{ "cells": [ { "cell_type": "markdown", "id": "70cfd6de", "metadata": {}, "source": [ "# Section 3.7 - Mars SmallSat Aerocapture - Performance Analysis" ] }, { "cell_type": "code", "execution_count": 1, "id": "8a810fbe", "metadata": {}, "outputs": [], "source": [ "from AMAT.planet import Planet\n", "from AMAT.vehicle import Vehicle" ] }, { "cell_type": "code", "execution_count": 2, "id": "e6983728", "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\n", "from matplotlib.patches import Polygon" ] }, { "cell_type": "markdown", "id": "7de4e3cf", "metadata": {}, "source": [ "## Small Run N = 10" ] }, { "cell_type": "code", "execution_count": 3, "id": "8be9d26b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "RUN #: 1, PROF: ../../../atmdata/Mars/LAT00N-N1000.txt, SAMPLE #: 587, EFPA: -9.24, SIGMA: 0.31, APO : 2336.45\n", "RUN #: 2, PROF: ../../../atmdata/Mars/LAT00N-N1000.txt, SAMPLE #: 216, EFPA: -9.29, SIGMA: -0.32, APO : 1989.70\n", "RUN #: 3, PROF: ../../../atmdata/Mars/LAT00N-N1000.txt, SAMPLE #: 455, EFPA: -9.31, SIGMA: 0.51, APO : 1705.06\n", "RUN #: 4, PROF: ../../../atmdata/Mars/LAT00N-N1000.txt, SAMPLE #: 688, EFPA: -9.11, SIGMA: -0.25, APO : 2047.77\n", "RUN #: 5, PROF: ../../../atmdata/Mars/LAT00N-N1000.txt, SAMPLE #: 144, EFPA: -9.32, SIGMA: -0.96, APO : 2026.07\n", "RUN #: 6, PROF: ../../../atmdata/Mars/LAT00N-N1000.txt, SAMPLE #: 283, EFPA: -9.25, SIGMA: -1.48, APO : 2122.59\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/athul/Documents/Codes/AMAT/venv/lib/python3.8/site-packages/AMAT-2.2.20-py3.8.egg/AMAT/vehicle.py:616: 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": [ "RUN #: 7, PROF: ../../../atmdata/Mars/LAT00N-N1000.txt, SAMPLE #: 251, EFPA: -9.34, SIGMA: -1.48, APO : 2284.19\n", "RUN #: 8, PROF: ../../../atmdata/Mars/LAT00N-N1000.txt, SAMPLE #: 589, EFPA: -9.21, SIGMA: 1.54, APO : 1952.96\n", "RUN #: 9, PROF: ../../../atmdata/Mars/LAT00N-N1000.txt, SAMPLE #: 676, EFPA: -9.38, SIGMA: 1.02, APO : 2930.10\n", "RUN #: 10, PROF: ../../../atmdata/Mars/LAT00N-N1000.txt, SAMPLE #: 596, EFPA: -9.21, SIGMA: -1.28, APO : 2195.56\n" ] } ], "source": [ "# Set up the planet and atmosphere model.\n", "planet=Planet(\"MARS\")\n", "planet.loadAtmosphereModel('../../../atmdata/Mars/mars-gram-avg.dat', 0 , 1 ,2, 3)\n", "planet.h_skip = 120e3\n", "planet.h_low=10.0E3\n", "\n", "# Set up the drag modulation vehicle.\n", "vehicle=Vehicle('MarsSmallSat1', 34, 20, 0.0, np.pi*1.5**2, 0.0, 0.1, planet)\n", "\n", "vehicle.setInitialState(120.0, 88.15, -0.71, 5.3586, 9.3778,-9.25, 0.0,0.0)\n", "vehicle.setSolverParams(1E-6)\n", "vehicle.setDragModulationVehicleParams(20, 7.5)\n", "\n", "# Set up the drag modulation entry phase guidance parameters.\n", "vehicle.setDragEntryPhaseParams(2.0, 15.0, 101, -200.0)\n", "\n", "# Set the target orbit parameters.\n", "vehicle.setTargetOrbitParams(200.0, 2100.0, 20.0)\n", "\n", "# Define the path to atmospheric files to be used for the Monte Carlo simulations.\n", "atmfiles = ['../../../atmdata/Mars/LAT00N-N1000.txt']\n", "\n", "# Set up the Monte Carlo simulation for drag modulation.