From 5b7b4a5a9ed0ffe407231875ee26272aff160ea5 Mon Sep 17 00:00:00 2001 From: Dane Sabo Date: Tue, 29 Oct 2024 16:01:36 -0400 Subject: [PATCH] HW6 first pot shot --- .../.ipynb_checkpoints/HW6-checkpoint.ipynb | 397 +++++++++++++ NUCE_2100/HW6.ipynb | 533 ++++++++++++++++++ 2 files changed, 930 insertions(+) create mode 100644 NUCE_2100/.ipynb_checkpoints/HW6-checkpoint.ipynb create mode 100644 NUCE_2100/HW6.ipynb diff --git a/NUCE_2100/.ipynb_checkpoints/HW6-checkpoint.ipynb b/NUCE_2100/.ipynb_checkpoints/HW6-checkpoint.ipynb new file mode 100644 index 0000000..3de2709 --- /dev/null +++ b/NUCE_2100/.ipynb_checkpoints/HW6-checkpoint.ipynb @@ -0,0 +1,397 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "82e7156b-15bb-4000-928d-a904e76fe1fe", + "metadata": {}, + "source": [ + "Homework 6 - NUCE 2100\n", + "\n", + "**Dane Sabo**\n", + "\n", + "*October 29th, 2024*" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "af61cdf6-cb10-43e3-81b5-703acbc893a0", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "def answer_print(question,string):\n", + " print('\\n=========FINAL ANSWER=========')\n", + " print(question+':')\n", + " print(string)\n", + " print('=========FINAL ANSWER=========\\n')" + ] + }, + { + "cell_type": "markdown", + "id": "dd8f8915-17e4-414a-8465-b8b66d66c673", + "metadata": {}, + "source": [ + "# Problem 1" + ] + }, + { + "attachments": { + "058eac28-5359-452f-a3af-cc45ec1a919c.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "85659983-530e-4882-bf0b-13c15a1b05b6", + "metadata": {}, + "source": [ + "![image.png](attachment:058eac28-5359-452f-a3af-cc45ec1a919c.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "ecaad9e9-6ee3-4096-8bc6-4d07dbbe3802", + "metadata": {}, + "outputs": [], + "source": [ + "pitch = 0.563 #in\n", + "od = 0.422 #in\n", + "d_pellet = 0.367 #in\n", + "r = 0.04\n", + "t_water = 585 #f\n", + "p_water = 2250 #psia\n", + "phi = 1e14 #neutrons/cm/sec\n", + "rho_fm = 10.5 #g/cm^3\n", + "sigma_f = 230 #barns\n", + "m_u235 = 235.0439 #amu\n", + "m_u238 = 238.0508 #amu\n", + "m_o = 15.994 #amu\n", + "avo = 0.60225e24 #atoms/mol\n", + "Q_fission = 200*0.95 #MeV" + ] + }, + { + "cell_type": "markdown", + "id": "944868be-de1a-4cbd-9619-7eac8f07b152", + "metadata": {}, + "source": [ + "## Part A" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "9f577d98-27db-451c-a60e-bb03d24070af", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The fuel mass fraction is 0.937\n", + "The fuel number density is 1.008e+21 atoms/cm^3\n", + "\n", + "=========FINAL ANSWER=========\n", + "1A:\n", + "The local volumetric heat generation rate is 1.554e+04 BTU/ft^3-hr\n", + "=========FINAL ANSWER=========\n", + "\n" + ] + } + ], + "source": [ + "#First, find f (fuel mass fraction)\n", + "M_ff = m_u235\n", + "M_nf = m_u238\n", + "M_other = m_o\n", + "\n", + "f = (r*M_ff+(1-r)*M_nf)/(r*M_ff+(1-r)*M_nf+M_other) \n", + "print(f'The fuel mass fraction is {f:.3f}')\n", + "\n", + "#Now, find the number density:\n", + "i = 1 #one uranium for every UO2\n", + "N_ff = avo/M_ff*(r*f*rho_fm)*i #atoms/cm^3\n", + "print(f'The fuel number density is {N_ff:.3e} atoms/cm^3')\n", + "\n", + "#Now calculate volumetric heat rate (with unit conversions)\n", + "q_ppprime = (N_ff*2.54**3) * (sigma_f/6.452e+24) * (phi*2.54*60*60) * (Q_fission*1.51857e-16)\n", + "answer_print('1A',f'The local volumetric heat generation rate is {q_ppprime:.3e} BTU/ft^3-hr')" + ] + }, + { + "cell_type": "markdown", + "id": "442ee12b-da61-4bd5-8ba0-b0027012ac96", + "metadata": {}, + "source": [ + "## Part B" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "cf574d6a-da52-4bc3-8691-df9314c52376", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "=========FINAL ANSWER=========\n", + "1B:\n", + "The local linear power is 3.346e-03 kW/ft\n", + "=========FINAL ANSWER=========\n", + "\n" + ] + } + ], + "source": [ + "#Calculate area of fuel pellet\n", + "A_pellet = (d_pellet/12)**2*np.pi/4 #ft^2\n", + "q_eng = q_ppprime * A_pellet #BTU/ft-hr\n", + "q = q_eng * 0.000293071 #kW/ft\n", + "answer_print('1B',f'The local linear power is {q:.3e} kW/ft')" + ] + }, + { + "cell_type": "markdown", + "id": "43d9005c-2e91-48e7-ac77-efcaa886c36b", + "metadata": {}, + "source": [ + "## Part C" + ] + }, + { + "attachments": { + "546a6454-5f52-4874-b291-f7ce3fa787f4.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "a5c11675-0349-4779-b02a-9e590d6c9a2a", + "metadata": {}, + "source": [ + "![image.png](attachment:546a6454-5f52-4874-b291-f7ce3fa787f4.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "ab38a583-abac-40a5-934d-f09bd2db8e7f", + "metadata": {}, + "outputs": [], + "source": [ + "def decay_heat_ratio(t_shutdown, t_operation):\n", + " return 0.066*(t_shutdown**(-0.2)-(t_operation+t_shutdown)**(-0.2))" + ] + }, + { + "cell_type": "markdown", + "id": "8a42b63d-dc53-455f-9c1e-6b3f55f89c30", + "metadata": {}, + "source": [ + "## Part A" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "3119b774-40ab-4598-bfe1-517ab3cf549a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.02256498080663735\n", + "\n", + "=========FINAL ANSWER=========\n", + "2A:\n", + " The decay heat formula yields 8.527e+01 MW.\n", + " The graph from the ANS indicates about 1.512e+02 MW.\n", + "=========FINAL ANSWER=========\n", + "\n" + ] + } + ], + "source": [ + "ratio_eq = decay_heat_ratio(2*60, 89*24*60*60)\n", + "ratio_ans = 0.04\n", + "power = 3779 #MW\n", + "answer_print('2A', f' The decay heat formula yields {ratio_eq*power:.3e} MW.\\n The graph from the ANS indicates about {ratio_ans*power:.3e} MW.')" + ] + }, + { + "cell_type": "markdown", + "id": "4993f3ec-ba09-4634-aac3-4f39cf382b31", + "metadata": {}, + "source": [ + "## Part B" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "5a353c72-3a91-4eb2-a30c-65af14628be3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "=========FINAL ANSWER=========\n", + "2A:\n", + " The decay heat formula yields 3.047e+01 MW.\n", + " The graph from the ANS indicates about 3.401e+01 MW.\n", + "=========FINAL ANSWER=========\n", + "\n" + ] + } + ], + "source": [ + "ratio_eq = decay_heat_ratio(140*60, 89*24*60*60)\n", + "ratio_ans = 0.009\n", + "power = 3779 #MW\n", + "answer_print('2A', f' The decay heat formula yields {ratio_eq*power:.3e} MW.\\n The graph from the ANS indicates about {ratio_ans*power:.3e} MW.')" + ] + }, + { + "cell_type": "markdown", + "id": "ddc77778-bed6-489e-bec7-1070c928f068", + "metadata": {}, + "source": [ + "## Part C" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "35215138-3a47-42bc-b702-adba0373eace", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "=========FINAL ANSWER=========\n", + "2A:\n", + " The decay heat formula yields 1.563e-01 MW.\n", + " The graph from the ANS indicates about 7.558e-02 MW.