Python/physics/basic_orbital_capture.py
Alex Bernhardt a0b642cfe5
Physics/basic orbital capture (#8857)
* Added file basic_orbital_capture

* updating DIRECTORY.md

* added second source

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* fixed spelling errors

* accepted changes

* updating DIRECTORY.md

* corrected spelling error

* Added file basic_orbital_capture

* added second source

* fixed spelling errors

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* applied changes

* reviewed and checked file

* added doctest

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* removed redundant constnant

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* added scipy imports

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* added doctests to capture_radii and scipy const

* fixed conflicts

* finalizing file. Added tests

* Update physics/basic_orbital_capture.py

---------

Co-authored-by: github-actions <${GITHUB_ACTOR}@users.noreply.github.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Christian Clauss <cclauss@me.com>
2023-07-28 20:30:05 +02:00

179 lines
5.4 KiB
Python
Raw Blame History

This file contains ambiguous Unicode characters

This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

from math import pow, sqrt
from scipy.constants import G, c, pi
"""
These two functions will return the radii of impact for a target object
of mass M and radius R as well as it's effective cross sectional area σ(sigma).
That is to say any projectile with velocity v passing within σ, will impact the
target object with mass M. The derivation of which is given at the bottom
of this file.
The derivation shows that a projectile does not need to aim directly at the target
body in order to hit it, as R_capture>R_target. Astronomers refer to the effective
cross section for capture as σ=π*R_capture**2.
This algorithm does not account for an N-body problem.
"""
def capture_radii(
target_body_radius: float, target_body_mass: float, projectile_velocity: float
) -> float:
"""
Input Params:
-------------
target_body_radius: Radius of the central body SI units: meters | m
target_body_mass: Mass of the central body SI units: kilograms | kg
projectile_velocity: Velocity of object moving toward central body
SI units: meters/second | m/s
Returns:
--------
>>> capture_radii(6.957e8, 1.99e30, 25000.0)
17209590691.0
>>> capture_radii(-6.957e8, 1.99e30, 25000.0)
Traceback (most recent call last):
...
ValueError: Radius cannot be less than 0
>>> capture_radii(6.957e8, -1.99e30, 25000.0)
Traceback (most recent call last):
...
ValueError: Mass cannot be less than 0
>>> capture_radii(6.957e8, 1.99e30, c+1)
Traceback (most recent call last):
...
ValueError: Cannot go beyond speed of light
Returned SI units:
------------------
meters | m
"""
if target_body_mass < 0:
raise ValueError("Mass cannot be less than 0")
if target_body_radius < 0:
raise ValueError("Radius cannot be less than 0")
if projectile_velocity > c:
raise ValueError("Cannot go beyond speed of light")
escape_velocity_squared = (2 * G * target_body_mass) / target_body_radius
capture_radius = target_body_radius * sqrt(
1 + escape_velocity_squared / pow(projectile_velocity, 2)
)
return round(capture_radius, 0)
def capture_area(capture_radius: float) -> float:
"""
Input Param:
------------
capture_radius: The radius of orbital capture and impact for a central body of
mass M and a projectile moving towards it with velocity v
SI units: meters | m
Returns:
--------
>>> capture_area(17209590691)
9.304455331329126e+20
>>> capture_area(-1)
Traceback (most recent call last):
...
ValueError: Cannot have a capture radius less than 0
Returned SI units:
------------------
meters*meters | m**2
"""
if capture_radius < 0:
raise ValueError("Cannot have a capture radius less than 0")
sigma = pi * pow(capture_radius, 2)
return round(sigma, 0)
if __name__ == "__main__":
from doctest import testmod
testmod()
"""
Derivation:
Let: Mt=target mass, Rt=target radius, v=projectile_velocity,
r_0=radius of projectile at instant 0 to CM of target
v_p=v at closest approach,
r_p=radius from projectile to target CM at closest approach,
R_capture= radius of impact for projectile with velocity v
(1)At time=0 the projectile's energy falling from infinity| E=K+U=0.5*m*(v**2)+0
E_initial=0.5*m*(v**2)
(2)at time=0 the angular momentum of the projectile relative to CM target|
L_initial=m*r_0*v*sin(Θ)->m*r_0*v*(R_capture/r_0)->m*v*R_capture
L_i=m*v*R_capture
(3)The energy of the projectile at closest approach will be its kinetic energy
at closest approach plus gravitational potential energy(-(GMm)/R)|
E_p=K_p+U_p->E_p=0.5*m*(v_p**2)-(G*Mt*m)/r_p
E_p=0.0.5*m*(v_p**2)-(G*Mt*m)/r_p
(4)The angular momentum of the projectile relative to the target at closest
approach will be L_p=m*r_p*v_p*sin(Θ), however relative to the target Θ=90°
sin(90°)=1|
L_p=m*r_p*v_p
(5)Using conservation of angular momentum and energy, we can write a quadratic
equation that solves for r_p|
(a)
Ei=Ep-> 0.5*m*(v**2)=0.5*m*(v_p**2)-(G*Mt*m)/r_p-> v**2=v_p**2-(2*G*Mt)/r_p
(b)
Li=Lp-> m*v*R_capture=m*r_p*v_p-> v*R_capture=r_p*v_p-> v_p=(v*R_capture)/r_p
(c) b plugs int a|
v**2=((v*R_capture)/r_p)**2-(2*G*Mt)/r_p->
v**2-(v**2)*(R_c**2)/(r_p**2)+(2*G*Mt)/r_p=0->
(v**2)*(r_p**2)+2*G*Mt*r_p-(v**2)*(R_c**2)=0
(d) Using the quadratic formula, we'll solve for r_p then rearrange to solve to
R_capture
r_p=(-2*G*Mt ± sqrt(4*G^2*Mt^2+ 4(v^4*R_c^2)))/(2*v^2)->
r_p=(-G*Mt ± sqrt(G^2*Mt+v^4*R_c^2))/v^2->
r_p<0 is something we can ignore, as it has no physical meaning for our purposes.->
r_p=(-G*Mt)/v^2 + sqrt(G^2*Mt^2/v^4 + R_c^2)
(e)We are trying to solve for R_c. We are looking for impact, so we want r_p=Rt
Rt + G*Mt/v^2 = sqrt(G^2*Mt^2/v^4 + R_c^2)->
(Rt + G*Mt/v^2)^2 = G^2*Mt^2/v^4 + R_c^2->
Rt^2 + 2*G*Mt*Rt/v^2 + G^2*Mt^2/v^4 = G^2*Mt^2/v^4 + R_c^2->
Rt**2 + 2*G*Mt*Rt/v**2 = R_c**2->
Rt**2 * (1 + 2*G*Mt/Rt *1/v**2) = R_c**2->
escape velocity = sqrt(2GM/R)= v_escape**2=2GM/R->
Rt**2 * (1 + v_esc**2/v**2) = R_c**2->
(6)
R_capture = Rt * sqrt(1 + v_esc**2/v**2)
Source: Problem Set 3 #8 c.Fall_2017|Honors Astronomy|Professor Rachel Bezanson
Source #2: http://www.nssc.ac.cn/wxzygx/weixin/201607/P020160718380095698873.pdf
8.8 Planetary Rendezvous: Pg.368
"""