{ "cells": [ { "cell_type": "markdown", "metadata": { "nbpages": { "level": 0, "link": "[](https://jckantor.github.io/CBE30338/07.07-Transient-Heat-Transfer-in-Various-Geometries.html)", "section": "" } }, "source": [ "\n", "*This notebook contains material from [CBE30338](https://jckantor.github.io/CBE30338);\n", "content is available [on Github](https://github.com/jckantor/CBE30338.git).*\n" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 0, "link": "[](https://jckantor.github.io/CBE30338/07.07-Transient-Heat-Transfer-in-Various-Geometries.html)", "section": "" } }, "source": [ "\n", "< [7.6 Path Planning for a Simple Car](https://jckantor.github.io/CBE30338/07.06-Path-Planning-for-a-Simple-Car.html) | [Contents](toc.html) | [Tag Index](tag_index.html) | [7.8 Path Constraints](https://jckantor.github.io/CBE30338/07.08-Path-Constraints.html) >
"
]
},
{
"cell_type": "markdown",
"metadata": {
"nbpages": {
"level": 1,
"link": "[7.7 Transient Heat Transfer in Various Geometries](https://jckantor.github.io/CBE30338/07.07-Transient-Heat-Transfer-in-Various-Geometries.html#7.7-Transient-Heat-Transfer-in-Various-Geometries)",
"section": "7.7 Transient Heat Transfer in Various Geometries"
}
},
"source": [
"# 7.7 Transient Heat Transfer in Various Geometries\n",
"\n",
"Transport of heat in a solid is described by the familiar thermal diffusion model\n",
"\n",
"\\begin{align*}\n",
"\\rho C_p\\frac{\\partial T}{\\partial t} & = \\nabla\\cdot(k\\nabla T)\n",
"\\end{align*}"
]
},
{
"cell_type": "markdown",
"metadata": {
"nbpages": {
"level": 2,
"link": "[7.7.1 Rescaling](https://jckantor.github.io/CBE30338/07.07-Transient-Heat-Transfer-in-Various-Geometries.html#7.7.1-Rescaling)",
"section": "7.7.1 Rescaling"
}
},
"source": [
"## 7.7.1 Rescaling\n",
"\n",
"We'll assume the thermal conductivity $k$ is a constant, and define thermal diffusivity in the conventional way\n",
"\n",
"\\begin{align*}\n",
"\\alpha & = \\frac{k}{\\rho C_p}\n",
"\\end{align*}\n",
"\n",
"We will further assume symmetry with respect to all spatial coordinates except $r$ where $r$ extends from $-R$ to $+R$. The boundary conditions are\n",
"\n",
"\\begin{align*}\n",
"T(t,R) & = T_{\\infty} & \\forall t > 0 \\\\\n",
"\\nabla T(t,0) & = 0 & \\forall t \\geq 0 \n",
"\\end{align*}\n",
"\n",
"where we have assumed symmetry with respect to $r$ and uniform initial conditions $T(0, r) = T_0$ for all $0 \\leq r \\leq R$. Following standard scaling procedures, we introduce the dimensionless variables\n",
"\n",
"\\begin{align*}\n",
"T' & = \\frac{T - T_0}{T_\\infty - T_0} \\\\\n",
"r' & = \\frac{r}{R} \\\\\n",
"t' & = t \\frac{\\alpha}{R^2}\n",
"\\end{align*}"
]
},
{
"cell_type": "markdown",
"metadata": {
"nbpages": {
"level": 3,
"link": "[7.7.1.1 Dimensionless Model](https://jckantor.github.io/CBE30338/07.07-Transient-Heat-Transfer-in-Various-Geometries.html#7.7.1.1-Dimensionless-Model)",
"section": "7.7.1.1 Dimensionless Model"
}
},
"source": [
"### 7.7.1.1 Dimensionless Model\n",
"\n",
"Under these conditions the problem reduces to \n",
"\n",
"\\begin{align*}\n",
"\\frac{\\partial T'}{\\partial t'} & = \\nabla^2 T'\n",
"\\end{align*}\n",
"\n",
"with auxiliary conditions\n",
"\n",
"\\begin{align*}\n",
"T'(0, r') & = 0 & \\forall 0 \\leq r' \\leq 1\\\\\n",
"T'(t', 1) & = 1 & \\forall t' > 0\\\\\n",
"\\nabla T'(t', 0) & = 0 & \\forall t' \\geq 0 \\\\\n",
"\\end{align*}\n",
"\n",
"which we can specialize to specific geometries."
