{ "cells": [ { "cell_type": "markdown", "id": "22067697", "metadata": {}, "source": [ "# Example - 66 - Multi-probe Deflection Maneuver" ] }, { "cell_type": "markdown", "id": "cd83962c", "metadata": {}, "source": [ "In this example, we illustrate the calculation of the divert manuever to deliver two probes: one equatorial and one polar." ] }, { "cell_type": "code", "execution_count": 1, "id": "09f92eab", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "from AMAT.maneuver import ProbeProbeDeflection" ] }, { "cell_type": "markdown", "id": "049f9c85", "metadata": {}, "source": [ "The first probe will enter near equator, prograde. The second probe will enter near the north pole. The deflection manuever is performed 60 days before probe entry, at a distance of 4225 times the radius of Neptune." ] }, { "cell_type": "code", "execution_count": 2, "id": "5a909b89", "metadata": {}, "outputs": [], "source": [ "deflection = ProbeProbeDeflection( arrivalPlanet=\"NEPTUNE\",\n", " v_inf_vec_icrf_kms=np.array([17.78952518, 8.62038536, 3.15801163]),\n", " rp_probe1=(24622+400)*1e3, psi_probe1=3*np.pi/2, h_EI_probe1=1000e3,\n", " rp_probe2=(24622+400)*1e3, psi_probe2=np.pi, h_EI_probe2=1000e3,\n", " r_dv_rp=4225)" ] }, { "cell_type": "markdown", "id": "9830e413", "metadata": {}, "source": [ "## Compute the probe divert maneuver delta-V" ] }, { "cell_type": "code", "execution_count": 3, "id": "ca42674a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Divert manuever DV: [-1.67195294 7.29768188 7.31525432] m/s\n" ] } ], "source": [ "print(\"Divert manuever DV: \"+str(deflection.dv_maneuver_vec)+ \" m/s\")" ] }, { "cell_type": "code", "execution_count": 4, "id": "38cdd6ed", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Divert manuever DV magnitude: 10.467 m/s\n" ] } ], "source": [ "print(\"Divert manuever DV magnitude: \"+str(round(deflection.dv_maneuver_mag,3))+ \" m/s\")" ] }, { "cell_type": "code", "execution_count": 5, "id": "d870baf6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "TOF from probe release to atm. entry interface: 60.070866 days\n", "TOF from probe release to orbiter periapsis : 60.070866 days\n" ] } ], "source": [ "print(\"TOF from probe release to atm. entry interface: \"+str(round(deflection.TOF_probe1,6))+ \" days\")\n", "print(\"TOF from probe release to orbiter periapsis : \"+str(round(deflection.TOF_probe2,6))+ \" days\")" ] }, { "cell_type": "markdown", "id": "ccdee42a", "metadata": {}, "source": [ "Run ```python example-66-multiple-probe-deflection.py ``` from your virtual env terminal to generate the figure below showing the geometry of the two approach trajectories." ] }, { "cell_type": "code", "execution_count": 6, "id": "bf0e1ca3", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "execution_count": 6, "metadata": { "image/png": { "width": 800 } }, "output_type": "execute_result" } ], "source": [ "from IPython.display import Image\n", "Image(filename=\"../plots/example-66-multiple-probe-deflection.png\", width=800)" ] } ], "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 }