{ "metadata": { "name": "" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "raw", "metadata": {}, "source": [ "Texto y c\u00f3digo sujeto bajo Creative Commons Attribution license, CC-BY-SA. (c) Original por Lorena A. Barba y Gilbert Forsyth en 2013, traducido por F.J. Navarro-Brull para CAChemE.org" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[@LorenaABarba](https://twitter.com/LorenaABarba) - \n", "[@CAChemEorg](https://twitter.com/cachemeorg)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "12 pasos para Navier-Stokes\n", "=====\n", "***" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Deber\u00edas de haber completado tu propio c\u00f3digo hasta el [Paso 5](http://nbviewer.ipython.org/urls/bitbucket.org/franktoffel/cfd-python-class-es/raw/master/lecciones/07%2520-%2520Paso%25205.ipynb) antes de continuar con esta lecci\u00f3n. Al igual que con los pasos 1 a 4, vamos a avanzar gradualmente, por lo que es importante completar el paso anterior!\n", "\n", "Seguimos..." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Paso 6: Convecci\u00f3n 2D\n", "----\n", "***" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ahora resolveremos un problema de convecci\u00f3n 2D, representado por el par de ecuaciones diferenciales parciales acopladas que se presentan a continuaci\u00f3n:\n", "\n", "$$\\frac{\\partial u}{\\partial t} + u \\frac{\\partial u}{\\partial x} + v \\frac{\\partial u}{\\partial y} = 0$$\n", "\n", "$$\\frac{\\partial v}{\\partial t} + u \\frac{\\partial v}{\\partial x} + v \\frac{\\partial v}{\\partial y} = 0$$\n", "\n", "Discretizando las ecuaciones con los m\u00e9todos que hemos aplicado anteriormente se obtiene:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "$$\\frac{u_{i,j}^{n+1}-u_{i,j}^n}{\\Delta t} + u_{i,j}^n \\frac{u_{i,j}^n-u_{i-1,j}^n}{\\Delta x} + v_{i,j}^n \\frac{u_{i,j}^n-u_{i,j-1}^n}{\\Delta y} = 0$$\n", "\n", "$$\\frac{v_{i,j}^{n+1}-v_{i,j}^n}{\\Delta t} + u_{i,j}^n \\frac{v_{i,j}^n-v_{i-1,j}^n}{\\Delta x} + v_{i,j}^n \\frac{v_{i,j}^n-v_{i,j-1}^n}{\\Delta y} = 0$$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Reorganizaci\u00f3n de las dos ecuaciones, se resuelve por $u_{i,j}^{n+1}$ and $v_{i,j}^{n+1}$, respectivamente. Ten en cuenta que estas ecuaciones tambi\u00e9n est\u00e1n acopladas." ] }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "Condiciones iniciales" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Las condiciones iniciales son las mismos que se utilizaron para la convecci\u00f3n en 1D, aplicadas tanto en la direcci\u00f3n x como en la direcci\u00f3n y. \n", "\n", "$$u,\\ v\\ = \\begin{cases}\\begin{matrix}\n", "2 & \\text{para } x,y \\in (0.5, 1)\\times(0.5,1) \\cr\n", "1 & \\text{en el resto de puntos}\n", "\\end{matrix}\\end{cases}$$" ] }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "Condiciones de contorno" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Las condiciones de contorno son u y v igual a 1 a lo largo de los l\u00edmites de la malla (cuadr\u00edcula).