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--- | ||
title: Partitioned Pipe Multiscale | ||
permalink: tutorials-partitioned-pipe-multiscale.html | ||
keywords: OpenFOAM, python | ||
summary: The 1D-3D Partitioned Pipe is a simple geometric multiscale case, that consists of flow between two pipes with heterogeneous dimensionality. The flow is incompressible and laminar. This tutorial contains an OpenFOAM case for the 3D participant and Python solver for the 1D participant. | ||
--- | ||
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{% note %} | ||
Get the [case files of this tutorial](https://github.com/ezonta/tutorials/tree/GeoMultiScaleTutorial/1D-3D-partitioned-pipe). Read how in the [tutorials introduction](https://www.precice.org/tutorials.html). | ||
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{% endnote %} | ||
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## Prerequisites | ||
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- preCICE | ||
- Python bindings of preCICE | ||
- OpenFOAM together with the OpenFOAM adapter of preCICE | ||
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## Setup | ||
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We exchange velocity data from the 1D to the 3D participant and for the pressure data vice versa. The config looks as follows: | ||
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## How to run | ||
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In two different terminals execute | ||
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```bash | ||
cd fluid1d-python && ./run.sh | ||
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``` | ||
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```bash | ||
cd fluid3d-openfoam && ./run.sh | ||
``` | ||
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## Results | ||
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You should be able to see an established laminar profile at the inlet of the 3D participant. | ||
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#!/usr/bin/env python3 | ||||||
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from numpy.core.fromnumeric import reshape | ||||||
# TODO: uncomment for vtk output | ||||||
# from evtk.hl import pointsToVTK | ||||||
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import numpy as np | ||||||
import precice | ||||||
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def main(): | ||||||
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# number of nodes, length of domain and space interval | ||||||
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length = 10 | ||||||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. The code looks a bit too spread out, in my opinion. You could format it with PEP 8 (there are automatic ways to do this, not sure what the recommendation is). But as long as the CI does not complain, that's fine. There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Will do that for the Nutils script! |
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n = 20 | ||||||
h = 1 / n | ||||||
t = 0 | ||||||
counter = 0 | ||||||
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# generate mesh | ||||||
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x = np.zeros(n+1) | ||||||
y = np.zeros(n+1) | ||||||
z = np.linspace(0,length,n+1) | ||||||
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# initial data | ||||||
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u = np.zeros((n+1,3)) | ||||||
p = np.zeros(n+1) | ||||||
rhs = np.zeros(n+1) | ||||||
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# preCICE setup | ||||||
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participant_name = "Fluid1D" | ||||||
config_file_name = "./precice-config.xml" | ||||||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. This should probably be
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solver_process_index = 0 | ||||||
solver_process_size = 1 | ||||||
interface = precice.Interface(participant_name, config_file_name, solver_process_index, solver_process_size) | ||||||
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mesh_name = "Fluid1D-Mesh" | ||||||
mesh_id = interface.get_mesh_id(mesh_name) | ||||||
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velocity_name = "Velocity" | ||||||
velocity_id = interface.get_data_id(velocity_name, mesh_id) | ||||||
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pressure_name = "Pressure" | ||||||
pressure_id = interface.get_data_id(pressure_name, mesh_id) | ||||||
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positions = [0, 0, 0] | ||||||
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vertex_ids = interface.set_mesh_vertex(mesh_id, positions) | ||||||
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precice_dt = interface.initialize() | ||||||
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while interface.is_coupling_ongoing(): | ||||||
if interface.is_action_required( | ||||||
precice.action_write_iteration_checkpoint()): | ||||||
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u_iter = u | ||||||
p_iter = p | ||||||
