01_tutorial_predefinedScenarios.ipynb 1.27 MB
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{
 "cells": [
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  {
   "cell_type": "code",
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   "execution_count": 1,
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   "metadata": {},
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   "outputs": [
    {
     "data": {
      "text/plain": [
       "<module 'pycuda' from '/home/markus/miniconda3/envs/pystencils/lib/python3.8/site-packages/pycuda/__init__.py'>"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
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   "source": [
    "import pytest\n",
    "pytest.importorskip('pycuda')"
   ]
  },
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  {
   "cell_type": "code",
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   "execution_count": 2,
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   "metadata": {
    "nbsphinx": "hidden"
   },
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   "outputs": [],
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   "source": [
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    "from lbmpy.session import *"
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  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tutorial 01: Running pre-defined scenarios\n",
    "\n",
    "\n",
    "*lbmpy* is a module to do Lattice Boltzmann simulations in Python. \n",
    "\n",
    "In this tutorial you will get a broad overview of *lbmpy*'s features. We will run some of the included scenarios that come with *lbmpy*, like a channel flow and a lid driven cavity. This tutorial uses the simple, high-level API of *lbmpy*, while the following tutorials go into the low-level details.\n",
    "\n",
    "The only prerequisite for this tutorial is basic Python and [numpy](http://www.numpy.org/) knowledge.\n",
    "\n",
    "\n",
    "> #### What's special about *lbmpy* ?\n",
    "> The LBM kernels (i.e. the functions that do all the computations) are not written in Python. Instead *lbmpy* generates optimized C or CUDA code for these kernels and compiles it using the *pystencils* module. In that way we get very fast LBM kernels, a lot faster than pure Python implementations and probably also faster than handwritten C kernels. This sounds complicated, but we don't have to care about all this background work, since all compiled kernels are available as Python functions again. Thus *lbmpy* can be used just like any other Python package.\n",
    "\n",
    "\n",
    "## Lid Driven Cavity\n",
    "\n",
    "We start by simulating a fluid in a rectangular box, where one wall (the lid) is moving. This is called a 'lid driven cavity'. At the stationary walls *no-slip* boundary conditions are set, which enforce zero velocity at the wall. At the lid there is a *velocity bounce back (UBB)* boundary condition, which sets zero normal velocity and a prescribed tangential velocity.\n",
    "\n",
    "We don't have to set up all these boundary conditions manually since there is a function ``create_lid_driven_cavity``  that does all the work for us. This function takes the tangential velocity of the lid, which drives the flow. It is given in lattice units and to get a stable simulation it should be smaller than 0.1. The `relaxation_rate` determines the viscosity of the fluid: Small relaxation rates correspond to high viscosity. The `relaxation_rate` has to be between 0 and 2."
   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 3,
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   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "        <table style=\"border:none; width: 100%\">\n",
       "            <tr style=\"border:none\">\n",
       "                <th style=\"border:none\" >Moment</th>\n",
       "                <th style=\"border:none\" >Eq. Value </th>\n",
       "                <th style=\"border:none\" >Relaxation Rate</th>\n",
       "            </tr>\n",
       "            <tr style=\"border:none\">\n",
       "                            <td style=\"border:none\">$1$</td>\n",
       "                            <td style=\"border:none\">$\\rho$</td>\n",
       "                            <td style=\"border:none\">$1.95$</td>\n",
       "                         </tr>\n",
       "<tr style=\"border:none\">\n",
       "                            <td style=\"border:none\">$x$</td>\n",
       "                            <td style=\"border:none\">$u_{0}$</td>\n",
       "                            <td style=\"border:none\">$1.95$</td>\n",
       "                         </tr>\n",
       "<tr style=\"border:none\">\n",
       "                            <td style=\"border:none\">$y$</td>\n",
       "                            <td style=\"border:none\">$u_{1}$</td>\n",
       "                            <td style=\"border:none\">$1.95$</td>\n",
       "                         </tr>\n",
       "<tr style=\"border:none\">\n",
       "                            <td style=\"border:none\">$x^{2}$</td>\n",
       "                            <td style=\"border:none\">$\\frac{\\rho}{3} + u_{0}^{2}$</td>\n",
       "                            <td style=\"border:none\">$1.95$</td>\n",
       "                         </tr>\n",
       "<tr style=\"border:none\">\n",
       "                            <td style=\"border:none\">$y^{2}$</td>\n",
       "                            <td style=\"border:none\">$\\frac{\\rho}{3} + u_{1}^{2}$</td>\n",
       "                            <td style=\"border:none\">$1.95$</td>\n",
       "                         </tr>\n",
       "<tr style=\"border:none\">\n",
       "                            <td style=\"border:none\">$x y$</td>\n",
       "                            <td style=\"border:none\">$u_{0} u_{1}$</td>\n",
       "                            <td style=\"border:none\">$1.95$</td>\n",
       "                         </tr>\n",
       "<tr style=\"border:none\">\n",
       "                            <td style=\"border:none\">$x^{2} y$</td>\n",
       "                            <td style=\"border:none\">$\\frac{u_{1}}{3}$</td>\n",
       "                            <td style=\"border:none\">$1.95$</td>\n",
       "                         </tr>\n",
       "<tr style=\"border:none\">\n",
       "                            <td style=\"border:none\">$x y^{2}$</td>\n",
       "                            <td style=\"border:none\">$\\frac{u_{0}}{3}$</td>\n",
       "                            <td style=\"border:none\">$1.95$</td>\n",
