{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Example - 06 - Titan Aerocapture: Part 2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this example, you will learn to create an aerocapture feasibility chart for Titan.\n", "\n", "For reference, we will re-create another figure from the paper \"Lu and Saikia, Feasibility Assessment of Aerocapture for Future Titan Orbiter Missions, Journal of Spacecraft and Rockets, Vol. 55, No. 5, 2018\". DOI: 10.2514/1.A34121" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 2, "metadata": { "image/png": { "width": 600 } }, "output_type": "execute_result" } ], "source": [ "from IPython.display import Image\n", "Image(filename='../plots/lu-saikia-reference-b.png', width=600)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will use AMAT to recreate this figure." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "from AMAT.planet import Planet\n", "from AMAT.vehicle import Vehicle\n", "\n", "import numpy as np\n", "from scipy import interpolate\n", "import pandas as pd\n", "\n", "import matplotlib.pyplot as plt\n", "from matplotlib import rcParams\n", "from matplotlib.patches import Polygon\n", "import os" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Create a planet object for Titan\n", "planet=Planet(\"TITAN\")\n", "\n", "# Load an nominal atmospheric profile with height, temp, pressure, density data\n", "planet.loadAtmosphereModel('../atmdata/Titan/titan-gram-avg.dat', 0 , 1 , 2, 3)\n", "\n", "# Define the range for arrival Vinf and vehicle L/D\n", "#vinf_kms_array = np.linspace( 0.0, 16.0, 17)\n", "#LD_array = np.linspace( 0.0, 1.0 , 11)\n", "\n", "vinf_kms_array = np.linspace( 0.0, 16.0, 2)\n", "LD_array = np.linspace( 0.0, 1.0 , 2)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# Create a directory to store the data.\n", "# NOTE: You will get an error if the file already exists,\n", "# Rename the folder to something else.\n", "\n", "os.makedirs('../data/luSaikia2018b')\n", "\n", "# Use a runID to prefix the files for easy access for post-processing.\n", "runID = 'BC800RAP1700'\n", "\n", "num_total = len(vinf_kms_array)*len(LD_array)\n", "count = 1\n", "\n", "# Compute the inertial entry speed from the hyperbolic excess speed.\n", "v0_kms_array = np.zeros(len(vinf_kms_array))\n", "v0_kms_array[:] = np.sqrt(1.0*(vinf_kms_array[:]*1E3)**2.0 + \\\n", " 2*np.ones(len(vinf_kms_array))*\\\n", " planet.GM/(planet.RP+1000.0*1.0E3))/1.0E3\n", "\n", "# Initialize matrices to store data.\n", "overShootLimit_array = np.zeros((len(v0_kms_array),len(LD_array))) \n", "underShootLimit_array = np.zeros((len(v0_kms_array),len(LD_array))) \n", "exitflag_os_array = np.zeros((len(v0_kms_array),len(LD_array))) \n", "exitflag_us_array = np.zeros((len(v0_kms_array),len(LD_array))) \n", "TCW_array = np.zeros((len(v0_kms_array),len(LD_array))) " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Run #1 of 4: Arrival V_infty: 0.0 km/s, L/D:0.0 OSL: -26.956788590394353 USL: -26.956788590394353, TCW: 0.0 EFOS: 1.0 EFUS: 