\n", "\n", "$$u = 1,\\ v = 1 \\text{ para } \\begin{cases} \\begin{matrix}x=0,2\\cr y=0,2 \\end{matrix}\\end{cases}$$" ] }, { "cell_type": "code", "collapsed": false, "input": [ "%pylab inline \n", "from mpl_toolkits.mplot3d import Axes3D\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "### Declaraci\u00f3n de variables\n", "nx = 101\n", "ny = 101\n", "nt = 80\n", "c = 1\n", "dx = 2.0/(nx-1)\n", "dy = 2.0/(ny-1)\n", "sigma = .2\n", "dt = sigma*dx\n", "\n", "x = np.linspace(0,2,nx)\n", "y = np.linspace(0,2,ny)\n", "\n", "u = np.ones((ny,nx)) ## crea un vector 1xn de unos\n", "v = np.ones((ny,nx))\n", "un = np.ones((ny,nx))\n", "vn = np.ones((ny,nx))\n", "\n", "### Asignar variables inciales\n", "\n", "u[.5/dy:1/dy+1,.5/dx:1/dx+1]=2 ## establece funci\u00f3n de sobrero como C.I.: u(.5<=x<=1 && .5<=y<=1 ) is 2\n", "v[.5/dy:1/dy+1,.5/dx:1/dx+1]=2 ##establece funci\u00f3n de sobrero como C.I: u(.5<=x<=1 && .5<=y<=1 ) is 2\n", "\n", "for n in range(nt+1): ## Bucle para los incrementos de tiempo\n", " un[:] = u[:]\n", " vn[:] = v[:]\n", "\n", " u[1:,1:]=un[1:,1:]-(un[1:,1:]*dt/dx*(un[1:,1:]-un[0:-1,1:]))-vn[1:,1:]*dt/dy*(un[1:,1:]-un[1:,0:-1]) \n", " v[1:,1:]=vn[1:,1:]-(un[1:,1:]*dt/dx*(vn[1:,1:]-vn[0:-1,1:]))-vn[1:,1:]*dt/dy*(vn[1:,1:]-vn[1:,0:-1])\n", " \n", " u[0,:] = 1\n", " u[-1,:] = 1\n", " u[:,0] = 1\n", " u[:,-1] = 1\n", " \n", " v[0,:] = 1\n", " v[-1,:] = 1\n", " v[:,0] = 1\n", " v[:,-1] = 1" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] } ], "prompt_number": 1 }, { "cell_type": "code", "collapsed": false, "input": [ "from matplotlib import cm ##cm = \"colormap\" para cambiar la paleta de color de la figura 3d \n", "fig = plt.figure(figsize=(11,7), dpi=100)\n", "ax = fig.gca(projection='3d')\n", "X,Y = np.meshgrid(x,y)\n", "\n", "ax.plot_surface(X,Y,u, cmap=cm.coolwarm)\n" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 2, "text": [ "" ] }, { "metadata": {}, "output_type": "display_data", "png": 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GuzMThqEnY1UrRIy0KDUCbP5SqRSAgRm/ZkLlAAaTz4KgqioSiQQCgQC5bomyIDuKfgq5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8ez\nb98+sSsmCD9i4shVEARhFJEkiQULFjB+/PheizkQR5yC8FMkdugEQRBGkR9++IGf/exnTJ482XaM\num7dOk6dOgVYjjgB27Bf6xFnUlLSiK1ZEIShJwo6QRAEQRCEUU4cuQqCIAiCIIxyoqATBEEQBEEY\n5URBJwiCIAiCMMqJgk4QBEEQBGGUEwWdIAiCIAjCKCcKOkEQBEEQhFHu/wOOZwhsT0jpggAAAABJ\nRU5ErkJggg==\n", "text": [ "" ] } ], "prompt_number": 2 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Aprender m\u00e1s" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "La lecci\u00f3n del v\u00eddeo que te lleva a trav\u00e9s de los detalles de los pasos 5 al 8 es la **Video Lesson 6** en YouTube:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from IPython.display import YouTubeVideo\n", "YouTubeVideo('tUg_dE3NXoY')" ], "language": "python", "metadata": {}, "outputs": [ { "html": [ "\n", " \n", " " ], "output_type": "pyout", "prompt_number": 1, "text": [ "" ] } ], "prompt_number": 1 }, { "cell_type": "code", "collapsed": false, "input": [ "from IPython.core.display import HTML\n", "def css_styling():\n", " styles = open(\"../styles/custom.css\", \"r\").read()\n", " return HTML(styles)\n", "css_styling()" ], "language": "python", "metadata": {}, "outputs": [ { "html": [ "\n", "" ], "metadata": {}, "output_type": "pyout", "prompt_number": 1, "text": [ "" ] } ], "prompt_number": 1 }, { "cell_type": "markdown", "metadata": {}, "source": [ "> (La celda de arriba establece el formato de este notebook)" ] } ], "metadata": {} } ] }