{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Example - 51 - Mars SmallSat Aerocapture Demonstration - Part 1" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This examples reproduces results from M.S.Werner and R.D.Braun, Mission Design and Performance Analysis of a Smallsat Aerocapture Flight Test, Journal of Spacecraft and Rockets, DOI: 10.2514/1.A33997." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 1, "metadata": { "image/png": { "width": 500 } }, "output_type": "execute_result" } ], "source": [ "from IPython.display import Image\n", "Image(filename='../plots/werner-smallsat.png', width=500)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Image credit: M.S.Werner and R.D.Braun" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from AMAT.planet import Planet\n", "from AMAT.vehicle import Vehicle" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "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" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "planet = Planet('MARS')\n", "planet.loadAtmosphereModel('../atmdata/Mars/mars-gram-avg.dat', 0 , 1 ,2, 3)\n", "planet.h_skip = 150.0E3" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Set up two vehicle objects, one for 450 km circular, one for 1-sol orbit\n", "vehicle1=Vehicle('MarsSmallSat1', 25.97, 66.4, 0.0, np.pi*0.25**2, 0.0, 0.0563, planet)\n", "vehicle2=Vehicle('MarsSmallSat2', 25.97, 66.4, 0.0, np.pi*0.25**2, 0.0, 0.0563, planet)\n", "\n", "vehicle1.setInitialState(150.0,0.0,0.0,5.74,0.0,-5.00,0.0,0.0)\n", "vehicle2.setInitialState(150.0,0.0,0.0,5.74,0.0,-5.00,0.0,0.0)\n", "\n", "vehicle1.setSolverParams(1E-6)\n", "vehicle2.setSolverParams(1E-6)\n", "\n", "vehicle1.setDragModulationVehicleParams(66.4,4.72)\n", "vehicle2.setDragModulationVehicleParams(66.4,4.72)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, find the corridor bounds to select a target nominal EFPA for a nominal Mars atmosphere." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "450 km circ.\n", "----------------\n", "-12.472027218049334 1.0\n", "-11.777824826203869 1.0\n", "----------------\n", "1 sol.\n", "----------------\n", "-12.142672350550129 1.0\n", "-11.459108593211567 1.0\n", "----------------\n" ] } ], "source": [ "underShootLimit, exitflag_us = vehicle1.findUnderShootLimitD(2400.0, 0.1, -30.0,-2.0, 1E-10, 450.0)\n", "overShootLimit , exitflag_os = vehicle1.findOverShootLimitD(2400.0, 0.1, -30.0,-2.0, 1E-10, 450.0)\n", "\n", "print(\"450 km circ.\")\n", "print(\"----------------\")\n", "print(underShootLimit, exitflag_us)\n", "print(overShootLimit, exitflag_os)\n", "print(\"----------------\")\n", "underShootLimit, exitflag_us = vehicle2.findUnderShootLimitD(2400.0, 0.1, -30.0,-2.0, 1E-10, 33000.0)\n", "overShootLimit , exitflag_os = vehicle2.findOverShootLimitD(2400.0, 0.1, -30.0,-2.0, 1E-10, 33000.0)\n", "\n", "print(\"1 sol.\")\n", "print(\"----------------\")\n", "print(underShootLimit, exitflag_us)\n", "print(overShootLimit, exitflag_os)\n", "print(\"----------------\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is good practice to see how these corridor bounds vary with minimum, average, and maximum density atmospheres. We will check how much these corridor bounds change using +/- 3-sigma bounds from Mars GRAM output files." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Load three density profiles for minimum, average, and maximum scenarios from a GRAM output file." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "ATM_height, ATM_density_low, ATM_density_avg, ATM_density_high, ATM_density_pert = planet.loadMonteCarloDensityFile2('../atmdata/Mars/LAT00N.txt', 0, 1, 2, 3, 4, heightInKmFlag=True)\n", "density_int_low = planet.loadAtmosphereModel5(ATM_height, ATM_density_low, ATM_density_avg, ATM_density_high, ATM_density_pert, -3.0, 156, 200)\n", "density_int_avg = planet.loadAtmosphereModel5(ATM_height, ATM_density_low, ATM_density_avg, ATM_density_high, ATM_density_pert, 0.0, 156, 200)\n", "density_int_hig = planet.loadAtmosphereModel5(ATM_height, ATM_density_low, ATM_density_avg, ATM_density_high, ATM_density_pert, +3.0, 156, 200)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Set the planet density_int attribute to density_int_low" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "planet.density_int = density_int_low" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Compute the corridor bounds for low density atmosphere." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/athul/anaconda3/lib/python3.7/site-packages/AMAT-2.1.2-py3.7.egg/AMAT/vehicle.py:504: RuntimeWarning: invalid value encountered in sqrt\n", " ans[:] = 1.8980E-8 * (rho_vec[:]/self.RN)**0.5 * v[:]**3.0\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "450 km circ.