{ "cells": [ { "cell_type": "markdown", "id": "9e33a56f", "metadata": {}, "source": [ "# Example - 76 - Uranus Aerocapture - Mission Concept Study" ] }, { "cell_type": "markdown", "id": "274cb1a3", "metadata": {}, "source": [ "In this example, we illustrate the use of AMAT for a preliminary analysis of an aerocapture mission concept to Uranus.\n", "\n", "**Ground Rules and Assumptions**:\n", "\n", "1. The mission must launch between 2028 and 2038, and arrive at Uranus no later than 8 years after launch.\n", "2. The nominal orbiter and probe mass is 1700 kg and 300 kg respectively. \n", "3. The launch vehicle should be capable of launching a spacecraft at least 4000 kg in mass, assuming 2000 kg of useful delivered mass to Uranus orbit and 2000 kg of aerocapture system mass (including propellant for any deep space manuevers). \n", "4. Including 20% mass margin, the launch vehicle must have a launch capability of at least 5000 kg.\n", "5. The aerocapture vehicle will have a maximum L/D of 0.24 (using an MSL-derived aeroshell).\n", "6. The mission design must allow at least 1 deg. of theoretical corridor width (TCW) at Uranus.\n", "7. The maximum deceleration load is not to exceed 15g.\n", "8. The maximum stagnation-point peak heat rate is not to exceed 5000 W/cm^2.\n", "9. The maximum stagnation-point total heat load is not to exceed 200 kJ/cm^2.\n", "10. The mission must place the orbiter into an orbit with a near polar inclination.\n", "11. The maximum capability launch vehicle available is the Falcon Heavy Expendable.\n", "12. The initial capture orbit shall have an apoapsis altitude of 550,000 km." ] }, { "cell_type": "markdown", "id": "7cb81ed1", "metadata": {}, "source": [ "We use an existing feasibility chart from Girija et al. (2022) [Girija A. P. et al. Quantitative Assessment of Aerocapture and Applications to Future Missions, Journal of Spacecraft and Rockets, 2022](https://athulpg007.github.io/papers/1.a35214.pdf) for preliminary analysis. " ] }, { "cell_type": "markdown", "id": "d48718f2", "metadata": {}, "source": [ "## Tradespace Exploration" ] }, { "cell_type": "code", "execution_count": 107, "id": "d889cf4f", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 107, "metadata": { "image/png": { "width": 700 } }, "output_type": "execute_result" } ], "source": [ "from IPython.display import Image\n", "Image(filename=\"../plots/uranus-feasibility-chart-girija-et-al-2022.png\", width=700)" ] }, { "cell_type": "markdown", "id": "a6fe65a9", "metadata": {}, "source": [ "**Derived Mission Requirements**:\n", "\n", "1. Because of the assumption #5 that the maximum allowed vehicle L/D is 0.24, and assumption #6 that a 1 deg TCW is required, we immediately see that the interplanetary trajectory arrival $V_{\\infty}$ must be at least 20 km/s. This implies a high-energy trajectory is required. Because of requirement #8 that the maximum heat rate is not to exceed 5000 $W/cm^2$, we limit the maximum arrival $V_{\\infty}$ to 24 km/s.\n", "\n", "Let us now look at the available high-energy trajectory options to Uranus which satisfy the above derived mission requirement. We will first look at the launch capability vs launch date chart using AMAT. Requirement #4 states that the launch capability shoud be at least 5000 kg." ] }, { "cell_type": "code", "execution_count": 108, "id": "cc8e7e8a", "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 109, "id": "a5bc71ab", "metadata": {}, "outputs": [], "source": [ "from AMAT.launcher import Launcher\n", "from AMAT.interplanetary import Interplanetary" ] }, { "cell_type": "code", "execution_count": 110, "id": "ae4ec1f0", "metadata": {}, "outputs": [], "source": [ "interplanetary1 = Interplanetary(ID=\"Uranus High Energy\",\n", " datafile='../interplanetary-data-private/uranus/uranus-high-energy.xlsx',\n", " sheet_name='Sheet1',\n", " Lcdate_format=None)\n", "\n", "launcher1 = Launcher('Falcon Heavy Exp. with kick',\n", " datafile='../launcher-data/falcon-heavy-expendable-w-star-48.csv')" ] }, { "cell_type": "code", "execution_count": 111, "id": "d17d279b", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", "findfont: Font family ['Times New Roman'] not found. Falling back to DejaVu Sans.\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": {}, "output_type": "display_data" } ], "source": [ "interplanetary1.plot_launch_mass_vs_launch_date(launcherObj=launcher1)" ] }, { "cell_type": "markdown", "id": "ea401d77", "metadata": {}, "source": [ "It appears that there are some trajectories which have a launch capability exceeding 5000 kg within the desired launch window. Let us now look at the trajectories with launch mass, time of flight and arrival $V_{\\infty}$ combined in one chart." ] }, { "cell_type": "code", "execution_count": 112, "id": "490ee504", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", "The PostScript backend does not support transparency; partially transparent artists will be rendered opaque.\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "interplanetary1.plot_launch_mass_vs_TOF_with_vinf_colorbar(launcherObj=launcher1)" ] }, { "cell_type": "markdown", "id": "641f143a", "metadata": {}, "source": [ "It appears that there is small set of trajectories (indicated by yellow and red markers) which satisfy the following constraints:\n", "\n", "1. Launch capability >= 5000 kg with Falcon Heavy Expendable. (corresponding to $C_3$ <= 55)\n", "2. TOF <= 8 years.\n", "3. Arrival $V_{\\infty}$ >= 20 km/s, and $V_{\\infty}$ <= 24 km/s.\n", "\n", "We perform a query on the interplanetary trajectory dataset to filter these trajectories." ] }, { "cell_type": "markdown", "id": "e922f801", "metadata": {}, "source": [ "## Baseline Interplanetary Trajectory" ] }, { "cell_type": "code", "execution_count": 113, "id": "3fc367e6", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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BodiesTimesLcdateArrival DateLC3TOFDSMdvDSM MassArrivalVinf_VectorAvinfAdecUnnamed: 11PathsUnnamed: 13Unnamed: 14
11717[399 399 599 799]2031-07-18 2034-05-16 2035-09-09 2039-06-072031-07-182039-06-0752.2667.8860901.04864.379658[-9.511251449584961 17.8606014251709 0.2777369...20.237-48.836271NaNNaNNaNNaN
11740[399 399 599 799]2031-07-22 2034-05-16 2035-09-04 2039-05-182031-07-222039-05-1853.8667.8204621.04864.379658[-9.630807876586914 18.130252838134766 0.28104...20.531-48.894486NaNNaNNaNNaN
11745[399 399 599 799]2031-07-22 2034-05-24 2035-09-14 2039-06-172031-07-222039-06-1752.8237.9025980.84675.544505[-9.463287353515625 17.745807647705078 0.27622...20.113-48.803860NaNNaNNaNNaN
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" ], "text/plain": [ " Bodies Times \\\n", "11717 [399 399 599 799] 2031-07-18 2034-05-16 2035-09-09 2039-06-07 \n", "11740 [399 399 599 799] 2031-07-22 2034-05-16 2035-09-04 2039-05-18 \n", "11745 [399 399 599 799] 2031-07-22 2034-05-24 2035-09-14 2039-06-17 \n", "\n", " Lcdate Arrival Date LC3 TOF DSMdv DSM Mass \\\n", "11717 2031-07-18 2039-06-07 52.266 7.886090 1.04 864.379658 \n", "11740 2031-07-22 2039-05-18 53.866 7.820462 1.04 864.379658 \n", "11745 2031-07-22 2039-06-17 52.823 7.902598 0.84 675.544505 \n", "\n", " ArrivalVinf_Vector Avinf Adec \\\n", "11717 [-9.511251449584961 17.8606014251709 0.2777369... 20.237 -48.836271 \n", "11740 [-9.630807876586914 18.130252838134766 0.28104... 20.531 -48.894486 \n", "11745 [-9.463287353515625 17.745807647705078 0.27622... 