1.0\n", "Run #2 of 4: Arrival V_infty: 0.0 km/s, L/D:1.0 OSL: -25.871938262091135 USL: -29.038724038098735, TCW: 3.1667857760076004 EFOS: 1.0 EFUS: 1.0\n", "Run #3 of 4: Arrival V_infty: 16.0 km/s, L/D:0.0 OSL: -39.84376757530299 USL: -39.84376757530299, TCW: 0.0 EFOS: 1.0 EFUS: 1.0\n", "Run #4 of 4: Arrival V_infty: 16.0 km/s, L/D:1.0 OSL: -36.570328679677914 USL: -73.23443301925363, TCW: 36.664104339575715 EFOS: 1.0 EFUS: 1.0\n" ] } ], "source": [ "# Compute the corridor width over the defined Vinf and L/D matrix.\n", "# Note this will take maybe about an hour.\n", "# If you simply want to create the plot, you can load the existing data\n", "# in the ../data/luSaikia2018b folder as done below this cell.\n", "\n", "for i in range(0,len(v0_kms_array)):\n", " for j in range(0,len(LD_array)):\n", " vehicle=Vehicle('Kraken', 1000.0, 800.0, LD_array[j], 3.1416, 0.0, 1.00, planet)\n", " vehicle.setInitialState(1000.0,0.0,0.0,v0_kms_array[i],0.0,-4.5,0.0,0.0)\n", " vehicle.setSolverParams(1E-5)\n", " overShootLimit_array[i,j], exitflag_os_array[i,j] = \\\n", " vehicle.findOverShootLimit (6000.0, 1.0 , -88.0, -2.0, 1E-10, 1700.0)\n", " underShootLimit_array[i,j], exitflag_us_array[i,j] = \\\n", " vehicle.findUnderShootLimit(6000.0, 1.0 , -88.0, -2.0, 1E-10, 1700.0)\n", "\n", " TCW_array[i,j] = overShootLimit_array[i,j] - underShootLimit_array[i,j]\n", "\n", " print(\"Run #\"+str(count)+\" of \"+ str(num_total)+\\\n", " \": Arrival V_infty: \"+str(vinf_kms_array[i])+\\\n", " \" km/s\"+\", L/D:\"+str(LD_array[j]) +\\\n", " \" OSL: \"+str(overShootLimit_array[i,j])+\\\n", " \" USL: \"+str(underShootLimit_array[i,j])+\\\n", " \", TCW: \"+str(TCW_array[i,j])+\\\n", " \" EFOS: \"+str(exitflag_os_array[i,j])+\\\n", " \" EFUS: \"+str(exitflag_us_array[i,j]))\n", " \n", " count = count +1\n", "\n", "np.savetxt('../data/luSaikia2018b/'+runID+'vinf_kms_array.txt',vinf_kms_array)\n", "np.savetxt('../data/luSaikia2018b/'+runID+'v0_kms_array.txt',v0_kms_array)\n", "np.savetxt('../data/luSaikia2018b/'+runID+'LD_array.txt',LD_array)\n", "np.savetxt('../data/luSaikia2018b/'+runID+'overShootLimit_array.txt',overShootLimit_array)\n", "np.savetxt('../data/luSaikia2018b/'+runID+'exitflag_os_array.txt',exitflag_os_array)\n", "np.savetxt('../data/luSaikia2018b/'+runID+'undershootLimit_array.txt',underShootLimit_array)\n", "np.savetxt('../data/luSaikia2018b/'+runID+'exitflag_us_array.txt',exitflag_us_array)\n", "np.savetxt('../data/luSaikia2018b/'+runID+'TCW_array.txt',TCW_array)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Compute the deceleration and heating loads." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "V_infty: 0.0 km/s, L/D: 0.0 G_MAX: 0.08593800433366519 QDOT_MAX: 3.3840702698532916 J_MAX: 3105.3432488210888 STAG. PRES: 0.006791519497339366\n", "V_infty: 0.0 km/s, L/D: 1.0 G_MAX: 0.2138845693807405 QDOT_MAX: 4.4347653958262985 J_MAX: 3779.309589359269 STAG. PRES: 0.004034330122158686\n", "V_infty: 16.0 km/s, L/D: 0.0 G_MAX: 19.241162906177003 QDOT_MAX: 1655.1562320104672 J_MAX: 104695.16040529005 STAG. PRES: 1.490930766802923\n", "V_infty: 16.0 km/s, L/D: 1.0 G_MAX: 152.35197757039305 QDOT_MAX: 3435.125582934429 J_MAX: 187897.62494657672 STAG. PRES: 0.4145223323207587\n" ] } ], "source": [ "acc_net_g_max_array = np.zeros((len(v0_kms_array),len(LD_array))) \n", "stag_pres_atm_max_array = np.zeros((len(v0_kms_array),len(LD_array))) \n", "q_stag_total_max_array = np.zeros((len(v0_kms_array),len(LD_array))) \n", "heatload_max_array = np.zeros((len(v0_kms_array),len(LD_array))) \n", "\n", "for i in range(0,len(v0_kms_array)):\n", " for j in range(0,len(LD_array)):\n", " vehicle=Vehicle('Kraken', 1000.0, 800.0, LD_array[j], 3.1416, 0.0, 1.00, planet)\n", " vehicle.setInitialState(1000.0,0.0,0.0,v0_kms_array[i],0.0,overShootLimit_array[i,j],0.0,0.0)\n", " vehicle.setSolverParams(1E-5)\n", "\n", " vehicle.propogateEntry(6000.0, 1.0, 180.0)\n", "\n", " # Extract and save variables to plot\n", " t_min_os = vehicle.t_minc\n", " h_km_os = vehicle.h_kmc\n", " acc_net_g_os = vehicle.acc_net_g\n", " q_stag_con_os = vehicle.q_stag_con\n", " q_stag_rad_os = vehicle.q_stag_rad\n", " rc_os = vehicle.rc\n", " vc_os = vehicle.vc\n", " stag_pres_atm_os = vehicle.computeStagPres(rc_os,vc_os)/(1.01325E5) \n", " heatload_os = vehicle.heatload\n", "\n", " vehicle=Vehicle('Kraken', 1000.0, 800.0, LD_array[j], 3.1416, 0.0, 1.00, planet)\n", " vehicle.setInitialState(1000.0,0.0,0.0,v0_kms_array[i],0.0,underShootLimit_array[i,j],0.0,0.0)\n", " vehicle.setSolverParams(1E-5)\n", "\n", " vehicle.propogateEntry(6000.0, 1.0, 0.0)\n", "\n", " # Extract and save variable to plot\n", " t_min_us = vehicle.t_minc\n", " h_km_us = vehicle.h_kmc\n", " acc_net_g_us = vehicle.acc_net_g\n", " q_stag_con_us = vehicle.q_stag_con\n", " q_stag_rad_us = vehicle.q_stag_rad\n", " rc_us = vehicle.rc\n", " vc_us = vehicle.vc\n", " stag_pres_atm_us = vehicle.computeStagPres(rc_us,vc_us)/(1.01325E5) \n", " heatload_us = vehicle.heatload\n", "\n", " q_stag_total_os = q_stag_con_os + q_stag_rad_os\n", " q_stag_total_us = q_stag_con_us + q_stag_rad_us\n", "\n", " acc_net_g_max_array[i,j] = max(max(acc_net_g_os),max(acc_net_g_us)) \n", " stag_pres_atm_max_array[i,j] = max(max(stag_pres_atm_os),max(stag_pres_atm_os))\n", " q_stag_total_max_array[i,j] = max(max(q_stag_total_os),max(q_stag_total_us)) \n", " heatload_max_array[i,j] = max(max(heatload_os),max(heatload_us))\n", "\n", " print(\"V_infty: \"+str(vinf_kms_array[i])+\" km/s\"+\", L/D: \"+str(LD_array[j])+\" G_MAX: \"+str(acc_net_g_max_array[i,j])+\" QDOT_MAX: \"+str(q_stag_total_max_array[i,j])+\" J_MAX: \"+str(heatload_max_array[i,j])+\" STAG. PRES: \"+str(stag_pres_atm_max_array[i,j]))\n", "\n", "np.savetxt('../data/luSaikia2018b/'+runID+'acc_net_g_max_array.txt',acc_net_g_max_array)\t\n", "np.savetxt('../data/luSaikia2018b/'+runID+'stag_pres_atm_max_array.txt',stag_pres_atm_max_array)\t\n", "np.savetxt('../data/luSaikia2018b/'+runID+'q_stag_total_max_array.txt',q_stag_total_max_array)\t\n", "np.savetxt('../data/luSaikia2018b/'+runID+'heatload_max_array.txt',heatload_max_array)\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We are now ready to create the plot!" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "The PostScript backend does not support transparency; partially transparent artists will be rendered opaque.\n", "The PostScript backend does not support transparency; partially transparent artists will be rendered opaque.\n", "The PostScript backend does not support transparency; partially transparent artists will be rendered opaque.\n", "The PostScript backend does not support transparency; partially transparent artists will be rendered opaque.\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "x = np.loadtxt('../data/luSaikia2018b/'+runID+'vinf_kms_array.txt')\n", "y = np.loadtxt('../data/luSaikia2018b/'+runID+'LD_array.txt')\n", "\n", "Z1 = np.loadtxt('../data/luSaikia2018b/'+runID+'TCW_array.txt')\n", "G1 = np.loadtxt('../data/luSaikia2018b/'+runID+'acc_net_g_max_array.txt')\n", "Q1 = np.loadtxt('../data/luSaikia2018b/'+runID+'q_stag_total_max_array.txt')\n", "H1 = np.loadtxt('../data/luSaikia2018b/'+runID+'heatload_max_array.txt')\n", "\n", "f1 = interpolate.interp2d(x, y, np.transpose(Z1), kind='cubic')\t\n", "g1 = interpolate.interp2d(x, y, np.transpose(G1), kind='cubic')\n", "q1 = interpolate.interp2d(x, y, np.transpose(Q1), kind='cubic')\n", "h1 = interpolate.interp2d(x, y, np.transpose(H1), kind='cubic')\n", "\n", "x_new = np.linspace( 0.0, 16, 170)\n", "y_new = np.linspace( 0.0, 1.0 ,110)\n", "z_new = np.zeros((len(x_new),len(y_new)))\n", "\n", "z1_new = np.zeros((len(x_new),len(y_new)))\n", "g1_new = np.zeros((len(x_new),len(y_new)))\n", "q1_new = np.zeros((len(x_new),len(y_new)))\n", "h1_new = np.zeros((len(x_new),len(y_new)))\n", "\n", "for i in range(0,len(x_new)):\n", "\tfor j in range(0,len(y_new)):\n", "\n", "\t\tz1_new[i,j] = f1(x_new[i],y_new[j])\n", "\t\tg1_new[i,j] = g1(x_new[i],y_new[j])\n", "\t\tq1_new[i,j] = q1(x_new[i],y_new[j])\n", "\t\th1_new[i,j] = h1(x_new[i],y_new[j])\n", "\n", "Z1 = z1_new\n", "G1 = g1_new\n", "Q1 = q1_new\n", "H1 = h1_new/1000.0\n", "\n", "X, Y = np.meshgrid(x_new, y_new)\n", "\n", "Zlevels = np.array([2.5,3.5,4.5])\n", "Glevels = np.array([10.0, 20.0])\n", "Qlevels = np.array([500.0, 1000.0])\n", "Hlevels = np.array([30.0, 50.0])\n", "\n", "\n", "fig = plt.figure()\n", "fig.set_size_inches([6.5, 6.5])\n", "plt.ion()\n", "plt.rc('font',family='Times New Roman')\n", "params = {'mathtext.default': 'regular' } \n", "plt.rcParams.update(params)\n", "\n", "ZCS1 = plt.contour(X, Y, np.transpose(Z1), levels=Zlevels, colors='black')\n", "plt.clabel(ZCS1, inline=1, fontsize=14, colors='black',fmt='%.1f',inline_spacing=1)\n", "ZCS1.collections[0].set_linewidths(1.50)\n", "ZCS1.collections[1].set_linewidths(1.50)\n", "ZCS1.collections[2].set_linewidths(1.50)\n", "ZCS1.collections[0].set_label(r'$TCW, deg$')\n", "\n", "GCS1 = plt.contour(X, Y, np.transpose(G1), levels=Glevels, colors='blue',linestyles='dashed')\n", "plt.clabel(GCS1, inline=1, fontsize=14, colors='blue',fmt='%d',inline_spacing=0)\n", "GCS1.collections[0].set_linewidths(1.50)\n", "GCS1.collections[1].set_linewidths(1.50)\n", "GCS1.collections[0].set_label(r'$g$'+r'-load')\n", "\n", "QCS1 = plt.contour(X, Y, np.transpose(Q1), levels=Qlevels, colors='red',linestyles='dotted',zorder=11)\n", "plt.clabel(QCS1, inline=1, fontsize=14, colors='red',fmt='%d',inline_spacing=0)\n", "QCS1.collections[0].set_linewidths(1.50)\n", "QCS1.collections[1].set_linewidths(1.50)\n", "QCS1.collections[0].set_label(r'$\\dot{q}$'+', '+r'$W/cm^2$')\n", "\n", "\n", "HCS1 = plt.contour(X, Y, np.transpose(H1), levels=Hlevels, colors='xkcd:brown',linestyles='dashdot')\n", "plt.clabel(HCS1, inline=1, fontsize=14, colors='xkcd:brown',fmt='%d',inline_spacing=0)\n", "HCS1.collections[0].set_linewidths(1.75)\n", "HCS1.collections[1].set_linewidths(1.75)\n", "HCS1.collections[0].set_label(r'$Q$'+', '+r'$kJ/cm^2$')\n", "\n", "plt.xlabel(\"Arrival \"+r'$V_\\infty$'+r', km/s' ,fontsize=16)\n", "plt.ylabel(\"L/D\",fontsize=16)\n", "plt.xticks(fontsize=16)\n", "plt.yticks(fontsize=16)\n", "ax = plt.gca()\n", "ax.tick_params(direction='in')\n", "ax.yaxis.set_ticks_position('both')\n", "ax.xaxis.set_ticks_position('both')\n", "plt.legend(loc='upper right', fontsize=16)\n", "\n", "\n", "dat0 = ZCS1.allsegs[2][0]\n", "x1,y1=dat0[:,0],dat0[:,1]\n", "F1 = interpolate.interp1d(x1, y1, kind='linear',fill_value='extrapolate', bounds_error=False)\n", "\n", "dat1 = GCS1.allsegs[0][0]\n", "x2,y2=dat1[:,0],dat1[:,1]\n", "F2 = interpolate.interp1d(x2, y2, kind='linear',fill_value='extrapolate', bounds_error=False)\n", "\n", "dat2 = HCS1.allsegs[0][0]\n", "x3,y3= dat2[:,0],dat2[:,1]\n", "F3 = interpolate.interp1d(x3, y3, kind='linear',fill_value='extrapolate', bounds_error=False)\n", "\n", "\n", "x4 = np.linspace(0,30,301)\n", "y4 = F1(x4)\n", "y5 = F2(x4)\n", "y6 = F3(x4)\n", "\n", "y7 = np.minimum(y5,y6)\n", "\n", "plt.fill_between(x4, y4, y7, where=y4<=y7,color='xkcd:neon green')\n", "plt.xlim([0.0,16.0])\n", "plt.ylim([0.0,1.0])\n", "\n", "plt.savefig('../plots/LuSaikia2018b-fig18.png',bbox_inches='tight')\n", "plt.savefig('../plots/LuSaikia2018b-fig18.pdf', dpi=300,bbox_inches='tight')\n", "plt.savefig('../plots/LuSaikia2018b-fig18.eps', dpi=300,bbox_inches='tight')\n", "\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 16, "metadata": { "image/png": { "width": 600 } }, "output_type": "execute_result" } ], "source": [ "from IPython.display import Image\n", "Image(filename='../plots/luSaikia2018b-higher-res.png', width=600)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The plots are now saved in plots/LuSaikia2018b and should match with the results from the paper." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Congratulations!** You have created another aerocapture feasibility chart for Titan. In the next example, you will recreate the similar feasibility charts for Venus." ] } ], "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": 2 }