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August 4, 2021 19:06
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import numpy as np | |
from scipy.integrate import odeint | |
import math | |
import matplotlib.pyplot as plt | |
def xvyplot(t,sol,e): | |
plt.plot(sol[:, 0],sol[:, 1] , 'p', label='x(t) vs y(t)') | |
plt.title("x v y with eccentricity of " + str(e)) | |
plt.legend(loc='best') | |
plt.xlabel('x') | |
plt.ylabel('y') | |
plt.grid() | |
plt.show() | |
def xvtplot(t,sol,e): | |
plt.plot(sol[:, 0],t , 'p', label='x(t) vs t') | |
plt.title("x v t with eccentricity of " + str(e)) | |
plt.legend(loc='best') | |
plt.xlabel('x') | |
plt.ylabel('t') | |
plt.grid() | |
plt.show() | |
def yvtplot(t,sol,e): | |
plt.plot(sol[:, 1],t , 'p', label='y(t) vs t') | |
plt.title("y v t with eccentricity of " + str(e)) | |
plt.legend(loc='best') | |
plt.xlabel('y') | |
plt.ylabel('t') | |
plt.grid() | |
plt.show() | |
e1 = 0.9 #eccentricity | |
#also try 0 and 0.5 | |
e2 = 0 # circular orbit | |
e3 = 0.5 | |
NUM_POINTS = 90 | |
t = np.linspace(0, np.pi*6, NUM_POINTS) | |
def twobody(v,t): | |
x, y, xPrime, yPrime = v | |
r = math.sqrt(math.pow(x,2) + math.pow(y,2)) | |
dydt = [ | |
xPrime, # xprime formula | |
yPrime, # yprime formula | |
-x/(r*r*r), # xdprime | |
-y/(r*r*r) # y dprime | |
] | |
return dydt | |
def conservationOfEnergy(x, y, xPrime, yPrime): | |
r = np.sqrt(x*x + y*y) | |
return (1/2)*(xPrime*xPrime + yPrime*yPrime) - 1 / r | |
def conservationOfAngularMomentum(x, y, xPrime, yPrime): | |
return x*yPrime-y*xPrime | |
e = e1 | |
sol = odeint( | |
twobody, | |
t=t, | |
y0=np.array([ | |
1 - e, | |
0, | |
0, | |
math.sqrt((1 + e) / (1 - e)) | |
]) | |
) | |
xvyplot(t,sol,e) | |
xvtplot(t,sol,e) | |
yvtplot(t,sol,e) | |
x = sol[:,0] | |
y = sol[:,1] | |
energy = conservationOfEnergy(x, y, sol[:,2], sol[:,3]) | |
momentum = conservationOfAngularMomentum(x, y, sol[:,2], sol[:,3]) | |
''' | |
1. Convert the 2nd order equations into first order equations | |
2. Plug in initial values | |
''' | |
e = e2 | |
sol = odeint( | |
twobody, | |
t=t, | |
y0=np.array([ | |
1 - e, | |
0, | |
0, | |
math.sqrt((1 + e) / (1 - e)) | |
]) | |
) | |
xvyplot(t,sol,e) | |
xvtplot(t,sol,e) | |
yvtplot(t,sol,e) | |
e = e3 | |
sol = odeint( | |
twobody, | |
t=t, | |
y0=np.array([ | |
1 - e, | |
0, | |
0, | |
math.sqrt((1 + e) / (1 - e)) | |
]) | |
) | |
xvyplot(t,sol,e) | |
xvtplot(t,sol,e) | |
yvtplot(t,sol,e) | |
e = e1 | |
plt.plot(t , energy, 'p',) | |
plt.title("t v energy with eccentricity of " + str(e)) | |
plt.legend(loc='best') | |
plt.xlabel('t') | |
plt.ylabel('energy') | |
plt.grid() | |
plt.show() | |
plt.plot(t , momentum, 'p',) | |
plt.title("t v momentum with eccentricity of " + str(e)) | |
plt.legend(loc='best') | |
plt.xlabel('t') | |
plt.ylabel('momentum') | |
plt.grid() | |
plt.show() |
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