From eeb8c9f402c59517225ba7dd940931d9cc06d3df Mon Sep 17 00:00:00 2001 From: Joey Carpinelli Date: Sun, 8 Sep 2024 22:28:30 -0400 Subject: [PATCH] Adds notebooks (from months ago on a plane) --- paper/notebooks/manifold-computations.ipynb | 725 +++++++++++++++++++- paper/notebooks/representing-orbits.ipynb | 519 +++++++++++++- paper/notebooks/solving-orbits.ipynb | 177 ++++- 3 files changed, 1412 insertions(+), 9 deletions(-) diff --git a/paper/notebooks/manifold-computations.ipynb b/paper/notebooks/manifold-computations.ipynb index e92ee68d..7e1e8208 100644 --- a/paper/notebooks/manifold-computations.ipynb +++ b/paper/notebooks/manifold-computations.ipynb @@ -1,3 +1,722 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c855d4eb5096eda68087e94b084b78a93280e77d8907e2808597241bcb7e5030 -size 6318903 +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Manifold Intersections\n", + "\n", + "Eigen-spectrum perturbations off of periodic orbits in the circular restricted \n", + "three-body problem produce tubes of trajectories --- manifolds --- which are \n", + "_invariant_: once a spacecraft enters these manifolds, the model equations\n", + "state that the spacecraft stays in the state space defined by the manifold's \n", + "surface for all time. \n", + "\n", + "## Dependency Management\n", + "\n", + "The following dependencies are used in this notebook.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m Activating\u001b[22m\u001b[39m project at `/workspaces/GeneralAstrodynamics.jl/paper`\n", + "\u001b[32m\u001b[1m Resolving\u001b[22m\u001b[39m package versions...\n", + "\u001b[32m\u001b[1m No Changes\u001b[22m\u001b[39m to `/workspaces/GeneralAstrodynamics.jl/paper/Project.toml`\n", + "\u001b[32m\u001b[1m No Changes\u001b[22m\u001b[39m to `/workspaces/GeneralAstrodynamics.jl/paper/Manifest.toml`\n" + ] + } + ], + "source": [ + "import Pkg\n", + "Pkg.activate(joinpath(@__DIR__, \"..\"))\n", + "\n", + "Pkg.develop(\n", + " [\n", + " Pkg.PackageSpec(; path=joinpath(@__DIR__, \"..\", \"..\", \"lib\", \"AstrodynamicalCalculations\")),\n", + " Pkg.PackageSpec(; path=joinpath(@__DIR__, \"..\", \"..\", \"lib\", \"AstrodynamicalModels\")),\n", + " Pkg.PackageSpec(; path=joinpath(@__DIR__, \"..\", \"..\", \"lib\", \"AstrodynamicalSolvers\")),\n", + " Pkg.PackageSpec(; path=joinpath(@__DIR__, \"..\", \"..\")),\n", + " ]\n", + ")\n", + "\n", + "Pkg.instantiate()\n", + "\n", + "using SPICE, SPICEKernels\n", + "using GeneralAstrodynamics, Plots\n", + "using OrdinaryDiffEq, StaticArrays\n", + "\n", + "furnsh(\n", + " de432s(), # position and velocity data for nearby planets\n", + " latest_leapseconds_lsk(), # timekeeping, parsing epochs\n", + " gm_de440(), # mass parameters for major solar system bodies\n", + " pck00011(), # physical properties of major solar system bodies\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Periodic Orbits\n", + "\n", + "First, let's compute a periodic orbit about Sun-Earth L2 (lagrange point \\#2)." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Orbit in Circular Restricted Three Body Dynamics\n", + "\n", + " CartesianState with eltype Float64\n", + " \n", + " x: 1.0083813698126467\n", + " y: 0.0\n", + " z: 9.331179561949786e-5\n", + " ẋ: 0.0\n", + " ẏ: 0.009754824993713296\n", + " ż: 0.0\n", + "\n", + " CR3BParameters with eltype Float64\n", + " \n", + " μ: 3.0034805945423635e-6\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "orbit, period = let system = CR3BParameters(\"sun\", \"earth\")\n", + " u = halo(system.μ, 2; amplitude=1e-4)\n", + " Orbit(CartesianState(u), system), u.Δt\n", + "end\n", + "\n", + "orbit" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can plot the orbit using built-in plotting recipes. Let's keep this figure\n", + "handle as a variable too, so we can add on perturbed trajectories later." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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= plot(\n", + " trajectory; \n", + " idxs=(:x, :y, :z), title = \"Halo Orbit About Sun-Earth L2\",\n", + " aspect_ratio = :equal, label = :none, background = :transparent,\n", + " dpi = 200, size = (800, 400)\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Manifold Solvers\n", + "\n", + "The `AstrodynamicalSolvers` and `AstrodynamicalCalculations` packages, which are\n", + "both included in `GeneralAstrodynamics`, provide functions which perturb a \n", + "Cartesian state in the appropriate direction\n", + "to produce _stable_ and _unstable_ (or _convergent_ and _divergent_) manifolds\n", + "about periodic orbits in the circular restricted three-body problem. You can \n", + "compute these perturbations yourself by using the `perturb` and `perturb!` \n", + "methods, and you can compute convergent manifolds and divergent manifolds \n", + "with `converge`, `diverge`, `converge!`, and `diverge!`. " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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"metadata": { + "kernelspec": { + "display_name": "Julia 1.10.4", + "language": "julia", + "name": "julia-1.10" + }, + "language_info": { + "file_extension": ".jl", + "mimetype": "application/julia", + "name": "julia", + "version": "1.10.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/paper/notebooks/representing-orbits.ipynb b/paper/notebooks/representing-orbits.ipynb index cf1d63a7..06716733 100644 --- a/paper/notebooks/representing-orbits.ipynb +++ b/paper/notebooks/representing-orbits.ipynb @@ -1,3 +1,516 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:22a6f0aca1ec72c6f6d8c351fc30980415f5d7119afb34a27b3382388ecff326 -size 12928 +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Representing Orbits\n", + "\n", + "Any point in any gravitational field can be described by an `AbstractOrbit` for the \n", + "purposes of `GeneralAstrodynamics`. Every `AbstractOrbit` should provide the \n", + "_state_ of the body in the gravitational field, and a _system_ to construct the \n", + "gravitational field. The `AstrodynamicalModels` package provides representations\n", + "for orbits in common astrodynamical systems, e.g. the restricted two-body problem,\n", + "the circular restricted three-body problem, and the N-body problem. To illustrate \n", + "how orbits are represented, let's walk through an example in the restricted \n", + "two-body problem. In this scenario, we can describe a massless particle in the \n", + "gravitational field of a spherical shell with mass $m$.\n", + "\n", + "## Dependency Management\n", + "\n", + "The following dependencies are used in this notebook.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m Activating\u001b[22m\u001b[39m project at `/workspaces/GeneralAstrodynamics.jl/paper`\n", + "\u001b[32m\u001b[1m Resolving\u001b[22m\u001b[39m package versions...\n", + "\u001b[32m\u001b[1m No Changes\u001b[22m\u001b[39m to `/workspaces/GeneralAstrodynamics.jl/paper/Project.toml`\n", + "\u001b[32m\u001b[1m No Changes\u001b[22m\u001b[39m to `/workspaces/GeneralAstrodynamics.jl/paper/Manifest.toml`\n" + ] + } + ], + "source": [ + "import Pkg\n", + "Pkg.activate(joinpath(@__DIR__, \"..\"))\n", + "\n", + "Pkg.develop(\n", + " [\n", + " Pkg.PackageSpec(; path=joinpath(@__DIR__, \"..\", \"..\", \"lib\", \"AstrodynamicalCalculations\")),\n", + " Pkg.PackageSpec(; path=joinpath(@__DIR__, \"..\", \"..\", \"lib\", \"AstrodynamicalModels\")),\n", + " Pkg.PackageSpec(; path=joinpath(@__DIR__, \"..\", \"..\", \"lib\", \"AstrodynamicalSolvers\")),\n", + " Pkg.PackageSpec(; path=joinpath(@__DIR__, \"..\", \"..\")),\n", + " ]\n", + ")\n", + "\n", + "Pkg.instantiate()\n", + "\n", + "using GeneralAstrodynamics, StaticArrays" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## State Vectors\n", + "\n", + "One of Julia's most popular packages --- `StaticArrays.jl` --- provides as \n", + "`FieldVector` type that allows users to create performant labeled vectors. The\n", + "`AstrodynamicalModels.jl` package provides `FieldVector` sub-types for common\n", + "state and parameter representations in astrodynamics. Two such state \n", + "representations are the `CartesianState` and `OrbitalElements`. Both types \n", + "provide convenience constructors with keyword arguments, and allocations\n", + "without initialization.