{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Flow past a cylinder (DFG 2D-3 benchmark)\n", "This notebook implements the solution of the flow over cylinder based on the implementation by J. Dokken on the [FEniCSx tutorials](https://jsdokken.com/dolfinx-tutorial/chapter2/ns_code2.html) and the [IPCS solver for Navier-Stokes](https://github.com/jorgensd/dolfinx_ipcs).\n", "\n", "The kinematic velocity is given by $\\nu=\\frac{\\mu}{\\rho}=0.001\\,\\frac{m^2}{s}$ and the inflow velocity profile is specified as (with $\\mathbf{x}=[x,y]^T$)\n", "\\begin{equation*}\n", "\\begin{split}\n", "\\mathbf{u}_{in}(\\mathbf{x},t) &= \\left[ U \\cdot \\frac{4\\,y(0.41-y)}{0.41^2}, 0 \\right]^T\\\\\n", "U=U(t) &= 1.5\\sin(\\pi t/8)\n", "\\end{split}\n", "\\end{equation*}\n", "which has a maximum magnitude of $1.5$ at $y=0.41/2$. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import gmsh\n", "from IPython.display import clear_output\n", "import numpy as np\n", "\n", "import matplotlib.pyplot as plt\n", "from matplotlib import cm\n", "\n", "from mpi4py import MPI\n", "from petsc4py import PETSc\n", "from dolfinx.io import gmshio, XDMFFile\n", "\n", "from pyforce.tools.backends import LoopProgress\n", "\n", "\n", "import sys\n", "\n", "mesh_path = '../../../mesh/'\n", "benchmark_path = '../../../BenchmarkData/'\n", "\n", "sys.path.append('../../../models/fenicsx')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Mesh generation\n", "The geometry and the domain will be defined using *gmsh* in Python." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "mesh_comm = MPI.COMM_WORLD\n", "model_rank = 0\n", "mesh_factor = .5\n", "\n", "# Initialize the gmsh module\n", "gmsh.initialize()\n", "\n", "# Load the .geo file\n", "gmsh.merge(mesh_path+'cyl_dfg2D.geo')\n", "gmsh.model.geo.synchronize()\n", "\n", "# Set algorithm (adaptive = 1, Frontal-Delaunay = 6)\n", "gmsh.option.setNumber(\"Mesh.Algorithm\", 6)\n", "gmsh.option.setNumber(\"Mesh.MeshSizeFactor\", mesh_factor)\n", "gdim = 2\n", "\n", "# Linear Finite Element\n", "gmsh.model.mesh.generate(gdim)\n", "gmsh.model.mesh.optimize(\"Netgen\")\n", "\n", "clear_output()\n", "\n", "# Import into dolfinx\n", "model_rank = 0\n", "mesh, ct, ft = gmshio.model_to_mesh(gmsh.model, MPI.COMM_WORLD, model_rank, gdim = gdim )\n", "\n", "ft.name = \"Facet markers\"\n", "\n", "bound_markers = dict()\n", "bound_markers['inlet'] = 1\n", "bound_markers['walls'] = 2\n", "bound_markers['outlet'] = 3\n", "bound_markers['obstacle'] = 4\n", "\n", "domain_marker = 10\n", "\n", "mesh.topology.create_connectivity(gdim, gdim)\n", "mesh.topology.create_connectivity(gdim-1, gdim)\n", "\n", "# Finalize the gmsh module\n", "gmsh.finalize()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Physical and discretization parameters\n", "Following the DGF-2 benchmark, we define our problem specific parameters" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The Reynolds number is 100.00\n" ] } ], "source": [ "t = 0\n", "T = 8 # Final time\n", "dt = 5.00e-4 # Time step size\n", "num_steps = int(T/dt)\n", "\n", "params = dict()\n", "params['nu'] = 1e-3\n", "params['dt'] = dt\n", "params['T'] = T\n", "\n", "# Define boundary conditions\n", "class InletVelocity():\n", " def __init__(self, t, T):\n", " self.t = t\n", " self.T = 8\n", "\n", " def __call__(self, x):\n", " values = np.zeros((gdim, x.shape[1]),dtype=PETSc.ScalarType)\n", " values[0] = 4 * x[1] * (0.41 - x[1])/(0.41**2) * 1.5 * np.sin(self.t * np.pi/self.T)\n", " return values\n", " \n", "print('The Reynolds number is {:.2f}'.format(1 * 0.1 / params['nu']))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Assembling variational forms\n", "\n", "The Navier-Stokes equations are discretised using a fractional step method: at first, a tentative velocity is computed and then the incompressibility constraint is enforced through the solution the pressure Poisson problem.\n", "\n", "Three different options have been implemented for the time discretisation of the tentative velocity problem: \n", "1. *BDF2* = Backward Differentiation Formula of order 2\n", "2. *CN* = Crank-Nicolson\n", "3. *EI* = Euler Implitict" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "from fluid_dynamics.transient_ns import *\n", "time_adv = 'BDF2'\n", "\n", "step01 = tentative_velocity(mesh, ct, ft, InletVelocity, params, bound_markers, time_adv=time_adv)\n", "step01.assembleForm(direct=False)\n", "\n", "step02 = pressure_projection(mesh, ct, ft, params, bound_markers, time_adv=time_adv)\n", "step02.assembleForm(direct=False)\n", "\n", "step03 = update_velocity(mesh, ct, ft, params, time_adv=time_adv)\n", "step03.assembleForm(direct=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Setting up the tools to compute drag and lift coefficient\n", "The FOM will be validation against the FEATFLOW dataset comparing the drag $c_D$ and lift $c_L$ coefficients, defined as\n", "\n", "\\begin{equation*}\n", "\\begin{split}\n", "c_{\\text{D}} &= \\frac{2}{\\rho L U_{mean}^2}\\int_{\\Gamma_S} \\nu \\frac{\\partial u_{t_S}}{\\partial \\mathbf{n}}n_y -p n_x~\\mathrm{d} s\\\\\n", "c_{\\text{L}} &= -\\frac{2}{\\rho L U_{mean}^2}\\int_{\\Gamma_S} \\nu \\frac{\\partial u_{t_S}}{\\partial \\mathbf{n}}n_x + p n_y~\\mathrm{d} s\n", "\\end{split}\n", "\\end{equation*}\n", "where $u_{t_S}$ is the tangential velocity component at the interface of the obstacle $\\partial\\Omega_S$, defined as $u_{t_S}=u\\cdot (n_y,-n_x)$, $U_{mean}=1$ the average inflow velocity, and $L$ the length of the channel. We use `UFL` to create the relevant integrals, and assemble them at each time step." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "params['rhoLU2'] = 0.1\n", "get_drag_lift = drag_lift(mesh, ft, params, bound_markers['obstacle'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Solving the time-dependent problem\n", "The velocity and the pressure are stored to be later saved in appropriate data structures." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Solving NS: 8.000 / 8.00 - 0.097 s/it\n" ] } ], "source": [ "progr_bar = LoopProgress('Solving NS', final = T)\n", "\n", "store_snap = True\n", "\n", "if store_snap:\n", " u_xdmf = XDMFFile(mesh.comm, \"DFG2_\"+time_adv+\"/snaps_u.xdmf\", \"w\")\n", " p_xdmf = XDMFFile(mesh.comm, \"DFG2_\"+time_adv+\"/snaps_p.xdmf\", \"w\")\n", "\n", " u_xdmf.write_mesh(mesh)\n", " p_xdmf.write_mesh(mesh)\n", "\n", "LL = 5\n", "kk = 1\n", "time_store = list()\n", "\n", "for i in range(num_steps):\n", " \n", " # Update current time step\n", " t += dt\n", " \n", " # Tentative velocity\n", " step01.advance(t)\n", " \n", " # Pressure projection\n", " step02.advance(step01.u_tilde)\n", " \n", " if time_adv != 'EI':\n", " with step01.uOld.vector.localForm() as loc_, step01.u_n.vector.localForm() as loc_n:\n", " loc_.copy(loc_n)\n", " \n", " # Update velocity\n", " step03.advance(step01.u_tilde, step02.phi)\n", " \n", " # Update pressure\n", " step01.pOld.vector.axpy(1, step02.phi.vector)\n", " step01.pOld.x.scatter_forward()\n", " \n", " # Save solution\n", " if (np.isclose(t, kk * LL * dt)):\n", " \n", " if store_snap and (np.isclose(t, kk * LL * 25 * dt)):\n", " \n", " u_xdmf.write_function(step03.u_new, t)\n", " p_xdmf.write_function(step01.pOld, t)\n", " \n", " # Compute QoI\n", " get_drag_lift.compute(t, dt, step03.u_new, step01.pOld)\n", " \n", " kk += 1\n", "\n", " # Update old\n", " with step03.u_new.vector.localForm() as loc_, step01.uOld.vector.localForm() as loc_n:\n", " loc_.copy(loc_n)\n", " \n", " \n", " progr_bar.update(dt, percentage=False)\n", " \n", "if store_snap:\n", " u_xdmf.close()\n", " p_xdmf.close()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Store QoI data" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "import pickle\n", "\n", "res = dict()\n", "res['t_u'] = get_drag_lift.t_u\n", "res['t_p'] = get_drag_lift.t_p\n", "res['C_D'] = get_drag_lift.C_D\n", "res['C_L'] = get_drag_lift.C_L\n", "res['dP'] = get_drag_lift.p_diff\n", "\n", "pickle.dump(res, open(\"DFG2_\"+time_adv+'/QoI.'+time_adv, 'wb'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Comparison with benchmark data\n", "The drag and lift coefficients are compared with benchmark data from [DFG2](https://wwwold.mathematik.tu-dortmund.de/~featflow/en/benchmarks/cfdbenchmarking/flow/dfg_benchmark2_re100.html)." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "turek = np.loadtxt(benchmark_path+\"fluid_dynamics/dfg2/bdforces_lv4.txt\")\n", "turek_p = np.loadtxt(benchmark_path+\"fluid_dynamics/dfg2/pointvalues_lv4.txt\")\n", "\n", "# time_adv_schemes = ['BDF2', 'CN', 'EI']\n", "time_adv_schemes = ['BDF2']\n", "QoI_data = [pickle.load(open(\"DFG2_\"+time_a+'/QoI.'+time_a, 'rb')) for time_a in time_adv_schemes]\n", "colors = cm.turbo(np.linspace(0., 0.85, len(time_adv_schemes)+1))\n", "line_styles = ['-', '--', '-.']\n", "\n", "\n", "fig = plt.figure(figsize=(14,16))\n", "\n", "plt.subplot(3,1,1)\n", "\n", "for kk in range(len(time_adv_schemes)):\n", " plt.plot(QoI_data[kk]['t_u'], QoI_data[kk]['C_D'], color=colors[kk], linestyle=line_styles[kk], label=r\"dolfinx-\"+time_adv_schemes[kk], linewidth=2)\n", "plt.plot(turek[1:,1], turek[1:,3], \"^\", color=colors[-1], markevery=100, markersize=5, label=\"FEATFLOW\")\n", "plt.ylabel(r\"Drag coefficient $c_D$\", fontsize=25)\n", "plt.grid()\n", "plt.xlim(0,T)\n", "plt.legend(framealpha=1, fontsize=20)\n", "\n", "plt.subplot(3,1,2)\n", "for kk in range(len(time_adv_schemes)):\n", " plt.plot(QoI_data[kk]['t_u'], QoI_data[kk]['C_L'], color=colors[kk], linestyle=line_styles[kk], label=r\"dolfinx-\"+time_adv_schemes[kk], linewidth=2)\n", "plt.plot(turek[1:,1], turek[1:,4], \"^\", color=colors[-1], markevery=50, markersize=5, label=\"FEATFLOW\")\n", "plt.ylabel(r\"Lift coefficient $c_L$\", fontsize=25)\n", "plt.grid()\n", "plt.xlim(0,T)\n", "plt.legend(framealpha=1, fontsize=20)\n", "\n", "plt.subplot(3,1,3)\n", "for kk in range(len(time_adv_schemes)):\n", " plt.plot(QoI_data[kk]['t_p'], QoI_data[kk]['dP'], color=colors[kk], linestyle=line_styles[kk], label=r\"dolfinx-\"+time_adv_schemes[kk], linewidth=2)\n", "plt.plot(turek[1:,1], turek_p[1:,6]-turek_p[1:,-1], \"^\", color=colors[-1], markevery=100, markersize=5, label=\"FEATFLOW\")\n", "plt.ylabel(r\"Pressure Difference $\\delta p$\", fontsize=25)\n", "plt.xlabel(r\"Time $t$ (s)\", fontsize=25)\n", "plt.grid()\n", "plt.xlim(0,T)\n", "plt.legend(framealpha=1, fontsize=20)" ] } ], "metadata": { "jupytext": { "formats": "ipynb,py:light" }, "kernelspec": { "display_name": "MP", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 4 }