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+{
+ "nbformat": 4,
+ "nbformat_minor": 0,
+ "metadata": {
+ "colab": {
+ "name": "template-report-Stokes.ipynb",
+ "provenance": [],
+ "toc_visible": true,
+ "include_colab_link": true
+ },
+ "kernelspec": {
+ "name": "python3",
+ "display_name": "Python 3"
+ }
+ },
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "view-in-github",
+ "colab_type": "text"
+ },
+ "source": [
+ ""
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "cyCUwzF-wRoW",
+ "colab_type": "text"
+ },
+ "source": [
+ "# **The Stokes equations**\n",
+ "**Johan Hoffman**"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "9x_J5FVuPzbm",
+ "colab_type": "text"
+ },
+ "source": [
+ "# **Abstract**"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "6UFTSzW7P8kL",
+ "colab_type": "text"
+ },
+ "source": [
+ "This short report explores different implementations regarding the Stokes equations, as used in the course DD2365 Advanced Computation in Fluid Mechanics, at the KTH Royal Institute of Technology. The effects on stability of the pressure field of Taylor-Hood vs equal order interpolation are explored, as well as the direction of flow. Finally, Brezzi-Pitkäranta stabilization was implemented so that equal order interpolation could also give a stable solution. \n",
+ "\n",
+ "[DD2365 course website.](https://kth.instructure.com/courses/17071)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "OkT8J7uOWpT3",
+ "colab_type": "text"
+ },
+ "source": [
+ "# **About the code**"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "metadata": {
+ "id": "Pdll1Xc9WP0e",
+ "colab_type": "code",
+ "outputId": "bc464b8f-802d-48a4-cc8f-1b6fd539fa83",
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 34
+ }
+ },
+ "source": [
+ "\"\"\"This program is an example file for the course\"\"\"\n",
+ "\"\"\"DD2365 Advanced Computation in Fluid Mechanics, \"\"\"\n",
+ "\"\"\"KTH Royal Institute of Technology, Stockholm, Sweden.\"\"\"\n",
+ "\n",
+ "# Copyright (C) 2020 Johan Hoffman (jhoffman@kth.se)\n",
+ "\n",
+ "# This file is part of the course DD2365 Advanced Computation in Fluid Mechanics\n",
+ "# KTH Royal Institute of Technology, Stockholm, Sweden\n",
+ "#\n",
+ "# This is free software: you can redistribute it and/or modify\n",
+ "# it under the terms of the GNU Lesser General Public License as published by\n",
+ "# the Free Software Foundation, either version 3 of the License, or\n",
+ "# (at your option) any later version.\n",
+ "\n",
+ "# This template is maintained by Johan Hoffman\n",
+ "# Please report problems to jhoffman@kth.se"
+ ],
+ "execution_count": 5,
+ "outputs": [
+ {
+ "output_type": "execute_result",
+ "data": {
+ "text/plain": [
+ "'KTH Royal Institute of Technology, Stockholm, Sweden.'"