       "                         </tr>\n",
       "<tr style=\"border:none\">\n",
       "                            <td style=\"border:none\">$x^{2} y^{2}$</td>\n",
       "                            <td style=\"border:none\">$\\frac{\\rho}{9} + \\frac{u_{0}^{2}}{3} + \\frac{u_{1}^{2}}{3}$</td>\n",
       "                            <td style=\"border:none\">$1.95$</td>\n",
       "                         </tr>\n",
       "\n",
       "        </table>\n",
       "        "
      ],
      "text/plain": [
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       "<lbmpy.methods.momentbased.momentbasedmethod.MomentBasedLbMethod at 0x7ff45288a6a0>"
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     },
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     "execution_count": 3,
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     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ldc_scenario = create_lid_driven_cavity(domain_size=(80,50), lid_velocity=0.01, relaxation_rate=1.95)\n",
    "ldc_scenario.method"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The *run* method of the scenario runs the specified amount of time steps. When you run the next cell, 2000 time steps are executed and the velocity field is plotted. You can run the cell multiple times to see a time evolution. "
   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 4,
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   "metadata": {},
   "outputs": [
    {
     "data": {
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\n",
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      "text/plain": [
       "<Figure size 1152x432 with 1 Axes>"
      ]
     },
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     "metadata": {
      "needs_background": "light"
     },
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     "output_type": "display_data"
    }
   ],
   "source": [
    "ldc_scenario.run(2000)\n",
    "plt.vector_field(ldc_scenario.velocity_slice(), step=2);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Variations to experiment with:\n",
    "- simulate with a higher ``relaxation_rate`` (i.e. higher [Reynolds number](https://en.wikipedia.org/wiki/Reynolds_number)), keep in mind that the ``relaxation_rate`` has to be smaller than 2. You might have to increase (``domain_size``) to keep the simulation stable and run more time steps to get to the stationary solution. You also might want to increase the ``step`` parameter for the plot, to reduce the number of arrows.\n",
    "- run a 3D simulation by adding a third dimension size to ``domain_size``. The ``velocity`` property of the scenario is now a 3D field that has to be sliced before it can be plotted, e.g. ``ldc_scenario.velocity[:, :, 10, 0:2]`` generates a slice at ``z=10`` and plot the ``x`` and ``y`` component of the velocity."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##  Fully periodic flow\n",
    "\n",
    "Another simple scenario is a box with periodic boundary conditions in all directions. We initialize a non-zero initial velocity field, which is decaying over time due to viscous effects and the absence of driving forces or boundary conditions. In this example we initialize a shear flow where in one stripe the fluid is moving to the left, and everywhere else to the right. We perturbe this initial velocity field with random noise to get an instable shear layer.   "
   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 5,
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   "metadata": {},
   "outputs": [
    {
     "data": {
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      "image/png": 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\n",
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      "text/plain": [
       "<Figure size 1152x432 with 1 Axes>"
      ]
     },
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     "metadata": {
      "needs_background": "light"
     },
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     "output_type": "display_data"
    }
   ],
   "source": [
    "width, height = 200, 60\n",
    "velocity_magnitude = 0.05\n",
    "init_vel = np.zeros((width,height,2))\n",
    "# fluid moving to the right everywhere...\n",
    "init_vel[:, :, 0] = velocity_magnitude  \n",
    " # ...except at a stripe in the middle, where it moves left\n",
    "init_vel[:, height//3 : height//3*2, 0] = -velocity_magnitude\n",
    "# small random y velocity component\n",
    "init_vel[:, :, 1] = 0.1 * velocity_magnitude * np.random.rand(width,height)\n",
    "\n",
    "plt.vector_field(init_vel, step=4);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "With this initial velocity field we create a simulation scenario:"
   ]
  },
  {
   "cell_type": "code",
227
   "execution_count": 6,
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   "metadata": {},
   "outputs": [],
   "source": [
    "shear_flow_scenario = create_fully_periodic_flow(initial_velocity=init_vel, relaxation_rate=1.97)"
   ]
  },
  {
   "cell_type": "code",
236
   "execution_count": 7,
237
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   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
242
       "<matplotlib.quiver.Quiver at 0x7ff44da79190>"
243
244
      ]
     },
245
     "execution_count": 7,
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     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
251
      "image/png": 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\n",
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      "text/plain": [
       "<Figure size 1152x432 with 1 Axes>"
      ]
     },
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     "metadata": {
      "needs_background": "light"
     },
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     "output_type": "display_data"
    }
   ],
   "source": [
    "shear_flow_scenario.run(500)\n",
    "plt.vector_field(shear_flow_scenario.velocity[:, :])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Instead of plotting a single point in time we create an animation. For this we first have to \n",
    "define an update function that runs a few time steps and returns the field to plot.\n",
    "This function is called ``iterations`` times, then the animation stops. \n",
    "To cancel the animation while it is running, hit the stop button in the IPython menu bar."
   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 8,
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   "metadata": {},
   "outputs": [
    {
     "data": {
284
      "image/png": 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