{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "2f0879a1-70d3-4f20-8e6c-9909d6dcee58", "metadata": {}, "outputs": [], "source": [ "from scipy.integrate import odeint\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pylab as pl" ] }, { "cell_type": "code", "execution_count": 2, "id": "afc846e9-2846-498f-9c8b-24d1b3923f1e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "
" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize = (12,12))\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "77e10b6e-7708-4e3a-9e4e-0fceceed0ca1", "metadata": {}, "outputs": [], "source": [ "omega = 2\n", "omegasq = omega**2\n", "a, b, c, d = 0, 1, omegasq, -0.5" ] }, { "cell_type": "code", "execution_count": 4, "id": "149f2096-f875-4d54-97ed-2f248de87585", "metadata": {}, "outputs": [], "source": [ "def dx_dt(xx,t):\n", " x = xx[0]\n", " y = xx[1]\n", " term1 = a*x + b*y\n", " term2 = -omegasq*np.sin(x) + d*y\n", " return [term1, term2]" ] }, { "cell_type": "code", "execution_count": 5, "id": "930bbc07-44eb-439c-8ec6-4ab4a5e96458", "metadata": {}, "outputs": [], "source": [ "maxtime = 20\n", "xmin = -8\n", "xmax = 8\n", "ts = np.linspace(0, maxtime, 1000)\n", "ic = np.linspace(xmin, xmax, 8)" ] }, { "cell_type": "code", "execution_count": 6, "id": "621cb3f0-f1c7-4a78-8cc3-2e10da1fe553", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(-8.0, 8.0)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for r in ic:\n", " for s in ic:\n", " x0 = [r,s]\n", " xs = odeint(dx_dt,x0,ts)\n", " plt.plot(xs[:,0],xs[:,1],\"b\")\n", "\n", "plt.xlabel('x')\n", "plt.ylabel('y')\n", "plt.xlim(xmin,xmax)\n", "plt.ylim(xmin,xmax)" ] }, { "cell_type": "markdown", "id": "fb6d7420-6149-4d90-8fe6-83b354ec8519", "metadata": {}, "source": [ "---\n", "# Competing Species Example" ] }, { "cell_type": "code", "execution_count": 7, "id": "12418800-37ab-422b-b2c1-f76a67e4b700", "metadata": {}, "outputs": [], "source": [ "plt.style.use('ggplot')\n", "\n", "import sympy as sm" ] }, { "cell_type": "code", "execution_count": 8, "id": "4854aa7b-832f-4866-b849-f9b869a3790e", "metadata": {}, "outputs": [], "source": [ "# Paramters for \"mutual exclusion\n", "beta = 1\n", "delta = 2\n", "gamma = 3\n", "b = 1\n", "d = 2\n", "c = 3\n", "\n", "def dz_dt(z,t):\n", " return [z[0]*(beta - delta*z[0] - gamma*z[1]), z[1]*(b - d*z[1] - c*z[0])]" ] }, { "cell_type": "code", "execution_count": 9, "id": "75328322-db3f-4573-a9b1-dc30d4975c42", "metadata": {}, "outputs": [], "source": [ "# Find critical points\n", "\n", "#define symbolic exprsssion\n", "x, y = sm.symbols('x,y')\n", "P = x*(beta - delta*x - gamma*y)\n", "Q = y*(b - d*y - c*x)\n", "\n", "#Set P(x,y) = 0 and Q(x,y) = 0\n", "Peqn = sm.Eq(P,0)\n", "Qeqn = sm.Eq(Q,0)" ] }, { "cell_type": "code", "execution_count": 14, "id": "ed7258d8-1908-43bd-89e4-0048e9ff5a1f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[(0, 0), (0, 1/2), (1/5, 1/5), (1/2, 0)]\n" ] } ], "source": [ "#solve our equations for populations of species of x and y\n", "criticalpoints = sm.solve((Peqn,Qeqn),x,y)\n", "print(criticalpoints)" ] }, { "cell_type": "code", "execution_count": 19, "id": "9ec4806e-3199-49f0-9217-e7f20f903266", "metadata": {}, "outputs": [], "source": [ "#calculate a vectorfield\n", "X,Y = np.mgrid[0:0.5:20j,0:0.5:20j]\n", "u = X*(beta - delta*X - gamma*Y)\n", "v = Y*(b-d*Y-c*X)" ] }, { "cell_type": "code", "execution_count": 25, "id": "092f82d4-5aae-4056-b9ee-2453b651c988", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for i in range(4):\n", " plt.plot(criticalpoints[i][0],criticalpoints[i][1],\"yo\")\n", " \n", "#we can color our critical points algorithmically\n", "plt.quiver(X,Y,u,v,color = \"red\")\n", "\n", "#plot trajectories\n", "ts = np.linspace(0,10.500)\n", "ic = np.linspace(0,0.5,10)\n", "for r in ic:\n", " for s in ic:\n", " z0 = [r,s]\n", " zs = odeint(dz_dt,z0,ts)\n", " plt.plot(zs[:,0],zs[:,1], \"royalblue\",linewidth = 0.75)\n", " " ] }, { "cell_type": "code", "execution_count": 41, "id": "024812c6-e894-4ede-8594-99da95b5b92c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[1. 1.]\n", "[-1. -0.5]\n" ] }, { "ename": "AttributeError", "evalue": "'EigResult' object has no attribute 'eignvalues'", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", "Cell \u001b[0;32mIn[41], line 9\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[38;5;28mprint\u001b[39m(np\u001b[38;5;241m.