{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Generation of time-dependent snapshots\n", "\n", "**Aim of this notebook:** generate time-dependent snapshots of the flow over a cylinder.\n", "\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 viscosity 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": [ "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 petsc4py import PETSc\n", "from dolfinx.io import XDMFFile\n", "\n", "from pyforce.tools.backends import LoopProgress" ] }, { "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": [ "from ns import create_dfg2_mesh\n", "\n", "mesh, ct, ft, gdim = create_dfg2_mesh(mesh_factor=0.5, save_mesh=True)\n", "clear_output()\n", "\n", "# Definition of the markers for the boundaries\n", "bound_markers = dict()\n", "bound_markers['inlet'] = 1\n", "bound_markers['walls'] = 2\n", "bound_markers['outlet'] = 3\n", "bound_markers['obstacle'] = 4" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Physical and discretization parameters\n", "Following the DGF-2 benchmark, we define the physical and discretization 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: this class is used to define time dependent inlet\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, in a similar way of the [FEniCSx tutorial](https://jsdokken.com/dolfinx-tutorial/chapter2/ns_code2.html#variational-form).\n", "\n", "Three different options have been implemented for the time discretisation of the tentative velocity problem: \n", "\n", "1. *BDF2* = Backward Differentiation Formula of order 2\n", "2. *CN* = Crank-Nicolson\n", "3. *EI* = Euler Implicit\n", "\n", "These options have been implemented in `ns.py` and can be selected by changing the value of the variable `time_adv`: in particular, for each step of the fractional step method a proper class has been implemented. For the sake of brevity, the mathematical formulation of each step is not reported here: the CN algorithm is fully explained in [here](https://jsdokken.com/dolfinx-tutorial/chapter2/ns_code2.html#variational-form), whereas the others can be found in numerical analysis textbook such as [Quarteroni, 2014](https://link.springer.com/book/10.1007/978-88-470-5522-3)." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "from ns import TentativeVelocity, PressureProjection, UpdateVelocity\n", "time_adv = 'BDF2'\n", "\n", "# Each class is initialized with the mesh, the cell zones, the face tags, the parameters, the boundary markers and the time advancement scheme.\n", "# TentativeVelocity includes also the InletVelocity class that is used to define the time dependent inlet velocity.\n", "\n", "step01 = TentativeVelocity(mesh, ct, ft, params, bound_markers, InletVelocity, time_adv=time_adv)\n", "step01.assembleForm(direct=False)\n", "\n", "step02 = PressureProjection(mesh, ct, ft, params, bound_markers, time_adv=time_adv)\n", "step02.assembleForm(direct=False)\n", "\n", "step03 = UpdateVelocity(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 validated against the [FEATFLOW dataset](https://wwwold.mathematik.tu-dortmund.de/~featflow/en/benchmarks/cfdbenchmarking/flow/dfg_benchmark2_re100.html) 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. \n", "\n", "The implementation of these integrals is done in the `ns.py` file within the `DragLift` class, following the code of the [FEniCSx tutorial](https://jsdokken.com/dolfinx-tutorial/chapter2/ns_code2.html#verification-of-the-implementation-compute-known-physical-quantities): an additional parameter is required that is $\\rho L U_{mean}^2$, in particular $\\rho=1\\, kg/m^3$ , $U_{mean}=1\\, m/s$ and $L=0.1 \\,m^2$ (diameter of the cylinder)." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "from ns import DragLift\n", "\n", "params['rhoLU2'] = 0.1\n", "\n", "# The class is initialized with the mesh, the face tags, the parameters and the boundary markers.\n", "get_drag_lift = DragLift(mesh, ft, params, bound_markers['obstacle'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Solving the time-dependent problem\n", "The velocity and the pressure are stored, for later usage, in appropriate data structures in a directory named `Snapshots` created by the following code block." