From d73a4c2ee035698de437086230985574766f195b Mon Sep 17 00:00:00 2001 From: santiditomas <72716997+santiditomas@users.noreply.github.com> Date: Sat, 21 Oct 2023 20:59:41 -0300 Subject: [PATCH] adding new physics algorithm: center of mass (#10743) * adding new physics algorithm: center of mass * Add changes requested by the reviewer * Add changes requested by the reviewer * Update center_of_mass.py * Update center_of_mass.py --------- Co-authored-by: Christian Clauss --- physics/center_of_mass.py | 109 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 109 insertions(+) create mode 100644 physics/center_of_mass.py diff --git a/physics/center_of_mass.py b/physics/center_of_mass.py new file mode 100644 index 000000000..bd9ba2480 --- /dev/null +++ b/physics/center_of_mass.py @@ -0,0 +1,109 @@ +""" +Calculating the center of mass for a discrete system of particles, given their +positions and masses. + +Description: + +In physics, the center of mass of a distribution of mass in space (sometimes referred +to as the barycenter or balance point) is the unique point at any given time where the +weighted relative position of the distributed mass sums to zero. This is the point to +which a force may be applied to cause a linear acceleration without an angular +acceleration. + +Calculations in mechanics are often simplified when formulated with respect to the +center of mass. It is a hypothetical point where the entire mass of an object may be +assumed to be concentrated to visualize its motion. In other words, the center of mass +is the particle equivalent of a given object for the application of Newton's laws of +motion. + +In the case of a system of particles P_i, i = 1, ..., n , each with mass m_i that are +located in space with coordinates r_i, i = 1, ..., n , the coordinates R of the center +of mass corresponds to: + +R = (Σ(mi * ri) / Σ(mi)) + +Reference: https://en.wikipedia.org/wiki/Center_of_mass +""" +from collections import namedtuple + +Particle = namedtuple("Particle", "x y z mass") # noqa: PYI024 +Coord3D = namedtuple("Coord3D", "x y z") # noqa: PYI024 + + +def center_of_mass(particles: list[Particle]) -> Coord3D: + """ + Input Parameters + ---------------- + particles: list(Particle): + A list of particles where each particle is a tuple with it´s (x, y, z) position and + it´s mass. + + Returns + ------- + Coord3D: + A tuple with the coordinates of the center of mass (Xcm, Ycm, Zcm) rounded to two + decimal places. + + Examples + -------- + >>> center_of_mass([ + ... Particle(1.5, 4, 3.4, 4), + ... Particle(5, 6.8, 7, 8.1), + ... Particle(9.4, 10.1, 11.6, 12) + ... ]) + Coord3D(x=6.61, y=7.98, z=8.69) + + >>> center_of_mass([ + ... Particle(1, 2, 3, 4), + ... Particle(5, 6, 7, 8), + ... Particle(9, 10, 11, 12) + ... ]) + Coord3D(x=6.33, y=7.33, z=8.33) + + >>> center_of_mass([ + ... Particle(1, 2, 3, -4), + ... Particle(5, 6, 7, 8), + ... Particle(9, 10, 11, 12) + ... ]) + Traceback (most recent call last): + ... + ValueError: Mass of all particles must be greater than 0 + + >>> center_of_mass([ + ... Particle(1, 2, 3, 0), + ... Particle(5, 6, 7, 8), + ... Particle(9, 10, 11, 12) + ... ]) + Traceback (most recent call last): + ... + ValueError: Mass of all particles must be greater than 0 + + >>> center_of_mass([]) + Traceback (most recent call last): + ... + ValueError: No particles provided + """ + if not particles: + raise ValueError("No particles provided") + + if any(particle.mass <= 0 for particle in particles): + raise ValueError("Mass of all particles must be greater than 0") + + total_mass = sum(particle.mass for particle in particles) + + center_of_mass_x = round( + sum(particle.x * particle.mass for particle in particles) / total_mass, 2 + ) + center_of_mass_y = round( + sum(particle.y * particle.mass for particle in particles) / total_mass, 2 + ) + center_of_mass_z = round( + sum(particle.z * particle.mass for particle in particles) / total_mass, 2 + ) + return Coord3D(center_of_mass_x, center_of_mass_y, center_of_mass_z) + + +if __name__ == "__main__": + import doctest + + doctest.testmod()