{ "metadata": { "name": "" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "raw", "metadata": {}, "source": [ "Content provided under a Creative Commons Attribution license, CC-BY 4.0; code under MIT license (c)2014 Lorena A. Barba, Olivier Mesnard. Thanks: NSF for support via CAREER award #1149784." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[@LorenaABarba](https://twitter.com/LorenaABarba)" ] }, { "cell_type": "heading", "level": 5, "metadata": {}, "source": [ "Version 0.3 -- March 2014" ] }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Source Sheet" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A source sheet is an infinite row of sources along one line. You have already created a vortex sheet by placing a [row of vortices](http://nbviewer.ipython.org/github/barbagroup/AeroPython/blob/master/lessons/05_Lesson05_InfiniteRowOfVortices.ipynb) on one line, so you are ready for this.\n", "\n", "Make sure that you have studied [*AeroPython* Lesson 7](http://nbviewer.ipython.org/github/barbagroup/AeroPython/blob/master/lessons/07_Lesson07_methodOfImages.ipynb), on the Method of Images and the use of classes in Python. From now on, classes will feature prominently!\n", "\n", "We start by importing our libraries and creating the grid of points, as we've done so many times before." ] }, { "cell_type": "code", "collapsed": false, "input": [ "from math import *\n", "import numpy as np\n", "import matplotlib.pyplot as plt" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 1 }, { "cell_type": "code", "collapsed": false, "input": [ "N = 100 # Number of points in each direction\n", "x_start, x_end = -1.0, 1.0 # x-direction boundaries\n", "y_start, y_end = -1.5, 1.5 # y-direction boundaries\n", "x = np.linspace(x_start, x_end, N) # computes a 1D-array for x\n", "y = np.linspace(y_start, y_end, N) # computes a 1D-array for y\n", "X, Y = np.meshgrid(x, y) # generates a mesh grid" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 2 }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will include a uniform flow of magnutide $U_\\infty = 1$ parallel to the horizontal axis. The arrays `uFreestream` and `vFreestream` contain the velocity components of the free stream. Let's fill these up:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "u_inf = 1.0 # free-stream speed\n", "\n", "# calculates the free-stream velocity components\n", "u_freestream = u_inf * np.ones((N, N), dtype=float)\n", "v_freestream = np.zeros((N, N), dtype=float)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 3 }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "Finite number of sources along a line" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We consider first a finite number of sources arranged along a vertical line, normal to the freestream. The streamlines will come out of each source and be deflected by the streamlines coming from the freestream.\n", "\n", "From a computational point of view, the finite number of sources can be represented by a 1D-array containing objects, each one having been created by the class `Source`. This class will need as attributes the strength of a source, `strength`, and its location at (`x`,`y`). Its methods will compute the velocity components and stream function on a given mesh grid (`X`,`Y`), and of course, its *constructor*: " ] }, { "cell_type": "code", "collapsed": false, "input": [ "class Source:\n", " \"\"\"Contains information related to a source/sink.\"\"\"\n", " def __init__(self, strength, x, y):\n", " \"\"\"Initializes the source/sink.\n", " \n", " Arguments\n", " ---------\n", " strength -- strength of the source/sink.\n", " x, y -- coordinates of the source/sink.\n", " \"\"\"\n", " self.strength = strength\n", " self.x, self.y = x, y\n", "\n", " def velocity(self, X, Y):\n", " \"\"\"Computes the velocity field generated by the source/sink.\n", " \n", " Arguments\n", " ---------\n", " X, Y -- mesh grid.\n", " \"\"\"\n", " self.u = self.strength/(2*pi)*(X-self.x)/((X-self.x)**2+(Y-self.y)**2)\n", " self.v = self.strength/(2*pi)*(Y-self.y)/((X-self.x)**2+(Y-self.y)**2)\n", "\n", " def stream_function(self, X, Y):\n", " \"\"\"Computes the stream-function generated by the source/sink.\n", " \n", " Arguments\n", " ---------\n", " X, Y -- mesh grid.\n", " \"\"\"\n", " self.psi = self.strength/(2*pi)*np.arctan2((Y-self.y), (X-self.x))" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 4 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now you'll really see how useful classes are! We will use our class `Source` to create as many sources as we want to place on a source sheet. Pick a number, `N_sources`, and call the class constructor that many times, moving along the $y$ axis for the location of the sources. Then call the function to calculate the velocity of each source." ] }, { "cell_type": "code", "collapsed": false, "input": [ "N_sources = 11 # number of sources\n", "strength = 5.0 # sum of all source strengths\n", "strength_source = strength/N_sources # strength of one source\n", "x_source = np.zeros(N_sources, dtype=float) # horizontal position of all sources (1D array)\n", "y_source = np.linspace(-1.0, 1.0, N_sources) # vertical position of all sources (1D array)\n", "\n", "# creates a source line (Numpy array of Source's instantiations)\n", "sources = np.empty(N_sources, dtype=object)\n", "for i in xrange(N_sources):\n", " sources[i] = Source(strength_source, x_source[i], y_source[i])\n", " sources[i].velocity(X, Y)\n", "\n", "# superposition of all sources to the free-stream flow\n", "u = u_freestream.copy()\n", "v = v_freestream.copy()\n", "for source in sources:\n", " u += source.u\n", " v += source.v" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 5 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice that the variable `sources` is a NumPy array, that is, a collection of items of the same type. What type? You're probably used to arrays of numbers, but we can also have arrays of objects of any type created by a class (in this case, of type `Source`).\n", "\n", "We are creating an empty NumPy array called `sources`, and telling Python that its items will be some object that is not a built-in data type, like `int` or `float` for integers or floating-point real numbers. The number of items contained in the array will be `N_sources`.\n", "\n", "In the first loop, we fill the `sources` array, calling the `Source`-class *constructor* for each item. We also go ahead and compute the velocity of each source (using the method `velocity()` of each source). In the second loop\u2014after creating the velocity arrays `u` and `v` by copying the free-stream velocity components\u2014, we're adding all the velocity contributions for every source `source` in the array `sources`.\n", "\n", "The final flow pattern corresponds to the superposition of a uniform flow and `N_sources` identical sources of strength `strength_source` equally spaced along a vertical line normal to the uniform flow. In our plot, we'll mark the location of the sources with red points and also define a filled contour of velocity magnitude to visualize the location of the stagnation point, defined by $u=0$ and $v=0$." ] }, { "cell_type": "code", "collapsed": false, "input": [ "# plots the streamlines\n", "%matplotlib inline\n", "\n", "size = 6\n", "plt.figure(figsize=(size, (y_end-y_start)/(x_end-x_start)*size))\n", "plt.grid(True)\n", "plt.xlabel('x', fontsize=16)\n", "plt.ylabel('y', fontsize=16)\n", "plt.xlim(x_start, x_end)\n", "plt.ylim(y_start, y_end)\n", "plt.streamplot(X, Y, u, v, density=2, linewidth=1, arrowsize=1, arrowstyle='->')\n", "plt.scatter(x_source, y_source, color='#CD2305', s=80, marker='o')\n", "velocity = plt.contourf(X, Y, np.sqrt(u**2+v**2), levels=np.linspace(0.0, 0.1, 10))\n", "cbar = plt.colorbar(velocity, ticks=[0, 0.05, 0.1], orientation='horizontal')\n", "cbar.set_label('Velocity magnitude', fontsize=16);" ], "language": "python", "metadata": {}, "outputs": [ { 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+++9te0aQFPR6eJJz50Khu7uDit23L//6PnAAe0rEq1YsYvv7lSuxRj/4AExE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vvrLySy7e1RVb9tG+Lrcm/s5csAo6wsvn02xyFJe/Kk6RoOfcnPRw5lyRKEovbvF7cAjX1+xgx8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\n6tix2p/tUlJC7eTtt8mitLen9jJ3LgmEpeJ49Srdm379yLoAaO1J//5kMX/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"text": [ "" ] } ], "prompt_number": 6 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now try to change the total strength of the sources. What is the minimal total source strength so that the dividing streamline ($\\psi = 0$) encloses all the singularities?" ] }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "Infinite line of sources" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By definition, a *source sheet* is an infinite collection of side-by-side sources of infinitesimal equal strength distributed along a given path.