\n", + "=========FINAL ANSWER=========\n", + "\n" + ] + } + ], + "source": [ + "ratio_eq = decay_heat_ratio(2*365*24*60*60, 89*24*60*60)\n", + "ratio_ans = 2e-5 # Roughly... hard to estimate\n", + "power = 3779 #MW\n", + "answer_print('2A', f' The decay heat formula yields {ratio_eq*power:.3e} MW.\\n The graph from the ANS indicates about {ratio_ans*power:.3e} MW.')" + ] + }, + { + "cell_type": "markdown", + "id": "bd7306c4-2240-48fd-b8b1-b9f793edc559", + "metadata": {}, + "source": [ + "**EXPLANATION**:\n", + "\n", + "The ANS chart is experimental results and accounts for actinides effects on decay heat. The empirical estimate that is the curve fit is only that, an estimate. That being said, there may be some discrepancy in results here because the ANS chart can only be read so accurately. Some estimation of the power ratio has to happen that might not be perfect. " + ] + }, + { + "attachments": { + "26c90e40-c28e-45ed-86c8-4480887005a2.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "94679fc0-2836-4973-8f29-0a97c8a95899", + "metadata": {}, + "source": [ + "![image.png](attachment:26c90e40-c28e-45ed-86c8-4480887005a2.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fce5c667-36be-46c9-8183-fafe4b3f28a3", + "metadata": {}, + "outputs": [], + "source": [ + "t = 0.2 #in\n", + "k = 10 #BTU/hr/ft/F\n", + "q_ppprime = 5e7 #BTU/hr/ft^3\n", + "h_left = 400 #BTU/hr/ft^2/F\n", + "T_left = 700 #F\n", + "h_right = 300 #BTU/hr/ft^2/F\n", + "T_right = 700 #F\n", + "x_left = 0 #ft\n", + "x_right = 0.2/12 #ft" + ] + }, + { + "cell_type": "markdown", + "id": "950dbab5-ece9-4f26-a8bf-8aca2a4cd947", + "metadata": {}, + "source": [ + "## Part A\n", + "\n", + "$$ \\rho c_p \\frac{\\partial T}{\\partial t} = k \\nabla^2 T + q''' $$\n", + "\n", + "But because we're steady state $\\frac{\\partial T}{\\partial t} = 0$:\n", + "\n", + "$$ \\frac{-q'''}{k} = \\nabla^2 T $$\n" + ] + }, + { + "cell_type": "markdown", + "id": "85cf7fed-e3cd-41cf-ab69-c790f972c212", + "metadata": {}, + "source": [ + "## Part B" + ] + }, + { + "cell_type": "markdown", + "id": "2992a36f-6bed-4245-acc1-675f31312a27", + "metadata": {}, + "source": [ + "## Part C" + ] + }, + { + "cell_type": "markdown", + "id": "ea13e251-33e4-4578-9ba1-27c31caff0b7", + "metadata": {}, + "source": [ + "## Part D" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.12.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/NUCE_2100/HW6.ipynb b/NUCE_2100/HW6.ipynb new file mode 100644 index 0000000..11d77db --- /dev/null +++ b/NUCE_2100/HW6.ipynb @@ -0,0 +1,533 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "82e7156b-15bb-4000-928d-a904e76fe1fe", + "metadata": {}, + "source": [ + "Homework 6 - NUCE 2100\n", + "\n", + "**Dane Sabo**\n", + "\n", + "*October 29th, 2024*" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "af61cdf6-cb10-43e3-81b5-703acbc893a0", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import sympy as sm\n", + "\n", + "def answer_print(question,string):\n", + " print('\\n=========FINAL ANSWER=========')\n", + " print(question+':')\n", + " print(string)\n", + " print('=========FINAL ANSWER=========\\n')" + ] + }, + { + "cell_type": "markdown", + "id": "dd8f8915-17e4-414a-8465-b8b66d66c673", + "metadata": {}, + "source": [ + "# Problem 1" + ] + }, + { + "attachments": { + "058eac28-5359-452f-a3af-cc45ec1a919c.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "85659983-530e-4882-bf0b-13c15a1b05b6", + "metadata": {}, + "source": [ + "![image.png](attachment:058eac28-5359-452f-a3af-cc45ec1a919c.