20.113 -48.803860 \n", "\n", " Unnamed: 11 Paths Unnamed: 13 Unnamed: 14 \n", "11717 NaN NaN NaN NaN \n", "11740 NaN NaN NaN NaN \n", "11745 NaN NaN NaN NaN " ] }, "execution_count": 113, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = interplanetary1.df\n", "df[(df[\"TOF\"]<=8) & (df[\"Avinf\"]>=20) & (df[\"Avinf\"]<=24) & (df[\"LC3\"]<=55)]" ] }, { "cell_type": "markdown", "id": "18b8c0ca", "metadata": {}, "source": [ "We see that these trajectories belong to a group of EEJU trajectories launching between July and August 2031. For preliminary analysis, we arbitrarily choose trajectory #11740 as the initial baseline. We will now use the **AMAT.arrival** module to compute the arrival $V_{\\infty}$ and arrival declination for this trajectory." ] }, { "cell_type": "code", "execution_count": 114, "id": "919b9aba", "metadata": {}, "outputs": [], "source": [ "from astropy.time import Time\n", "from AMAT.arrival import Arrival\n", "\n", "arrival = Arrival()\n", "arrival.set_vinf_vec_from_lambert_arc('JUPITER',\n", " 'URANUS',\n", " Time(\"2035-09-04 00:00:00\", scale='tdb'),\n", " Time(\"2039-05-18 00:00:00\", scale='tdb'))" ] }, { "cell_type": "code", "execution_count": 115, "id": "5147199d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([-9.62521831, 16.51192666, 7.46493598])" ] }, "execution_count": 115, "metadata": {}, "output_type": "execute_result" } ], "source": [ "arrival.v_inf_vec" ] }, { "cell_type": "code", "execution_count": 116, "id": "73114d71", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "-48.89326200262988" ] }, "execution_count": 116, "metadata": {}, "output_type": "execute_result" } ], "source": [ "arrival.declination" ] }, { "cell_type": "markdown", "id": "fd28e6d1", "metadata": {}, "source": [ "We now compute an approach trajectory that minimizes the inclination of the initial capture orbit with respect to Uranus' equatorial plane. Note that the entry conditions (except the EFPA) is required to compute the aerocapture ebtry corridor, and hence this must be done iteratively. We arbitrarily choose an initial periapsis radius = 400 km which results in a planet-relative EFPA of -11.1 deg." ] }, { "cell_type": "code", "execution_count": 117, "id": "b4db1909", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "from AMAT.approach import Approach" ] }, { "cell_type": "markdown", "id": "0aa04a11", "metadata": {}, "source": [ "## Atmospheric Entry State" ] }, { "cell_type": "code", "execution_count": 118, "id": "3bf729b4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Entry altitude, km: 1000.0\n", "Entry longitude BI, deg: -15.22\n", "Entry latitude BI, deg: 75.55\n", "Atm. relative entry speed, km/s: 29.2877\n", "Atm. relative heading angle, deg: 88.687\n", "Atm. relative EFPA, deg: -10.5331\n", "Inclination, deg: 90.0\n" ] } ], "source": [ "approach1 = Approach(\"URANUS\", v_inf_vec_icrf_kms=arrival.v_inf_vec,\n", " rp=(25559+400)*1e3, psi=np.pi,\n", " is_entrySystem=True, h_EI=1000e3)\n", "\n", "print(\"Entry altitude, km: \"+ str(approach1.h_EI/1e3))\n", "print(\"Entry longitude BI, deg: \"+ str(round(approach1.longitude_entry_bi*180/np.pi, 2)))\n", "print(\"Entry latitude BI, deg: \"+ str(round(approach1.latitude_entry_bi*180/np.pi, 2)))\n", "print(\"Atm. relative entry speed, km/s: \"+str(round(approach1.v_entry_atm_mag/1e3, 4)))\n", "print(\"Atm. relative heading angle, deg: \"+str(round(approach1.heading_entry_atm*180/np.pi, 4)))\n", "print(\"Atm. relative EFPA, deg: \"+str(round(approach1.gamma_entry_atm*180/np.pi, 4)))\n", "\n", "print(\"Inclination, deg: \"+str(approach1.i*180/np.pi))" ] }, { "cell_type": "markdown", "id": "3dca09cb", "metadata": {}, "source": [ "Run the file ```example-76-uranus-approach.py``` for a visualization of the Uranus approach trajectory." ] }, { "cell_type": "code", "execution_count": 119, "id": "5c805937", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "execution_count": 119, "metadata": { "image/png": { "width": 700 } }, "output_type": "execute_result" } ], "source": [ "Image(filename=\"../plots/example-76-uranus-approach.png\", width=700)" ] }, { "cell_type": "markdown", "id": "f6ae5d33", "metadata": {}, "source": [ "Using the above entry conditions at Uranus atmospheric interface, we use **AMAT.vehicle** module to compute the aerocapture entry corridor for a vehicle with L/D = 0.24 and a nominal mean atmospheric profile for Uranus." ] }, { "cell_type": "markdown", "id": "7e317539", "metadata": {}, "source": [ "## Corridor Width and Limiting Trajectories" ] }, { "cell_type": "code", "execution_count": 120, "id": "6204ed7a", "metadata": {}, "outputs": [], "source": [ "# setup the Planet object\n", "from AMAT.planet import Planet\n", "planet=Planet(\"URANUS\")\n", "planet.h_skip = 1000e3\n", "planet.loadAtmosphereModel('../atmdata/Uranus/uranus-gram-avg.dat', 0 , 1 ,2, 3, heightInKmFlag=True)\n", "planet.h_low = 120e3\n", "planet.h_trap= 100e3" ] }, { "cell_type": "code", "execution_count": 121, "id": "65688dc0", "metadata": {}, "outputs": [], "source": [ "# Setup the vehicle object : assume m=3000 kg, beta=200 kg/m2\n", "from AMAT.vehicle import Vehicle\n", "vehicle=Vehicle('Titania', 3200.0, 146 , 0.24, np.pi*4.5**2.0, 0.0, 1.125, planet)\n", "vehicle.setInitialState(1000.0,-15.22,75.55,29.2877,88.687,-11.0 ,0.0,0.0)\n", "vehicle.setSolverParams(1E-6)" ] }, { "cell_type": "code", "execution_count": 122, "id": "a3857fc4", "metadata": {}, "outputs": [], "source": [ "# Compute the corridor bounds and TCW\n", "overShootLimit, exitflag_os = vehicle.findOverShootLimit2(2400.0,0.1,-25,-4.0,1E-10,500e3)\n", "underShootLimit, exitflag_us = vehicle.findUnderShootLimit2(2400.0,0.1,-25 ,-4.0,1E-10,500e3)" ] }, { "cell_type": "code", "execution_count": 28, "id": "43f3e18d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Overshoot limit : -11.0088 deg\n", "Undershoot limit : -12.0264 deg\n", "TCW: 1.0176 deg\n" ] } ], "source": [ "# print the overshoot and undershoot limits we just computed.\n", "print(\"Overshoot limit : \"+str('{:.4f}'.format(overShootLimit))+ \" deg\")\n", "print(\"Undershoot limit : \"+str('{:.4f}'.format(underShootLimit))+ \" deg\")\n", "print(\"TCW: \"+ str('{:.4f}'.format(overShootLimit-underShootLimit))+ \" deg\")" ] }, { "cell_type": "code", "execution_count": 29, "id": "b8200219", "metadata": {}, "outputs": [], "source": [ "# propogate the overshoot and undershoot trajectories\n", "vehicle.setInitialState(1000.0,-15.22,75.55,29.2877,88.687,overShootLimit ,0.0,0.0)\n", "vehicle.propogateEntry (2400.0,0.1,180.0)\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", "heatload_os = vehicle.heatload\n", "\n", "vehicle.setInitialState(1000.0,-15.22,75.55,29.2877,88.687,underShootLimit ,0.0,0.0)\n", "vehicle.propogateEntry (2400.0,0.1,0.0)\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", "heatload_us = vehicle.heatload" ] }, { "cell_type": "code", "execution_count": 30, "id": "a4f29e60", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot overshoot and undershoot trajectories\n", "fig = plt.figure()\n", "fig.set_size_inches([11 , 8])\n", "params = {'mathtext.default': 'regular' }\n", "plt.rcParams.update(params)\n", "\n", "plt.subplot(2, 2, 1)\n", "plt.plot(t_min_os , h_km_os, linestyle='solid' , color='xkcd:blue',linewidth=2.0, label='Overshoot')\n", "plt.plot(t_min_us , h_km_us, linestyle='solid' , color='xkcd:green',linewidth=2.0, label='Undershoot')\n", "plt.xlabel('Time, min',fontsize=10)\n", "plt.ylabel(\"Altitude, km\",fontsize=10)\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.tick_params(direction='in')\n", "plt.tick_params(axis='x',labelsize=10)\n", "plt.tick_params(axis='y',labelsize=10)\n", "plt.legend(loc='lower right', fontsize=10)\n", "\n", "\n", "plt.subplot(2, 2, 2)\n", "plt.plot(t_min_os , acc_net_g_os , linestyle='solid' , color='xkcd:blue',linewidth=2.0, label='Overshoot')\n", "plt.plot(t_min_us , acc_net_g_us, linestyle='solid' , color='xkcd:green',linewidth=2.0, label='Undershoot')\n", "plt.xlabel('Time, min',fontsize=10)\n", "plt.ylabel(\"Deceleration, g\",fontsize=10)\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.tick_params(direction='in')\n", "plt.tick_params(axis='x',labelsize=10)\n", "plt.tick_params(axis='y',labelsize=10)\n", "plt.legend(loc='upper right', fontsize=10)\n", "\n", "plt.subplot(2, 2, 3)\n", "plt.plot(t_min_os , q_stag_con_os+q_stag_rad_os, linestyle='solid' , color='xkcd:blue',linewidth=2.0, label='Overshoot')\n", "plt.plot(t_min_us , q_stag_con_us+q_stag_rad_us, linestyle='solid' , color='xkcd:green',linewidth=2.0, label='Undershoot')\n", "plt.xlabel('Time, min',fontsize=10)\n", "plt.ylabel(\"Heating, W/cm2\",fontsize=10)\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.tick_params(direction='in')\n", "plt.tick_params(axis='x',labelsize=10)\n", "plt.tick_params(axis='y',labelsize=10)\n", "plt.legend(loc='upper right', fontsize=10)\n", "\n", "plt.subplot(2, 2, 4)\n", "plt.plot(t_min_os , heatload_os/1e3 , linestyle='solid' , color='xkcd:blue',linewidth=2.0, label='Overshoot')\n", "plt.plot(t_min_us , heatload_us/1e3, linestyle='solid' , color='xkcd:green',linewidth=2.0, label='Undershoot')\n", "plt.xlabel('Time, min',fontsize=10)\n", "plt.ylabel(\"Heat