{ "cells": [ { "cell_type": "markdown", "id": "30424983-2b30-44b5-b3b1-b97999fe49de", "metadata": {}, "source": [ "### Lookup Tables\n", "Until now we have performed what we call \"live\" calculations.\n", "This means that at each epoch of interest we have requested the spacecraft position, attitude, the position of the sun, the spacecraft distance from the Sun, etc. \n", "\n", "For some calculations, e.g., involving tight time sampling, or when computing planetary radiation (see below) this approach might just be too computationally expensive to be acceptable. \n", "This is why we introduce the concept of the _Lookup Table of Normalized Geometry Vectors_ (**LUT**)\n", "\n", "The fundamental concept behind it is that since we can write radiative accelerations as:\n", "\n", "
$\\vec{a} = \\frac{k}{c} \\, \\mathbb{L}(\\alpha, \\delta)$
\n", "\n", "\n", "Where $k$ depends on the specific acceleration we are computing and $c$ is the speed of light (e.g., $\\Phi/mc$ for solar radiation pressure) and $\\mathbb{L}$ is what we define as the _geometry vector_.\n", "\n", "The geometry vector depends only on the shape of the spacecraft, its thermo-optical properties and the incoming direction of a photon/ray (described through a righ ascension, $\\alpha$ and declination $\\delta$). \n", "\n", "Once the LUT is computed, we ideally can just plug it in pyRTX and compute the accelerations we need. \n" ] }, { "cell_type": "markdown", "id": "b972a422-1cd0-4bf4-b1a5-9d938bfbf5ce", "metadata": {}, "source": [ "### Computing the LUT\n", "The computation of the LUT is conceptually simple: \n", "we want to predict all the possible attitudes that the spacecraft will undergo with respect to the radiation source and have the corresponding geometry vectors computed and written down. \n", "When actually computing the acceleration we will just interpolate the LUT to the requested attitude. \n", "\n", "Note that here the \"attitude\" concept is quite general. \n", "Say that you have a cylindrical spacecraft orbiting a planet and its long axis is nadir-oriented. Then the $\\alpha$ and $\\delta$ of the Sun in the body-fixed frame will change along the orbit. Thus one can pre-compute the expected range of $\\alpha$ and $\\delta$ and compute the LUT on this range\n", "\n", "There are, of course, more complex examples.\n", "Think, for example, of a spacecraft with moving parts. \n", "Then in that case one must create the LUT spanning not only the $\\alpha$ and $\\delta$ angles, but also all possible configurations of the moving appendages. " ] }, { "cell_type": "markdown", "id": "bfde8a28-6d0b-4276-bddc-034d5f2ae692", "metadata": {}, "source": [ "Let's start with a simple example (they cylindrical spacecraft)" ] }, { "cell_type": "code", "execution_count": 1, "id": "51f7c4ee-6926-42ad-853b-3dd3129316f8", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import trimesh as tm\n", "from pyRTX.visual.utils import plot_mesh\n", "from pyRTX.classes.SRP import SolarPressure\n", "from pyRTX.classes.Spacecraft import Spacecraft\n", "from pyRTX.classes.PixelPlane import PixelPlane\n", "from pyRTX.classes.RayTracer import RayTracer\n", "import itertools\n", "import xarray as xr\n", "\n", "# Create a simple spacecraft (a capsule/cylinder)\n", "sc = tm.creation.capsule(height = 3, radius = 1, count = [9,9], )\n", "plot_mesh(sc, title = 'Spacecraft');" ] }, { "cell_type": "code", "execution_count": 3, "id": "da8576fb-0586-4fdd-baf6-4ad966f89b54", "metadata": {}, "outputs": [], "source": [ "# We need to create the spacecraft object\n", "sc_model = {\n", " 'BUS':{\n", " 