Second order to first order system

18 vues (au cours des 30 derniers jours)
Cesar
Cesar le 1 Oct 2022
Hi, How this second order system can be converted to a first order system:?
not really sure how to get this solution?
any help will be appreciated. Thanks
  3 commentaires
Star Strider
Star Strider le 1 Oct 2022
There is an error in the first equation.
It should be:
The Symbolic Math Toolbox can get part way there using odeToVectorField, however it would require effort to get the ‘A’ matrix from the vector field (first output) result. The other vectors you would simply have to create.
Cesar
Cesar le 2 Oct 2022
@Star Strider thanks for your reply. Maybe I was not clear enough. This is what I have:
omega = 2;
zeta = sqrt(3)/4;
sympref('AbbreviateOutput', false);
syms x(t) y(t) u
eqn = diff(x, 2) + 2*zeta*omega*diff(x) + (omega^2)*x == (omega^2)*u;
[V, S] = odeToVectorField(eqn)
A = [0 1; -4 -sqrt(3)];
B = [0; 4];
C = [1 0];
D = 0;
sys = ss(A, B, C, D)
However this solution is different to the one in this comment. I would like to get this solution. not sure how to do it...Any help will be appreciated. Thanks

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Réponses (1)

Star Strider
Star Strider le 2 Oct 2022
One approach (that involves doing an interim Laplace transform on the differential equation) —
omega = 2;
zeta = sqrt(3)/4;
sympref('AbbreviateOutput', false);
syms s t u(t) U X x(t) y(t)
eqn = diff(x, 2) + 2*zeta*omega*diff(x) + (omega^2)*x
eqn(t) = 
inp = (omega^2)*u
inp(t) = 
[V, S] = odeToVectorField(eqn)
V = 
S = 
Leqn = laplace(eqn == inp,t,s)
Leqn = 
Leqn = subs(Leqn, {laplace(x(t),t,s), x(0) subs(diff(x(t),t),0), laplace(u(t),t,s)}, {X, 0, 0, U})
Leqn = 
X = solve(Leqn,X)
X = 
[n,d] = numden(X)
n = 
d = 
np = sym2poly(n/U)
np = 4
dp = sym2poly(d)
dp = 1×3
1.0000 1.7321 4.0000
systf = tf(np, dp)
systf = 4 ----------------- s^2 + 1.732 s + 4 Continuous-time transfer function.
sysss = ss(systf)
sysss = A = x1 x2 x1 -1.732 -2 x2 2 0 B = u1 x1 2 x2 0 C = x1 x2 y1 0 1 D = u1 y1 0 Continuous-time state-space model.
The input is defined as (or ), and the Control System Toolbox normalises the numerator and denomminator. Setting the input to 1 instead of 4 and then substituting appropriately later may give you the essential duplicate of the state space system you described.
I will leave that for you to experiment with. This code does the ‘heavy lifting’ to get your differential equation into a state space realisation. Tweak it to get the result you want.
.

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