load, kJ/cm2\",fontsize=10)\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.tick_params(direction='in')\n", "plt.tick_params(axis='x',labelsize=10)\n", "plt.tick_params(axis='y',labelsize=10)\n", "plt.legend(loc='lower right', fontsize=10)\n", "\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "0be83398", "metadata": {}, "source": [ "## Effect of mean density variations" ] }, { "cell_type": "code", "execution_count": 31, "id": "571f95f5", "metadata": {}, "outputs": [], "source": [ "from AMAT.planet import Planet\n", "from AMAT.vehicle import Vehicle" ] }, { "cell_type": "code", "execution_count": 32, "id": "cd9f5f0e", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 33, "id": "cb2d2ec8", "metadata": {}, "outputs": [], "source": [ "planet = Planet('URANUS')\n", "planet.loadAtmosphereModel('../atmdata/Uranus/uranus-gram-avg.dat', 0 , 1 ,2, 3, heightInKmFlag=True)\n", "planet.h_skip = 1000.0E3\n", "planet.h_low = 120e3\n", "planet.h_trap = 100e3" ] }, { "cell_type": "code", "execution_count": 34, "id": "249e0724", "metadata": {}, "outputs": [], "source": [ "ATM_height, ATM_density_low, ATM_density_avg, ATM_density_high, ATM_density_pert = planet.loadMonteCarloDensityFile2('../atmdata/Uranus/uranus-gram-mean-density-variations.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, 2201, 1)\n", "density_int_avg = planet.loadAtmosphereModel5(ATM_height, ATM_density_low, ATM_density_avg, ATM_density_high, ATM_density_pert, 0.0, 2201, 1)\n", "density_int_hig = planet.loadAtmosphereModel5(ATM_height, ATM_density_low, ATM_density_avg, ATM_density_high, ATM_density_pert, +3.0, 2201, 1)" ] }, { "cell_type": "code", "execution_count": 35, "id": "d6d1053e", "metadata": {}, "outputs": [], "source": [ "planet1 = Planet('URANUS')\n", "planet2 = Planet('URANUS')\n", "planet3 = Planet('URANUS')\n", "\n", "planet1.density_int = density_int_low\n", "planet2.density_int = density_int_avg\n", "planet3.density_int = density_int_hig" ] }, { "cell_type": "code", "execution_count": 36, "id": "1d4ee823", "metadata": {}, "outputs": [], "source": [ "h_array = np.linspace(0, 1000e3, 1001)\n", "\n", "d_min_arr = planet1.densityvectorized(h_array)\n", "d_avg_arr = planet2.densityvectorized(h_array)\n", "d_max_arr = planet3.densityvectorized(h_array)" ] }, { "cell_type": "code", "execution_count": 37, "id": "3c65b457", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure()\n", "fig.set_size_inches([6.25, 4.25])\n", "plt.plot(d_min_arr, h_array*1E-3, 'b-', linewidth=1.0, label=\"Minimum\")\n", "plt.plot(d_avg_arr, h_array*1E-3, 'g-', linewidth=1.0, label=\"Average\")\n", "plt.plot(d_max_arr, h_array*1E-3, 'r-', linewidth=1.0, label=\"Maximum\")\n", "plt.xlabel(\"Density, kg/m3\",fontsize=10)\n", "plt.ylabel(\"Altitude, km\",fontsize=10)\n", "plt.xscale('log')\n", "plt.yticks(fontsize=10)\n", "plt.xticks(np.logspace(-8, 0, 9), fontsize=10)\n", "plt.grid('on',linestyle='-', linewidth=0.2)\n", "\n", "ax=plt.gca()\n", "ax.xaxis.set_tick_params(direction='in', which='both')\n", "ax.yaxis.set_tick_params(direction='in', which='both')\n", "ax.xaxis.set_tick_params(width=2, length=8)\n", "ax.yaxis.set_tick_params(width=2, length=8)\n", "ax.xaxis.set_tick_params(width=1, length=6, which='minor')\n", "ax.yaxis.set_tick_params(width=1, length=6, which='minor')\n", "ax.xaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", "ax.xaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", "ax.yaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", "ax.yaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", "\n", "for axis in ['top', 'bottom', 'left', 'right']:\n", " ax.spines[axis].set_linewidth(2)\n", " \n", "plt.legend(loc='upper right', fontsize=10, framealpha=0.8)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 38, "id": "d1a380a8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Overshoot limit : -11.3102 deg\n", "Undershoot limit : -12.3240 deg\n", "TCW: 1.0138 deg\n" ] } ], "source": [ "planet.density_int = density_int_low\n", "\n", "vehicle=Vehicle('Titania', 3200.0, 146 , 0.24, np.pi*4.5**2.0, 0.0, 1.125, planet)\n", "vehicle.setInitialState(1000.0,-15.22,75.55,29.2877,88.687,-11.0 ,0.0,0.0)\n", "vehicle.setSolverParams(1E-6)\n", "\n", "# Compute the corridor bounds and TCW for low density atnosphere\n", "overShootLimit, exitflag_os = vehicle.findOverShootLimit2(2400.0,0.1,-25,-4.0,1E-10,500e3)\n", "underShootLimit, exitflag_us = vehicle.findUnderShootLimit2(2400.0,0.1,-25 ,-4.0,1E-10,500e3)\n", "\n", "# print the overshoot and undershoot limits we just computed.\n", "print(\"Overshoot limit : \"+str('{:.4f}'.format(overShootLimit))+ \" deg\")\n", "print(\"Undershoot limit : \"+str('{:.4f}'.format(underShootLimit))+ \" deg\")\n", "print(\"TCW: \"+ str('{:.4f}'.format(overShootLimit-underShootLimit))+ \" deg\")" ] }, { "cell_type": "code", "execution_count": 39, "id": "62090379", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Overshoot limit : -11.1238 deg\n", "Undershoot limit : -12.1418 deg\n", "TCW: 1.0180 deg\n" ] } ], "source": [ "planet.density_int = density_int_avg\n", "\n", "vehicle=Vehicle('Titania', 3200.0, 146 , 0.24, np.pi*4.5**2.0, 0.0, 1.125, planet)\n", "vehicle.setInitialState(1000.0,-15.22,75.55,29.2877,88.687,-11.0 ,0.0,0.0)\n", "vehicle.setSolverParams(1E-6)\n", "\n", "# Compute the corridor bounds and TCW for low density atnosphere\n", "overShootLimit, exitflag_os = vehicle.findOverShootLimit2(2400.0,0.1,-25,-4.0,1E-10,500e3)\n", "underShootLimit, exitflag_us = vehicle.findUnderShootLimit2(2400.0,0.1,-25 ,-4.0,1E-10,500e3)\n", "\n", "# print the overshoot and undershoot limits we just computed.\n", "print(\"Overshoot limit : \"+str('{:.4f}'.format(overShootLimit))+ \" deg\")\n", "print(\"Undershoot limit : \"+str('{:.4f}'.format(underShootLimit))+ \" deg\")\n", "print(\"TCW: \"+ str('{:.4f}'.format(overShootLimit-underShootLimit))+ \" deg\")" ] }, { "cell_type": "code", "execution_count": 40, "id": "b0a8a4a6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Overshoot limit : -10.9809 deg\n", "Undershoot limit : -12.0031 deg\n", "TCW: 1.0221 deg\n" ] } ], "source": [ "planet.density_int = density_int_hig\n", "\n", "vehicle=Vehicle('Titania', 3200.0, 146 , 0.24, np.pi*4.5**2.0, 0.0, 1.125, planet)\n", "vehicle.setInitialState(1000.0,-15.22,75.55,29.2877,88.687,-11.0 ,0.0,0.0)\n", "vehicle.setSolverParams(1E-6)\n", "\n", "# Compute the corridor bounds and TCW for low density atnosphere\n", "overShootLimit, exitflag_os = vehicle.findOverShootLimit2(2400.0,0.1,-25,-4.0,1E-10,500e3)\n", "underShootLimit, exitflag_us = vehicle.findUnderShootLimit2(2400.0,0.1,-25 ,-4.0,1E-10,500e3)\n", "\n", "# print the overshoot and undershoot limits we just computed.\n", "print(\"Overshoot limit : \"+str('{:.4f}'.format(overShootLimit))+ \" deg\")\n", "print(\"Undershoot limit : \"+str('{:.4f}'.format(underShootLimit))+ \" deg\")\n", "print(\"TCW: \"+ str('{:.4f}'.format(overShootLimit-underShootLimit))+ \" deg\")" ] }, { "cell_type": "markdown", "id": "75a5fb61", "metadata": {}, "source": [ "## Target EFPA selection" ] }, { "cell_type": "code", "execution_count": 41, "id": "c466f531", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from matplotlib.patches import Polygon\n", "\n", "fig = plt.figure()\n", "fig.set_size_inches([6.25,4.25])\n", " \n", "ax = plt.gca()\n", "\n", "\n", "x1 = [1.0, 1.0, 2.0, 2.0]\n", "y1 = [-12.3240, -11.3102, -11.3102, -12.3240]\n", "\n", "x2 = [2.0, 2.0, 3.0, 3.0]\n", "y2 = [-12.1418,-11.1238, -11.1238, -12.1418]\n", "\n", "x3 = [3.0, 3.0, 4.0, 4.0]\n", "y3 = [-12.0031, -10.9809 , -10.9809 , -12.0031]\n", "\n", "\n", "\n", "poly1 = Polygon( list(zip(x1,y1)), facecolor='xkcd:blue', edgecolor='k')\n", "ax.add_patch(poly1)\n", "\n", "poly2 = Polygon( list(zip(x2,y2)), facecolor='xkcd:green', edgecolor='k')\n", "ax.add_patch(poly2)\n", "\n", "poly3 = Polygon( list(zip(x3,y3)), facecolor='xkcd:red', edgecolor='k')\n", "ax.add_patch(poly3)\n", "\n", "\n", "plt.ylabel(\"Entry flight-path angle, deg\",fontsize=10)\n", "plt.xlabel(\"Atmospheric variability Min, Avg, Max\",fontsize=10)\n", "\n", "plt.tick_params(axis='x', # changes apply to the x-axis\n", " which='both', # both major and minor ticks are affected\n", " bottom=False, # ticks along the bottom edge are off\n", " top=False, # ticks along the top edge are off\n", " labelbottom=False) \n", "\n", "plt.axhline(y=-11.3102, linewidth=1.0, linestyle='dashed' ,color='xkcd:blue')\n", "plt.axhline(y=-12.0031, linewidth=1.0, linestyle='dashed' ,color='xkcd:red')\n", "plt.axhline(y=0.5*(-11.3102+-12.0031), linewidth=2.0, linestyle='dotted' ,color='xkcd:black')\n", "\n", "ax.tick_params(direction='in')\n", "ax.yaxis.set_ticks_position('both')\n", "\n", "\n", "ax.set_xlim([0.5, 4.5])\n", "ax.set_ylim([-12.5, -10.5])\n", "\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 42, "id": "a1c7a858", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "-11.656649999999999" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], "source": [ "0.5*(-11.3102+-12.0031)" ] }, { "cell_type": "markdown", "id": "49074577", "metadata": {}, "source": [ "## Guidance parameter selection" ] }, { "cell_type": "code", "execution_count": 43, "id": "fe1c5ffd", "metadata": {}, "outputs": [], "source": [ "planet = Planet('URANUS')\n", "planet.loadAtmosphereModel('../atmdata/Uranus/uranus-gram-avg.dat', 0 , 1 ,2, 3, heightInKmFlag=True)\n", "planet.h_skip = 1000.0E3\n", "planet.h_low = 120e3\n", "planet.h_trap = 100e3" ] }, { "cell_type": "code", "execution_count": 44, "id": "b9eb9343", "metadata": {}, "outputs": [], "source": [ "vehicle=Vehicle('Titania', 3200.0, 146 , 0.24, np.pi*4.5**2.0, 0.0, 1.125, planet)\n", "vehicle.setInitialState(1000.0,-15.22,75.55,29.2877,88.687,-11.8 ,0.0,0.0)\n", "vehicle.setSolverParams(1E-6)" ] }, { "cell_type": "code", "execution_count": 45, "id": "586641ef", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "findfont: Font family ['Times New Roman'] not found. Falling back to DejaVu Sans.\n", "findfont: Font family ['Times New Roman'] not found. Falling back to DejaVu Sans.\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "vehicle.propogateEntry2(200, 0.1, 0)\n", "\n", "# Values for -13.64 deg, these are the linear fit \n", "# y = ax + b parameters used to compute Ghdot and Gq (see refs.)\n", "a = -0.155\n", "b = 56000\n", "\n", "x_arr = np.linspace(260.0E3,350.0E3,101)\n", "y_arr = a*x_arr + b\n", "\n", "fig = plt.figure()\n", "fig.set_size_inches([4.25,4.25])\n", "plt.rc('font',family='Times New Roman')\n", "params = {'mathtext.default': 'regular' } \n", "plt.rcParams.update(params)\n", "\n", "plt.plot(vehicle.h_kmc*1E3,vehicle.dyn_pres_atm*1.01325E5,'r-',linewidth=3.0)\n", "\n", "plt.xlim(100.0E3, 700.0E3)\n", "#plt.ylim(0.0,12500.0)\n", "\n", "plt.plot(x_arr,y_arr,color='k',linewidth=2.0,linestyle='dashed')\n", "plt.xlabel(\"Altitude, m\", fontsize=10)\n", "plt.ylabel(\"Dynamic pressure, Pa \",fontsize=10)\n", "\n", "plt.xticks(np.array([200.0E3 ,300E3, 400.00E3, 500e3, 600.0E3]),fontsize=10)\n", "\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=10)\n", "ax.tick_params(axis='y',labelsize=10)\n", "ax.tick_params(direction='in')\n", "\n", "ax.xaxis.set_tick_params(direction='in', which='both')\n", "ax.yaxis.set_tick_params(direction='in', which='both')\n", "ax.xaxis.set_tick_params(width=2, length=8)\n", "ax.yaxis.set_tick_params(width=2, length=8)\n", "ax.xaxis.set_tick_params(width=1, length=6, which='minor')\n", "ax.yaxis.set_tick_params(width=1, length=6, which='minor')\n", "ax.xaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", "ax.xaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", "ax.yaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", "ax.yaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", "\n", "ax.annotate(r'$\\bar{q} = -0.155h + 56000$',\n", " xy=(348586, 9103.4) ,\n", " xytext=(431181, 9103.4),\n", " arrowprops=dict(arrowstyle=\"<-\"), va=\"center\", ha=\"left\", fontsize=9)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 46, "id": "54aa8b55", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "8.960573476702512" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" } ], "source": [ "0.05**2*200/(0.36*0.155)" ] }, { "cell_type": "code", "execution_count": 47, "id": "20f159ac", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "83.33333333333334" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "2*1.5*0.05*200/0.36" ] }, { "cell_type": "markdown", "id": "3af6318d", "metadata": {}, "source": [ "## Target EFPA trade space studies" ] }, { "cell_type": "markdown", "id": "dd4b4ce2", "metadata": {}, "source": [ "### EFPA = -11.8" ] }, { "cell_type": "code", "execution_count": 64, "id": "343edb6d", "metadata": {}, "outputs": [], "source": [ "vehicle=Vehicle('Titania', 3200.0, 146 , 0.24, np.pi*4.5**2.0, 0.0, 1.125, planet)\n", "vehicle.setInitialState(1000.0,-15.22,75.55,29.2877,88.687,-11.8 ,0.0,0.0)\n", "vehicle.setSolverParams(1E-6)\n", "# Set the guidance parameters described in the paper.\n", "# See the function description for parameter details.\n", "\n", "# Set max roll rate constraint to 30 deg/s\n", "vehicle.setMaxRollRate(30.0)\n", "\n", "# Set Ghdot = 83\n", "# Set Gq = 9.0\n", "# Set v_switch_kms = 16.0 :: this parameter is not really used, and should just be set to low value\n", "# Set low_Alt_km = 120\n", "# Set numPoints_lowAlt = 101\n", "# Set hdot_threshold = -500 m/s\n", "vehicle.setEquilibriumGlideParams(83.0, 9.0, 16.0, 120.0, 101, -500.0)\n", "\n", "# Set target orbit parameters\n", "# periapsis = 4000.0 km\n", "# apoapsis = 550,000 km :: set slightly above target (500e3) to account for bias in targeting algorithm\n", "# apoapsis tolerance = 10 km\n", "vehicle.setTargetOrbitParams(4000.0, 550.0E3, 10.0E3)" ] }, { "cell_type": "code", "execution_count": 65, "id": "0d7d9adc", "metadata": {}, "outputs": [], "source": [ "# Set path to atmfiles with randomly perturbed atmosphere files.\n", "atmfiles = ['../atmdata/Uranus/perturbed/G-01.txt',\n", " '../atmdata/Uranus/perturbed/G-02.txt',\n", " '../atmdata/Uranus/perturbed/G-03.txt',\n", " '../atmdata/Uranus/perturbed/G-04.txt',\n", " '../atmdata/Uranus/perturbed/G-05.txt']" ] }, { "cell_type": "code", "execution_count": 66, "id": "60aca706", "metadata": {}, "outputs": [], "source": [ "vehicle.setupMonteCarloSimulation(1201, 200, atmfiles, 0, 1, 2, 3, 4, True, \\\n", " -11.80, 0.11, 0.24, 0.013, 0.5, 0.1, 2400.0)" ] }, { "cell_type": "code", "execution_count": 67, "id": "14e1c395", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "RUN #: 1, SAMPLE #: 124, EFPA: -11.87, SIGMA: -0.73, LD: 0.27, APO : 489178.15\n", "RUN #: 2, SAMPLE #: 59, EFPA: -11.96, SIGMA: -0.49, LD: 0.25, APO : 555434.96\n", "RUN #: 3, SAMPLE #: 186, EFPA: -11.83, SIGMA: 0.70, LD: 0.24, APO : 521588.42\n", "RUN #: 4, SAMPLE #: 168, EFPA: -11.56, SIGMA: -0.31, LD: 0.23, APO : 553822.98\n", "RUN #: 5, SAMPLE #: 75, EFPA: -11.77, SIGMA: 0.52, LD: 0.23, APO : 587262.09\n", "RUN #: 6, SAMPLE #: 166, EFPA: -11.81, SIGMA: -0.74, LD: 0.24, APO : 611073.09\n", "RUN #: 7, SAMPLE #: 66, EFPA: -11.87, SIGMA: -0.78, LD: 0.24, APO : 517974.55\n", "RUN #: 8, SAMPLE #: 192, EFPA: -11.73, SIGMA: -0.13, LD: 0.25, APO : 536335.47\n", "RUN #: 9, SAMPLE #: 49, EFPA: -11.87, SIGMA: -0.53, LD: 0.25, APO : 527746.40\n", "RUN #: 10, SAMPLE #: 189, EFPA: -11.74, SIGMA: 2.06, LD: 0.27, APO : 570224.99\n", "RUN #: 11, SAMPLE #: 178, EFPA: -11.75, SIGMA: -0.11, LD: 0.22, APO : 536677.68\n", "RUN #: 12, SAMPLE #: 184, EFPA: -11.75, SIGMA: 0.86, LD: 0.22, APO : 576590.40\n", "RUN #: 13, SAMPLE #: 154, EFPA: -11.95, SIGMA: 0.75, LD: 0.23, APO : 553532.73\n", "RUN #: 14, SAMPLE #: 155, EFPA: -11.91, SIGMA: 1.81, LD: 0.25, APO : 622772.46\n", "RUN 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SIGMA: 1.27, LD: 0.23, APO : 560785.13\n", "RUN #: 87, SAMPLE #: 173, EFPA: -11.66, SIGMA: 0.84, LD: 0.22, APO : 539804.79\n", "RUN #: 88, SAMPLE #: 127, EFPA: -11.63, SIGMA: -0.25, LD: 0.23, APO : 602266.32\n", "RUN #: 89, SAMPLE #: 180, EFPA: -11.91, SIGMA: 0.09, LD: 0.23, APO : 506012.36\n", "RUN #: 90, SAMPLE #: 100, EFPA: -11.54, SIGMA: -1.94, LD: 0.26, APO : 534191.43\n", "RUN #: 91, SAMPLE #: 174, EFPA: -11.69, SIGMA: -0.25, LD: 0.28, APO : 538273.40\n", "RUN #: 92, SAMPLE #: 98, EFPA: -11.87, SIGMA: -0.35, LD: 0.24, APO : 493357.71\n", "RUN #: 93, SAMPLE #: 11, EFPA: -11.74, SIGMA: -1.84, LD: 0.23, APO : 555147.25\n", "RUN #: 94, SAMPLE #: 26, EFPA: -11.69, SIGMA: -1.10, LD: 0.24, APO : 547965.66\n", "RUN #: 95, SAMPLE #: 198, EFPA: -11.85, SIGMA: -1.82, LD: 0.25, APO : 553437.75\n", "RUN #: 96, SAMPLE #: 58, EFPA: -11.78, SIGMA: -3.29, LD: 0.23, APO : 527563.95\n", "RUN #: 97, SAMPLE #: 158, EFPA: -11.60, SIGMA: -0.64, LD: 0.26, APO : 460799.72\n", "RUN #: 98, SAMPLE #: 134, EFPA: -11.90, SIGMA: 0.47, LD: 0.24, APO : 528461.49\n", "RUN #: 99, SAMPLE #: 188, EFPA: -11.82, SIGMA: -0.49, LD: 0.24, APO : 554720.46\n", "RUN #: 100, SAMPLE #: 144, EFPA: -11.95, SIGMA: -0.62, LD: 0.24, APO : 525750.87\n" ] } ], "source": [ "vehicle.runMonteCarlo2(100, '../data/uranus2022/MCBX6')" ] }, { "cell_type": "code", "execution_count": 68, "id": "f47d7299", "metadata": {}, "outputs": [], "source": [ "p1 = np.loadtxt('../data/uranus2022/MCBX6/terminal_periapsis_arr.txt')\n", "x1 = np.loadtxt('../data/uranus2022/MCBX6/terminal_apoapsis_arr.txt')\n", "y1 = np.loadtxt('../data/uranus2022/MCBX6/acc_net_g_max_arr.txt')\n", "z1 = np.loadtxt('../data/uranus2022/MCBX6/q_stag_max_arr.txt')\n", "h1 = np.loadtxt('../data/uranus2022/MCBX6/heatload_max_arr.txt')\n", "u1 = np.loadtxt('../data/uranus2022/MCBX6/periapsis_raise_DV_arr.txt')\n", "v1 = np.loadtxt('../data/uranus2022/MCBX6/apoapsis_raise_DV_arr.txt')" ] }, { "cell_type": "code", "execution_count": 69, "id": "7440cbee", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize = (6.5, 3.5))\n", "fig.tight_layout()\n", "plt.subplots_adjust(wspace=0.30)\n", "\n", "axes[0].hist(x1/1000.0, bins=10, color='xkcd:periwinkle')\n", "axes[0].set_xlabel('Apoapsis altitude x '+r'$10^3$'+', km', fontsize=10)\n", "axes[0].set_ylabel('Number of cases', fontsize=10)\n", "\n", "axes[0].tick_params(direction='in')\n", "axes[0].yaxis.set_ticks_position('both')\n", "axes[0].xaxis.set_ticks_position('both')\n", "axes[0].tick_params(axis='x',labelsize=10)\n", "axes[0].tick_params(axis='y',labelsize=10)\n", "\n", "\n", "axes[1].plot(p1, x1/1000.0, 'bo', markersize=5, mfc='None')\n", "\n", "axes[1].set_xlabel('Periapsis altitude, km',fontsize=10)\n", "axes[1].set_ylabel('Apoapsis altitude x '+r'$10^3$'+', km', fontsize=10)\n", "\n", "\n", "axes[1].tick_params(direction='in')\n", "axes[1].yaxis.set_ticks_position('both')\n", "axes[1].xaxis.set_ticks_position('both')\n", "axes[1].tick_params(axis='x',labelsize=10)\n", "axes[1].tick_params(axis='y',labelsize=10)\n", "\n", "for ax in axes:\n", " ax.xaxis.set_tick_params(direction='in', which='both')\n", " ax.yaxis.set_tick_params(direction='in', which='both')\n", " ax.xaxis.set_tick_params(width=1, length=8)\n", " ax.yaxis.set_tick_params(width=1, length=8)\n", " ax.xaxis.set_tick_params(width=1, length=6, which='minor')\n", " ax.yaxis.set_tick_params(width=1, length=6, which='minor')\n", " ax.xaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", " ax.xaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", " ax.yaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", " ax.yaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", " \n", " for axis in ['top', 'bottom', 'left', 'right']:\n", " ax.spines[axis].set_linewidth(2)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 70, "id": "acd037cf", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize = (6.5, 3.5))\n", "fig.tight_layout()\n", "plt.subplots_adjust(wspace=0.30)\n", "\n", "axes[0].plot(y1, z1, 'ro', markersize=5, mfc='None')\n", "axes[0].set_xlabel('Peak deceleration, Earth g', fontsize=10)\n", "axes[0].set_ylabel('Peak stagnation-point heat rate, '+r'$W/cm^2$', fontsize=10)\n", "axes[0].tick_params(direction='in')\n", "axes[0].yaxis.set_ticks_position('both')\n", "axes[0].xaxis.set_ticks_position('both')\n", "axes[0].tick_params(axis='x',labelsize=10)\n", "axes[0].tick_params(axis='y',labelsize=10)\n", "\n", "axes[1].plot(z1, h1, 'go', markersize=5, mfc='None')\n", "axes[1].set_xlabel('Peak stagnation-point heat rate, '+r'$W/cm^2$', fontsize=10)\n", "axes[1].set_ylabel('Peak stagnation-point heat load, '+r'$kJ/cm^2$', fontsize=10)\n", "axes[1].tick_params(direction='in')\n", "axes[1].yaxis.set_ticks_position('both')\n", "axes[1].xaxis.set_ticks_position('both')\n", "axes[1].tick_params(axis='x',labelsize=10)\n", "axes[1].tick_params(axis='y',labelsize=10)\n", "\n", "\n", "\n", "for ax in axes:\n", " ax.xaxis.set_tick_params(direction='in', which='both')\n", " ax.yaxis.set_tick_params(direction='in', which='both')\n", " ax.xaxis.set_tick_params(width=1, length=8)\n", " ax.yaxis.set_tick_params(width=1, length=8)\n", " ax.xaxis.set_tick_params(width=1, length=6, which='minor')\n", " ax.yaxis.set_tick_params(width=1, length=6, which='minor')\n", " ax.xaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", " ax.xaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", " ax.yaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", " ax.yaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", " \n", " for axis in ['top', 'bottom', 'left', 'right']:\n", " ax.spines[axis].set_linewidth(2)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 72, "id": "f5361140", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize = (6.5, 3.5))\n", "fig.tight_layout()\n", "plt.subplots_adjust(wspace=0.30)\n", "\n", "axes[0].hist(u1, bins=10, color='xkcd:periwinkle')\n", "axes[0].set_xlabel('Periapse raise '+r'$\\Delta V$'+', m/s', fontsize=10)\n", "axes[0].set_ylabel('Number of cases', fontsize=10)\n", "axes[0].tick_params(direction='in')\n", "axes[0].yaxis.set_ticks_position('both')\n", "axes[0].xaxis.set_ticks_position('both')\n", "axes[0].tick_params(axis='x',labelsize=10)\n", "axes[0].tick_params(axis='y',labelsize=10)\n", "\n", "axes[1].hist(v1, bins=10, color='xkcd:orange')\n", "axes[1].set_xlabel('Apoapsis correction '+r'$\\Delta V$'+', m/s', fontsize=10)\n", "axes[1].set_ylabel('Number of cases', fontsize=10)\n", "axes[1].tick_params(direction='in')\n", "axes[1].yaxis.set_ticks_position('both')\n", "axes[1].xaxis.set_ticks_position('both')\n", "axes[1].tick_params(axis='x',labelsize=10)\n", "axes[1].tick_params(axis='y',labelsize=10)\n", "\n", "\n", "\n", "for ax in axes:\n", " ax.xaxis.set_tick_params(direction='in', which='both')\n", " ax.yaxis.set_tick_params(direction='in', which='both')\n", " ax.xaxis.set_tick_params(width=1, length=8)\n", " ax.yaxis.set_tick_params(width=1, length=8)\n", " ax.xaxis.set_tick_params(width=1, length=6, which='minor')\n", " ax.yaxis.set_tick_params(width=1, length=6, which='minor')\n", " ax.xaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", " ax.xaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", " ax.yaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", " ax.yaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", " \n", " for axis in ['top', 'bottom', 'left', 'right']:\n", " ax.spines[axis].set_linewidth(2)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "83659ff9", "metadata": {}, "source": [ "### Target EFPA = -11.7" ] }, { "cell_type": "code", "execution_count": 77, "id": "ca3ea3eb", "metadata": {}, "outputs": [], "source": [ "vehicle=Vehicle('Titania', 3200.0, 146 , 0.24, np.pi*4.5**2.0, 0.0, 1.125, planet)\n", "vehicle.setInitialState(1000.0,-15.22,75.55,29.2877,88.687,-11.7 ,0.0,0.0)\n", "vehicle.setSolverParams(1E-6)\n", "# Set the guidance parameters described in the paper.\n", "# See the function description for parameter details.