\n", "\n", "Consider $s$ to be the running coordinate along the sheet: we define $\\sigma = \\sigma(s)$ as the strength per unit length.\n", "\n", "Recall that the strength of a single source represents the volume flow rate per unit depth (i.e., per unit length in the $z$-direction).\n", "Therefore, $\\sigma$ represents the volume flow rate per unit depth and per unit length (in the $s$-direction). Thus, $\\sigma ds$ is the strength of an infinitesimal portion $ds$ of the source sheet. This infinitesimal portion is so small that it can be treated as a distinct source of strength $\\sigma ds$.\n", "\n", "Following this, the stream-function at point $\\left(r,\\theta\\right)$ of this infinitesimal portion is\n", "\n", "$$d\\psi\\left(r,\\theta\\right) = \\frac{\\sigma ds}{2\\pi} \\theta$$\n", "\n", "Integrating along $s$, we find the stream-function of the entire source sheet:\n", "\n", "$$\\psi\\left(r,\\theta\\right) = \\frac{\\sigma}{2\\pi}\\int_{\\text{sheet}}\\theta\\left(s\\right)ds$$\n", "\n", "In the previous section, we considered a vertical finite distribution of sources. Similarly, the stream function of a vertical source sheet at $x=0$ between $y_{\\text{min}}$ and $y_{\\text{max}}$ in Cartesian coordinates is\n", "\n", "$$\\psi\\left(x,y\\right) = \\frac{\\sigma}{2\\pi}\\int_{y_{\\text{min}}}^{y_{\\text{max}}} \\tan^{-1}\\left(\\frac{y-\\xi}{x}\\right)d\\xi$$\n", "\n", "And the velocity components are\n", "\n", "$$u\\left(x,y\\right) = \\frac{\\sigma}{2\\pi} \\int_{y_{\\text{min}}}^{y_{\\text{max}}} \\frac{x}{x^2+\\left(y-\\xi\\right)^2}d\\xi$$\n", "\n", "$$v\\left(x,y\\right) = \\frac{\\sigma}{2\\pi} \\int_{y_{\\text{min}}}^{y_{\\text{max}}} \\frac{y-\\xi}{x^2+\\left(y-\\xi\\right)^2}d\\xi$$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "####Using SciPy\n", "\n", "We need to calculate the two integrals above to obtain the velocities. Bummer, you say. Calculating integrals is so pass\u00e9. Don't worry! We have SciPy: a powerful collection of mathematical algorithms and functions. It includes the module [`integrate`](http://docs.scipy.org/doc/scipy/reference/tutorial/integrate.html), a fundamental set of functions for scientific computing including basic integration, quadrature rules and numerical integrators for ordinary differential equations. How helpful is that?\n", "\n", "Let's import the module we need from SciPy:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from scipy import integrate" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 7 }, { "cell_type": "markdown", "metadata": {}, "source": [ "We are going to use the function [`quad(func,a,b)`](http://docs.scipy.org/doc/scipy/reference/generated/scipy.integrate.quad.html#scipy.integrate.quad) of the module `integrate` to compute the definite integral of a function of one variable between two limits:\n", "\n", "$$I=\\int_a^b f(x)\\ {\\rm d}x$$\n", "\n", "The first argument to the function `quad` needs to be a Python function ... you already know how to create a Python function using a `def` statement, but you'll learn a new way to create Python functions: the `lambda` statement. Why do I need two ways to define functions, you may ask? The answer is rather subtle, and the subject of full blog posts! (See below)\n", "\n", "In short, a function created with a `lambda` statement is a single expression that returns a value (but without a `return` statement!). It is often called an *anonymous function*, because we don't need to give it a name." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's see how we use a `lambda` statement to integrate a mathematical function. Suppose we want to integrate the function $f:x\\rightarrow x^2$ from $0$ to $1$. You can manually do this one, right? It gives the value $\\frac{1}{3}$. \n", "\n", "To use the function `quad()`, we give it as first parameter the expression `lambda x : x**2`:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "print integrate.quad(lambda x : x**2, 0.0, 1.0)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "(0.33333333333333337, 3.700743415417189e-15)\n" ] } ], "prompt_number": 8 }, { "cell_type": "markdown", "metadata": {}, "source": [ "You see, here we used the `lambda` statement to pass a function argument to `quad()`, without going through a function definition (in this sense, we talk of *anonymous* Python functions).\n", "\n", "Note that the function `quad()` returns a list: the first element is the result of the integral, and the second element is an estimate of the error. If you just want the value of the definite integral, you need to specify the index `[0]`, for the first element of the list!