 = fig.add_subplot(gs1[0])\n", "ax11.set_xlabel(r\"t (s)\", x=1.05)\n", "ax11.set_ylabel(r\"Winkel $\\alpha$\")\n", "ax12 = fig.add_subplot(gs1[1])\n", "make_broken_axis(ax11, ax12)\n", "\n", "gs2 = gs[0, 1].subgridspec(1, 2, wspace=0.05)\n", "ax21 = fig.add_subplot(gs2[0])\n", "ax21.set_xlabel(r\"t (s)\", x=1.05)\n", "ax21.set_ylabel(r\"Winkelgeschw. $\\dot{\\alpha}$\")\n", "ax22 = fig.add_subplot(gs2[1])\n", "make_broken_axis(ax21, ax22)\n", "\n", "ax3 = fig.add_subplot(gs[1, 0])\n", "ax3.set_xlabel(\"Winkelfrequenz (Hz)\")\n", "ax3.set_ylabel(\"Amplitude\")\n", "ax3.set_yscale(\"log\")\n", "ax3.set_xlim(0, 4)\n", "\n", "ax4 = fig.add_subplot(gs[1, 1])\n", "ax4.set_xlabel(r\"Winkel $\\alpha$\")\n", "ax4.set_ylabel(r\"Winkelgeschw. $\\dot{\\alpha}$\")\n", "ax4.axis(\"equal\")\n", "\n", "# Wir plotten die Daten in die entsprechenden Achsen\n", "for Ai, alpha, (xf, mag), (al0_cyc, al1_cyc) in zip(A, alphas, spectra, poincare_maps):\n", " ax11.plot(t[:n], alpha[0][:n])\n", " ax12.plot(t[-n:], alpha[0][-n:], label=f\"A = {Ai:.0e}\")\n", "\n", " ax21.plot(t[:n], alpha[1][:n])\n", " ax22.plot(t[-n:], alpha[1][-n:])\n", "\n", " ax3.plot(xf, mag)\n", "\n", " ax4.scatter(al0_cyc, al1_cyc, marker=\".\", lw=0, s=30)\n", " ax4.set_xlim(min(al0_cyc) - 0.05, max(al0_cyc) + 0.05)\n", " ax4.set_ylim(min(al1_cyc) - 0.05, max(al1_cyc) + 0.05)\n", "\n", "fig.suptitle(f\"b = {b:.3f}, f = {f:.3f}\")\n", "fig.legend(\n", " ncol=len(A),\n", " loc=\"upper center\",\n", " bbox_to_anchor=(0.5, 0.95),\n", " bbox_transform=fig.transFigure,\n", ")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "7095f648", "metadata": {}, "source": [ "### Speichern der Daten" ] }, { "cell_type": "markdown", "id": "08f24330", "metadata": {}, "source": [ "Falls erwünscht, können wir die hier berechneten Ergebnisse in einer Datei abspeichern." ] }, { "cell_type": "code", "execution_count": 5, "id": "c72c2c7e", "metadata": {}, "outputs": [], "source": [ "def file_writer(filename, data, labels):\n", " with open(filename, \"w\", newline=\"\") as f:\n", " writer = csv.writer(f)\n", " writer.writerow(labels)\n", " for row in zip(*data):\n", " writer.writerow(row)\n", "\n", "\n", "# for Ai, alpha, (xf, mag) in zip(A, alphas, spectra):\n", "# file_writer(\n", "# f\"alpha_A={Ai:.0e}.csv\",\n", "# [t, *alpha],\n", "# [\"time\", \"amplitude\", \"angular velocity\"],\n", "# )\n", "# file_writer(\n", "# f\"spectrum_A={Ai:.0e}.csv\",\n", "# [xf, mag],\n", "# [\"frequency\", \"amplitude\"],\n", "# )" ] }, { "cell_type": "code", "execution_count": null, "id": "df8e09e0", "metadata": {}, "outputs": [], "source": [ "import matplotlib; print(matplotlib.__version__)" ] }, { "cell_type": "code", "execution_count": null, "id": "8e5e6571", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.12" }, "vscode": { "interpreter": { "hash": "cc412c9f3fa4474d685b397f63f04324611d10c22d923c0d092e91ec5ad6d5ee" } } }, "nbformat": 4, "nbformat_minor": 5 }