t_iter = t | ||||||
counter_iter = counter | ||||||
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interface.mark_action_fulfilled( | ||||||
precice.action_write_iteration_checkpoint()) | ||||||
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# determine time step size | ||||||
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dt = 0.025 | ||||||
dt = np.minimum(dt,precice_dt) | ||||||
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# set boundary conditions | ||||||
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u[0,2] = 1 | ||||||
# u[1,2] = 1 # dirichlet velocity inlet | ||||||
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u[-1,2] = u[-2,2] # neumann velocity outlet | ||||||
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p[0] = p[1] # neumann pressure inlet | ||||||
# p[-1] = 0 # dirichlet pressure outlet | ||||||
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if interface.is_read_data_available(): # get dirichlet pressure outlet value from 3D solver | ||||||
p_read_in = interface.read_scalar_data(pressure_id, vertex_ids) | ||||||
p[-1] = p_read_in | ||||||
else: | ||||||
p[-1] = 0 | ||||||
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# compute right-hand side of 1D PPE | ||||||
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for i in range(n-1): | ||||||
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rhs[i+1] = (1 / dt) * ((u[i+2,2] - u[i,2]) / 2*h) | ||||||
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# solve the PPE using a SOR solver | ||||||
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tolerance = 0.001 | ||||||
error = 1 | ||||||
omega = 1.7 | ||||||
max_iter = 1000 | ||||||
iter = 0 | ||||||
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while error >= tolerance: | ||||||
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p[0] = p[1] # renew neumann pressure inlet | ||||||
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for i in range(n-1): | ||||||
p[i+1] = (1-omega) * p[i+1] + ((omega * h**2) / 2) * (((p[i] + p[i+2]) / h**2) - rhs[i+1]) | ||||||
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sum = 0 | ||||||
for i in range(n-1): | ||||||
val = ((p[i] - 2*p[i+1] + p[i+2]) / h**2) - rhs[i+1] | ||||||
sum += val*val | ||||||
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error = np.sqrt(sum/n) | ||||||
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iter += 1 | ||||||
if iter >= max_iter: | ||||||
print("SOR solver did not converge.\n") | ||||||
break | ||||||
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# calculate new velocities | ||||||
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for i in range(n-1): | ||||||
u[i+1,2] = u[i+1,2] - dt * ((p[i+2] - p[i+1]) / h) | ||||||
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# write velocity to 3D solver | ||||||
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write_vel = u[-2,:] | ||||||
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if interface.is_write_data_required(dt): # write new velocities to 3D solver | ||||||
interface.write_vector_data( | ||||||
velocity_id, vertex_ids, write_vel) | ||||||
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# transform data and write output data to vtk files | ||||||
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u_print = np.reshape(u[:,2], n+1) | ||||||
p_print = np.reshape(p, n+1) | ||||||
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u_print = np.ascontiguousarray(u_print, dtype=np.float32) | ||||||
p_print = np.ascontiguousarray(p_print, dtype=np.float32) | ||||||
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filename = "./results/Fluid1D_" + str(counter) | ||||||
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# TODO: uncomment if pyEVTK is installed and vtk output of 1D participant is wanted | ||||||
# pointsToVTK(filename, x, y, z, data = {"U" : u_print, "p" : p_print}) | ||||||
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# advance simulation time | ||||||
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dt = interface.advance(dt) | ||||||
t = t + dt | ||||||
counter += 1 | ||||||
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if interface.is_action_required( | ||||||
precice.action_read_iteration_checkpoint()): | ||||||
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u = u_iter | ||||||
p = p_iter | ||||||
t = t_iter | ||||||
counter = counter_iter | ||||||
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interface.mark_action_fulfilled( | ||||||
precice.action_read_iteration_checkpoint()) | ||||||
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interface.finalize() | ||||||
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if __name__ == "__main__": | ||||||
main() |
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#!/bin/sh | ||
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rm ./results/Fluid1D_* |
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#!/bin/sh | ||
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cd .. | ||
./fluid1d-python/Fluid1D.py |
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FoamFile | ||
{ | ||
