How to implement the Central Difference method integrator for a two body problem?

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Sathvik
Sathvik 2024년 2월 27일
편집: James Tursa 2024년 3월 19일
Considering I have the perigee altitude (measured from the center of the earth), entry tangential velocity at the periapsis, and the orbital inclination is 0, how do i implement this into MatLab to calculate the numerical orbit time period. Define a stopping criterion for the time integration loop in MatLab and save the time variable upon meeting the stopping criterion.

답변 (2개)

Balavignesh
Balavignesh 2024년 3월 15일
Hi Sathvik,
It is my understanding that you would like to calculate the numerical orbit time period for a given set of input values. One effective approach is to integrate the orbit's equations of motion using a numerical method, such as the Runge-Kutta method.
In MATLAB, the ode45 function is a versatile solver for ordinary differential equations. For this example, we'll employ the equations of the two-body problem in polar coordinates, assuming the orbit is either circular or elliptical (without perturbations) and that Earth is the central body.
The initial step involves calculating the semi-major axis and the initial angular momentum, followed by setting up the differential equations for solving. You can utilize ode45 to perform the integration over time and define a stopping criterion for the integration process.
Below is an example MATLAB code that illustrates this concept:
% Constants
mu = 3.986004418e5; % Earth's gravitational parameter in km^3/s^2
% Inputs
r_perigee = 6571; % Example: perigee altitude from the center of the Earth in km (Earth's radius + 200 km)
v_perigee = 7.8; % Example: tangential velocity at perigee in km/s
% Initial conditions
r0 = r_perigee; % Initial radius
v0 = v_perigee; % Initial tangential velocity
% Equations of motion for the two-body problem in polar coordinates
% dr/dt = vr
% dvr/dt = vtheta^2 / r - mu / r^2
% dtheta/dt = vtheta / r
% dvtheta/dt = - vr * vtheta / r
% Where vr is radial velocity (initially 0 for perigee) and vtheta is tangential velocity
% Define the ODE system
odefun = @(t, y) [y(2); y(4)^2 / y(1) - mu / y(1)^2; y(4) / y(1); -y(2) * y(4) / y(1)];
% Initial state vector: [r; vr; theta; vtheta]
y0 = [r0; 0; 0; v0];
% Time span: start at 0, we don't define an end time, letting the event function handle stopping
tspan = [0 Inf];
% Define an event function to stop the integration at one orbit (theta reaches 2*pi)
options = odeset('Events', @(t, y) event_OneOrbit(t, y));
% Solve the ODE
[t, y, te, ye, ie] = ode45(odefun, tspan, y0, options);
% The orbit time period is the time at the event
orbitTimePeriod = te;
% Display the result
disp(['Orbit Time Period: ', num2str(orbitTimePeriod), ' seconds']);
Orbit Time Period: 5324.6091 seconds
% Event function to stop integration when theta reaches 2*pi
function [value,isterminal,direction] = event_OneOrbit(t, y)
value = y(3) - 2*pi; % Detect theta - 2*pi
isterminal = 1; % Stop the integration
direction = 1; % Positive direction only
end
Kindly have a look at the following documentation links to have more information on:
Hope this helps!
Balavignesh

James Tursa
James Tursa 2024년 3월 19일
편집: James Tursa 2024년 3월 19일
You have:
altitude
tangential velocity
If you just want the orbital period, you can calculate as follows using the Vis-Viva equation and Kepler's 3rd Law:
Re = 6378137; % Equatorial radius of Earth (m)
mu = 3.986e14; % Gravitational parameter of Earth (m^3/s^2)
alt = _____ % Altitude of satellite (m) <-- You fill this in
vt = _____ % Tangential velocity of satellite (m/s) <--- You fill this in
r = Re + alt; % Radius of satellite (m)
a = 1 / (2/r - vt^2/mu); % Vis-Viva solved for semi-major axis (m)
n = sqrt(mu/a^3); % Kepler's 3rd Law solved for mean motion (rad/s)
P = 2*pi/n; % Period (s)

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