{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Copyright (c) 2024 Massachusetts Institute of Technology\n", "\n", "SPDX-License-Identifier: MIT" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Propagate Satellites without Maneuvers\n", "\n", "In this example we will use the tools in `madlib` to create satellites, propagate their orbits, and plot their positions over time." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Defining Satellites\n", "To start, let's define a few satellites using the different instantiation methods available in `madlib`. We'll create the following:\n", "\n", "1. A low-Earth orbit (LEO) satellite defined by its initial position and velocity\n", "2. A satellite in a Molniya orbit defined by its Keplerian elements\n", "3. A GEO satellite defined by the surface longitude directly beneath it\n", "\n", "We'll need to first import `madlib` and `numpy` libraries." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import madlib\n", "import numpy as np" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Position/Velocity method" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's start with the LEO object. Looking at a [tracking map](https://spotthestation.nasa.gov/tracking_map.cfm) of the ISS, I can see that its altitude is roughly **430 km**, and its speed is approximately **27,500 km/h**. We'll use those same values for our satellite.\n", "\n", "The primary coordinate system used in `madlib` is *TETED* (True Equinox and True Equator of Date, see [here](https://docs.astropy.org/en/stable/api/astropy.coordinates.TETE.html) and [here](https://en.wikipedia.org/wiki/Equatorial_coordinate_system#Primary_direction)), and it uses the units of km and km/s. We'll place our object on the x-axis at an altitude of 430 km, and we'll give it an initial velocity vector in the y-z plane." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "leo_alt_km = 430.0\n", "leo_speed_kms = 27500.0 / 3600 # Converting from km/h to km/s\n", "earth_radius_km = 6378.0\n", "\n", "leo_pos_teted = np.array([leo_alt_km + earth_radius_km, 0, 0])\n", "leo_vel_teted = leo_speed_kms * np.array([0, 2**-0.5, 2**-0.5])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lastly, we need to define the satellite's epoch. All epoch and observation times in `madlib` are handled in modified Julian dates (MJD) format.\n", "\n", "The MJD at the time of writing is roughly **60197.5**, so let's go with that." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "leo_mjd = 60197.5" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can define a `Satellite` object representing our LEO satellite. Printing the object will display a summary of its state at epoch.\n", "\n", "Note that \"acc\" refers to anomalous acceleration (acceleration due to non-natural forces, such as maneuver thrusts)." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Satellite:\n", " epoch = 2023-09-10T12:00:00.000\n", " x = [6808.0, 0.0, 0.0]\n", " v = [0.0, 5.401510134063906, 5.401510134063906]\n", " acc = [0.0, 0.0, 0.0]\n" ] } ], "source": [ "leo_satellite = madlib.Satellite(epoch=leo_mjd, pos=leo_pos_teted, vel=leo_vel_teted)\n", "print(leo_satellite)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Keplerian element method\n", "If we instead would like to define a satellite using the Keplerian elements of its orbit, we can do so easily with `madlib`. The orbit must be defined with the following quantities (with angles expressed as radians):\n", "- Orbit epoch in MJD format\n", "- Inclination\n", "- Right ascension of the ascending node\n", "- Argument of pericenter\n", "- Eccentricity\n", "- Semi-major axis (in km)\n", "- Mean anomaly\n", "\n", "For our example, let's create an object in a [Molniya orbit](https://en.wikipedia.org/wiki/Molniya_orbit)." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Define the elements for a Molniya orbit and convert them to the proper units\n", "deg2rad = np.pi / 180\n", "mol_arg_peri = 270 * deg2rad\n", "mol_inc = 63.4 * deg2rad\n", "mol_ecc = 0.74\n", "mol_sma = 26600 # km\n", "\n", "# The RAAN and MA are arbitrary\n", "mol_raan = 0\n", "mol_mean_anom = 0\n", "\n", "# We'll use the same starting epoch as our previous example\n", "mol_mjd = 60197.5" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we simply need to call the `madlib.Satellite.from_keplerian` class method." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Satellite:\n", " epoch = 2023-09-10T12:00:00.000\n", " x = [-1.2704485894354642e-12, -3096.7018514929314, -6183.970701981069]\n", " v = [10.014194442460434, -8.236876219903357e-16, -1.6448661725432242e-15]\n", " acc = [0.0, 0.0, 0.0]\n" ] } ], "source": [ "mol_satellite = madlib.Satellite.from_keplerian(\n", " epoch=mol_mjd,\n", " inclination_rad=mol_inc,\n", " raan_rad=mol_raan,\n", " argp_rad=mol_arg_peri,\n", " ecc=mol_ecc,\n", " semi_major_axis_km=mol_sma,\n", " mean_anomaly_rad=mol_mean_anom,\n", ")\n", "print(mol_satellite)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The created object is of the exact same `Satellite` class as our positon/velocity example. We can see here that `madlib` has automatically calculated the position and velocity of the new object at the orbital epoch." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Longitude method (for GEO satellites)\n", "If we want a GEO object, `madlib` provides a simple way to define it. We just need the starting epoch in MJD and the longitude (in degrees) of the point on Earth directly beneath it. Let's generate a GEO satellite at a random longitude using the same epoch as the LEO object." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Satellite:\n", " epoch = 2023-09-10T12:00:00.000\n", " x = [38422.22030609974, -17365.20710848653, -0.07983187096972996]\n", " v = [1.2662909288325055, 2.8017926152446964, -1.1108546245929562e-09]\n", " acc = [0.0, 0.0, 0.0]\n" ] } ], "source": [ "theta_deg = 360.0 * np.random.rand()\n", "geo_mjd = 60197.5\n", "geo_satellite = madlib.Satellite.from_GEO_longitude(lon=theta_deg, epoch=geo_mjd)\n", "print(geo_satellite)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Propagating Satellites\n", "Now that we've defined our satellites, we can propagate their orbits and observe how their states change over time.\n", "\n", "We start by defining the observation times, again in MJD format. These are the timestamps at which we'll measure the satellites' states (not the integration timesteps!). We'll make an observation every 10 minutes for a full day, starting two days after the satellites' epoch." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "dt = 10.0 / 60 / 24 # 10 minutes converted into days\n", "obs_start_mjd = leo_mjd + 2.0\n", "obs_end_mjd = obs_start_mjd + 1.0 + dt # Add an extra step to handle open interval\n", "obs_times_mjd = np.arange(obs_start_mjd, obs_end_mjd, dt)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now all we have to do is call each `Satellite` object's `self.propagate` function. This takes the observation timestamps as an input and outputs a tuple with the position and velocity vectors (in TETED coordinates)." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "leo_x, leo_v = leo_satellite.propagate(obs_times_mjd)\n", "mol_x, mol_v = mol_satellite.propagate(obs_times_mjd)\n", "geo_x, geo_v = geo_satellite.propagate(obs_times_mjd)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, let's make some plots of these orbits." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "from matplotlib import pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "def plot_satellite_pos(times, pos_vector, satellite_name):\n", " x = pos_vector[:, 0]\n", " y = pos_vector[:, 1]\n", " z = pos_vector[:, 2]\n", "\n", " t = times - times[0]\n", "\n", " fig, (ax1, ax2, ax3) = plt.subplots(3, sharex=True, figsize=(9, 9))\n", "\n", " ax1.plot(t, x, \"-or\", ms=5, lw=2)\n", " ax2.plot(t, y, \"-og\", ms=5, lw=2)\n", " ax3.plot(t, z, \"-ob\", ms=5, lw=2)\n", "\n", " plt.xlabel(\"Time (Days)\", fontsize=14)\n", "\n", " ax1.set(ylabel=\"X\", title=f\"TETED Coordinates of {satellite_name} (km)\")\n", " ax1.title.set_fontsize(16)\n", " ax1.yaxis.label.set_fontsize(14)\n", " ax1.yaxis.label.set_rotation(0)\n", " ax2.set(ylabel=\"Y\")\n", " ax2.yaxis.label.set_fontsize(14)\n", " ax2.yaxis.label.set_rotation(0)\n", " ax3.set(ylabel=\"Z\")\n", " ax3.yaxis.label.set_fontsize(14)\n", " ax3.yaxis.label.set_rotation(0)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_satellite_pos(obs_times_mjd, leo_x, \"LEO Satellite\")" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_satellite_pos(obs_times_mjd, mol_x, \"Molniya Satellite\")" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_satellite_pos(obs_times_mjd, geo_x, \"GEO Satellite\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And with that, we have successfully modeled the orbital motion of three very different satellites! In practice, however, we probably can't observe a satellite 24/7, and our telescope will certainly not be perfect. Our next example will show how `madlib` can be used to simulate observations of these satellites with a realistic sensor." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "maddg", "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": "3.11.5" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }