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@julesghub
Last active January 10, 2020 05:06
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Multiply diffusion coefficients
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Steady state heat equation\n",
"======\n",
"\n",
"This notebook will setup and solve the steady state heat equation:\n",
"\n",
"\\\\[\n",
"\\nabla(k\\nabla)T = h\n",
"\\\\]\n",
"\n",
"where $k$ is the diffusivity, T the temperature field and $h$ the source term.\n",
"\n",
"**Keywords:** initial conditions, boundary conditions, heat equation"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
"import UWGeodynamics as GEO\n",
"from UWGeodynamics import visualisation as vis"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Setup parameters\n",
"-----"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [],
"source": [
"u = GEO.UnitRegistry"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"model_length = 20. * u.centimeter\n",
"model_height = 10. * u.centimeter\n",
"top_Temp = 273.15 * u.degK\n",
"base_Temp = 1603.15 * u.degK\n",
"\n",
"KL = model_height\n",
"KT = (base_Temp - top_Temp)\n",
"\n",
"GEO.scaling_coefficients[\"[length]\"] = KL\n",
"GEO.scaling_coefficients[\"[temperature]\"]= KT"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Create mesh and variables\n",
"------"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [],
"source": [
"Model = GEO.Model(elementRes=(16, 20), \n",
" minCoord=(0. * u.centimeter, 0. * u.centimeter), \n",
" maxCoord=(20. * u.centimeter, 10. * u.centimeter))"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [],
"source": [
"shape = GEO.shapes.Layer(top=Model.top, bottom=Model.bottom)\n",
"material1 = Model.add_material(name=\"upper\", shape=shape)\n",
"\n",
"shape = GEO.shapes.Layer(top=0.65*Model.top, bottom=Model.bottom)\n",
"material2 = Model.add_material(name=\"lower\", shape=shape)"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<underworld.conditions._conditions.DirichletCondition at 0x7f0722469e80>"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Model.set_temperatureBCs(top=273.15 * u.degK, bottom=1603.15 * u.degK)"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
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'>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"Fig = vis.Figure(figsize=(1200, 400))\n",
"Fig.Points(Model.swarm, Model.swarm.variables[3], fn_size=3.,colours=\"coolwarm\")\n",
"Fig.save(\"Figure_1.png\")\n",
"Fig.show()"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/usr/lib/python3.7/site-packages/pint/quantity.py:1377: UnitStrippedWarning: The unit of the quantity is stripped.\n",
" warnings.warn(\"The unit of the quantity is stripped.\", UnitStrippedWarning)\n"
]
},
{
"data": {
"text/html": [
"<img 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],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"Fig = vis.Figure(figsize=(1200, 400))\n",
"Fig.Surface(Model.mesh, GEO.dimensionalise(Model.temperature, u.degK), colours=\"coolwarm\")\n",
"Fig.save(\"Figure_1.png\")\n",
"Fig.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Heat Equation System setup & solve\n",
"-----\n",
"\n",
"Temperature field, diffusivity and boundary conditions are passed to the SteadyStateHeat system function."
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [],
"source": [
"Model.diffusivity = 1.0 * u.centimetre**2 / u.hour\n",
"material1.diffusivity = 1.0 * u.centimetre**2 / u.hour\n",
"material2.diffusivity = 2.0 * u.centimetre**2 / u.hour"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<UWGeodynamics.Underworld_extended._meshvariable.MeshVariable at 0x7f072246f320>"
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Model.solve_temperature_steady_state()"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
"data": {
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'>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"Fig = vis.Figure(figsize=(1200, 400))\n",
"Fig.Surface(Model.mesh, GEO.dimensionalise(Model.temperature, u.degK), colours=\"coolwarm\")\n",
"Fig.save(\"Figure_2.png\")\n",
"Fig.show()"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/usr/lib/python3.7/site-packages/pint/quantity.py:1377: UnitStrippedWarning: The unit of the quantity is stripped.\n",
" warnings.warn(\"The unit of the quantity is stripped.\", UnitStrippedWarning)\n"
]
},
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Temperature profile')"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1080x504 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"distances, temperature = GEO.extract_profile(Model.temperature, line = [(0.* u.centimeter, Model.top), (0.* u.centimeter, Model.bottom)])\n",
"# distances, pressure = GEO.extract_profile(Model.pressureField, line = [(0.* u.centimeter, 0.), (0.* u.centimeter, Model.bottom)])\n",
"\n",
"import matplotlib.pyplot as plt\n",
"Fig, (ax1) = plt.subplots(1,figsize=(15,7))\n",
"ax1.plot(GEO.dimensionalise(temperature, u.degK), GEO.dimensionalise(distances, u.centimeter))\n",
"# ax1.plot(temperature, distances)\n",
"\n",
"ax1.set_xlabel(\"Temperature in Kelvin\")\n",
"ax1.set_ylabel(\"Depth in kms\")\n",
"ax1.set_ylim(10, 0)\n",
"ax1.set_title(\"Temperature profile\")\n",
"# ax1.show()"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/usr/lib/python3.7/site-packages/pint/quantity.py:1377: UnitStrippedWarning: The unit of the quantity is stripped.\n",
" warnings.warn(\"The unit of the quantity is stripped.\", UnitStrippedWarning)\n"
]
},
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Temperature profile')"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1080x504 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"distances, output = GEO.extract_profile(Model.temperature.fn_gradient[1], line = [(0.* u.centimeter, Model.top), (0.* u.centimeter, Model.bottom)])\n",
"# distances, pressure = GEO.extract_profile(Model.pressureField, line = [(0.* u.centimeter, 0.), (0.* u.centimeter, Model.bottom)])\n",
"\n",
"import matplotlib.pyplot as plt\n",
"Fig, (ax1) = plt.subplots(1,figsize=(15,7))\n",
"ax1.plot(GEO.dimensionalise(output, u.degK/u.meter), GEO.dimensionalise(distances, u.centimeter))\n",
"# ax1.plot(temperature, distances)\n",
"\n",
"ax1.set_xlabel(\"dT/dy\")\n",
"ax1.set_ylabel(\"Depth in kms\")\n",
"ax1.set_ylim(10, 0)\n",
"ax1.set_title(\"Temperature profile\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.7.3"
}
},
"nbformat": 4,
"nbformat_minor": 1
}
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