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September 12, 2024 08:06
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A clean example of approaching an ODE via a Laplace transform in Sympy
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from sympy import symbols, Eq, laplace_transform | |
from sympy.physics.mechanics import dynamicsymbols | |
t, s, G, F = symbols('t s G F') | |
g, f = dynamicsymbols('g f') # type: ignore | |
# Equation: d^2g/dt^2 + 4dg/dt + 3g = 0.2 df/dt + 1.5f | |
eq_lhs = g.diff(t, t) + 4 * g.diff(t) + 3 * g # type: ignore | |
eq_rhs = 0.2 * f.diff(t) + 1.5 * f # type: ignore | |
laplace_eq = Eq(laplace_transform(eq_lhs, t, s)[0], laplace_transform(eq_rhs, t, s)[0]).subs({ | |
g.subs(t, 0): -1, # g(0) = -1 | |
g.diff(t).subs(t, 0): 0, # g'(0) = 0 | |
f.subs(t, 0): 0, # f(0) = 0 | |
laplace_transform(g, t, s)[0]: G, # L(g(t)) = G(s) | |
laplace_transform(f, t, s)[0]: F, # L(f(t)) = F(s) | |
}) | |
display(laplace_eq.simplify().expand().reversed) # show it exactly as in the materials | |
display(Eq(G, sp.solve(laplace_eq, G)[0])) |
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