\n", "# NPOS = 156, NMONTE = 1000\n", "# Target EFPA = -12.05 deg\n", "# EFPA 1-sigma error = +/- 0.067 deg\n", "# Nominal beta_1 = 66.4 kg/m2\n", "# beta_1 1-sigma = 0.0\n", "# guidance time step for entry = 1.0s (Freq. = 1 Hz)\n", "# guidance time step after jettison = 1.0 s\n", "# max. solver time step = 0.1 s\n", "# max. time used by solver = 2400 s\n", "\n", "vehicle.setupMonteCarloSimulationD(156, 1000, atmfiles, 0 , 1, 2, 3, 4, True,\n", " -9.25, 0.0666, 20.0, 0.0,\n", " 1.0, 1.0, 0.1, 2400.0)\n", "# Run 200 trajectories\n", "vehicle.runMonteCarloD2(10, '../../../data/mdpi-aerospace/smallsat-mission-concepts/mars/MCBX2')" ] }, { "cell_type": "markdown", "id": "0a3c2dfe", "metadata": {}, "source": [ "## Production Run N = 1000" ] }, { "cell_type": "markdown", "id": "49adf3f7", "metadata": {}, "source": [ "Run the file ```section-3-7-mars-smallsat-performance-analysis-prd.py```" ] }, { "cell_type": "markdown", "id": "b89218a1", "metadata": {}, "source": [ "See ```section-3-7-mars-smallsat-performance-analysis-prd-log.txt``` for terminal log." ] }, { "cell_type": "code", "execution_count": 3, "id": "fce19432", "metadata": {}, "outputs": [], "source": [ "p1 = np.loadtxt('../../../data/mdpi-aerospace/smallsat-mission-concepts/mars/MCB-Mars/terminal_periapsis_arr.txt')\n", "x1 = np.loadtxt('../../../data/mdpi-aerospace/smallsat-mission-concepts/mars/MCB-Mars/terminal_apoapsis_arr.txt')\n", "y1 = np.loadtxt('../../../data/mdpi-aerospace/smallsat-mission-concepts/mars/MCB-Mars/acc_net_g_max_arr.txt')\n", "z1 = np.loadtxt('../../../data/mdpi-aerospace/smallsat-mission-concepts/mars/MCB-Mars/q_stag_max_arr.txt')\n", "h1 = np.loadtxt('../../../data/mdpi-aerospace/smallsat-mission-concepts/mars/MCB-Mars/heatload_max_arr.txt')\n", "u1 = np.loadtxt('../../../data/mdpi-aerospace/smallsat-mission-concepts/mars/MCB-Mars/periapsis_raise_DV_arr.txt')\n", "v1 = np.loadtxt('../../../data/mdpi-aerospace/smallsat-mission-concepts/mars/MCB-Mars/apoapsis_raise_DV_arr.txt')" ] }, { "cell_type": "code", "execution_count": 16, "id": "588b7dfc", "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, 3.25))\n", "plt.rc('font',family='Times New Roman')\n", "params = {'mathtext.default': 'regular' }\n", "plt.rcParams.update(params)\n", "\n", "fig.tight_layout()\n", "plt.subplots_adjust(wspace=0.30)\n", "\n", "axes[0].axvline(x=2000, linewidth=1.5, color='k', linestyle='dashed')\n", "axes[0].hist(x1, bins=20, color='xkcd:periwinkle')\n", "axes[0].set_xlabel('Apoapsis altitude, km', fontsize=12)\n", "axes[0].set_ylabel('Number of cases', fontsize=12)\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=12)\n", "axes[0].tick_params(axis='y',labelsize=12)\n", "\n", "axes[1].axhline(y=2000, linewidth=1.5, color='k', linestyle='dashed')\n", "axes[1].plot(p1, x1, 'bo', markersize=5, mfc='None')\n", "\n", "axes[1].set_xlabel('Periapsis altitude, km',fontsize=12)\n", "axes[1].set_ylabel('Apoapsis altitude, km', fontsize=12)\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=12)\n", "axes[1].tick_params(axis='y',labelsize=12)\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", "\n", "\n", " \n", "plt.savefig('../../../data/mdpi-aerospace/smallsat-mission-concepts/mars/mars-smallsat-apoapsis-vs-periapsis.png', dpi= 300,bbox_inches='tight')\n", "plt.savefig('../../../data/mdpi-aerospace/smallsat-mission-concepts/mars/mars-smallsat-apoapsis-vs-periapsis.pdf', dpi=300,bbox_inches='tight')\n", "plt.savefig('../../../data/mdpi-aerospace/smallsat-mission-concepts/mars/mars-smallsat-apoapsis-vs-periapsis.eps', dpi=300,bbox_inches='tight')\n", "\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 4, "id": "2ff5a2a9", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([0.00240509, 0.01801673, 0.00028386, 0. , 0.00016607,\n", " 0.00317211, 0.00251472, 0.00230238, 0.00065365, 0.0011202 ,\n", " 0.00260518, 0. , 0.00404422, 0.01778235, 0. ])" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Remove some anomalies in heat