version 2.0; | ||
format ascii; | ||
class volVectorField; | ||
location "0"; | ||
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object U; | ||
} | ||
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dimensions [0 1 -1 0 0 0 0]; | ||
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internalField uniform (0 0 0); | ||
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boundaryField | ||
{ | ||
inlet | ||
{ | ||
type fixedValue; | ||
value $internalField; | ||
} | ||
outlet | ||
{ | ||
type fixedGradient; | ||
gradient uniform (0 0 0); | ||
} | ||
fixedWalls | ||
{ | ||
type noSlip; | ||
} | ||
} |
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FoamFile | ||
{ | ||
version 2.0; | ||
format ascii; | ||
class volScalarField; | ||
object p; | ||
} | ||
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dimensions [0 2 -2 0 0 0 0]; | ||
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internalField uniform 0; | ||
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boundaryField | ||
{ | ||
inlet | ||
{ | ||
type fixedGradient; | ||
gradient uniform 0; | ||
} | ||
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outlet | ||
{ | ||
type fixedValue; | ||
value uniform 0; | ||
} | ||
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fixedWalls | ||
{ | ||
type zeroGradient; | ||
} | ||
} |
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/*--------------------------------*- C++ -*----------------------------------*\ | ||
| ========= | | | ||
| \\ / F ield | OpenFOAM: The Open Source CFD Toolbox | | ||
| \\ / O peration | Version: 2106 | | ||
| \\ / A nd | Website: www.openfoam.com | | ||
| \\/ M anipulation | | | ||
\*---------------------------------------------------------------------------*/ | ||
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FoamFile | ||
{ | ||
version 2.0; | ||
format ascii; | ||
arch "LSB;label=32;scalar=64"; | ||
class dictionary; | ||
location "0/uniform/functionObjects"; | ||
object functionObjectProperties; | ||
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} | ||
// * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * // | ||
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// ************************************************************************* // |
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#!/bin/sh | ||
cd ${0%/*} || exit 1 # Run from this directory | ||
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echo "Cleaning..." | ||
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# Source tutorial clean functions | ||
. $WM_PROJECT_DIR/bin/tools/CleanFunctions | ||
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Participant2="Fluid3D" | ||
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# Clean the case | ||
cleanCase | ||
rm -rfv 0 | ||
# Create an empty .foam file for ParaView | ||
# Note: ".foam" triggers the native OpenFOAM reader of ParaView. | ||
# Change to ".OpenFOAM" to use the OpenFOAM reader provided with OpenFOAM. | ||
touch ${Participant2}.foam | ||
cd .. | ||
# Remove the log files | ||
rm -fv ${Participant2}_blockMesh.log | ||
rm -fv ${Participant2}_checkMesh.log | ||
rm -fv ${Participant2}_potentialFoam.log | ||
rm -fv ${Participant2}_decomposePar.log | ||
rm -fv ${Participant2}.log | ||
rm -fv ${Participant2}_reconstructPar.log | ||
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# Remove the preCICE-related log files | ||
echo "Deleting the preCICE log files..." | ||
rm -fv \ | ||
precice-*.log \ | ||
precice-*.json \ | ||
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# Output files for preCICE versions before 1.2: | ||
rm -fv \ | ||
iterations-${Participant1}.txt iterations-${Participant2}.txt \ | ||
convergence-${Participant1}.txt convergence-${Participant2}.txt \ | ||
Events-${Participant1}.log Events-${Participant2}.log \ | ||
EventTimings-${Participant1}.log EventTimings-${Participant2}.log | ||
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rm -fv .*.address | ||
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rm -fv watchpointLeft.txt | ||
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echo "Cleaning complete!" | ||
#------------------------------------------------------------------------------ |
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FoamFile | ||||||
{ | ||||||
version 2.0; | ||||||
format ascii; | ||||||
class dictionary; | ||||||
location "constant"; | ||||||
object transportProperties; | ||||||
} | ||||||
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transportModel Newtonian; | ||||||
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nu nu [ 0 2 -1 0 0 0 0 ] 1e1; | ||||||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. This should be clearer:
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(I hope it is the same in Nutils, I did not check) |
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FoamFile | ||
{ | ||
version 2.0; | ||
format ascii; | ||
class dictionary; | ||
location "constant"; | ||
object turbulenceProperties; | ||
} | ||
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simulationType laminar; |
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