]
},
{
"cell_type": "markdown",
"metadata": {
"nbpages": {
"level": 2,
"link": "[7.7.2 Preliminary Code](https://jckantor.github.io/CBE30338/07.07-Transient-Heat-Transfer-in-Various-Geometries.html#7.7.2-Preliminary-Code)",
"section": "7.7.2 Preliminary Code"
}
},
"source": [
"## 7.7.2 Preliminary Code"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"nbpages": {
"level": 2,
"link": "[7.7.2 Preliminary Code](https://jckantor.github.io/CBE30338/07.07-Transient-Heat-Transfer-in-Various-Geometries.html#7.7.2-Preliminary-Code)",
"section": "7.7.2 Preliminary Code"
}
},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from mpl_toolkits.mplot3d.axes3d import Axes3D\n",
"\n",
"def model_plot(m):\n",
" r = sorted(m.r)\n",
" t = sorted(m.t)\n",
"\n",
" rgrid = np.zeros((len(t), len(r)))\n",
" tgrid = np.zeros((len(t), len(r)))\n",
" Tgrid = np.zeros((len(t), len(r)))\n",
"\n",
" for i in range(0, len(t)):\n",
" for j in range(0, len(r)):\n",
" rgrid[i,j] = r[j]\n",
" tgrid[i,j] = t[i]\n",
" Tgrid[i,j] = m.T[t[i], r[j]].value\n",
"\n",
" fig = plt.figure(figsize=(10,6))\n",
" ax = fig.add_subplot(1, 1, 1, projection='3d')\n",
" ax.set_xlabel('Distance r')\n",
" ax.set_ylabel('Time t')\n",
" ax.set_zlabel('Temperature T')\n",
" p = ax.plot_wireframe(rgrid, tgrid, Tgrid)"
]
},
{
"cell_type": "markdown",
"metadata": {
"nbpages": {
"level": 2,
"link": "[7.7.3 Planar Coordinates](https://jckantor.github.io/CBE30338/07.07-Transient-Heat-Transfer-in-Various-Geometries.html#7.7.3-Planar-Coordinates)",
"section": "7.7.3 Planar Coordinates"
}
},
"source": [
"## 7.7.3 Planar Coordinates\n",
"\n",
"Suppressing the prime notation, for a slab geometry the model specializes to \n",
"\n",
"\\begin{align*}\n",
"\\frac{\\partial T}{\\partial t} & = \\frac{\\partial^2 T}{\\partial r^2}\n",
"\\end{align*}\n",
"\n",
"with auxiliary conditions\n",
"\n",
"\\begin{align*}\n",
"T(0, r) & = 0 & \\forall 0 \\leq r \\leq 1 \\\\\n",
"T(t, 1) & = 1 & \\forall t > 0\\\\\n",
"\\frac{\\partial T}{\\partial r} (t, 0) & = 0 & \\forall t \\geq 0 \\\\\n",
"\\end{align*}"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"nbpages": {
"level": 2,
"link": "[7.7.3 Planar Coordinates](https://jckantor.github.io/CBE30338/07.07-Transient-Heat-Transfer-in-Various-Geometries.html#7.7.3-Planar-Coordinates)",
"section": "7.7.3 Planar Coordinates"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"# ==========================================================\n",
"# = Solver Results =\n",
"# ==========================================================\n",
"# ----------------------------------------------------------\n",
"# Problem Information\n",
"# ----------------------------------------------------------\n",
"Problem: \n",
"- Lower bound: -inf\n",
" Upper bound: inf\n",
" Number of objectives: 1\n",
" Number of constraints: 10201\n",
" Number of variables: 10299\n",
" Sense: unknown\n",
"# ----------------------------------------------------------\n",
"# Solver Information\n",
"# ----------------------------------------------------------\n",
"Solver: \n",
"- Status: ok\n",
" Message: Ipopt 3.12.8\\x3a Optimal Solution Found\n",
" Termination condition: optimal\n",
" Id: 0\n",
" Error rc: 0\n",
" Time: 1.0905351638793945\n",
"# ----------------------------------------------------------\n",
"# Solution Information\n",
"# ----------------------------------------------------------\n",
"Solution: \n",
"- number of solutions: 0\n",
" number of solutions displayed: 0\n"
]
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"
"
]
}
],
"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": "3.7.4"
}
},
"nbformat": 4,
"nbformat_minor": 2
}