+ ]
+ },
+ "metadata": {
+ "tags": []
+ },
+ "execution_count": 5
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "28xLGz8JX3Hh",
+ "colab_type": "text"
+ },
+ "source": [
+ "# **Set up environment**"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "metadata": {
+ "id": "Xw7VlErAX7NS",
+ "colab_type": "code",
+ "colab": {}
+ },
+ "source": [
+ "# Load neccessary modules.\n",
+ "from google.colab import files\n",
+ "\n",
+ "try:\n",
+ " from dolfin import *; from mshr import *\n",
+ "except ImportError as e:\n",
+ " !apt-get install -y -qq software-properties-common \n",
+ " !add-apt-repository -y ppa:fenics-packages/fenics\n",
+ " !apt-get update -qq\n",
+ " !apt install -y --no-install-recommends fenics\n",
+ " from dolfin import *; from mshr import *\n",
+ " \n",
+ "import dolfin.common.plotting as fenicsplot\n",
+ "\n",
+ "from matplotlib import pyplot as plt\n",
+ "from matplotlib import image as mpimg"
+ ],
+ "execution_count": 0,
+ "outputs": []
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "gnO3lhAigLev",
+ "colab_type": "text"
+ },
+ "source": [
+ "# **Introduction**"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "l5zMzgPlRAF6",
+ "colab_type": "text"
+ },
+ "source": [
+ "The Stokes equations take the form\n",
+ "\n",
+ "$\\nabla p -\\Delta u = f,\\quad \\nabla \\cdot u=0$\n",
+ "\n",
+ "together with suitable boundary conditions.\n",
+ "\n",
+ "Here we present a FEniCS implementation of a mixed finite element method to solve the Stokes equations in 2D. The solution is visualized using FEniCS plotting functions, and is also exported as pvd-files which can be visualized in Paraview.\n",
+ "\n",
+ "We seek a finite element approximation $(u,p)\\in V\\times Q$ such that \n",
+ "\n",
+ "$- (p,\\nabla \\cdot v) + (\\nabla u,\\nabla v) + (\\nabla \\cdot u, q) = (f,v)$\n",
+ "\n",
+ "for all test functions $(v,q) \\in V\\times Q$. \n",
+ "\n",
+ "We initially use inf-sup stable Taylor-Hood approximation spaces, and to implement the velocity boundary conditions we use a penalty formulation, with a penalty parameter $\\gamma = C/h$, with $C>0$ a constant and $h$ the local mesh size. At outflow we use a \"do nothing\" stress free boundary condition. \n",
+ "\n",
+ "We also test equal order interpolation for stability and apply Brezzi-Pitkäranta stabilization to create stable solutions. \n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "jOQvukXZq5U5",
+ "colab_type": "text"
+ },
+ "source": [
+ "# **Method**"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "wu2fugJ32t8m",
+ "colab_type": "text"
+ },
+ "source": [
+ "**Define domain and mesh**\n",
+ "\n",
+ "The domain is a channel of length 4 and height 2 with a circular hole of radius 0.3 in the middle. The mesh has resolution of 32, which means the height of one element in the mesh is approximately 1/32. The mesh then get refined once in a radius of 1 around the midpoint of the circular hole. "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "metadata": {
+ "id": "_KBWOVATuBQz",
+ "colab_type": "code",
+ "outputId": "5f6351b2-1dc2-407f-eb9c-ae8a51831c88",
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 215
+ }
+ },
+ "source": [
+ "# Define rectangular domain \n",
+ "L = 4\n",
+ "H = 2\n",
+ "\n",
+ "# Generate mesh (examples with and without a hole in the mesh) \n",
+ "resolution = 32\n",
+ "#mesh = RectangleMesh(Point(0.0, 0.0), Point(L, H), L*resolution, H*resolution)\n",
+ "mesh = generate_mesh(Rectangle(Point(0.0,0.0), Point(L,H)) - Circle(Point(0.5*L,0.5*H),0.3), resolution)\n",
+ "# mesh = generate_mesh(Rectangle(Point(0.0,0.0), Point(L,H)) - Circle(Point(1.5,0.25*H),0.2) - Circle(Point(0.5,0.5*H),0.2) - Circle(Point(2.0,0.75*H),0.2), resolution)\n",
+ "\n",
+ "# Local mesh refinement (specified by a cell marker)\n",
+ "no_levels = 1\n",
+ "for i in range(0,no_levels):\n",
+ " cell_marker = MeshFunction(\"bool\", mesh, mesh.topology().dim())\n",
+ " for cell in cells(mesh):\n",
+ " cell_marker[cell] = False\n",
+ " p = cell.midpoint()\n",
+ " if p.distance(Point(0.5*L, 0.5*H)) < 1.0:\n",
+ " cell_marker[cell] = True\n",
+ " mesh = refine(mesh, cell_marker)\n",
+ "\n",
+ "plt.figure()\n",
+ "plot(mesh)\n",
+ "plt.show()"
+ ],
+ "execution_count": 7,
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "image/png": 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MS0tL5syZA4w53b4rnhYO+bzJJpaWljQ2NjJ9+nTxXX9/PydOnECr1bJnzx60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RX19PU1OT6lmwpntOmDCB2NhYANVArL29XcVgqaurIywsDI1Gw9q1azl48KBIbWfdQdxK3He0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\nzROp8BwcHDh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