\n", "\n", "We are ready to use this for our velocity calculations of the source sheet." ] }, { "cell_type": "code", "collapsed": false, "input": [ "sigma = 2.5 # strength of the source-sheet\n", "\n", "# boundaries of the source-sheet\n", "y_min, y_max = -1.0, 1.0\n", "\n", "# computes the velcity field generated by the source-sheet\n", "u_sheet = np.empty((N, N), dtype=float)\n", "v_sheet = np.empty((N, N), dtype=float)\n", "for i in xrange(N):\n", " for j in xrange(N): \n", " integrand = lambda s : X[i,j]/(X[i,j]**2+(Y[i,j]-s)**2)\n", " u_sheet[i,j] = sigma/(2*pi)*integrate.quad(integrand, y_min, y_max)[0]\n", " \n", " integrand = lambda s: (Y[i,j]-s)/(X[i,j]**2+(Y[i,j]-s)**2)\n", " v_sheet[i,j] = sigma/(2*pi)*integrate.quad(integrand, y_min, y_max)[0]\n", "\n", "# superposition of the source-sheet to the uniform flow\n", "u = u_freestream + u_sheet\n", "v = v_freestream + v_sheet" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 9 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's now visualize the streamlines (blue) on the mesh grid. We draw a red line to show the source sheet and a filled contour to visualize the location of the stagnation point." ] }, { "cell_type": "code", "collapsed": false, "input": [ "# plots the streamlines\n", "%matplotlib inline\n", "\n", "size = 8\n", "plt.figure(figsize=(size, (y_end-y_start)/(x_end-x_start)*size))\n", "plt.grid(True)\n", "plt.xlabel('x', fontsize=16)\n", "plt.ylabel('y', fontsize=16)\n", "plt.xlim(x_start, x_end)\n", "plt.ylim(y_start, y_end)\n", "plt.streamplot(X, Y, u, v, density=2, linewidth=1, arrowsize=1, arrowstyle='->')\n", "plt.axvline(0.0, (y_min-y_start)/(y_end-y_start), (y_max-y_start)/(y_end-y_start), \n", " color='#CD2305', linewidth=4)\n", "velocity = plt.contourf(X, Y, np.sqrt(u**2+v**2), levels=np.linspace(0.0, 0.1, 10))\n", "cbar = plt.colorbar(velocity, ticks=[0, 0.05, 0.1], orientation='horizontal')\n", "cbar.set_label('Velocity magnitude', fontsize=16);" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": 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ioKJ9/TVqULVqvK/27SHlu3a599AotVHR3LnkeVSpgjLSpAkOqLMJQEHwkAIb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YdWKcjKgrS3cCGT9913yU5wJF9fStjbU6ei0X7xBfFnvQ1Qjh1DyCUksCi+9JK65hsbi3Beu5Zr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\ngg==\n", "text": [ "" ] } ], "prompt_number": 10 }, { "cell_type": "markdown", "metadata": {}, "source": [ "We said that the strength $\\sigma$ represents a volume flow rate emanating from the source sheet. If you play with this parameter, you will see that the stagnation point comes closer and closer to the source sheet with decreasing strength.\n", "\n", "If we wanted to use multiple source sheets to represents the streamlines around a given body shape, we need to make each source sheet part of the dividing streamline. The question will be *What is the source strength to make this happen?*\n", "\n", "The volume flow rate on just the left side of the sheet is $\\frac{\\sigma}{2}$, flowing in the opposite direction of the freestream velocity $U_\\infty$.\n", "Therefore, the flow-tangency boundary condition required is $\\frac{\\sigma}{2} = U_\\infty$.\n", "\n", "Now go back to the code above an replace the `sigma` by the correct value. *Where is the stagnation point? Where is the dividing streamline?*" ] }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Learn more" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `lambda` statement can be especially confusing when you are starting out with Python. Here are a couple of places to dig deeper: \n", "\n", "* an interesting blog post that treats the subtleties of lambdas: [Yet Another Lambda Tutorial](http://pythonconquerstheuniverse.wordpress.com/2011/08/29/lambda_tutorial/) at the \"Python Conquers the Universe\" blog (29 August 2011)\n", "* the chapter on [\"Anonymous functions: lambda\"](https://www.inkling.com/read/learning-python-mark-lutz-4th/chapter-19/anonymous-functions-lambda) of the *Learning Python* book by Mark Lutz." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "Please ignore the cell below. It just loads our style for the notebook." ] }, { "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", "\n", "\n", "\n", "\n" ], "metadata": {}, "output_type": "pyout", "prompt_number": 11, "text": [ "" ] } ], "prompt_number": 11 } ], "metadata": {} } ] }