{ "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) >

\"Open

\"Download\"" ] }, { "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": {}, "output_type": "display_data" } ], "source": [ "from pyomo.environ import *\n", "from pyomo.dae import *\n", "\n", "m = ConcreteModel()\n", "\n", "m.r = ContinuousSet(bounds=(0,1))\n", "m.t = ContinuousSet(bounds=(0,2))\n", "\n", "m.T = Var(m.t, m.r)\n", "\n", "m.dTdt = DerivativeVar(m.T, wrt=m.t)\n", "m.dTdr = DerivativeVar(m.T, wrt=m.r)\n", "m.d2Tdr2 = DerivativeVar(m.T, wrt=(m.r, m.r))\n", "\n", "m.pde = Constraint(m.t, m.r, rule=lambda m, t, r: m.dTdt[t,r] == m.d2Tdr2[t,r]\n", " if r > 0 and r < 1 and t > 0 else Constraint.Skip)\n", "\n", "m.ic = Constraint(m.r, rule=lambda m, r: m.T[0,r] == 0)\n", "m.bc1 = Constraint(m.t, rule=lambda m, t: m.T[t,1] == 1 if t > 0 else Constraint.Skip)\n", "m.bc2 = Constraint(m.t, rule=lambda m, t: m.dTdr[t,0] == 0)\n", "\n", "TransformationFactory('dae.finite_difference').apply_to(m, nfe=50, scheme='FORWARD')\n", "SolverFactory('ipopt').solve(m).write()\n", "\n", "model_plot(m)" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[7.7.4 Cylindrical Coordinates](https://jckantor.github.io/CBE30338/07.07-Transient-Heat-Transfer-in-Various-Geometries.html#7.7.4-Cylindrical-Coordinates)", "section": "7.7.4 Cylindrical Coordinates" } }, "source": [ "## 7.7.4 Cylindrical Coordinates\n", "\n", "Suppressing the prime notation, for a cylindrical geometry the model specializes to \n", "\n", "\\begin{align*}\n", "\\frac{\\partial T}{\\partial t} & = \\frac{1}{r}\\frac{\\partial}{\\partial r}\\left(r\\frac{\\partial T}{\\partial r}\\right)\n", "\\end{align*}\n", "\n", "Expanding,\n", "\n", "\\begin{align*}\n", "\\frac{\\partial T}{\\partial t} & = \\frac{\\partial^2 T}{\\partial t^2} + \\frac{1}{r}\\frac{\\partial T}{\\partial r}\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": 17, "metadata": { "nbpages": { "level": 2, "link": "[7.7.4 Cylindrical Coordinates](https://jckantor.github.io/CBE30338/07.07-Transient-Heat-Transfer-in-Various-Geometries.html#7.7.4-Cylindrical-Coordinates)", "section": "7.7.4 Cylindrical 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: 4060\n", " Number of variables: 4110\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: 0.3048102855682373\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": {}, "output_type": "display_data" } ], "source": [ "from pyomo.environ import *\n", "from pyomo.dae import *\n", "\n", "m = ConcreteModel()\n", "\n", "m.r = ContinuousSet(bounds=(0,1))\n", "m.t = ContinuousSet(bounds=(0,2))\n", "\n", "m.T = Var(m.t, m.r)\n", "\n", "m.dTdt = DerivativeVar(m.T, wrt=m.t)\n", "m.dTdr = DerivativeVar(m.T, wrt=m.r)\n", "m.d2Tdr2 = DerivativeVar(m.T, wrt=(m.r, m.r))\n", "\n", "m.pde = Constraint(m.t, m.r, rule=lambda m, t, r: m.dTdt[t,r] == m.d2Tdr2[t,r] + (1/r)*m.dTdr[t,r]\n", " if r > 0 and r < 1 and t > 0 else Constraint.Skip)\n", "\n", "m.ic = Constraint(m.r, rule=lambda m, r: m.T[0,r] == 0)\n", "m.bc1 = Constraint(m.t, rule=lambda m, t: m.T[t,1] == 1 if t > 0 else Constraint.Skip)\n", "m.bc2 = Constraint(m.t, rule=lambda m, t: m.dTdr[t,0] == 0)\n", "\n", "TransformationFactory('dae.finite_difference').apply_to(m, nfe=20, wrt=m.r, scheme='CENTRAL')\n", "TransformationFactory('dae.finite_difference').apply_to(m, nfe=50, wrt=m.t, scheme='BACKWARD')\n", "SolverFactory('ipopt').solve(m).write()\n", "\n", "model_plot(m)" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[7.7.5 