{ "cells": [ { "cell_type": "markdown", "id": "7d3bbaeb", "metadata": {}, "source": [ "# Example - 63 - Locus of approach trajectories for constant inertial EFPA" ] }, { "cell_type": "markdown", "id": "111bf35d", "metadata": {}, "source": [ "In this example, we illustrate the locus of approach trajectories for constant inertial entry-flight path angle (EFPA) from an interplanetary trajectory." ] }, { "cell_type": "markdown", "id": "846576c6", "metadata": {}, "source": [ "**Note**: This example requires Mayavi for visualization and requires the following packages to be to be installed in your virtual env: ```pyqt5```, ```vtk```, ```mayavi```." ] }, { "cell_type": "markdown", "id": "f5f42305", "metadata": {}, "source": [ "**Note**: For the 3D viz, tt is recommended that you run this example by running the python file using: ```python example-63-locus-of-approach-trajectories.py``` from your virtual env terminal instead of this Jupyter Notebook. If you use this Jupyter Notebook, then you need to have the following additional packages installed ```ipywidgets``` and ```ipyevents```, and must do ```jupyter nbextension install --py mayavi --user``` before you start the notebook." ] }, { "cell_type": "code", "execution_count": 2, "id": "a5116f83", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Notebook initialized with ipy backend.\n" ] } ], "source": [ "from mayavi import mlab\n", "mlab.init_notebook(backend='ipy')\n", "\n", "import numpy as np\n", "\n", "from tvtk.tools import visual\n", "from AMAT.approach import Approach" ] }, { "cell_type": "code", "execution_count": 3, "id": "b79a47c9", "metadata": {}, "outputs": [], "source": [ "def Arrow_From_A_to_B(x1, y1, z1, x2, y2, z2):\n", " ar1 = visual.arrow(x=x1, y=y1, z=z1)\n", " ar1.length_cone = 0.4\n", "\n", " arrow_length = np.sqrt((x2 - x1) ** 2 + (y2 - y1) ** 2 + (z2 - z1) ** 2)\n", " ar1.actor.scale = [arrow_length, arrow_length, arrow_length]\n", " ar1.pos = ar1.pos / arrow_length\n", " ar1.axis = [x2 - x1, y2 - y1, z2 - z1]\n", " return ar1" ] }, { "cell_type": "markdown", "id": "80c0bdf5", "metadata": {}, "source": [ "## Compute approach trajectories for psi = [0, 2pi]" ] }, { "cell_type": "code", "execution_count": 4, "id": "843a66de", "metadata": {}, "outputs": [], "source": [ "u = np.linspace(0, 2 * np.pi, 100)\n", "v = np.linspace(0, np.pi, 100)\n", "x = 1 * np.outer(np.cos(u), np.sin(v))\n", "y = 1 * np.outer(np.sin(u), np.sin(v))\n", "z = 1 * np.outer(np.ones(np.size(u)), np.cos(v))\n", "\n", "x1 = 1.040381198513972 * np.outer(np.cos(u), np.sin(v))\n", "y1 = 1.040381198513972 * np.outer(np.sin(u), np.sin(v))\n", "z1 = 1.040381198513972 * np.outer(np.ones(np.size(u)), np.cos(v))\n", "\n", "x_ring_1 = 1.1 * np.cos(u)\n", "y_ring_1 = 1.1 * np.sin(u)\n", "z_ring_1 = 0.0 * np.cos(u)\n", "\n", "x_ring_2 = 1.2 * np.cos(u)\n", "y_ring_2 = 1.2 * np.sin(u)\n", "z_ring_2 = 0.0 * np.cos(u)\n", "\n", "mlab.figure(bgcolor=(0, 0, 0))\n", "s1 = mlab.mesh(x, y, z, color=(0, 0, 1))\n", "s2 = mlab.mesh(x1, y1, z1, color=(0, 0, 1), opacity=0.3)\n", "r1 = mlab.plot3d(x_ring_1, y_ring_1, z_ring_1, color=(1, 1, 1), line_width=1, tube_radius=None)\n", "r2 = mlab.plot3d(x_ring_2, y_ring_2, z_ring_2, color=(1, 1, 1), line_width=1, tube_radius=None)\n", "\n", "for psi in np.linspace(0, 2 * np.pi, 31):\n", " probe = Approach(\"NEPTUNE\",\n", " v_inf_vec_icrf_kms=np.array([17.78952518, 8.62038536, 3.15801163]),\n", " rp=(24622 + 400) * 1e3, psi=psi,\n", " is_entrySystem=True, h_EI=1000e3)\n", "\n", " theta_star_arr_probe1 = np.linspace(-1.7, probe.theta_star_entry, 101)\n", " pos_vec_bi_arr_probe1 = probe.pos_vec_bi(theta_star_arr_probe1) / 24622e3\n", "\n", " x_arr_probe = pos_vec_bi_arr_probe1[0][:]\n", " y_arr_probe = pos_vec_bi_arr_probe1[1][:]\n", " z_arr_probe = pos_vec_bi_arr_probe1[2][:]\n", "\n", " mlab.plot3d(x_arr_probe, y_arr_probe, z_arr_probe, color=(1, 0, 0), line_width=3, tube_radius=None)\n", "\n", " if psi == 0:\n", " mlab.plot3d([0, 2 * probe.v_inf_vec_bi_unit[0]],\n", " [0, 2 * probe.v_inf_vec_bi_unit[1]],\n", " [0, 2 * probe.v_inf_vec_bi_unit[2]])\n", "\n", "mlab.show()" ] }, { "cell_type": "markdown", "id": "9c8223d0", "metadata": {}, "source": [ "## Plot the locus of approach trajectories" ] }, { "cell_type": "code", "execution_count": 5, "id": "82a09f02", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 5, "metadata": { "image/png": { "width": 800 } }, "output_type": "execute_result" } ], "source": [ "from IPython.display import Image\n", "Image(filename=\"../plots/example-63-locus-of-approach-trajectories.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 }