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "ecaad9e9-6ee3-4096-8bc6-4d07dbbe3802", + "metadata": {}, + "outputs": [], + "source": [ + "pitch = 0.563 #in\n", + "od = 0.422 #in\n", + "d_pellet = 0.367 #in\n", + "r = 0.04\n", + "t_water = 585 #f\n", + "p_water = 2250 #psia\n", + "phi = 1e14 #neutrons/cm/sec\n", + "rho_fm = 10.5 #g/cm^3\n", + "sigma_f = 230 #barns\n", + "m_u235 = 235.0439 #amu\n", + "m_u238 = 238.0508 #amu\n", + "m_o = 15.994 #amu\n", + "avo = 0.60225e24 #atoms/mol\n", + "Q_fission = 200*0.95 #MeV" + ] + }, + { + "cell_type": "markdown", + "id": "944868be-de1a-4cbd-9619-7eac8f07b152", + "metadata": {}, + "source": [ + "## Part A" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "9f577d98-27db-451c-a60e-bb03d24070af", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The fuel mass fraction is 0.937\n", + "The fuel number density is 1.008e+21 atoms/cm^3\n", + "\n", + "=========FINAL ANSWER=========\n", + "1A:\n", + "The local volumetric heat generation rate is 1.554e+04 BTU/ft^3-hr\n", + "=========FINAL ANSWER=========\n", + "\n" + ] + } + ], + "source": [ + "#First, find f (fuel mass fraction)\n", + "M_ff = m_u235\n", + "M_nf = m_u238\n", + "M_other = m_o\n", + "\n", + "f = (r*M_ff+(1-r)*M_nf)/(r*M_ff+(1-r)*M_nf+M_other) \n", + "print(f'The fuel mass fraction is {f:.3f}')\n", + "\n", + "#Now, find the number density:\n", + "i = 1 #one uranium for every UO2\n", + "N_ff = avo/M_ff*(r*f*rho_fm)*i #atoms/cm^3\n", + "print(f'The fuel number density is {N_ff:.3e} atoms/cm^3')\n", + "\n", + "#Now calculate volumetric heat rate (with unit conversions)\n", + "q_ppprime = (N_ff*2.54**3) * (sigma_f/6.452e+24) * (phi*2.54*60*60) * (Q_fission*1.51857e-16)\n", + "answer_print('1A',f'The local volumetric heat generation rate is {q_ppprime:.3e} BTU/ft^3-hr')" + ] + }, + { + "cell_type": "markdown", + "id": "442ee12b-da61-4bd5-8ba0-b0027012ac96", + "metadata": {}, + "source": [ + "## Part B" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "cf574d6a-da52-4bc3-8691-df9314c52376", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "=========FINAL ANSWER=========\n", + "1B:\n", + "The local linear power is 3.346e-03 kW/ft\n", + "=========FINAL ANSWER=========\n", + "\n" + ] + } + ], + "source": [ + "#Calculate area of fuel pellet\n", + "A_pellet = (d_pellet/12)**2*np.pi/4 #ft^2\n", + "q_eng = q_ppprime * A_pellet #BTU/ft-hr\n", + "q = q_eng * 0.000293071 #kW/ft\n", + "answer_print('1B',f'The local linear power is {q:.3e} kW/ft')" + ] + }, + { + "cell_type": "markdown", + "id": "43d9005c-2e91-48e7-ac77-efcaa886c36b", + "metadata": {}, + "source": [ + "## Part C" + ] + }, + { + "attachments": { + "546a6454-5f52-4874-b291-f7ce3fa787f4.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "a5c11675-0349-4779-b02a-9e590d6c9a2a", + "metadata": {}, + "source": [ + "![image.png](attachment:546a6454-5f52-4874-b291-f7ce3fa787f4.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "ab38a583-abac-40a5-934d-f09bd2db8e7f", + "metadata": {}, + "outputs": [], + "source": [ + "def decay_heat_ratio(t_shutdown, t_operation):\n", + " return 0.066*(t_shutdown**(-0.2)-(t_operation+t_shutdown)**(-0.2))" + ] + }, + { + "cell_type": "markdown", + "id": "8a42b63d-dc53-455f-9c1e-6b3f55f89c30", + "metadata": {}, + "source": [ + "## Part A" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "3119b774-40ab-4598-bfe1-517ab3cf549a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.02256498080663735\n", + "\n", + "=========FINAL ANSWER=========\n", + "2A:\n", + " The decay heat formula yields 8.527e+01 MW.