\n", + "\n", + "The `CartesianState` type represents a position and velocity in three-dimensional\n", + "space: $x$, $y$, $z$, $\\dot{x}$, $\\dot{y}$, and $\\dot{z}$. Note the convenience \n", + "constructors shown below. This type, and all other state vector types provided by\n", + "`AstrodynamicalModels`, is `mutable`. " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "CartesianState with eltype Float64\n", + "\n", + " x: 1.1e6\n", + " y: 0.0\n", + " z: 500000.0\n", + " ẋ: 0.0\n", + " ẏ: 10000.0\n", + " ż: 0.0\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "CartesianState(x=11e5, z=5e5, ẏ=1e4)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "CartesianState with eltype Float64\n", + "\n", + " x: 0.0\n", + " y: 0.0\n", + " z: 0.0\n", + " ẋ: 0.0\n", + " ẏ: 0.0\n", + " ż: 0.0\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "CartesianState()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "CartesianState with eltype Float64\n", + "\n", + " x: 1.390662882930313e-309\n", + " y: 0.0\n", + " z: 5.352687e-318\n", + " ẋ: 0.0\n", + " ẏ: 0.0\n", + " ż: 1.39066280802656e-309\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "CartesianState(undef)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The `OrbitalElements` type defines a Keplerian state with traditional orbital elements: \n", + "eccentricity $e$, semi-major axis $a$, inclination $i$, right ascension of the ascending\n", + "node $\\Omega$, argument of periapsis $\\omega$, and true anomaly $\\nu$. " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "OrbitalElements with eltype Float64\n", + "\n", + " e: 0.99\n", + " a: 1.0e6\n", + " i: 0.0\n", + " Ω: 0.0\n", + " ω: 0.0\n", + " ν: 0.0\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "OrbitalElements(e=0.99, a=10e5)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "OrbitalElements with eltype Float64\n", + "\n", + " e: 0.0\n", + " a: 0.0\n", + " i: 0.0\n", + " Ω: 0.0\n", + " ω: 0.0\n", + " ν: 0.0\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "OrbitalElements()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "OrbitalElements with eltype Float64\n", + "\n", + " e: 1.390663003289763e-309\n", + " a: 0.0\n", + " i: 2.76236e-318\n", + " Ω: 0.0\n", + " ω: 0.0\n", + " ν: 0.0\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "OrbitalElements(undef)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Parameter Types\n", + "\n", + "Dynamical systems may be defined by their equations, states, and parameters. \n", + "The parameters describe how the specific instantiation of a general system \n", + "will behave. Parameter types for all systems provided by `AstrodynamicalModels.jl`\n", + "are available as `FieldVector` sub-types, though this may change (with a major\n", + "version bump) in the future to better conform with `ModelingToolkit.jl`'s \n", + "`v9` release. All parameter types are **not mutable**, therefore they have no \n", + "uninitialized memory constructors. \n", + "\n", + ":::{.callout-note}\n", + "\n", + "This interface may look familiar to you! We are following the SciML organization's\n", + "_solver interface_, where any `ODESystem` is defined (mostly) by its states,\n", + "parameters, and equations. \n", + "\n", + ":::\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "R2BParameters with eltype Float64\n", + "\n", + " μ: 5.0e11\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "R2BParameters(5e11)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "R2BParameters with eltype Float64\n", + "\n", + " μ: 1.0e7\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "R2BParameters(μ=1e7)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Dynamics\n", + "\n", + "Within `AstrodynamicalModels.jl`, dynamics are mapped one-to-one with parameter\n", + "types. No two systems may have the same parameter types! To recover an `ODEFunction`\n", + "with a system's equations of motion, try the `dynamics` method." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "CartesianState with eltype Float64\n", + "\n", + " x: 0.964012200959345\n", + " y: 0.8497012754068375\n", + " z: 0.8530668790064586\n", + " ẋ: 0.020632134040933447\n", + " ẏ: 0.7664159070736973\n", + " ż: 0.9132562130364436\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "rand(CartesianState)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "6-element Vector{Float64}:\n", + " -0.6262445001942667\n", + " 1.1153289546768255\n", + " -0.2141922817809873\n", + " 0.11534827465477045\n", + " -0.29055110310234405\n", + " -0.33958668568429345" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "earth = R2BParameters(5e11)\n", + "\n", + "f = AstrodynamicalModels.dynamics(earth)\n", + "\n", + "du = let u = randn(CartesianState), p = randn(R2BParameters), t = NaN\n", + " du = zeros(6)\n", + " f(du, u, p, t)\n", + " du\n", + "end" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Orbit Types\n", + "\n", + "Finally, we have all of the pieces necessary to fully describe an astrodynamical\n", + "orbit. See the `Orbit` type's documentation below, along with usage examples.\n", + "Keeping the state and parameters tied together makes domain-specific calculations\n", + "easier: for this, see the `AstrodynamicalCalculations` package! \n", + "\n", + "When a `R2BOrbit` is shown within Julia, its conic section is automatically\n", + "computed and displayed. " + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Elliptical Orbit in Restricted Two Body Dynamics\n", + "\n", + " CartesianState with eltype Float64\n", + " \n", + " x: 1.1e6\n", + " y: 0.0\n", + " z: 300000.0\n", + " ẋ: 0.0\n", + " ẏ: 1000.0\n", + " ż: 0.0\n", + "\n", + " R2BParameters with eltype Float64\n", + " \n", + " μ: 5.0e17\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "orbit = Orbit(\n", + " CartesianState(x=11e5, z=3e5, ẏ=1e3),\n", + " R2BParameters(μ=5e17)\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "6-element Vector{Float64}:\n", + " 0.36881220100646994\n", + " 0.6561387972954706\n", + " 0.6253183140731318\n", + " -0.020746997927815255\n", + " -0.021465190349514624\n", + " -0.033831058635676016" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "f = dynamics(orbit)\n", + "f(du, rand(CartesianState), rand(R2BParameters), 0)\n", + "du" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.99999771964915" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "eccentricity(orbit)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "OrbitalElements with eltype Float64\n", + "\n", + " e: 0.99999771964915\n", + " a: 570088.3625503101\n", + " i: 0.2662520491509256\n", + " Ω: 4.71238898038469\n", + " ω: 4.71238898038469\n", + " ν: 3.141592653589793\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cartesian_to_keplerian(orbit.state, orbit.parameters)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Julia 1.10.4", + "language": "julia", + "name": "julia-1.10" + }, + "language_info": { + "file_extension": ".jl", + "mimetype": "application/julia", + "name": "julia", + "version": "1.10.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/paper/notebooks/solving-orbits.ipynb b/paper/notebooks/solving-orbits.ipynb index 6999e067..c0790f7c 100644 --- a/paper/notebooks/solving-orbits.ipynb +++ b/paper/notebooks/solving-orbits.ipynb @@ -1,3 +1,174 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f2636d387aa5cf31ce6e6960380b082496c4bf3dd4665a4672e3593d570d3188 -size 5283 +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Solving for Orbits\n", + "\n", + "While periodic restricted two-body orbits are simple to find, other dynamical\n", + "systems require more involved methods for finding periodic orbits. Periodic\n", + "circular restricted three-body orbits can be found using differential correction\n", + "algorithms; these algorithms are provided by the `AstrodynamicalSolvers` package,\n", + "which is included in `GeneralAstrodynamics`. \n", + "\n", + "## Dependency Management\n", + "\n", + "The following dependencies are used in this notebook.