diff --git a/examples/TLE_Propagation.ipynb b/examples/TLE_Propagation.ipynb index 4196d1ed17a5f196ff63017efae32d373b551f0e..34094d090ba826497b48446b6f93cc81ad000dc4 100644 --- a/examples/TLE_Propagation.ipynb +++ b/examples/TLE_Propagation.ipynb @@ -11,37 +11,55 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "This is a short example of how to propage NASA Two Line Elements (TLE) in the python-wrapped orekit." + "This is a short example of how to propage NASA Two Line Elements (TLE) in the Orekit Python Wrapper." ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Populating the interactive namespace from numpy and matplotlib\n" - ] - } - ], "source": [ - "%pylab inline\n", - "figsize(15,15)" + "## Initialize Orekit " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Import orekit and set up the java virtual machine." ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ - "#initialize orekit and JVM\n", "import orekit\n", - "orekit.initVM()\n", - "\n", + "vm = orekit.initVM()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Read the orekit-data file with basic paramters. This file is assumed to be in the current directory." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ "from orekit.pyhelpers import setup_orekit_curdir\n", "setup_orekit_curdir()" ] @@ -55,25 +73,45 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ - "from org.orekit.data import DataProvidersManager, ZipJarCrawler\n", "from org.orekit.frames import FramesFactory, TopocentricFrame\n", "from org.orekit.bodies import OneAxisEllipsoid, GeodeticPoint\n", "from org.orekit.time import TimeScalesFactory, AbsoluteDate, DateComponents, TimeComponents\n", "from org.orekit.utils import IERSConventions, Constants\n", "\n", - "from org.orekit.propagation.analytical.tle import TLE, TLEPropagator\n", - "from java.io import File\n", - "\n", - "from math import radians, pi" + "from org.orekit.propagation.analytical.tle import TLE, TLEPropagator" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "from math import radians, pi\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setting up the TLE " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Specify the two line elements that describes the orbit of the satellite as strings. Here these are specified directly, in a larger example these would likely be fetched from a file or from an on-line service." + ] + }, + { + "cell_type": "code", + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -82,16 +120,23 @@ "tle_line2 = \"2 27421 98.7490 199.5121 0001333 133.9522 226.1918 14.26113993 62\"" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The orekit TLE object parses the two line strings. [See TLE Doc](https://www.orekit.org/static/apidocs/org/orekit/propagation/analytical/tle/TLE.html) The Epoch is the timestamp where the two line elements are referenced to." + ] + }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "1 27421U 02021A 02124.48976499 -.00021470 00000-0 -89879-2 0 20\r\n", + "1 27421U 02021A 02124.48976499 -.00021470 00000-0 -89879-2 0 20\n", "2 27421 98.7490 199.5121 0001333 133.9522 226.1918 14.26113993 62\n", "Epoch : 2002-05-04T11:45:15.695\n" ] @@ -99,13 +144,28 @@ ], "source": [ "mytle = TLE(tle_line1,tle_line2)\n", + "\n", "print (mytle)\n", "print ('Epoch :',mytle.getDate())" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Preparing the Coordinate systems " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Orekit supports several coordinate systems, for this example the International Terrestrial Reference Frame (ITRF) is used for the planet. A slightly elliptical body is created for the Earth shape, according to the WGS84 model." + ] + }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -122,47 +182,77 @@ "## Define the station" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The location of the station is defined, and a [TopocentricFrame](https://www.orekit.org/site-orekit-10.1/apidocs/org/orekit/frames/TopocentricFrame.html) specific for this location is created.\n", + "\n", + "This frame is based on a position near the surface of a body shape. The origin of the frame is at the defining geodetic point location, and the right-handed canonical trihedra is:\n", + "\n", + "- X axis in the local horizontal plane (normal to zenith direction) and following the local parallel towards East\n", + "- Y axis in the horizontal plane (normal to zenith direction) and following the local meridian towards North\n", + "- Z axis towards Zenith direction" + ] + }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "longitude = radians(21.063)\n", "latitude = radians(67.878)\n", "altitude = 341.0\n", - "station1 = GeodeticPoint(latitude, longitude, altitude)\n", - "sta1Frame = TopocentricFrame(earth, station1, \"Esrange\")" + "station = GeodeticPoint(latitude, longitude, altitude)\n", + "station_frame = TopocentricFrame(earth, station, \"Esrange\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For the propagation a Earth centered inertial coordinate system is used, the EME2000. This frame is commonly also called J2000. This is a commonly used frame centered at the Earth, and fixed towards reference stars (not rotating with the Earth)." ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "inertialFrame = FramesFactory.getEME2000()" + ] + }, + { + "cell_type": "code", + "execution_count": 40, "metadata": {}, "outputs": [], "source": [ - "initialDate = AbsoluteDate(DateComponents(2002, 5, 7),\n", - " TimeComponents.H00,\n", - " TimeScalesFactory.getUTC())\n", - "\n", - "inertialFrame = FramesFactory.getEME2000()\n", - "\n", "propagator = TLEPropagator.selectExtrapolator(mytle)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Set the start and end date that is then used for the propagation." + ] + }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 41, "metadata": {}, "outputs": [], "source": [ - "extrapDate = initialDate;\n", + "extrapDate = AbsoluteDate(2002, 5, 7, 12, 0, 0.0, TimeScalesFactory.getUTC())\n", "finalDate = extrapDate.shiftedBy(60.0*60*24) #seconds" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 36, "metadata": {}, "outputs": [], "source": [ @@ -170,19 +260,25 @@ "pos=[]" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This is the core loop that performs the propagation, stepping extrapDate through the range with set stepsize. The results are stored in the el and pos lists." + ] + }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 42, "metadata": {}, "outputs": [], "source": [ "while (extrapDate.compareTo(finalDate) <= 0.0): \n", " pv = propagator.getPVCoordinates(extrapDate, inertialFrame)\n", " pos_tmp = pv.getPosition()\n", - " vel_tmp = pv.getVelocity()\n", " pos.append((pos_tmp.getX(),pos_tmp.getY(),pos_tmp.getZ()))\n", " \n", - " el_tmp = sta1Frame.getElevation(pv.getPosition(),\n", + " el_tmp = station_frame.getElevation(pv.getPosition(),\n", " inertialFrame,\n", " extrapDate)*180.0/pi\n", " el.append(el_tmp)\n", @@ -197,14 +293,21 @@ "## Plot Results" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot some of the results from the propagation. Note that in the plots below the x-axis are samples and not proper time." + ] + }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 51, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] @@ -216,20 +319,20 @@ } ], "source": [ - "plot(el)\n", - "ylim(0,90)\n", - "title('Elevation')\n", - "grid(True)" + "plt.plot(el)\n", + "plt.ylim(0,90)\n", + "plt.title('Elevation')\n", + "plt.grid(True)" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 52, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] @@ -242,8 +345,7 @@ ], "source": [ "plt.plot(pos); \n", - "plt.title('Inertial position')\n", - "plt.show()" + "plt.title('Inertial position');" ] }, { @@ -257,7 +359,7 @@ "metadata": { "hide_input": false, "kernelspec": { - "display_name": "Python [default]", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -271,7 +373,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.3" + "version": "3.7.6" }, "toc": { "navigate_menu": false, @@ -288,5 +390,5 @@ } }, "nbformat": 4, - "nbformat_minor": 1 + "nbformat_minor": 4 }