Created
May 14, 2019 11:26
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Quick and dirty solar system dynamics
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import numpy as np | |
from numpy.linalg import norm as l2 | |
import matplotlib.pyplot as plt | |
class PlanetarySim(): | |
# Masses e24 scale | |
DATA = ( | |
('SUN', 1.98847e6), | |
('MERCURY', 0.330), | |
('VENUS', 4.87), | |
('EARTH', 5.97), | |
('MOON', 0.073), | |
('MARS', 0.642), | |
('JUPYTER', 1898), | |
('SATURN', 568), | |
('URANUS', 86.8), | |
('NEPTUNE', 102), | |
('PLUTO', 0.014) | |
) | |
G = 39 | |
def __init__(self): | |
# Convert to solar masses | |
solar_mass = self.DATA[0][1] | |
self.nplanets = len(self.DATA) | |
self.m = np.empty(self.nplanets) | |
for i, (name, m) in enumerate(self.DATA): | |
self.m[i] = m / solar_mass | |
def step(self, s, v, f, dt): | |
nplanets = self.nplanets | |
# Estimate the forces | |
f_new = np.zeros((nplanets, 3)) | |
for i in range(nplanets): | |
for j in range(nplanets): | |
if i == j: | |
continue | |
r = s[j] - s[i] | |
nr = l2(r) | |
f_new[i, :] += self.G * self.m[j] * r / nr * nr * nr | |
f = f_new if f is None else f | |
# Integration step | |
s += v * dt + f * dt * dt / 2 | |
v += (f + f_new) * dt / 2 | |
return s, v, f_new | |
def sim(self, ntot, dt=0.001): | |
nplanets = self.nplanets | |
s = np.zeros((nplanets, 3)) | |
v = np.zeros((nplanets, 3)) | |
s[:, 0] = np.linspace(0, -1, nplanets, endpoint=True) | |
v[:, 1] = -np.linspace(0, 5, nplanets, endpoint=True) | |
orbit = np.empty((nplanets, ntot, 3)) | |
f = None | |
for n in range(ntot): | |
s, v, f = self.step(s, v, f, dt) | |
orbit[:, n, :] = s | |
return orbit | |
def main(): | |
p = PlanetarySim() | |
orbit = p.sim(1000) | |
print(orbit.shape) | |
for pi in orbit: | |
plt.plot(pi[:, 0], pi[:, 1]) | |
plt.ylim(-2, 2) | |
plt.xlim(-2, 2) | |
plt.show() | |
if __name__ == "__main__": | |
main() |
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