{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Step 8: 2D Burgers Equation\n", "\n", "This is a major milestone in our quest towards solving the Navier Stokes equations in 2D in python. The burger's equation is great to learn about CFD and fluid dynamics in general because it contains the full convective nonlinearity of the flow equations and at the same time has many known analytic solutions. An interesting thing about it is that it can generate discontinuous solutiosn from an initial condition that is smooth, in other words it can develop shocks. We wnat to see this occur in two dimensions. Let's start with our set of coupled PDEs:\n", "\n", "$$ \\frac{\\partial u}{\\partial t} + u \\frac{\\partial u}{\\partial x} + v \\frac{\\partial u}{\\partial y} = \\nu \\left (\\frac{\\partial^2 u}{\\partial x^2} + \\frac{\\partial^2 u}{\\partial y^2} \\right ) $$\n", "\n", "$$ \\frac{\\partial v}{\\partial t} + u \\frac{\\partial v}{\\partial x} + v \\frac{\\partial v}{\\partial y} = \\nu \\left (\\frac{\\partial^2 v}{\\partial x^2} + \\frac{\\partial^2 v}{\\partial y^2} \\right ) $$\n", "\n", "\n", "## Discretization\n", "\n", "We've built a pretty good amount of experience in discretizing these terms. Here are the results:\n", "\n", "$$\n", " \\frac{u_{i,j}^{n+1} - u_{i,j}^n}{\\Delta t} + u_{i,j}^n \\frac{u_{i,j}^n-u_{i-1,j}^n}{\\Delta x} + v_{i,j}^n \\frac{u_{i,j}^n - u_{i,j-1}^n}{\\Delta y} = $$\n", " $$\\qquad \\nu \\bigg( \\frac{u_{i+1,j}^n - 2u_{i,j}^n+u_{i-1,j}^n}{\\Delta x^2} + \\frac{u_{i,j+1}^n - 2u_{i,j}^n + u_{i,j-1}^n}{\\Delta y^2} \\bigg)$$\n", "\n", "$$\n", "\\frac{v_{i,j}^{n+1} - v_{i,j}^n}{\\Delta t} + u_{i,j}^n \\frac{v_{i,j}^n-v_{i-1,j}^n}{\\Delta x} + v_{i,j}^n \\frac{v_{i,j}^n - v_{i,j-1}^n}{\\Delta y} = $$\n", "$$\\nu \\bigg( \\frac{v_{i+1,j}^n - 2v_{i,j}^n+v_{i-1,j}^n}{\\Delta x^2} + \\frac{v_{i,j+1}^n - 2v_{i,j}^n + v_{i,j-1}^n}{\\Delta y^2} \\bigg)$$\n", "\n", "As always, we solve for our only unknown $u^{n+1}_{i,j}$ and $v^{n+1}_{i,j}$ and iterate through the equation that follows:\n", "\n", " $$u_{i,j}^{n+1} = u_{i,j}^n - \\frac{\\Delta t}{\\Delta x} u_{i,j}^n (u_{i,j}^n - u_{i-1,j}^n) - \\frac{\\Delta t}{\\Delta y} v_{i,j}^n (u_{i,j}^n - u_{i,j-1}^n)+ $$\n", " $$ \\frac{\\nu \\Delta t}{\\Delta x^2}(u_{i+1,j}^n-2u_{i,j}^n+u_{i-1,j}^n) + \\frac{\\nu \\Delta t}{\\Delta y^2} (u_{i,j+1}^n - 2u_{i,j}^n + u_{i,j+1}^n)$$ \n", "\n", " $$v_{i,j}^{n+1} = v_{i,j}^n - \\frac{\\Delta t}{\\Delta x} u_{i,j}^n (v_{i,j}^n - v_{i-1,j}^n) - \\frac{\\Delta t}{\\Delta y} v_{i,j}^n (v_{i,j}^n - v_{i,j-1}^n)+ $$\n", " $$ \\frac{\\nu \\Delta t}{\\Delta x^2}(v_{i+1,j}^n-2v_{i,j}^n+v_{i-1,j}^n) + \\frac{\\nu \\Delta t}{\\Delta y^2} (v_{i,j+1}^n - 2v_{i,j}^n + v_{i,j+1}^n)$$ \n", "\n", "\n", "## Initial and Boundary Conditions\n", "\n", "We will solve the equation with the same initial conditions:\n", "\n", "$$ u,v = \\begin{cases}\n", "\\begin{matrix}\n", "2 & \\text{for } x,y \\in (0.5,1) \\times (0.5,1) \\cr\n", "1 & \\text{everywhere else}\n", "\\end{matrix}\\end{cases}\n", "$$\n", "\n", "And boundary conditions:\n", "\n", "$$ u = 1, v=1 \\ \\text{for} \\begin{cases}\n", "\\begin{matrix}\n", " x = 0,2 \\cr\n", " y = 0,2 \n", "\\end{matrix}\n", "\\end{cases}\n", "$$\n", "\n", "The boundary conditions set u and v equal to 1 