\n", "----------------\n", "-12.605845816528017 1.0\n", "-11.993464708328247 1.0\n", "----------------\n", "1-sol.\n", "----------------\n", "-12.326484654251544 1.0\n", "-11.651159566965362 1.0\n", "----------------\n" ] } ], "source": [ "underShootLimit, exitflag_us = vehicle1.findUnderShootLimitD(2400.0, 0.1, -30.0,-2.0, 1E-10, 450.0)\n", "overShootLimit , exitflag_os = vehicle1.findOverShootLimitD(2400.0, 0.1, -30.0,-2.0, 1E-10, 450.0)\n", "\n", "print(\"450 km circ.\")\n", "print(\"----------------\")\n", "print(underShootLimit, exitflag_us)\n", "print(overShootLimit, exitflag_os)\n", "print(\"----------------\")\n", "\n", "underShootLimit, exitflag_us = vehicle2.findUnderShootLimitD(2400.0, 0.1, -30.0,-2.0, 1E-10, 33000.0)\n", "overShootLimit , exitflag_os = vehicle2.findOverShootLimitD(2400.0, 0.1, -30.0,-2.0, 1E-10, 33000.0)\n", "print(\"1-sol.\")\n", "print(\"----------------\")\n", "print(underShootLimit, exitflag_us)\n", "print(overShootLimit, exitflag_os)\n", "print(\"----------------\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Repeat for average and maximum density atmospheres." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "planet.density_int = density_int_avg" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "450 km circ.\n", "----------------\n", "-12.545852635754272 1.0\n", "-11.894532441678166 1.0\n", "----------------\n", "1-sol.\n", "----------------\n", "-12.250274132129562 1.0\n", "-11.517179594695335 1.0\n", "----------------\n" ] } ], "source": [ "underShootLimit, exitflag_us = vehicle1.findUnderShootLimitD(2400.0, 0.1, -30.0,-2.0, 1E-10, 450.0)\n", "overShootLimit , exitflag_os = vehicle1.findOverShootLimitD(2400.0, 0.1, -30.0,-2.0, 1E-10, 450.0)\n", "\n", "print(\"450 km circ.\")\n", "print(\"----------------\")\n", "print(underShootLimit, exitflag_us)\n", "print(overShootLimit, exitflag_os)\n", "print(\"----------------\")\n", "\n", "underShootLimit, exitflag_us = vehicle2.findUnderShootLimitD(2400.0, 0.1, -30.0,-2.0, 1E-10, 33000.0)\n", "overShootLimit , exitflag_os = vehicle2.findOverShootLimitD(2400.0, 0.1, -30.0,-2.0, 1E-10, 33000.0)\n", "print(\"1-sol.\")\n", "print(\"----------------\")\n", "print(underShootLimit, exitflag_us)\n", "print(overShootLimit, exitflag_os)\n", "print(\"----------------\")" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "planet.density_int = density_int_hig" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "450 km circ.\n", "----------------\n", "-12.486791579358396 1.0\n", "-11.79002801637398 1.0\n", "----------------\n", "1-sol.\n", "----------------\n", "-12.178909841590212 1.0\n", "-11.394518235101714 1.0\n", "----------------\n" ] } ], "source": [ "underShootLimit, exitflag_us = vehicle1.findUnderShootLimitD(2400.0, 0.1, -30.0,-2.0, 1E-10, 450.0)\n", "overShootLimit , exitflag_os = vehicle1.findOverShootLimitD(2400.0, 0.1, -30.0,-2.0, 1E-10, 450.0)\n", "\n", "print(\"450 km circ.\")\n", "print(\"----------------\")\n", "print(underShootLimit, exitflag_us)\n", "print(overShootLimit, exitflag_os)\n", "print(\"----------------\")\n", "\n", "underShootLimit, exitflag_us = vehicle2.findUnderShootLimitD(2400.0, 0.1, -30.0,-2.0, 1E-10, 33000.0)\n", "overShootLimit , exitflag_os = vehicle2.findOverShootLimitD(2400.0, 0.1, -30.0,-2.0, 1E-10, 33000.0)\n", "print(\"1-sol.\")\n", "print(\"----------------\")\n", "print(underShootLimit, exitflag_us)\n", "print(overShootLimit, exitflag_os)\n", "print(\"----------------\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The above numbers indicate that corridor bounds do not vary that much with atmospheric variations. The corridor is approximately 0.70 deg wide for both target orbits." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.7000000000000011" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "12.47 - 11.77" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.6900000000000013" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "12.14 - 11.45" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The mid-corridor is typically a good place to start. We will use the mean of the corridor bounds for the average atmosphere." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "-12.120000000000001" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "0.5*(-12.47-11.77) # 450 km" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "-11.795" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "0.5*(-12.14-11.45) # 1-sol" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will propogate a nominal guided trajectory to reproduce Fig. 10 from the paper." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "planet.loadAtmosphereModel('../atmdata/Mars/mars-gram-avg.dat', 0 , 1 ,2, 3)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "# Set planet.h_low to 10 km, if vehicle dips below this level\n", "# trajctory is terminated.\n", "planet.h_low=10.0E3\n", "\n", "# Set target orbit = 450 km x 450 km, tolerance = 50 km\n", "vehicle1.setTargetOrbitParams(450.0, 450.0, 20.0)\n", "vehicle2.setTargetOrbitParams(450.0, 33000.0, 20.0)\n", "\n", "# Set entry phase parameters\n", "# v_switch_kms = 2.0, lowAlt_km = 20.0, \n", "# numPoints_lowAlt = 101, hdot_threshold = -200.0 m/s.\n", "# These are somewhat arbitary based on experience.\n", "vehicle1.setDragEntryPhaseParams(2.0, 20.0, 101, -200.0)\n", "vehicle2.setDragEntryPhaseParams(2.0, 20.0, 101, -200.0)\n", "\n", "# Set beta_1 and beta_ratio\n", "vehicle1.setDragModulationVehicleParams(66.4,4.72)\n", "vehicle2.setDragModulationVehicleParams(66.4,4.72)\n", "\n", "# Set vehicle initial state\n", "vehicle1.setInitialState(150.0,0.0,0.0,5.74,0.0,-12.12,0.0,0.0)\n", "vehicle2.setInitialState(150.0,0.0,0.0,5.74,0.0,-11.80,0.0,0.0)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "# Propogate a single vehicle trajectory\n", "vehicle1.propogateGuidedEntryD(1.0,1.0,0.1,2400.0)\n", "vehicle2.propogateGuidedEntryD(1.0,1.0,0.1,2400.0)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(6,4))\n", "plt.rc('font',family='Times New Roman')\n", "params = {'mathtext.default': 'regular' }\n", "plt.rcParams.update(params)\n", "plt.plot(vehicle1.v_kms_full, vehicle1.h_km_full, 'r-', linewidth=2.0)\n", "plt.plot(vehicle2.v_kms_full, vehicle2.h_km_full, 'r--', linewidth=2.0)\n", "\n", "plt.xlabel('Planet-relative speed, km/s',fontsize=14)\n", "plt.ylabel('Altitude, km',fontsize=14)\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", "ax.tick_params(axis='x',labelsize=14)\n", "ax.tick_params(axis='y',labelsize=14)\n", "plt.grid(linestyle='dotted', linewidth=0.5)\n", "\n", "plt.savefig('../plots/werner-smallsat-nominal-altitude-speed-mars.png',bbox_inches='tight')\n", "plt.savefig('../plots/werner-smallsat-nominal-altitude-speed-mars.pdf', dpi=300,bbox_inches='tight')\n", "plt.savefig('../plots/werner-smallsat-nominal-altitude-speed-mars.eps', dpi=300,bbox_inches='tight')\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(6,4))\n", "plt.rc('font',family='Times New Roman')\n", "params = {'mathtext.default': 'regular' }\n", "plt.rcParams.update(params)\n", "plt.plot(vehicle1.v_kms_full, vehicle1.acc_net_g_full, 'g-', linewidth=2.0)\n", "plt.plot(vehicle2.v_kms_full, vehicle2.acc_net_g_full, 'g--', linewidth=2.0)\n", "\n", "plt.xlabel('Planet-relative speed, km/s',fontsize=14)\n", "plt.ylabel('Sensed Deceleration, g',fontsize=14)\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", "ax.tick_params(axis='x',labelsize=14)\n", "ax.tick_params(axis='y',labelsize=14)\n", "plt.grid(linestyle='dotted', linewidth=0.5)\n", "\n", "plt.savefig('../plots/werner-smallsat-nominal-speed-decel-mars.png',bbox_inches='tight')\n", "plt.savefig('../plots/werner-smallsat-nominal-speed-decel-mars.pdf', dpi=300,bbox_inches='tight')\n", "plt.savefig('../plots/werner-smallsat-nominal-speed-decel-mars.eps', dpi=300,bbox_inches='tight')\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(6,4))\n", "plt.rc('font',family='Times New Roman')\n", "params = {'mathtext.default': 'regular' }\n", "plt.rcParams.update(params)\n", "plt.plot(vehicle1.v_kms_full, vehicle1.q_stag_total_full, 'b-', linewidth=2.0)\n", "plt.plot(vehicle2.v_kms_full, vehicle2.q_stag_total_full, 'b--', linewidth=2.0)\n", "\n", "\n", "plt.xlabel('Planet-relative speed, km/s',fontsize=14)\n", "plt.ylabel('Heat rate, '+r'$W/cm^2$',fontsize=14)\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", "ax.tick_params(axis='x',labelsize=14)\n", "ax.tick_params(axis='y',labelsize=14)\n", "plt.grid(linestyle='dotted', linewidth=0.5)\n", "\n", "plt.savefig('../plots/werner-smallsat-nominal-speed-heat-mars.png',bbox_inches='tight')\n", "plt.savefig('../plots/werner-smallsat-nominal-speed-heat-mars.pdf', dpi=300,bbox_inches='tight')\n", "plt.savefig('../plots/werner-smallsat-nominal-speed-heat-mars.eps', dpi=300,bbox_inches='tight')\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "612.6745425743503" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vehicle1.terminal_apoapsis" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "32890.38040256599" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vehicle2.terminal_apoapsis" ] } ], "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 }