\u001b[39mlinalg\u001b[38;5;241m.\u001b[39meig(J)\u001b[38;5;241m.\u001b[39meigenvalues)\n\u001b[1;32m 8\u001b[0m pointcolor \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mro\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m----> 9\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m(\u001b[38;5;28meval\u001b[39m\u001b[38;5;241m.\u001b[39meigenvalues[\u001b[38;5;241m0\u001b[39m]\u001b[38;5;241m<\u001b[39m\u001b[38;5;241m0\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28;43meval\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43meignvalues\u001b[49m[\u001b[38;5;241m1\u001b[39m]\u001b[38;5;241m<\u001b[39m\u001b[38;5;241m0\u001b[39m):\n\u001b[1;32m 10\u001b[0m pointcolor \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124myo\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 12\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(criticalpoints[k][\u001b[38;5;241m0\u001b[39m],criticalpoints[k][\u001b[38;5;241m1\u001b[39m],\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124myo\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", "\u001b[0;31mAttributeError\u001b[0m: 'EigResult' object has no attribute 'eignvalues'" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for k in range(4):\n", " xx = float(criticalpoints[k][0])\n", " yy = float(criticalpoints[k][1])\n", " J = np.array([[beta-2*delta*xx - gamma*yy, -gamma*xx], [-c*yy, b -2*d*yy-c*xx]])\n", " eval = np.linalg.eig(J)\n", " print(np.linalg.eig(J).eigenvalues)\n", "\n", " pointcolor = 'ro'\n", " if(eval.eigenvalues[0]<0 and eval.eignvalues[1]<0):\n", " pointcolor = \"yo\"\n", " \n", " plt.plot(criticalpoints[k][0],criticalpoints[k][1],\"yo\")" ] }, { "cell_type": "code", "execution_count": null, "id": "841551b2-00d3-41ed-a2d7-3a93424f44bc", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "95808e94-ad18-48c4-a566-d4dd6e89336a", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "221bd086-1ca7-40ae-b656-ce645c86f409", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "b9baea92-ed70-4183-9b65-28c3166449f4", "metadata": {}, "source": [ "---\n", "# Animation fun time!" ] }, { "cell_type": "code", "execution_count": 42, "id": "f2daadfc-ce2b-4a33-b882-22c7a14c51c5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Exothermic Reactor with Tc = 305.0 K')" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "#import seaborn as sns\n", "from scipy.integrate import odeint\n", "\n", "from matplotlib import animation\n", "from IPython.display import HTML\n", "\n", "# https://github.com/jckantor/CBE30338\n", "# THIS FILE IS ORIGINALLY BY Jeff Kantor at University of Notre Dame\n", "\n", "# mode parameteres\n", "Ea = 72750 # activation energy J/gmol\n", "R = 8.314 # gas constant J/gmol/K\n", "k0 = 7.2e10 # Arrhenius rate constant 1/min\n", "V = 100.0 # Volume [L]\n", "rho = 1000.0 # Density [g/L]\n", "Cp = 0.239 # Heat capacity [J/g/K]\n", "dHr = -5.0e4 # Enthalpy of reaction [J/mol]\n", "UA = 5.0e4 # Heat transfer [J/min/K]\n", "q = 100.0 # Flowrate [L/min]\n", "cAi = 1.0 # Inlet feed concentration [mol/L]\n", "Ti = 350.0 # Inlet feed temperature [K]\n", "cA0 = 0.5; # Initial concentration [mol/L]\n", "T0 = 350.0; # Initial temperature [K]\n", "Tc = 305.0 # Coolant temperature [K]\n", "\n", "# Arrhenius rate expression\n", "def k(T):\n", " return k0*np.exp(-Ea/R/T)\n", "\n", "def deriv(y,t):\n", " cA,T = y\n", " dcA = (q/V)*(cAi - cA) - k(T)*cA\n", " dT = (q/V)*(Ti - T) + (-dHr/rho/Cp)*k(T)*cA + (UA/V/rho/Cp)*(Tc-T)\n", " return [dcA,dT]\n", "\n", "# create a set of initial conditions\n", "ICs = [[cA0,T0] for cA0 in [0] for T0 in np.linspace(295,480,19)]\n", "ICs += [[cA0,T0] for cA0 in np.linspace(0,1,21) for T0 in [290]]\n", "ICs += [[cA0,T0] for cA0 in [1] for T0 in np.linspace(295,475,18)]\n", "\n", "# create background figure and axes\n", "#sns.set(font_scale=1.5)\n", "fig, ax = plt.subplots(figsize=(8,8))\n", "ax.set_xlim((0,1))\n", "ax.set_ylim((290,450))\n", "ax.set_xlabel('Concentration [gmol/liter]')\n", "ax.set_ylabel('Temperature [K]')\n", "ax.set_title('Exothermic Reactor with Tc = {0:.1f} K'.format(Tc))\n" ] } ], "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": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 5 }