along boundaries of the grid:\n", "\n", "## Libraries and Variable declarations\n", "\n", "### Lib import" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# Adding inline command to make plots appear under comments\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from matplotlib import cm\n", "from mpl_toolkits.mplot3d import Axes3D\n", "%matplotlib notebook" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Variable Declarations" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "grid_length_x = 2\n", "grid_length_y = 2\n", "grid_points_x = 41\n", "grid_points_y = 41\n", "nt = 240\n", "c = 1\n", "nu = .01\n", "dx = grid_length_x / (grid_points_x - 1) \n", "dy = grid_length_y / (grid_points_y - 1) \n", "sigma = .0009\n", "dt = sigma * dx * dy / nu\n", "\n", "x = np.linspace(0, grid_length_x, grid_points_x)\n", "y = np.linspace(0, grid_length_y, grid_points_y)\n", "\n", "u = np.ones((grid_points_x, grid_points_y))\n", "v = np.ones((grid_points_x, grid_points_y))\n", "un = np.ones((grid_points_x, grid_points_y))\n", "vn = np.ones((grid_points_x, grid_points_y))\n", "\n", "#Initiallizing the array containing the shape of our initial conditions\n", "u[int(.5 / dy):int(1 / dy + 1),int(.5 / dx):int(1 / dx + 1)] = 2 \n", "v[int(.5 / dy):int(1 / dy + 1),int(.5 / dx):int(1 / dx + 1)] = 2 " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting initial conditions" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(11,7), dpi= 100)\n", "ax = fig.gca(projection='3d')\n", "X,Y = np.meshgrid(x,y)\n", "\n", "surf = ax.plot_surface(X,Y, u[:], cmap=cm.viridis, rstride=1, cstride=1)\n", "ax.set_xlabel('$x$')\n", "ax.set_zlabel('$u$')\n", "ax.set_ylabel('$y$')\n", "ax.text2D(0.35, 0.95, \"2D Burgers EQ at t=10\", transform=ax.transAxes);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Solving in 2D" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "for n in range(nt): ##loop across number of time steps\n", " un = u.copy()\n", " vn = v.copy()\n", "\n", " u[1:-1, 1:-1] = (un[1:-1, 1:-1] -\n", " dt / dx * un[1:-1, 1:-1] * \n", " (un[1:-1, 1:-1] - un[1:-1, 0:-2]) - \n", " dt / dy * vn[1:-1, 1:-1] * \n", " (un[1:-1, 1:-1] - un[0:-2, 1:-1]) + \n", " nu * dt / dx**2 * \n", " (un[1:-1,2:] - 2 * un[1:-1, 1:-1] + un[1:-1, 0:-2]) + \n", " nu * dt / dy**2 * \n", " (un[2:, 1:-1] - 2 * un[1:-1, 1:-1] + un[0:-2, 1:-1]))\n", " \n", " v[1:-1, 1:-1] = (vn[1:-1, 1:-1] - \n", " dt / dx * un[1:-1, 1:-1] *\n", " (vn[1:-1, 1:-1] - vn[1:-1, 0:-2]) -\n", " dt / dy * vn[1:-1, 1:-1] * \n", " (vn[1:-1, 1:-1] - vn[0:-2, 1:-1]) + \n", " nu * dt / dx**2 * \n", " (vn[1:-1, 2:] - 2 * vn[1:-1, 1:-1] + vn[1:-1, 0:-2]) +\n", " nu * dt / dy**2 *\n", " (vn[2:, 1:-1] - 2 * vn[1:-1, 1:-1] + vn[0:-2, 1:-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" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(11,7), dpi= 100)\n", "ax = fig.gca(projection='3d')\n", "X,Y = np.meshgrid(x,y)\n", "\n", "surf = ax.plot_surface(X,Y, u[:], cmap=cm.viridis, rstride=2, cstride=2)\n", "ax.set_xlabel('$x$')\n", "ax.set_zlabel('$u$')\n", "ax.set_ylabel('$y$')\n", "ax.text2D(0.35, 0.95, \"2D Burgers EQ u velocity at t=10\", transform=ax.transAxes);" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(11,7), dpi= 100)\n", "ax = fig.gca(projection='3d')\n", "X,Y = np.meshgrid(x,y)\n", "\n", "surf = ax.plot_surface(X,Y, v[:], cmap=cm.viridis, rstride=2, cstride=2)\n", "ax.set_xlabel('$x$')\n", "ax.set_zlabel('$u$')\n", "ax.set_ylabel('$y$')\n", "ax.text2D(0.35, 0.95, \"2D Burgers EQ v velocity at t=10\", transform=ax.transAxes);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Results\n", "\n", "As expected, this looks pretty similar to the combination of the convection and diffussion terms.