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Hydro-thermal model - conversion and simulation#
Section author: Julian Heinze (Helmholtz Centre for Environmental Research GmbH - UFZ)
In this example we show how a simple hydro thermal FEFLOW model can be converted to a pyvista.UnstructuredGrid and then be simulated in OGS.
Necessary imports
import tempfile
import xml.etree.ElementTree as ET
from pathlib import Path
import ifm_contrib as ifm
import pyvista as pv
from ogs6py import ogs
import ogstools.meshplotlib as mpl
from ogstools.feflowlib import (
convert_properties_mesh,
hydro_thermal,
setup_prj_file,
)
from ogstools.feflowlib.examples import path_2D_HT_model
from ogstools.feflowlib.tools import (
extract_point_boundary_conditions,
get_material_properties_of_HT_model,
)
from ogstools.meshlib import difference
from ogstools.propertylib import presets
Load a FEFLOW model (.fem) as a FEFLOW document, convert and save it.
feflow_model = ifm.loadDocument(path_2D_HT_model)
feflow_pv_mesh = convert_properties_mesh(feflow_model)
feflow_temperature_preset = presets.temperature.replace(data_name="P_TEMP")
mpl.plot(feflow_pv_mesh, feflow_temperature_preset)
path_writing = Path(tempfile.mkdtemp("feflow_test_simulation"))
path_mesh = path_writing / "2D_HT_model.vtu"
feflow_pv_mesh.save(path_mesh)
print(feflow_pv_mesh)
UnstructuredGrid (0x7c15f531fa60)
N Cells: 1565
N Points: 832
X Bounds: -2.500e+02, 9.000e+02
Y Bounds: 3.500e+02, 6.500e+02
Z Bounds: 0.000e+00, 0.000e+00
N Arrays: 34
Extract the point conditions.
point_BC_dict = extract_point_boundary_conditions(path_writing, feflow_pv_mesh)
# Since there can be multiple point boundary conditions on the bulk mesh, they are plotted iteratively.
plotter = pv.Plotter(shape=(len(point_BC_dict), 1))
for i, (path, boundary_condition) in enumerate(point_BC_dict.items()):
boundary_condition.save(path)
plotter.subplot(i, 0)
plotter.add_mesh(boundary_condition, scalars=Path(path).stem)
plotter.view_xy()
plotter.show()
Setup a prj-file to run a OGS-simulation
path_prjfile = str(path_mesh.with_suffix(".prj"))
prjfile = ogs.OGS(PROJECT_FILE=str(path_prjfile))
# Get the template prj-file configurations for a hydro thermal process.
HT_model = hydro_thermal(
path_writing / "sim_2D_HT_model",
prjfile,
True,
)
# Include the mesh specific configurations to the template.
model = setup_prj_file(
path_mesh,
feflow_pv_mesh,
get_material_properties_of_HT_model(feflow_pv_mesh),
"hydro thermal",
model=HT_model,
)
# The model must be written before it can be run.
model.write_input(str(path_prjfile))
# Print the prj-file as an example.
model_prjfile = ET.parse(str(path_prjfile))
ET.dump(model_prjfile)
<OpenGeoSysProject>
<meshes>
<mesh>2D_HT_model.vtu</mesh>
<mesh>P_BC_FLOW.vtu</mesh>
<mesh>P_BC_HEAT.vtu</mesh>
</meshes>
<processes>
<process>
<name>HydroThermal</name>
<type>HT</type>
<integration_order>3</integration_order>
<specific_body_force>0 0</specific_body_force>
<secondary_variables>
<secondary_variable internal_name="darcy_velocity" output_name="v" />
</secondary_variables>
<process_variables>
<temperature>temperature</temperature>
<pressure>HEAD_OGS</pressure>
</process_variables>
</process>
</processes>
<media>
<medium id="0">
<phases>
<phase>
<type>AqueousLiquid</type>
<properties>
<property>
<name>specific_heat_capacity</name>
<type>Constant</type>
<value>4200000.0</value>
</property>
<property>
<name>thermal_conductivity</name>
<type>Constant</type>
<value>0.65</value>
</property>
<property>
<name>viscosity</name>
<type>Constant</type>
<value>1</value>
</property>
<property>
<name>density</name>
<type>Constant</type>
<value>1</value>
</property>
</properties>
</phase>
<phase>
<type>Solid</type>
<properties>
<property>
<name>storage</name>
<type>Constant</type>
<value>0.0</value>
</property>
<property>
<name>density</name>
<type>Constant</type>
<value>1</value>
</property>
<property>
<name>specific_heat_capacity</name>
<type>Constant</type>
<value>1633000.0</value>
</property>
<property>
<name>thermal_conductivity</name>
<type>Constant</type>
<value>3.0</value>
</property>
</properties>
</phase>
</phases>
<properties>
<property>
<name>permeability</name>
<type>Constant</type>
<value>1.1574074074074073e-05 1.1574074074074073e-05</value>