'file' : sc,\n", " 'frame_type': 'UD',\n", " 'frame_name': 'BUS_FRAME',\n", " 'UD_rotation' : tm.transformations.identity_matrix(),\n", " 'center' : [0,0,0], \n", " 'specular': 0.3, \n", " 'diffuse' : 0,\n", " }}\n", "sc_object = Spacecraft(\n", " name = 'Capsule', \n", " base_frame = 'BUS_FRAME', \n", " mass = 1, # NOTE: here the mass is 1 because we want to compute the LUT \n", " spacecraft_model = sc_model, \n", " units = 'm')\n", "\n" ] }, { "cell_type": "markdown", "id": "d2ec38b0-dfc0-4b3c-976e-595749422d58", "metadata": {}, "source": [ "After having defined the spacecraft, we need to define the ranges of angles that we will be analyzing. For simplicity let's say that we expect the spacecraft to \"see\" the Sun in every possible configuration: i.e., alpha in $[0, 2\\pi]$ and delta in $[-\\pi/2, \\pi/2]$ " ] }, { "cell_type": "code", "execution_count": 4, "id": "fc9850d8-9a5e-4aad-a034-954a1eb096c3", "metadata": {}, "outputs": [], "source": [ "# One of the most important design parameters is the grid resolution\n", "# For now let's set the sampling at 10 degrees\n", "grid_res = 10 * np.pi/180 # radians\n", "\n", "RA = np.linspace(0, 2*np.pi, int(2*np.pi/grid_res) + 1)\n", "DEC = np.linspace(-np.pi/2, np.pi/2, int(np.pi/grid_res)+1)\n", "\n" ] }, { "cell_type": "code", "execution_count": 5, "id": "67a49d45-90eb-4b6d-a47c-f7e2946efc26", "metadata": {}, "outputs": [], "source": [ "# Now we have to define the pixel plane and the ray tracer\n", "rays = PixelPlane(\n", " spacecraft = sc_object, \n", " mode = 'Fixed', \n", " width = 15, \n", " height = 15, \n", " ray_spacing = 0.1, \n", " lon = 0, \n", " lat = 0, \n", " distance = 30,\n", " units = 'm', )\n", "\n", "\n", "rtx = RayTracer(\n", " sc_object, \n", " rays, \n", " kernel = 'Embree3', \n", " bounces = 1, \n", " diffusion = False, \n", ")\n", "\n", "# And define the solar pressure object\n", "srp = SolarPressure(sc_object, rtx, baseflux = None)" ] }, { "cell_type": "markdown", "id": "697bec6c-40ae-4814-baa0-f24e44dd3a7f", "metadata": {}, "source": [ "You'll have possibly noticed a couple of strange things: \n", "1) The mass of the spacecraft is 1\n", "2) The flux of the Sun is None\n", "\n", "These settings are related to our goal of computing the LUT. \n", "Indeed we want only to compute the geometry vector, so if you look at the equation at the beginning of this notebook, we know that the Solar Pressure is computed as\n", "
$\\frac{\\Phi}{mc} \\mathbb{L}$
\n", "So, we need to set $m$ and $\\Phi$ to unit values to get $\\mathbb{L}$. " ] }, { "cell_type": "markdown", "id": "6b6bbe05-6495-4752-9b2a-151760667a3b", "metadata": {}, "source": [ "Now, what is left to do is to compute the LUT!" ] }, { "cell_type": "code", "execution_count": 6, "id": "7b1a75b4-64f3-489e-933d-07d5f539b904", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " *** LUT size: (37, 19, 3) ...\n" ] } ], "source": [ "# Define an attribute dictionary for the LUT\n", "axes = []\n", "dims = []\n", "\n", "axes.append(RA)\n", "axes.append(DEC)\n", "dims.append('ra')\n", "dims.append('dec')\n", "dims.append('value')\n", "\n", "\n", "attrs = {\n", " 'base_frame' : 'BUS_FRAME', \n", " 'units' : 'km/s**2',\n", " 'ref_epoch' : 'None', \n", " 'dims' : \",\".join(dims), \n", " # These are needed when there are moving parts. \n", " # It will be discussed in a later example\n", " 'eul_set' : '1,2,3', \n", " 'moving_frames' : '', \n", "}\n", "\n", "\n", "shape = tuple([len(r) for r in axes] + [3])\n", "coords = {dims[i]: vals for i, vals in enumerate(axes)}\n", "\n", "print(f'\\n *** LUT size: {shape} ...')\n", "lut = np.empty(shape)" ] }, { "cell_type": "code", "execution_count": 7, "id": "75a51249-5f02-439a-bb90-439da9200a03", "metadata": {}, "outputs": [], "source": [ "for ir, ra in enumerate(RA):\n", " for ide, dec in enumerate(DEC):\n", " srp.rayTracer.rays.update_latlon(lon = ra, lat = dec)\n", " value = np.squeeze(srp.compute([None]))\n", " lut[ir, ide] = value" ] }, { "cell_type": "code", "execution_count": 8, "id": "06c86127-28c1-48dc-83a4-285ec17896a8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Dimensions: (ra: 37, dec: 19, value: 3)\n", "Coordinates:\n", " * ra (ra) float64 0.0 0.1745 0.3491 0.5236 ... 5.934 6.109 6.283\n", " * dec (dec) float64 -1.571 -1.396 -1.222 ... 1.222 1.396 1.571\n", "Dimensions without coordinates: value\n", "Data variables:\n", " look_up_table (ra, dec, value) float64 -7.063e-15 -5.512e-15 ... -1.021e-11\n", "Attributes:\n", " base_frame: BUS_FRAME\n", " units: km/s**2\n", " ref_epoch: None\n", " dims: ra,dec,value\n", " eul_set: 1,2,3\n", " moving_frames: \n" ] } ], "source": [ "# And transform it in an xarray for easier manipulation\n", "LUT = xr.Dataset(data_vars = {'look_up_table' : (dims, lut)}, \n", " coords = coords, \n", " attrs = attrs)\n", "\n", "print(LUT)" ] }, { "cell_type": "code", "execution_count": 10, "id": "5fa3d78b-d7ca-43f0-9474-748c9fea16ec", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# The LUT is computed! We can inspect it by plotting the acceleration over different directions\n", "# First adjust the coordinates to be in degrees, for easier visualization\n", "LUT1 = LUT.assign_coords(\n", " ra=np.rad2deg(LUT['ra']),\n", " dec=np.rad2deg(LUT['dec'])\n", ")\n", "\n", "# To see what the SRP acceleration would look like, let's multiply the geometry\n", "# vector by phi/m and convert to m/s2\n", "phi = 1670\n", "m = 1000\n", "\n", "LUT1 = LUT1 * phi/m * 1000\n", "\n", "\n", "fig, ax = plt.subplots(2,2, sharex = True, sharey = True)\n", "ax = ax.reshape(-1)\n", "for i in range(3):\n", " LUT1['look_up_table'].isel(value = i).plot(ax = ax[i],x='ra', y='dec', levels=20, cmap='viridis',)\n", "\n", "norm_data = xr.apply_ufunc(\n", " np.linalg.norm,\n", " LUT1['look_up_table'],\n", " input_core_dims=[['value']], # Specify which dimension to operate on\n", " kwargs={'axis': -1}\n", ")\n", "\n", "norm_data.plot.contourf(x='ra', y='dec', levels=20, cmap='viridis', ax=ax[-1])\n", "\n", "ax[0].set_title('X')\n", "ax[1].set_title('Y')\n", "ax[2].set_title('Z')\n", "ax[3].set_title('NORM')\n", "plt.tight_layout()\n" ] }, { "cell_type": "markdown", "id": "b158be31-0502-41ff-bf42-95c9bb819fae", "metadata": {}, "source": [ "Now that we have computed the LUT we can see how it can be useful. \n", "\n", "\n", "**Note** that in this case the calculation was simple/fast on purpose (to make this example runnable in a reasonable amount of time). \n", "Typical cases (e.g., with complex shapes and moving appendages) require much more time, and some additional coding effort (e.g., parallelization). \n", "You can find a full, in-depth, example of the computation of the LUT for Lunar Reconnaissance Orbiter in the `examples` folder (`examples/compute_lut.py`)" ] }, { "cell_type": "markdown", "id": "787a9a76-84ea-4ecf-8d03-4d6399599881", "metadata": {}, "source": [ "In a normal case one would save the LUT to a file for later use. \n", "The preferred format for pyRTX is NetCDF" ] }, { "cell_type": "code", "execution_count": 11, "id": "19ce1e6f-2ab1-4982-8716-4037b78b446e", "metadata": {}, "outputs": [], "source": [ "LUT.to_netcdf('capsule_lut.nc', encoding = LUT.encoding.update({'zlib': True, 'complevel': 1}))\n", "\n", "\n" ] }, { "cell_type": "markdown", "id": "68cb0c30-6212-44d3-ab6a-73b7abde42e3", "metadata": {}, "source": [ "To make the example realistic, we will assume that the spacecraft for which we have computed the LUT is Lunar Reconnaissance Orbiter. This way we can take advantage of the kernels (trajectory, etc) that we have used in the previous examples." ] }, { "cell_type": "code", "execution_count": 12, "id": "8e2430fb-99e2-4d91-8b4c-93d166744827", "metadata": {}, "outputs": [], "source": [ "# Let's see how to use the LUT now! \n", "# pyRTX exposes a class specifically thought to work with LUTs\n", "from pyRTX.classes.LookUpTable import LookUpTable \n", "from pyRTX.classes.Planet import Planet\n", "from pyRTX.classes.SRP import SunShadow, SolarPressure \n", "from pyRTX.classes.Precompute import Precompute\n", "import spiceypy as sp\n", "from pyRTX.core.analysis_utils import epochRange2\n", "import timeit\n", "\n", "METAKR = '../example_data/LRO/metakernel_lro.tm' # metakernel\n", "sp.furnsh(METAKR) # Load the metakernel containing references to the necessary SPICE frames\n", "\n", "lut = LookUpTable('capsule_lut.nc')" ] }, { "cell_type": "code", "execution_count": 13, "id": "697dc387-f476-4c94-b8de-e45334356d5c", "metadata": {}, "outputs": [], "source": [ "ref_epc \t= \"2010 may 10 09:25:00\"\n", "duration = 10000 \t\n", "timestep = 100\n", "# Define a basic epoch\n", "epc_et0 = sp.str2et( ref_epc ) \n", "epc_et1 = epc_et0 + duration\n", "epochs = epochRange2(startEpoch = epc_et0, endEpoch = epc_et1, step = timestep)\n", "\n", "\n", "\n", "\n", "\n", "sc_model = {\n", " 'BUS':{\n", " 'file' : sc,\n", " 'frame_type': 'Spice',\n", " 'frame_name': 'LRO_SC_BUS',\n", " 'center' : [0,0,0], \n", " 'specular': 0.3, \n", " 'diffuse' : 0,\n", " }}\n", "\n", "lro = Spacecraft(\n", " name = 'LRO', \n", " base_frame = 'LRO_SC_BUS', \n", " mass = 2000,\n", " spacecraft_model = sc_model, \n", " units = 'm')\n", "\n", "\n", "# Define the Moon object\n", "moon = Planet( fromFile = None,\n", " radius = 1737.4,\n", " name = 'Moon',\n", " bodyFrame = 'MOON_PA',\n", " sunFixedFrame = 'GSE_MOON',\n", " units = 'km',\n", " subdivs = 5,\n", " )\n", "\n", "\n", "prec = Precompute(epochs = epochs,)\n", "prec.precomputeSolarPressure(lro, moon, correction='LT+S')\n", "prec.dump()\n", "\n", "# Define the shadow function object\n", "shadow = SunShadow( spacecraft = lro,\n", "\t\t\t\t body = 'Moon',\n", "\t\t\t\t bodyShape = moon,\n", "\t\t\t\t limbDarkening = 'Eddington',\n", " \t\t\tprecomputation = prec,\n", "\t\t\t\t )\n", "\n", "# Define the solar pressure object (LUT mode)\n", "srp = SolarPressure( lro, \n", "\t\t\t\t rayTracer = None, # None because everything has been computed in advance\n", "\t\t\t\t baseflux = 1361.8, \n", "\t\t\t\t shadowObj = shadow,\n", "\t\t\t\t\t precomputation = prec,\n", "\t\t\t\t\t lookup = lut, # HERE WE USE THE LUT\n", "\t\t\t\t )" ] }, { "cell_type": "code", "execution_count": 14, "id": "fb39201c-2657-47ab-bb5a-39873b2054a9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Elapsed time 6.795316934003495 sec\n" ] } ], "source": [ "# Let's compute the SRP and time it\n", "tic = timeit.default_timer()\n", "accel = srp.lookupCompute(epochs) * 1e3\n", "toc = timeit.default_timer()\n", "print('Elapsed time', toc-tic, 'sec')" ] }, { "cell_type": "markdown", "id": "eaa49afe-82cc-4379-b58a-00b1b3ab4d75", "metadata": {}, "source": [ "This is a huge improvement with respect to the non-LUT case (live computation) that we discussed in the first example. 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