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Solving NS: 8.000 / 8.00 - 0.065 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, \"Snapshots/snaps_u.xdmf\", \"w\")\n", " p_xdmf = XDMFFile(mesh.comm, \"Snapshots/snaps_p.xdmf\", \"w\")\n", "\n", " u_xdmf.write_mesh(mesh)\n", " p_xdmf.write_mesh(mesh)\n", "\n", "LL = 25\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", " step03.advance(step01.u_tilde, step02.phi)\n", " \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", " if store_snap:\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", " 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 the Quantities of Interest (QoI) in a file, placed in the same directory of the benchmark data, which is in the parent directory of the current one, i.e. `../BenchmarkData`." ] }, { "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('./../BenchmarkData/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).\n", "\n", "This notebook generates the data for a single `time_adv` option, but the user can easily modify the code to generate the data for the other options. In the following, the plot of the drag and lift coefficients reports the results for each case for completeness.\n", "\n", "The Benchmark Data have been download from https://github.com/jorgensd/dolfinx-tutorial/blob/main/chapter2." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def QoI_plot(QoI, bench_bdforces, ptvalues, time_adv_schemes):\n", " colors = cm.turbo(np.linspace(0., 0.85, len(time_adv_schemes)+1))\n", " line_styles = ['-', '--', '-.']\n", "\n", " fig, axs = plt.subplots(3, 1, sharex=True, figsize=(12, 5*3))\n", " \n", " for kk in range(len(time_adv_schemes)):\n", " \n", " # Drag coefficient\n", " axs[0].plot(QoI[kk]['t_u'], QoI[kk]['C_D'], color=colors[kk], linestyle=line_styles[kk], label=r\"FEniCSx-\"+time_adv_schemes[kk], linewidth=2)\n", " axs[0].plot(bench_bdforces[1:,1], bench_bdforces[1:,3], \"^\", color=colors[-1], markevery=100, markersize=5, label=\"FEATFLOW\")\n", " axs[0].set_ylabel(r\"Drag coefficient $c_D$\", fontsize=25)\n", " \n", " # Lift coefficient\n", " axs[1].plot(QoI[kk]['t_u'], QoI[kk]['C_L'], color=colors[kk], linestyle=line_styles[kk], label=r\"FEniCSx-\"+time_adv_schemes[kk], linewidth=2)\n", " axs[1].plot(bench_bdforces[1:,1], bench_bdforces[1:,4], \"^\", color=colors[-1], markevery=100, markersize=5, label=\"FEATFLOW\")\n", " axs[1].set_ylabel(r\"Lift coefficient $c_L$\", fontsize=25)\n", "\n", " # Pressure Difference\n", " axs[2].plot(QoI[kk]['t_p'], QoI[kk]['dP'], color=colors[kk], linestyle=line_styles[kk], label=r\"FEniCSx-\"+time_adv_schemes[kk], linewidth=2)\n", " axs[2].plot(bench_bdforces[1:,1], ptvalues[1:,6]-ptvalues[1:,-1], \"^\", color=colors[-1], markevery=100, markersize=5, label=\"FEATFLOW\")\n", " axs[2].set_ylabel(r\"Pressure Difference $\\delta p$\", fontsize=25)\n", "\n", " for ax in axs:\n", " ax.grid(which='major', linestyle='-')\n", " ax.grid(which='minor', linestyle='--')\n", " ax.legend(framealpha=1, fontsize=18)\n", " ax.set_xlim([0, QoI[kk]['t_p'][-1]])\n", " ax.tick_params(axis='both', which='major', labelsize=18)\n", " \n", " axs[2].set_xlabel(r\"Time $t$\", fontsize=25)\n", " fig.subplots_adjust(hspace=0.025)\n", "\n", "turek = np.loadtxt(\"./../BenchmarkData/LaminarNS_DFG2/bdforces_lv4.txt\")\n", "turek_p = np.loadtxt(\"./../BenchmarkData/LaminarNS_DFG2/pointvalues_lv4.txt\")\n", "\n", "time_adv_schemes = ['BDF2']\n", "# If data have been generated, the same code can be used to compare the time advancement schemes\n", "# time_adv_schemes = ['BDF2', 'CN', 'EI']\n", "\n", "QoI_data = [pickle.load(open('./../BenchmarkData/QoI_'+time_adv_schemes[kk], 'rb')) for kk in range(len(time_adv_schemes))]\n", "\n", "QoI_plot(QoI_data, turek, turek_p, time_adv_schemes)" ] } ], "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": "3.10.14" } }, "nbformat": 4, "nbformat_minor": 4 }