Spherical Coordinates](https://jckantor.github.io/CBE30338/07.07-Transient-Heat-Transfer-in-Various-Geometries.html#7.7.5-Spherical-Coordinates)", "section": "7.7.5 Spherical Coordinates" } }, "source": [ "## 7.7.5 Spherical Coordinates\n", "\n", "Suppressing the prime notation, for a cylindrical geometry the model specializes to \n", "\n", "\\begin{align*}\n", "\\frac{\\partial T}{\\partial t} & = \\frac{1}{r^2}\\frac{\\partial}{\\partial r}\\left(r^2\\frac{\\partial T}{\\partial r}\\right)\n", "\\end{align*}\n", "\n", "Expanding,\n", "\n", "\\begin{align*}\n", "\\frac{\\partial T}{\\partial t} & = \\frac{\\partial^2 T}{\\partial t^2} + \\frac{2}{r}\\frac{\\partial T}{\\partial r}\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": 18, "metadata": { "nbpages": { "level": 2, "link": "[7.7.5 Spherical Coordinates](https://jckantor.github.io/CBE30338/07.07-Transient-Heat-Transfer-in-Various-Geometries.html#7.7.5-Spherical-Coordinates)", "section": "7.7.5 Spherical 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: 4060\n", " Number of variables: 4110\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: 0.29767894744873047\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": {}, "output_type": "display_data" } ], "source": [ "from pyomo.environ import *\n", "from pyomo.dae import *\n", "\n", "m = ConcreteModel()\n", "\n", "m.r = ContinuousSet(bounds=(0,1))\n", "m.t = ContinuousSet(bounds=(0,2))\n", "\n", "m.T = Var(m.t, m.r)\n", "\n", "m.dTdt = DerivativeVar(m.T, wrt=m.t)\n", "m.dTdr = DerivativeVar(m.T, wrt=m.r)\n", "m.d2Tdr2 = DerivativeVar(m.T, wrt=(m.r, m.r))\n", "\n", "m.pde = Constraint(m.t, m.r, rule=lambda m, t, r: m.dTdt[t,r] == m.d2Tdr2[t,r] + (2/r)*m.dTdr[t,r]\n", " if r > 0 and r < 1 and t > 0 else Constraint.Skip)\n", "\n", "m.ic = Constraint(m.r, rule=lambda m, r: m.T[0,r] == 0)\n", "m.bc1 = Constraint(m.t, rule=lambda m, t: m.T[t,1] == 1 if t > 0 else Constraint.Skip)\n", "m.bc2 = Constraint(m.t, rule=lambda m, t: m.dTdr[t,0] == 0)\n", "\n", "TransformationFactory('dae.finite_difference').apply_to(m, nfe=20, wrt=m.r, scheme='CENTRAL')\n", "TransformationFactory('dae.finite_difference').apply_to(m, nfe=50, wrt=m.t, scheme='BACKWARD')\n", "SolverFactory('ipopt').solve(m).write()\n", "\n", "model_plot(m)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "nbpages": { "level": 2, "link": "[7.7.5 Spherical Coordinates](https://jckantor.github.io/CBE30338/07.07-Transient-Heat-Transfer-in-Various-Geometries.html#7.7.5-Spherical-Coordinates)", "section": "7.7.5 Spherical Coordinates" } }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": { "nbpages": { "level": 2, "link": "[7.7.5 Spherical Coordinates](https://jckantor.github.io/CBE30338/07.07-Transient-Heat-Transfer-in-Various-Geometries.html#7.7.5-Spherical-Coordinates)", "section": "7.7.5 Spherical Coordinates" } }, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[7.7.5 Spherical Coordinates](https://jckantor.github.io/CBE30338/07.07-Transient-Heat-Transfer-in-Various-Geometries.html#7.7.5-Spherical-Coordinates)", "section": "7.7.5 Spherical Coordinates" } }, "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) >

\"Open

\"Download\"" ] } ], "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 }