\n", + " The graph from the ANS indicates about 1.512e+02 MW.\n", + "=========FINAL ANSWER=========\n", + "\n" + ] + } + ], + "source": [ + "ratio_eq = decay_heat_ratio(2*60, 89*24*60*60)\n", + "ratio_ans = 0.04\n", + "power = 3779 #MW\n", + "answer_print('2A', f' The decay heat formula yields {ratio_eq*power:.3e} MW.\\n The graph from the ANS indicates about {ratio_ans*power:.3e} MW.')" + ] + }, + { + "cell_type": "markdown", + "id": "4993f3ec-ba09-4634-aac3-4f39cf382b31", + "metadata": {}, + "source": [ + "## Part B" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "5a353c72-3a91-4eb2-a30c-65af14628be3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "=========FINAL ANSWER=========\n", + "2A:\n", + " The decay heat formula yields 3.047e+01 MW.\n", + " The graph from the ANS indicates about 3.401e+01 MW.\n", + "=========FINAL ANSWER=========\n", + "\n" + ] + } + ], + "source": [ + "ratio_eq = decay_heat_ratio(140*60, 89*24*60*60)\n", + "ratio_ans = 0.009\n", + "power = 3779 #MW\n", + "answer_print('2A', f' The decay heat formula yields {ratio_eq*power:.3e} MW.\\n The graph from the ANS indicates about {ratio_ans*power:.3e} MW.')" + ] + }, + { + "cell_type": "markdown", + "id": "ddc77778-bed6-489e-bec7-1070c928f068", + "metadata": {}, + "source": [ + "## Part C" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "35215138-3a47-42bc-b702-adba0373eace", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "=========FINAL ANSWER=========\n", + "2A:\n", + " The decay heat formula yields 1.563e-01 MW.\n", + " The graph from the ANS indicates about 7.558e-02 MW.\n", + "=========FINAL ANSWER=========\n", + "\n" + ] + } + ], + "source": [ + "ratio_eq = decay_heat_ratio(2*365*24*60*60, 89*24*60*60)\n", + "ratio_ans = 2e-5 # Roughly... hard to estimate\n", + "power = 3779 #MW\n", + "answer_print('2A', f' The decay heat formula yields {ratio_eq*power:.3e} MW.\\n The graph from the ANS indicates about {ratio_ans*power:.3e} MW.')" + ] + }, + { + "cell_type": "markdown", + "id": "bd7306c4-2240-48fd-b8b1-b9f793edc559", + "metadata": {}, + "source": [ + "**EXPLANATION**:\n", + "\n", + "The ANS chart is experimental results and accounts for actinides effects on decay heat. The empirical estimate that is the curve fit is only that, an estimate. That being said, there may be some discrepancy in results here because the ANS chart can only be read so accurately. Some estimation of the power ratio has to happen that might not be perfect. " + ] + }, + { + "attachments": { + "26c90e40-c28e-45ed-86c8-4480887005a2.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "94679fc0-2836-4973-8f29-0a97c8a95899", + "metadata": {}, + "source": [ + "![image.png](attachment:26c90e40-c28e-45ed-86c8-4480887005a2.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "fce5c667-36be-46c9-8183-fafe4b3f28a3", + "metadata": {}, + "outputs": [], + "source": [ + "t = 0.2/12 #ft\n", + "k = 10 #BTU/hr/ft/F\n", + "q_ppprime = 5e7 #BTU/hr/ft^3\n", + "h_left = 400 #BTU/hr/ft^2/F\n", + "T_left = 700 #F\n", + "h_right = 300 #BTU/hr/ft^2/F\n", + "T_right = 700 #F\n", + "x_left = 0 #ft\n", + "x_right = 0.2/12 #ft" + ] + }, + { + "cell_type": "markdown", + "id": "950dbab5-ece9-4f26-a8bf-8aca2a4cd947", + "metadata": {}, + "source": [ + "## Part A\n", + "\n", + "$$ \\rho c_p \\frac{\\partial T}{\\partial t} = k \\nabla^2 T + q''' $$\n", + "\n", + "But because we're steady state $\\frac{\\partial T}{\\partial t} = 0$:\n", + "\n", + "$$ -q''' = k \\nabla^2 T $$\n", + "\n", + "And because we're in one dimension...