\n", "\n", "## Animating the simulation" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Imports for animation and display within a jupyter notebook\n", "from matplotlib import animation, rc \n", "from IPython.display import HTML\n", "\n", "#Resetting the U wave back to initial conditions\n", "u = np.ones((grid_points_x, grid_points_y))\n", "u[int(.5 / dy):int(1 / dy + 1), int(.5 / dx):int(1 / dx + 1)] = 2\n", "\n", "v = np.ones((grid_points_x, grid_points_y))\n", "v[int(.5 / dy):int(1 / dy + 1), int(.5 / dx):int(1 / dx + 1)] = 2\n", "#Generating the figure that will contain the animation\n", "fig = plt.figure(figsize=(11,7), dpi=100)\n", "ax = fig.gca(projection='3d')\n", "\n", "surf = ax.plot_surface(X, Y, np.sqrt(u**2 + v**2) , cmap=cm.viridis)\n", "ax.set_xlabel('$x$')\n", "ax.set_zlabel('$u$')\n", "ax.set_ylabel('$y$')\n", "ax.text2D(0.35, 0.95, \"2D Burgers EQ time history\", transform=ax.transAxes);" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "#Initialization function for funcanimation\n", "def init():\n", " ax.clear()\n", " surf = ax.plot_surface(X, Y, u , cmap=cm.viridis)\n", " return surf" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "#Main animation function, each frame represents a time step in our calculation\n", "def animate(j):\n", " un = u.copy()\n", " vn = v.copy()\n", "\n", " u[1:-1, 1:-1] = (un[1:-1, 1:-1] -\n", " dt / dx * un[1:-1, 1:-1] * \n", " (un[1:-1, 1:-1] - un[1:-1, 0:-2]) - \n", " dt / dy * vn[1:-1, 1:-1] * \n", " (un[1:-1, 1:-1] - un[0:-2, 1:-1]) + \n", " nu * dt / dx**2 * \n", " (un[1:-1,2:] - 2 * un[1:-1, 1:-1] + un[1:-1, 0:-2]) + \n", " nu * dt / dy**2 * \n", " (un[2:, 1:-1] - 2 * un[1:-1, 1:-1] + un[0:-2, 1:-1]))\n", " \n", " v[1:-1, 1:-1] = (vn[1:-1, 1:-1] - \n", " dt / dx * un[1:-1, 1:-1] *\n", " (vn[1:-1, 1:-1] - vn[1:-1, 0:-2]) -\n", " dt / dy * vn[1:-1, 1:-1] * \n", " (vn[1:-1, 1:-1] - vn[0:-2, 1:-1]) + \n", " nu * dt / dx**2 * \n", " (vn[1:-1, 2:] - 2 * vn[1:-1, 1:-1] + vn[1:-1, 0:-2]) +\n", " nu * dt / dy**2 *\n", " (vn[2:, 1:-1] - 2 * vn[1:-1, 1:-1] + vn[0:-2, 1:-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\n", " \n", " ax.clear()\n", " surf = ax.plot_surface(X, Y,u,rstride=1, cstride=1, cmap=cm.viridis, linewidth= 0, antialiased=True)\n", " ax.set_zlim(1, 2.5)\n", " ax.set_xlabel('$x$')\n", " ax.set_zlabel('$u$')\n", " ax.set_ylabel('$y$')\n", " ax.text2D(0.35, 0.95, \"2D Burgers EQ v velocity at t=10\", transform=ax.transAxes);\n", " return surf" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Animation size has reached 21141150 bytes, exceeding the limit of 20971520.0. If you're sure you want a larger animation embedded, set the animation.embed_limit rc parameter to a larger value (in MB). This and further frames will be dropped.\n" ] }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "
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