</property>
<property>
<name>porosity</name>
<type>Constant</type>
<value>0.0</value>
</property>
<property>
<name>thermal_conductivity</name>
<type>EffectiveThermalConductivityPorosityMixing</type>
</property>
<property>
<name>thermal_transversal_dispersivity</name>
<type>Constant</type>
<value>0.5</value>
</property>
<property>
<name>thermal_longitudinal_dispersivity</name>
<type>Constant</type>
<value>5.0</value>
</property>
</properties>
</medium>
</media>
<time_loop>
<processes>
<process ref="HydroThermal">
<nonlinear_solver>basic_picard</nonlinear_solver>
<convergence_criterion>
<type>DeltaX</type>
<norm_type>NORM2</norm_type>
<abstol>1e-16</abstol>
</convergence_criterion>
<time_discretization>
<type>BackwardEuler</type>
</time_discretization>
<time_stepping>
<type>FixedTimeStepping</type>
<t_initial>0</t_initial>
<t_end>1e11</t_end>
<timesteps>
<pair>
<repeat>1</repeat>
<delta_t>1e10</delta_t>
</pair>
<pair>
<repeat>1</repeat>
<delta_t>1e10</delta_t>
</pair>
</timesteps>
</time_stepping>
</process>
</processes>
<output>
<type>VTK</type>
<prefix>/tmp/tmp5q6gfj_ofeflow_test_simulation/sim_2D_HT_model</prefix>
<timesteps>
<pair>
<repeat>1</repeat>
<each_steps>1</each_steps>
</pair>
</timesteps>
<variables />
</output>
</time_loop>
<parameters>
<parameter>
<name>T0</name>
<type>Constant</type>
<value>273.15</value>
</parameter>
<parameter>
<name>p0</name>
<type>Constant</type>
<value>0</value>
</parameter>
<parameter>
<name>P_BC_FLOW</name>
<type>MeshNode</type>
<mesh>P_BC_FLOW</mesh>
<field_name>P_BC_FLOW</field_name>
</parameter>
<parameter>
<name>P_BC_HEAT</name>
<type>MeshNode</type>
<mesh>P_BC_HEAT</mesh>
<field_name>P_BC_HEAT</field_name>
</parameter>
</parameters>
<process_variables>
<process_variable>
<name>temperature</name>
<components>1</components>
<order>1</order>
<initial_condition>T0</initial_condition>
<boundary_conditions>
<boundary_condition>
<type>Dirichlet</type>
<mesh>P_BC_HEAT</mesh>
<parameter>P_BC_HEAT</parameter>
</boundary_condition>
</boundary_conditions>
</process_variable>
<process_variable>
<name>HEAD_OGS</name>
<components>1</components>
<order>1</order>
<initial_condition>p0</initial_condition>
<boundary_conditions>
<boundary_condition>
<type>Dirichlet</type>
<mesh>P_BC_FLOW</mesh>
<parameter>P_BC_FLOW</parameter>
</boundary_condition>
</boundary_conditions>
</process_variable>
</process_variables>
<nonlinear_solvers>
<nonlinear_solver>
<name>basic_picard</name>
<type>Picard</type>
<max_iter>100</max_iter>
<linear_solver>general_linear_solver</linear_solver>
</nonlinear_solver>
</nonlinear_solvers>
<linear_solvers>
<linear_solver>
<name>general_linear_solver</name>
<lis>-i bicgstab -p jacobi -tol 1e-20 -maxiter 10000</lis>
<eigen>
<solver_type>SparseLU</solver_type>
<scaling>true</scaling>
</eigen>
</linear_solver>
</linear_solvers>
</OpenGeoSysProject>
Run the model.
model.run_model(logfile=str(path_writing / "out.log"))
OGS finished with project file /tmp/tmp5q6gfj_ofeflow_test_simulation/2D_HT_model.prj.
Execution took 0.42729806900024414 s
Read the results and plot them.
ogs_sim_res = pv.read(
str(path_writing / "sim_2D_HT_model_ts_10_t_100000000000.000000.vtu")
)
# Plot the hydraulic head/height, which was simulated in OGS.
ogs_head_preset = presets.temperature.replace(data_name="HEAD_OGS")
mpl.plot(ogs_sim_res, ogs_head_preset)
<Figure size 2520x1080 with 2 Axes>
Plot the temperature, which was simulated in OGS.
presets.temperature.data_name = "temperature"
mpl.plot(ogs_sim_res, presets.temperature)
<Figure size 2520x1080 with 2 Axes>
Plot the difference between the FEFLOW and OGS simulation.
feflow_pv_mesh["HEAD"] = feflow_pv_mesh["P_HEAD"]
ogs_sim_res["HEAD"] = ogs_sim_res["HEAD_OGS"]
head_preset = presets.temperature.replace(data_name="HEAD")
# Plot differences in hydraulic head/height.
mpl.plot(
difference(feflow_pv_mesh, ogs_sim_res, head_preset),
head_preset,
)
<Figure size 2520x1080 with 2 Axes>
feflow_pv_mesh["temperature"] = feflow_pv_mesh["P_TEMP"]
# Plot differences in temperature.
mpl.plot(
difference(feflow_pv_mesh, ogs_sim_res, presets.temperature),
presets.temperature,
)
<Figure size 2520x1080 with 2 Axes>
Total running time of the script: (0 minutes 2.015 seconds)