load\n", "del_index1 = np.where(h1 < 0.5)\n", "del_index1\n", "h1[del_index1]" ] }, { "cell_type": "code", "execution_count": 5, "id": "178c8bfd", "metadata": {}, "outputs": [], "source": [ "y1 = np.delete(y1, del_index1 )\n", "z1 = np.delete(z1, del_index1 )\n", "h1 = np.delete(h1, del_index1 )" ] }, { "cell_type": "code", "execution_count": 17, "id": "28bc23b4", "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, 3.25))\n", "plt.rc('font',family='Times New Roman')\n", "params = {'mathtext.default': 'regular' }\n", "plt.rcParams.update(params)\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=12)\n", "axes[0].set_ylabel('Peak stagnation-point heat rate, '+r'$W/cm^2$', fontsize=12)\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=12)\n", "axes[0].tick_params(axis='y',labelsize=12)\n", "axes[0].axhline(y=np.percentile(z1, 99.87), linewidth=1.5, color='k', linestyle='dotted')\n", "axes[0].axvline(x=np.percentile(y1, 99.87), linewidth=1.5, color='k', linestyle='dotted')\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=12)\n", "axes[1].set_ylabel('Peak stagnation-point heat load, '+r'$kJ/cm^2$', fontsize=12)\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=12)\n", "axes[1].tick_params(axis='y',labelsize=12)\n", "axes[1].axhline(y=np.percentile(h1, 99.87), linewidth=1.5, color='k', linestyle='dotted')\n", "axes[1].axvline(x=np.percentile(z1, 99.87), linewidth=1.5, color='k', linestyle='dotted')\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.savefig('../../../data/mdpi-aerospace/smallsat-mission-concepts/mars/mars-smallsat-g-load-heat-rate.png', dpi= 300,bbox_inches='tight')\n", "plt.savefig('../../../data/mdpi-aerospace/smallsat-mission-concepts/mars/mars-smallsat-g-load-heat-rate.pdf', dpi=300,bbox_inches='tight')\n", "plt.savefig('../../../data/mdpi-aerospace/smallsat-mission-concepts/mars/mars-smallsat-g-load-heat-rate.eps', dpi=300,bbox_inches='tight')\n", "\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 14, "id": "cbe64824", "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, 3.25))\n", "plt.rc('font',family='Times New Roman')\n", "params = {'mathtext.default': 'regular' }\n", "plt.rcParams.update(params)\n", "fig.tight_layout()\n", "plt.subplots_adjust(wspace=0.30)\n", "\n", "axes[0].hist(u1, bins=20, 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(np.abs(v1), bins=20, 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": "code", "execution_count": 6, "id": "1070b36c", "metadata": {}, "outputs": [], "source": [ "def percent_between(a, lower, upper, closed_left=True, closed_right=True):\n", " \"\"\"\n", " Finds the percentage of values between a range for a numpy array\n", "\n", " Parameters\n", " ----------\n", " a: np.ndarray\n", " numpy array to calculate percentage\n", " lower: int, float\n", " lower bound\n", " upper: int, float\n", " upper bound\n", " closed_left:\n", " closed left bound ( > vs >= )\n", " closed_right:\n", " closed right bound ( < vs <= )\n", " \"\"\"\n", " l = np.greater if not closed_left else np.greater_equal\n", " r = np.less if not closed_right else np.less_equal\n", "\n", " c = l(a, lower) & r(a, upper)\n", " return np.count_nonzero(c) / float(a.size)" ] }, { "cell_type": "code", "execution_count": 22, "id": "063e61e6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.881" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "percent_between(x1, 1600, 2400)" ] }, { "cell_type": "code", "execution_count": 23, "id": "fcce4514", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.968" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "percent_between(x1, 