\n", + "\n", + "$$ k \\frac{d^2 T}{dx^2} = -q'''$$\n", + "\n", + "Now we integrate:\n", + "\n", + "$$ k\\frac{dT}{dx} = -q'''x + C_1 $$\n", + "\n", + "and integrate again:\n", + "\n", + "$$ kT(x) = -\\frac{q'''x^2}{2} + C_1 x + C_2 $$\n" + ] + }, + { + "cell_type": "markdown", + "id": "d00a9406-b75b-4227-a9c4-fe4cdc194e98", + "metadata": {}, + "source": [ + "This gives us our governing equation. Now we need to solve for our boundary conditions. We do this first on the left side:\n", + "$$ k\\frac{dT}{dx}_{x=0} = h_\\text{left} (T(0) - T_\\text{left})$$\n", + "\n", + "$$ C_1 = h_\\text{left} (C_2/k - T_\\text{left})$$\n", + "\n", + "And now for our right side:\n", + "\n", + "$$ k\\frac{dT}{dx}_{x=0.2/12 \\text{[ft]}} = h_\\text{right} (T(0.2/12)\\text{[ft]} - T_\\text{right})$$\n", + "\n", + "Now at this point I'm going to introduce SymPy to do the algebra heavy lifting. We can get away with this because I've organized all the units to be compatible when writing the code cell above:" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "0766e4d9-1f49-4449-a35d-05de86a3580e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Left BC'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/latex": [ + "$\\displaystyle C_{1} = 40 C_{2} - 280000$" + ], + "text/plain": [ + "Eq(C_1, 40*C_2 - 280000)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Right BC'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/latex": [ + "$\\displaystyle C_{1} - 833333.333333333 = 0.5 C_{1} + 30 C_{2} - 418333.333333333$" + ], + "text/plain": [ + "Eq(C_1 - 833333.333333333, 0.5*C_1 + 30*C_2 - 418333.333333333)" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "C_1, C_2 = sm.symbols('C_1, C_2')\n", + "\n", + "left_BC = sm.Eq(C_1, h_left*(C_2/k - T_left))\n", + "display('Left BC', left_BC)\n", + "\n", + "right_BC = sm.Eq(k*(-q_ppprime*x_right + C_1)/k, h_right*((-q_ppprime*x_right**2/2 + C_1*x_right + C_2)/k - T_right))\n", + "display('Right BC', right_BC)" + ] + }, + { + "cell_type": "markdown", + "id": "821e4c8f-63c9-4493-b6da-ec654907eeef", + "metadata": {}, + "source": [ + "With two equations and two unknowns, we can solve for C_1 and C_2:" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "765d2f17-7d1a-43a8-8b46-88ffed3ddaa3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{C_1: -2500000.00000000, C_2: -55500.0000000000}" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "soln = sm.solve([left_BC, right_BC])\n", + "display(soln)" + ] + }, + { + "cell_type": "markdown", + "id": "a811327a-94dd-45b9-a54e-4b225197d159", + "metadata": {}, + "source": [ + "And finally we plug these into our equation for T:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "736b23d6-b2b3-43fe-bc16-5b1e5ae5c07b", + "metadata": {}, + "outputs": [], + "source": [ + "T = lambda x: -q_ppprime*x**2/2 + soln[C_1]*x + " + ] + }, + { + "cell_type": "markdown", + "id": "85cf7fed-e3cd-41cf-ab69-c790f972c212", + "metadata": {}, + "source": [ + "## Part B" + ] + }, + { + "cell_type": "markdown", + "id": "2992a36f-6bed-4245-acc1-675f31312a27", + "metadata": {}, + "source": [ + "## Part C" + ] + }, + { + "cell_type": "markdown", + "id": "ea13e251-33e4-4578-9ba1-27c31caff0b7", + "metadata": {}, + "source": [ + "## Part D" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.12.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}