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m Activating\u001b[22m\u001b[39m project at `/workspaces/GeneralAstrodynamics.jl/paper`\n", + "\u001b[32m\u001b[1m Resolving\u001b[22m\u001b[39m package versions...\n", + "\u001b[32m\u001b[1m No Changes\u001b[22m\u001b[39m to `/workspaces/GeneralAstrodynamics.jl/paper/Project.toml`\n", + "\u001b[32m\u001b[1m No Changes\u001b[22m\u001b[39m to `/workspaces/GeneralAstrodynamics.jl/paper/Manifest.toml`\n" + ] + } + ], + "source": [ + "import Pkg\n", + "Pkg.activate(joinpath(@__DIR__, \"..\"))\n", + "\n", + "Pkg.develop(\n", + " [\n", + " Pkg.PackageSpec(; path=joinpath(@__DIR__, \"..\", \"..\", \"lib\", \"AstrodynamicalCalculations\")),\n", + " Pkg.PackageSpec(; path=joinpath(@__DIR__, \"..\", \"..\", \"lib\", \"AstrodynamicalModels\")),\n", + " Pkg.PackageSpec(; path=joinpath(@__DIR__, \"..\", \"..\", \"lib\", \"AstrodynamicalSolvers\")),\n", + " Pkg.PackageSpec(; path=joinpath(@__DIR__, \"..\", \"..\")),\n", + " ]\n", + ")\n", + "\n", + "Pkg.instantiate()\n", + "\n", + "using GeneralAstrodynamics, Plots" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Lyapunov Orbits\n", + "\n", + "Initial conditions for planar (lyapunov) orbits in circular restricted \n", + "three-body dynamics can be found using the `lyapunov` function. The function\n", + "takes in literal arguments: initial guesses for $x$ and $\\dot{y}$ values in \n", + "normalized synodic coordinates, normalized mass parameter $\\mu$, and an initial\n", + "guess for a normalized orbital period $T$. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(x = 1.1, ẏ = 0.16470443657623324, Δt = 3.3860120504856854)" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "let x = 1.1, ẏ = 0.15, μ = 0.012, T = 3.4\n", + " lyapunov(x, ẏ, μ, T)\n", + "end" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Halo Orbits\n", + "\n", + "Initial conditions for extra-planar (halo) orbits in circular restricted \n", + "three-body dynamics can be found using the `halo` function. The function\n", + "takes in literal arguments: initial guesses for $x$, $z$, and $\\dot{y}$ values \n", + "in normalized synodic coordinates, normalized mass parameter $\\mu$, and an initial\n", + "guess for a normalized orbital period $T$. " + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(x = 1.1199888930945698, z = 0.0009, ẏ = 0.17522969965552507, Δt = 3.4140846896764954)" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "let x = 1.12, z = 0.0009, ẏ = 0.175, μ = 0.012, T = 3.1\n", + " halo(x, z, ẏ, μ, T)\n", + "end" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Semantic Solvers\n", + "\n", + "In addition to _literal_ arguments, you can also use a `halo` method with \n", + "_semantic_ arguments: desired orbit amplitude and phase, lagrange point, etc.\n", + "Internally, an approximate solution is computed using the Richardson expansion:\n", + "see the `AstrodynamicalCalculations.richardson_ic` function for more information\n", + "about the approximation used. Note that you can compute a periodic planar \n", + "(lyapunov) orbit with semantic arguments by calling the `halo` method with \n", + "keyword argument `amplitude=0`." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(x = 0.8241721649330443, z = 0.001110391755138505, ẏ = 0.1258842111745112, Δt = 2.7443592517398923)" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "let μ = 0.012, lagrange = 1, amplitude = 1e-3\n", + " halo(μ, lagrange; amplitude = amplitude)\n", + "end" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Julia 1.10.4", + "language": "julia", + "name": "julia-1.10" + }, + "language_info": { + "file_extension": ".jl", + "mimetype": "application/julia", + "name": "julia", + "version": "1.10.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}