1400, 2600)" ] }, { "cell_type": "code", "execution_count": 24, "id": "129e3f1d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.995" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "percent_between(x1, 1200, 2800)" ] }, { "cell_type": "code", "execution_count": 25, "id": "f51e38c4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.999" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "percent_between(x1, 1000, 3000)" ] }, { "cell_type": "code", "execution_count": 7, "id": "0fc340b8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--------------------------------------------------------------------------------------------------------\n", "Parameter | Min. 5-percentile Mean 95-percentile Max\n", "--------------------------------------------------------------------------------------------------------\n", "Apoapsis altitude, km | 1295 1685 2086 2481 3210\n", "Periapsis altitude, km | 38.0 43.9 47.1 50.1 52.0\n", "Peak deceleration, g | 1.34 1.78 2.11 2.41 2.64\n", "Peak heat rate, W/cm2 | 32 35 37 39 47\n", "Peak heat load, kJ/cm2 | 5.3 7.0 8.2 9.4 11.2\n", "Periapsis raise dV, m/s| 30.4 31.5 32.8 34.4 37.0\n", "Apoapsis corr. dV, m/s | -132.92 -49.75 2.98 59.9 122.85\n" ] } ], "source": [ "print(\"--------------------------------------------------------------------------------------------------------\")\n", "\n", "print(\"Parameter | Min. 5-percentile Mean 95-percentile Max\")\n", "print(\"--------------------------------------------------------------------------------------------------------\")\n", "print(\"Apoapsis altitude, km | \" + str(round(np.min(x1))) + \" \" + str(round(np.percentile(x1, 5))) +\\\n", " \" \" + str(round(np.average(x1))) +\n", " \" \" + str(round(np.percentile(x1, 95)))+\\\n", " \" \" + str(round(np.max(x1))))\n", "print(\"Periapsis altitude, km | \" + str(round(np.min(p1), 1)) + \" \" + str(round(np.percentile(p1, 5), 1)) +\\\n", " \" \" + str(round(np.average(p1), 1)) +\n", " \" \" + str(round(np.percentile(p1, 95), 1))+\\\n", " \" \" + str(round(np.max(p1), 1)))\n", "print(\"Peak deceleration, g | \" + str(round(np.min(y1), 2)) + \" \" + str(round(np.percentile(y1, 5), 2)) +\\\n", " \" \" + str(round(np.average(y1), 2)) +\n", " \" \" + str(round(np.percentile(y1, 95), 2))+\\\n", " \" \" + str(round(np.max(y1), 2)))\n", "\n", "print(\"Peak heat rate, W/cm2 | \" + str(round(np.min(z1))) + \" \" + str(round(np.percentile(z1, 5))) +\\\n", " \" \" + str(round(np.average(z1))) +\n", " \" \" + str(round(np.percentile(z1, 95)))+\\\n", " \" \" + str(round(np.max(z1))))\n", "\n", "print(\"Peak heat load, kJ/cm2 | \" + str(round(np.min(h1),1)) + \" \" + str(round(np.percentile(h1, 5), 1)) +\\\n", " \" \" + str(round(np.average(h1), 1)) +\n", " \" \" + str(round(np.percentile(h1, 95), 1))+\\\n", " \" \" + str(round(np.max(h1), 1)))\n", "print(\"Periapsis raise dV, m/s| \" + str(round(np.min(u1), 1)) + \" \" + str(round(np.percentile(u1, 5), 1)) +\\\n", " \" \" + str(round(np.average(u1), 1)) +\n", " \" \" + str(round(np.percentile(u1, 95), 1))+\\\n", " \" \" + str(round(np.max(u1), 1)))\n", "\n", "print(\"Apoapsis corr. dV, m/s | \" + str(round(np.min(v1), 2)) + \" \" + str(round(np.percentile(v1, 5), 2)) +\\\n", " \" \" + str(round(np.average(v1), 2)) +\n", " \" \" + str(round(np.percentile(v1, 95), 2))+\\\n", " \" \" + str(round(np.max(v1), 2)))" ] } ], "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": "3.9.16" } }, "nbformat": 4, "nbformat_minor": 5 }