\n", "\n", "# Set max roll rate constraint to 30 deg/s\n", "vehicle.setMaxRollRate(30.0)\n", "\n", "# Set Ghdot = 83\n", "# Set Gq = 9.0\n", "# Set v_switch_kms = 16.0 :: this parameter is not really used, and should just be set to low value\n", "# Set low_Alt_km = 120\n", "# Set numPoints_lowAlt = 101\n", "# Set hdot_threshold = -500 m/s\n", "vehicle.setEquilibriumGlideParams(83.0, 9.0, 16.0, 120.0, 101, -500.0)\n", "\n", "# Set target orbit parameters\n", "# periapsis = 4000.0 km\n", "# apoapsis = 550,000 km :: set slightly above target (500e3) to account for bias in targeting algorithm\n", "# apoapsis tolerance = 10 km\n", "vehicle.setTargetOrbitParams(4000.0, 550.0E3, 10.0E3)" ] }, { "cell_type": "code", "execution_count": 78, "id": "06cd0745", "metadata": {}, "outputs": [], "source": [ "vehicle.setupMonteCarloSimulation(1201, 200, atmfiles, 0, 1, 2, 3, 4, True, \\\n", " -11.70, 0.10, 0.24, 0.013, 0.5, 0.1, 2400.0)" ] }, { "cell_type": "code", "execution_count": 79, "id": "9b50c8d1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "RUN #: 1, SAMPLE #: 148, EFPA: -11.85, SIGMA: 0.92, LD: 0.24, APO : 557826.65\n", "RUN #: 2, SAMPLE #: 18, EFPA: -11.48, SIGMA: -1.23, LD: 0.25, APO : 519030.85\n", "RUN #: 3, SAMPLE #: 29, EFPA: -11.58, SIGMA: -0.03, LD: 0.26, APO : 518680.67\n", "RUN #: 4, SAMPLE #: 190, EFPA: -11.59, SIGMA: -1.19, LD: 0.26, APO : 509971.10\n", "RUN #: 5, SAMPLE #: 191, EFPA: -11.60, SIGMA: 0.90, LD: 0.23, APO : 485353.20\n", "RUN #: 6, SAMPLE #: 55, EFPA: -11.89, SIGMA: -0.39, LD: 0.25, APO : 499384.48\n", "RUN #: 7, SAMPLE #: 157, EFPA: -11.97, SIGMA: 1.70, LD: 0.24, APO : 457233.10\n", "RUN #: 8, SAMPLE #: 123, EFPA: -11.69, SIGMA: 1.64, LD: 0.24, APO : 524483.68\n", "RUN #: 9, SAMPLE #: 53, EFPA: -11.77, SIGMA: -1.34, LD: 0.25, APO : 535265.77\n", "RUN #: 10, SAMPLE #: 155, EFPA: -11.78, SIGMA: 0.88, LD: 0.26, APO : 474372.33\n", "RUN #: 11, SAMPLE #: 19, EFPA: -11.74, SIGMA: -0.39, LD: 0.23, APO : 526235.81\n", "RUN #: 12, SAMPLE #: 43, EFPA: -11.66, SIGMA: -0.65, LD: 0.22, APO : 585300.34\n", "RUN #: 13, SAMPLE #: 63, EFPA: -11.75, SIGMA: 0.70, LD: 0.24, APO : 612597.09\n", "RUN #: 14, SAMPLE #: 187, EFPA: -11.56, SIGMA: -0.39, LD: 0.24, APO : 546668.71\n", "RUN #: 15, SAMPLE #: 166, EFPA: -11.72, SIGMA: -0.44, LD: 0.27, APO : 557099.66\n", "RUN #: 16, SAMPLE #: 81, EFPA: -11.61, SIGMA: 0.95, LD: 0.25, APO : 491509.85\n", "RUN #: 17, SAMPLE #: 54, EFPA: -11.76, SIGMA: 2.16, LD: 0.26, APO : 515690.73\n", "RUN #: 18, SAMPLE #: 147, EFPA: -11.86, SIGMA: -0.36, LD: 0.24, APO : 502596.58\n", "RUN #: 19, SAMPLE #: 54, EFPA: -11.68, SIGMA: 0.50, LD: 0.22, APO : 555796.61\n", "RUN #: 20, SAMPLE #: 140, EFPA: -11.74, SIGMA: -0.04, LD: 0.24, APO : 499718.12\n", "RUN #: 21, SAMPLE #: 196, EFPA: -11.70, SIGMA: -0.52, LD: 0.22, APO : 510639.62\n", "RUN #: 22, SAMPLE #: 4, EFPA: -11.62, SIGMA: -1.05, LD: 0.25, APO : 516674.32\n", "RUN #: 23, SAMPLE #: 25, EFPA: -11.85, SIGMA: -1.02, LD: 0.24, APO : 494139.00\n", "RUN #: 24, SAMPLE #: 50, EFPA: -11.82, SIGMA: -1.07, LD: 0.24, APO : 532352.91\n", "RUN #: 25, SAMPLE #: 42, EFPA: -11.63, SIGMA: -0.43, LD: 0.26, APO : 503596.82\n", "RUN #: 26, SAMPLE #: 52, EFPA: -11.89, SIGMA: 0.13, LD: 0.25, APO : 509366.37\n", "RUN #: 27, SAMPLE #: 83, EFPA: -11.74, SIGMA: -0.66, LD: 0.24, APO : 547647.53\n", "RUN #: 28, SAMPLE #: 163, EFPA: -11.57, SIGMA: -0.16, LD: 0.22, APO : 563814.90\n", "RUN #: 29, SAMPLE #: 40, EFPA: -11.66, SIGMA: 3.37, LD: 0.25, APO : 527337.20\n", "RUN #: 30, SAMPLE #: 179, EFPA: -11.61, SIGMA: 1.06, LD: 0.23, APO : 538492.56\n", "RUN #: 31, SAMPLE #: 2, EFPA: -11.82, SIGMA: 1.17, LD: 0.25, APO : 519665.85\n", "RUN #: 32, SAMPLE #: 53, EFPA: -11.87, SIGMA: -1.62, LD: 0.26, APO : 514916.36\n", "RUN #: 33, SAMPLE #: 31, EFPA: -11.70, SIGMA: -0.33, LD: 0.24, APO : 557750.71\n", "RUN #: 34, SAMPLE #: 69, EFPA: -11.68, SIGMA: -0.89, LD: 0.26, APO : 490546.83\n", "RUN #: 35, SAMPLE #: 96, EFPA: -11.66, SIGMA: -1.27, LD: 0.25, APO : 550474.30\n", "RUN #: 36, SAMPLE #: 15, EFPA: -11.54, SIGMA: 0.88, LD: 0.24, APO : 493125.59\n", "RUN #: 37, SAMPLE #: 80, EFPA: -11.58, SIGMA: -0.70, LD: 0.24, APO : 520324.72\n", "RUN #: 38, SAMPLE #: 167, EFPA: -11.72, SIGMA: -0.57, LD: 0.23, APO : 542401.57\n", "RUN #: 39, SAMPLE #: 183, EFPA: -11.60, SIGMA: -0.85, LD: 0.24, APO : 560494.13\n", "RUN #: 40, SAMPLE #: 171, EFPA: -11.56, SIGMA: 0.87, LD: 0.22, APO : 508127.65\n", "RUN #: 41, SAMPLE #: 80, EFPA: -11.78, SIGMA: 1.23, LD: 0.26, APO : 535020.88\n", "RUN #: 42, SAMPLE #: 199, EFPA: -11.56, SIGMA: 0.16, LD: 0.26, APO : 502745.26\n", "RUN #: 43, SAMPLE #: 71, EFPA: -11.57, SIGMA: 0.99, LD: 0.25, APO : 560906.94\n", "RUN #: 44, SAMPLE #: 161, EFPA: -11.71, SIGMA: -0.46, LD: 0.24, APO : 538933.55\n", "RUN #: 45, SAMPLE #: 135, EFPA: -11.66, SIGMA: 0.22, LD: 0.25, APO : 501142.07\n", "RUN #: 46, SAMPLE #: 3, EFPA: -11.84, SIGMA: 1.16, LD: 0.22, APO : 580335.41\n", "RUN #: 47, SAMPLE #: 106, EFPA: -11.61, SIGMA: 0.72, LD: 0.24, APO : 545932.98\n", "RUN #: 48, SAMPLE #: 152, EFPA: -11.72, SIGMA: -0.84, LD: 0.23, APO : 501268.34\n", "RUN #: 49, SAMPLE #: 31, EFPA: -11.46, SIGMA: 0.44, LD: 0.22, APO : 535997.33\n", "RUN #: 50, SAMPLE #: 194, EFPA: -11.63, SIGMA: 0.18, LD: 0.25, APO : 509815.39\n", "RUN #: 51, SAMPLE #: 112, EFPA: -11.89, SIGMA: -1.32, LD: 0.22, APO : 555273.37\n", "RUN #: 52, SAMPLE #: 33, EFPA: -11.86, SIGMA: -0.45, LD: 0.24, APO : 481073.64\n", "RUN #: 53, SAMPLE #: 54, EFPA: -11.51, SIGMA: -0.91, LD: 0.24, APO : 478263.19\n", "RUN #: 54, SAMPLE #: 58, EFPA: -11.70, SIGMA: -1.20, LD: 0.24, APO : 570301.02\n", "RUN #: 55, SAMPLE #: 70, EFPA: -11.61, SIGMA: 0.05, LD: 0.22, APO : 468911.28\n", "RUN #: 56, SAMPLE #: 2, EFPA: -11.62, SIGMA: -0.29, LD: 0.25, APO : 467895.50\n", "RUN #: 57, SAMPLE #: 77, EFPA: -11.72, SIGMA: 0.81, LD: 0.22, APO : 515941.92\n", "RUN #: 58, SAMPLE #: 101, EFPA: -11.53, SIGMA: -1.02, LD: 0.24, APO : 497926.28\n", "RUN #: 59, SAMPLE #: 131, EFPA: -11.64, SIGMA: 1.26, LD: 0.27, APO : 554018.11\n", "RUN #: 60, SAMPLE #: 196, EFPA: -11.83, SIGMA: -0.72, LD: 0.26, APO : 501703.31\n", "RUN #: 61, SAMPLE #: 156, EFPA: -11.56, SIGMA: 0.30, LD: 0.23, APO : 483683.40\n", "RUN #: 62, SAMPLE #: 171, EFPA: -11.67, SIGMA: 0.79, LD: 0.24, APO : 513895.37\n", "RUN #: 63, SAMPLE #: 179, EFPA: -11.66, SIGMA: 1.82, LD: 0.25, APO : 514078.99\n", "RUN #: 64, SAMPLE #: 167, EFPA: -11.66, SIGMA: 1.72, LD: 0.24, APO : 487082.33\n", "RUN #: 65, SAMPLE #: 134, EFPA: -11.62, SIGMA: 0.43, LD: 0.24, APO : 508698.81\n", "RUN #: 66, SAMPLE #: 2, EFPA: -11.84, SIGMA: -2.27, LD: 0.25, APO : 455202.88\n", "RUN #: 67, SAMPLE #: 66, EFPA: -11.80, SIGMA: 1.53, LD: 0.24, APO : 516032.55\n", "RUN #: 68, SAMPLE #: 186, EFPA: -11.66, SIGMA: 1.59, LD: 0.23, APO : 516595.89\n", "RUN #: 69, SAMPLE #: 101, EFPA: -11.56, SIGMA: 0.20, LD: 0.24, APO : 500066.66\n", "RUN #: 70, SAMPLE #: 4, EFPA: -11.49, SIGMA: 1.17, LD: 0.26, APO : 475251.92\n", "RUN #: 71, SAMPLE #: 6, EFPA: -11.77, SIGMA: 0.41, LD: 0.25, APO : 541650.75\n", "RUN #: 72, SAMPLE #: 104, EFPA: -11.65, SIGMA: 1.81, LD: 0.25, APO : 496787.97\n", "RUN #: 73, SAMPLE #: 3, EFPA: -11.80, SIGMA: -1.69, LD: 0.23, APO : 545225.85\n", "RUN #: 74, SAMPLE #: 138, EFPA: -11.75, SIGMA: 0.28, LD: 0.25, APO : 484244.36\n", "RUN #: 75, SAMPLE #: 63, EFPA: -11.94, SIGMA: 1.09, LD: 0.23, APO : 548646.53\n", "RUN #: 76, SAMPLE #: 119, EFPA: -11.71, SIGMA: -1.83, LD: 0.22, APO : 590160.33\n", "RUN #: 77, SAMPLE #: 92, EFPA: -11.68, SIGMA: -1.51, LD: 0.24, APO : 508263.38\n", "RUN #: 78, SAMPLE #: 186, EFPA: -11.83, SIGMA: -1.57, LD: 0.25, APO : 568313.75\n", "RUN #: 79, SAMPLE #: 163, EFPA: -11.78, SIGMA: -0.23, LD: 0.26, APO : 534259.13\n", "RUN #: 80, SAMPLE #: 139, EFPA: -11.64, SIGMA: 0.55, LD: 0.24, APO : 509232.45\n", "RUN #: 81, SAMPLE #: 89, EFPA: -11.95, SIGMA: 1.04, LD: 0.24, APO : 603056.68\n", "RUN #: 82, SAMPLE #: 106, EFPA: -11.50, SIGMA: 1.99, LD: 0.25, APO : 537372.82\n", "RUN #: 83, SAMPLE #: 96, EFPA: -11.73, SIGMA: -0.71, LD: 0.22, APO : 533967.67\n", "RUN #: 84, SAMPLE #: 79, EFPA: -11.74, SIGMA: -0.54, LD: 0.24, APO : 492560.81\n", "RUN #: 85, SAMPLE #: 158, EFPA: -11.91, SIGMA: 0.53, LD: 0.24, APO : 482450.54\n", "RUN #: 86, SAMPLE #: 128, EFPA: -11.71, SIGMA: -1.57, LD: 0.24, APO : 608622.31\n", "RUN #: 87, SAMPLE #: 96, EFPA: -11.70, SIGMA: -0.42, LD: 0.24, APO : 549133.46\n", "RUN #: 88, SAMPLE #: 96, EFPA: -11.79, SIGMA: -0.98, LD: 0.24, APO : 544787.48\n", "RUN #: 89, SAMPLE #: 49, EFPA: -11.59, SIGMA: -1.12, LD: 0.25, APO : 548355.95\n", "RUN #: 90, SAMPLE #: 104, EFPA: -11.78, SIGMA: 0.31, LD: 0.22, APO : 602958.84\n", "RUN #: 91, SAMPLE #: 13, EFPA: -11.68, SIGMA: -1.06, LD: 0.24, APO : 505327.40\n", "RUN #: 92, SAMPLE #: 71, EFPA: -11.90, SIGMA: -0.57, LD: 0.25, APO : 507965.28\n", "RUN #: 93, SAMPLE #: 131, EFPA: -11.61, SIGMA: -1.51, LD: 0.24, APO : 503286.73\n", "RUN #: 94, SAMPLE #: 99, EFPA: -11.60, SIGMA: 1.24, LD: 0.24, APO : 487475.05\n", "RUN #: 95, SAMPLE #: 27, EFPA: -11.85, SIGMA: 0.90, LD: 0.23, APO : 526616.58\n", "RUN #: 96, SAMPLE #: 62, EFPA: -11.79, SIGMA: -0.03, LD: 0.26, APO : 544216.94\n", "RUN #: 97, SAMPLE #: 175, EFPA: -11.69, SIGMA: -0.82, LD: 0.25, APO : 515969.35\n", "RUN #: 98, SAMPLE #: 123, EFPA: -11.73, SIGMA: -0.60, LD: 0.23, APO : 531657.27\n", "RUN #: 99, SAMPLE #: 120, EFPA: -11.71, SIGMA: 0.49, LD: 0.23, APO : 550097.85\n", "RUN #: 100, SAMPLE #: 157, EFPA: -11.71, SIGMA: 2.92, LD: 0.23, APO : 534125.63\n" ] } ], "source": [ "vehicle.runMonteCarlo2(100, '../data/uranus2022/MCBX7')" ] }, { "cell_type": "code", "execution_count": 80, "id": "62071d67", "metadata": {}, "outputs": [], "source": [ "p1 = np.loadtxt('../data/uranus2022/MCBX7/terminal_periapsis_arr.txt')\n", "x1 = np.loadtxt('../data/uranus2022/MCBX7/terminal_apoapsis_arr.txt')\n", "y1 = np.loadtxt('../data/uranus2022/MCBX7/acc_net_g_max_arr.txt')\n", "z1 = np.loadtxt('../data/uranus2022/MCBX7/q_stag_max_arr.txt')\n", "h1 = np.loadtxt('../data/uranus2022/MCBX7/heatload_max_arr.txt')\n", "u1 = np.loadtxt('../data/uranus2022/MCBX7/periapsis_raise_DV_arr.txt')\n", "v1 = np.loadtxt('../data/uranus2022/MCBX7/apoapsis_raise_DV_arr.txt')" ] }, { "cell_type": "code", "execution_count": 81, "id": "1bdfb5c6", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize = (6.5, 3.5))\n", "fig.tight_layout()\n", "plt.subplots_adjust(wspace=0.30)\n", "\n", "axes[0].hist(x1/1000.0, bins=10, color='xkcd:periwinkle')\n", "axes[0].set_xlabel('Apoapsis altitude x '+r'$10^3$'+', km', fontsize=10)\n", "axes[0].set_ylabel('Number of cases', fontsize=10)\n", "\n", "axes[0].tick_params(direction='in')\n", "axes[0].yaxis.set_ticks_position('both')\n", "axes[0].xaxis.set_ticks_position('both')\n", "axes[0].tick_params(axis='x',labelsize=10)\n", "axes[0].tick_params(axis='y',labelsize=10)\n", "\n", "\n", "axes[1].plot(p1, x1/1000.0, 'bo', markersize=5, mfc='None')\n", "\n", "axes[1].set_xlabel('Periapsis altitude, km',fontsize=10)\n", "axes[1].set_ylabel('Apoapsis altitude x '+r'$10^3$'+', km', fontsize=10)\n", "\n", "\n", "axes[1].tick_params(direction='in')\n", "axes[1].yaxis.set_ticks_position('both')\n", "axes[1].xaxis.set_ticks_position('both')\n", "axes[1].tick_params(axis='x',labelsize=10)\n", "axes[1].tick_params(axis='y',labelsize=10)\n", "\n", "for ax in axes:\n", " ax.xaxis.set_tick_params(direction='in', which='both')\n", " ax.yaxis.set_tick_params(direction='in', which='both')\n", " ax.xaxis.set_tick_params(width=1, length=8)\n", " ax.yaxis.set_tick_params(width=1, length=8)\n", " ax.xaxis.set_tick_params(width=1, length=6, which='minor')\n", " ax.yaxis.set_tick_params(width=1, length=6, which='minor')\n", " ax.xaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", " ax.xaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", " ax.yaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", " ax.yaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", " \n", " for axis in ['top', 'bottom', 'left', 'right']:\n", " ax.spines[axis].set_linewidth(2)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 82, "id": "0458e321", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize = (6.5, 3.5))\n", "fig.tight_layout()\n", "plt.subplots_adjust(wspace=0.30)\n", "\n", "axes[0].plot(y1, z1, 'ro', markersize=5, mfc='None')\n", "axes[0].set_xlabel('Peak deceleration, Earth g', fontsize=10)\n", "axes[0].set_ylabel('Peak stagnation-point heat rate, '+r'$W/cm^2$', fontsize=10)\n", "axes[0].tick_params(direction='in')\n", "axes[0].yaxis.set_ticks_position('both')\n", "axes[0].xaxis.set_ticks_position('both')\n", "axes[0].tick_params(axis='x',labelsize=10)\n", "axes[0].tick_params(axis='y',labelsize=10)\n", "\n", "axes[1].plot(z1, h1, 'go', markersize=5, mfc='None')\n", "axes[1].set_xlabel('Peak stagnation-point heat rate, '+r'$W/cm^2$', fontsize=10)\n", "axes[1].set_ylabel('Peak stagnation-point heat load, '+r'$kJ/cm^2$', fontsize=10)\n", "axes[1].tick_params(direction='in')\n", "axes[1].yaxis.set_ticks_position('both')\n", "axes[1].xaxis.set_ticks_position('both')\n", "axes[1].tick_params(axis='x',labelsize=10)\n", "axes[1].tick_params(axis='y',labelsize=10)\n", "\n", "\n", "\n", "for ax in axes:\n", " ax.xaxis.set_tick_params(direction='in', which='both')\n", " ax.yaxis.set_tick_params(direction='in', which='both')\n", " ax.xaxis.set_tick_params(width=1, length=8)\n", " ax.yaxis.set_tick_params(width=1, length=8)\n", " ax.xaxis.set_tick_params(width=1, length=6, which='minor')\n", " ax.yaxis.set_tick_params(width=1, length=6, which='minor')\n", " ax.xaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", " ax.xaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", " ax.yaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", " ax.yaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", " \n", " for axis in ['top', 'bottom', 'left', 'right']:\n", " ax.spines[axis].set_linewidth(2)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 83, "id": "7ebf76a7", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize = (6.5, 3.5))\n", "fig.tight_layout()\n", "plt.subplots_adjust(wspace=0.30)\n", "\n", "axes[0].hist(u1, bins=10, color='xkcd:periwinkle')\n", "axes[0].set_xlabel('Periapse raise '+r'$\\Delta V$'+', m/s', fontsize=10)\n", "axes[0].set_ylabel('Number of cases', fontsize=10)\n", "axes[0].tick_params(direction='in')\n", "axes[0].yaxis.set_ticks_position('both')\n", "axes[0].xaxis.set_ticks_position('both')\n", "axes[0].tick_params(axis='x',labelsize=10)\n", "axes[0].tick_params(axis='y',labelsize=10)\n", "\n", "axes[1].hist(v1, bins=10, color='xkcd:orange')\n", "axes[1].set_xlabel('Apoapsis correction '+r'$\\Delta V$'+', m/s', fontsize=10)\n", "axes[1].set_ylabel('Number of cases', fontsize=10)\n", "axes[1].tick_params(direction='in')\n", "axes[1].yaxis.set_ticks_position('both')\n", "axes[1].xaxis.set_ticks_position('both')\n", "axes[1].tick_params(axis='x',labelsize=10)\n", "axes[1].tick_params(axis='y',labelsize=10)\n", "\n", "\n", "\n", "for ax in axes:\n", " ax.xaxis.set_tick_params(direction='in', which='both')\n", " ax.yaxis.set_tick_params(direction='in', which='both')\n", " ax.xaxis.set_tick_params(width=1, length=8)\n", " ax.yaxis.set_tick_params(width=1, length=8)\n", " ax.xaxis.set_tick_params(width=1, length=6, which='minor')\n", " ax.yaxis.set_tick_params(width=1, length=6, which='minor')\n", " ax.xaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", " ax.xaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", " ax.yaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", " ax.yaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", " \n", " for axis in ['top', 'bottom', 'left', 'right']:\n", " ax.spines[axis].set_linewidth(2)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "de6d41ba", "metadata": {}, "source": [ "### Target EFPA = -11.6" ] }, { "cell_type": "code", "execution_count": 84, "id": "8437b591", "metadata": {}, "outputs": [], "source": [ "vehicle=Vehicle('Titania', 3200.0, 146 , 0.24, np.pi*4.5**2.0, 0.0, 1.125, planet)\n", "vehicle.setInitialState(1000.0,-15.22,75.55,29.2877,88.687,-11.7 ,0.0,0.0)\n", "vehicle.setSolverParams(1E-6)\n", "# Set the guidance parameters described in the paper.\n", "# See the function description for parameter details.\n", "\n", "# Set max roll rate constraint to 30 deg/s\n", "vehicle.setMaxRollRate(30.0)\n", "\n", "# Set Ghdot = 83\n", "# Set Gq = 9.0\n", "# Set v_switch_kms = 16.0 :: this parameter is not really used, and should just be set to low value\n", "# Set low_Alt_km = 120\n", "# Set numPoints_lowAlt = 101\n", "# Set hdot_threshold = -500 m/s\n", "vehicle.setEquilibriumGlideParams(83.0, 9.0, 16.0, 120.0, 101, -500.0)\n", "\n", "# Set target orbit parameters\n", "# periapsis = 4000.0 km\n", "# apoapsis = 550,000 km :: set slightly above target (500e3) to account for bias in targeting algorithm\n", "# apoapsis tolerance = 10 km\n", "vehicle.setTargetOrbitParams(4000.0, 550.0E3, 10.0E3)" ] }, { "cell_type": "code", "execution_count": 85, "id": "da6163ef", "metadata": {}, "outputs": [], "source": [ "vehicle.setupMonteCarloSimulation(1201, 200, atmfiles, 0, 1, 2, 3, 4, True, \\\n", " -11.60, 0.10, 0.24, 0.013, 0.5, 0.1, 2400.0)" ] }, { "cell_type": "code", "execution_count": 86, "id": "26d90d93", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "RUN #: 1, SAMPLE #: 112, EFPA: -11.60, SIGMA: -0.31, LD: 0.25, APO : 523280.63\n", "RUN #: 2, SAMPLE #: 161, EFPA: -11.47, SIGMA: 0.26, LD: 0.23, APO : 536924.01\n", "RUN #: 3, SAMPLE #: 42, EFPA: -11.67, SIGMA: -1.44, LD: 0.24, APO : 513805.04\n", "RUN #: 4, SAMPLE #: 19, EFPA: -11.51, SIGMA: 0.74, LD: 0.24, APO : 497816.35\n", "RUN #: 5, SAMPLE #: 165, EFPA: -11.71, SIGMA: -1.37, LD: 0.25, APO : 511353.66\n", "RUN #: 6, SAMPLE #: 86, EFPA: -11.54, SIGMA: 0.41, LD: 0.24, APO : 513878.07\n", "RUN #: 7, SAMPLE #: 101, EFPA: -11.71, SIGMA: -1.82, LD: 0.23, APO : 510529.49\n", "RUN #: 8, SAMPLE #: 184, EFPA: -11.62, SIGMA: -0.88, LD: 0.24, APO : 515979.73\n", "RUN #: 9, SAMPLE #: 16, EFPA: -11.74, SIGMA: -0.53, LD: 0.26, APO : 526750.12\n", "RUN #: 10, SAMPLE #: 65, EFPA: -11.54, SIGMA: 0.21, LD: 0.25, APO : 508972.36\n", "RUN #: 11, SAMPLE #: 39, EFPA: -11.64, SIGMA: 0.66, LD: 0.24, APO : 551921.57\n", "RUN #: 12, SAMPLE #: 30, EFPA: -11.69, SIGMA: 0.39, LD: 0.22, APO : 491300.47\n", "RUN #: 13, SAMPLE #: 82, EFPA: -11.45, SIGMA: -0.66, LD: 0.23, APO : 540129.12\n", "RUN #: 14, SAMPLE #: 15, EFPA: -11.46, SIGMA: -1.09, LD: 0.24, APO : 523305.78\n", "RUN #: 15, SAMPLE #: 53, EFPA: -11.62, SIGMA: -0.71, LD: 0.25, APO : 513685.05\n", "RUN #: 16, SAMPLE #: 150, EFPA: -11.71, SIGMA: 0.27, LD: 0.23, APO : 571519.11\n", "RUN #: 17, SAMPLE #: 140, EFPA: -11.52, SIGMA: -0.27, LD: 0.23, APO : 497091.60\n", "RUN #: 18, SAMPLE #: 170, EFPA: -11.80, SIGMA: -1.08, LD: 0.25, APO : 581233.69\n", "RUN #: 19, SAMPLE #: 1, EFPA: -11.72, SIGMA: -1.23, LD: 0.25, APO : 486837.09\n", "RUN #: 20, SAMPLE #: 84, EFPA: -11.70, SIGMA: 1.21, LD: 0.25, APO : 520086.41\n", "RUN #: 21, SAMPLE #: 154, EFPA: -11.52, SIGMA: -1.57, LD: 0.25, APO : 495649.17\n", "RUN #: 22, SAMPLE #: 127, EFPA: -11.67, SIGMA: 0.35, LD: 0.24, APO : 491973.97\n", "RUN #: 23, SAMPLE #: 20, EFPA: -11.48, SIGMA: -0.31, LD: 0.22, APO : 498421.96\n", "RUN #: 24, SAMPLE #: 22, EFPA: -11.64, SIGMA: -0.08, LD: 0.27, APO : 527511.67\n", "RUN #: 25, SAMPLE #: 88, EFPA: -11.48, SIGMA: -0.20, LD: 0.25, APO : 483512.62\n", "RUN #: 26, SAMPLE #: 146, EFPA: -11.86, SIGMA: -0.06, LD: 0.26, APO : 539575.81\n", "RUN #: 27, SAMPLE #: 63, EFPA: -11.65, SIGMA: 0.69, LD: 0.23, APO : 561070.54\n", "RUN #: 28, SAMPLE #: 96, EFPA: -11.49, SIGMA: 0.16, LD: 0.23, APO : 496107.60\n", "RUN #: 29, SAMPLE #: 146, EFPA: -11.61, SIGMA: 1.79, LD: 0.23, APO : 512270.57\n", "RUN #: 30, SAMPLE #: 177, EFPA: -11.76, SIGMA: -0.42, LD: 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"cell_type": "code", "execution_count": 88, "id": "8b34f9d7", "metadata": {}, "outputs": [], "source": [ "p1 = np.loadtxt('../data/uranus2022/MCBX8/terminal_periapsis_arr.txt')\n", "x1 = np.loadtxt('../data/uranus2022/MCBX8/terminal_apoapsis_arr.txt')\n", "y1 = np.loadtxt('../data/uranus2022/MCBX8/acc_net_g_max_arr.txt')\n", "z1 = np.loadtxt('../data/uranus2022/MCBX8/q_stag_max_arr.txt')\n", "h1 = np.loadtxt('../data/uranus2022/MCBX8/heatload_max_arr.txt')\n", "u1 = np.loadtxt('../data/uranus2022/MCBX8/periapsis_raise_DV_arr.txt')\n", "v1 = np.loadtxt('../data/uranus2022/MCBX8/apoapsis_raise_DV_arr.txt')" ] }, { "cell_type": "code", "execution_count": 89, "id": "3ad0204a", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize = (6.5, 3.5))\n", "fig.tight_layout()\n", "plt.subplots_adjust(wspace=0.30)\n", "\n", "axes[0].hist(x1/1000.0, bins=10, color='xkcd:periwinkle')\n", "axes[0].set_xlabel('Apoapsis altitude x '+r'$10^3$'+', km', fontsize=10)\n", "axes[0].set_ylabel('Number of cases', fontsize=10)\n", "\n", "axes[0].tick_params(direction='in')\n", "axes[0].yaxis.set_ticks_position('both')\n", "axes[0].xaxis.set_ticks_position('both')\n", "axes[0].tick_params(axis='x',labelsize=10)\n", "axes[0].tick_params(axis='y',labelsize=10)\n", "\n", "\n", "axes[1].plot(p1, x1/1000.0, 'bo', markersize=5, mfc='None')\n", "\n", "axes[1].set_xlabel('Periapsis altitude, km',fontsize=10)\n", "axes[1].set_ylabel('Apoapsis altitude x '+r'$10^3$'+', km', fontsize=10)\n", "\n", "\n", "axes[1].tick_params(direction='in')\n", "axes[1].yaxis.set_ticks_position('both')\n", "axes[1].xaxis.set_ticks_position('both')\n", "axes[1].tick_params(axis='x',labelsize=10)\n", "axes[1].tick_params(axis='y',labelsize=10)\n", "\n", "for ax in axes:\n", " ax.xaxis.set_tick_params(direction='in', which='both')\n", " ax.yaxis.set_tick_params(direction='in', which='both')\n", " ax.xaxis.set_tick_params(width=1, length=8)\n", " ax.yaxis.set_tick_params(width=1, length=8)\n", " ax.xaxis.set_tick_params(width=1, length=6, which='minor')\n", " ax.yaxis.set_tick_params(width=1, length=6, which='minor')\n", " ax.xaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", " ax.xaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", " ax.yaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", " ax.yaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", " \n", " for axis in ['top', 'bottom', 'left', 'right']:\n", " ax.spines[axis].set_linewidth(2)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 90, "id": "516b3376", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize = (6.5, 3.5))\n", "fig.tight_layout()\n", "plt.subplots_adjust(wspace=0.30)\n", "\n", "axes[0].plot(y1, z1, 'ro', markersize=5, mfc='None')\n", "axes[0].set_xlabel('Peak deceleration, Earth g', fontsize=10)\n", "axes[0].set_ylabel('Peak stagnation-point heat rate, '+r'$W/cm^2$', fontsize=10)\n", "axes[0].tick_params(direction='in')\n", "axes[0].yaxis.set_ticks_position('both')\n", "axes[0].xaxis.set_ticks_position('both')\n", "axes[0].tick_params(axis='x',labelsize=10)\n", "axes[0].tick_params(axis='y',labelsize=10)\n", "\n", "axes[1].plot(z1, h1, 'go', markersize=5, mfc='None')\n", "axes[1].set_xlabel('Peak stagnation-point heat rate, '+r'$W/cm^2$', fontsize=10)\n", "axes[1].set_ylabel('Peak stagnation-point heat load, '+r'$kJ/cm^2$', fontsize=10)\n", "axes[1].tick_params(direction='in')\n", "axes[1].yaxis.set_ticks_position('both')\n", "axes[1].xaxis.set_ticks_position('both')\n", "axes[1].tick_params(axis='x',labelsize=10)\n", "axes[1].tick_params(axis='y',labelsize=10)\n", "\n", "\n", "\n", "for ax in axes:\n", " ax.xaxis.set_tick_params(direction='in', which='both')\n", " ax.yaxis.set_tick_params(direction='in', which='both')\n", " ax.xaxis.set_tick_params(width=1, length=8)\n", " ax.yaxis.set_tick_params(width=1, length=8)\n", " ax.xaxis.set_tick_params(width=1, length=6, which='minor')\n", " ax.yaxis.set_tick_params(width=1, length=6, which='minor')\n", " ax.xaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", " ax.xaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", " ax.yaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", " ax.yaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", " \n", " for axis in ['top', 'bottom', 'left', 'right']:\n", " ax.spines[axis].set_linewidth(2)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 91, "id": "37913cd8", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize = (6.5, 3.5))\n", "fig.tight_layout()\n", "plt.subplots_adjust(wspace=0.30)\n", "\n", "axes[0].hist(u1, bins=10, color='xkcd:periwinkle')\n", "axes[0].set_xlabel('Periapse raise '+r'$\\Delta V$'+', m/s', fontsize=10)\n", "axes[0].set_ylabel('Number of cases', fontsize=10)\n", "axes[0].tick_params(direction='in')\n", "axes[0].yaxis.set_ticks_position('both')\n", "axes[0].xaxis.set_ticks_position('both')\n", "axes[0].tick_params(axis='x',labelsize=10)\n", "axes[0].tick_params(axis='y',labelsize=10)\n", "\n", "axes[1].hist(v1, bins=10, color='xkcd:orange')\n", "axes[1].set_xlabel('Apoapsis correction '+r'$\\Delta V$'+', m/s', fontsize=10)\n", "axes[1].set_ylabel('Number of cases', fontsize=10)\n", "axes[1].tick_params(direction='in')\n", "axes[1].yaxis.set_ticks_position('both')\n", "axes[1].xaxis.set_ticks_position('both')\n", "axes[1].tick_params(axis='x',labelsize=10)\n", "axes[1].tick_params(axis='y',labelsize=10)\n", "\n", "\n", "\n", "for ax in axes:\n", " ax.xaxis.set_tick_params(direction='in', which='both')\n", " ax.yaxis.set_tick_params(direction='in', which='both')\n", " ax.xaxis.set_tick_params(width=1, length=8)\n", " ax.yaxis.set_tick_params(width=1, length=8)\n", " ax.xaxis.set_tick_params(width=1, length=6, which='minor')\n", " ax.yaxis.set_tick_params(width=1, length=6, which='minor')\n", " ax.xaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", " ax.xaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", " ax.yaxis.grid(which='major', color='k', linestyle='dotted', linewidth=0.5)\n", " ax.yaxis.grid(which='minor', color='k', linestyle='dotted', linewidth=0.0)\n", " \n", " for axis in ['top', 'bottom', 'left', 'right']:\n", " ax.spines[axis].set_linewidth(2)\n", "\n", "plt.show()" ] } ], "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": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 5 }