Solving system of nonlinear differential equations using ode45
이전 댓글 표시
I have a question for system of ordinary differential equations, because Matlab gives some strange solution as output. There is the code:
Jo1=1;
Jo2=2;
Jo3=3;
Mo1=1;
Mo2=1;
Mo3=1;
f=@(t,x)[x(4).*sin(x(3))./sin(x(2))+x(5).*cos(x(3))./sin(x(2));
cos(x(3)).*x(4)-sin(x(3)).*x(5);
-x(4).*sin(x(3)).*cos(x(2))./sin(x(2))-x(6).*cos(x(3)).*cos(x(2))./sin(x(2));
(Mo1-(Jo3-Jo2).*x(6).*x(5))./Jo1;
(Mo2-(Jo1-Jo3).*x(4).*x(6))./Jo2;
(Mo3-(Jo2-Jo1).*x(5).*x(4))./Jo3];
[t, x]= ode45(f, [0,1],[0,0,0,0,0,0]);
I get solution for x4, x5 and x6, but for x1, x2 and x3 the solution is NaN.
So if someone have any advice it would help.
답변 (3개)
Francisco J. Triveno Vargas
2024년 7월 12일
편집: Torsten
2024년 7월 12일
A simples tests is change the initial values like this:
clear
close all
Jo1=1;
Jo2=2;
Jo3=3;
Mo1=1;
Mo2=1;
Mo3=1;
f=@(t,x)[x(4).*sin(x(3))./sin(x(2))+x(5).*cos(x(3))./sin(x(2));
cos(x(3)).*x(4)-sin(x(3)).*x(5);
-x(4).*sin(x(3)).*cos(x(2))./sin(x(2))-x(6).*cos(x(3)).*cos(x(2))./sin(x(2));
(Mo1-(Jo3-Jo2).*x(6).*x(5))./Jo1;
(Mo2-(Jo1-Jo3).*x(4).*x(6))./Jo2;
(Mo3-(Jo2-Jo1).*x(5).*x(4))./Jo3];
[t, x]= ode45(f, [0,1],[0.01,0.01,0.01,0,0,0]);
figure(10)
plot(t,x)
It appears that your current formulations may be erroneous. If you are not comfortable memorizing the required formulas, I would suggest referring to established textbooks to copy the most commonly used and accepted expressions.
Additionally, since you are applying constant torques of Mo1 = 1, Mo2 = 1, and Mo3 = 1 to the system, the system is not going to remain in the desired equilibrium point of [0, 0, 0, 0, 0, 0] (also the initial values). This may indicate the need to further review your system dynamics and control strategies.
Rotational kinematics in terms of a 3-2-1 Euler rotation sequence:

Here is a simple demo:
%% The System
function dx = ode(t, x)
% the parameters
Jo1 = 1;
Jo2 = 2;
Jo3 = 3;
% the inputs (need to be designed)
Mo1 = - 1*x(1) - 2*x(4);
Mo2 = - 1*x(2) - 2*x(5);
Mo3 = - 1*x(3) - 2*x(6);
% the differential equations
dx = [x(4) + sin(x(1))*tan(x(2))*x(5) + cos(x(1))*tan(x(2))*x(6)
cos(x(1))* x(5) - sin(x(1))* x(6)
sin(x(1))*sec(x(2))*x(5) + cos(x(1))*sec(x(2))*x(6)
(Mo1 + (Jo2 - Jo3)*x(2)*x(3))/Jo1
(Mo2 + (Jo3 - Jo1)*x(3)*x(1))/Jo2
(Mo3 + (Jo1 - Jo2)*x(1)*x(2))/Jo3];
end
%% Run the simulation
tspan = [0, 15];
x0 = deg2rad([3, 6, 9, 0, 0, 0]);
[t, x] = ode45(@ode, tspan, x0);
plot(t, rad2deg(x(:,1:3))), grid on, xlabel('t'), ylabel('Angle (degree)')
title('Time responses of Euler angles')
legend('\theta_{1}', '\theta_{2}', '\theta_{3}', 'fontsize', 14)
댓글 수: 2
Miroslav Jovic
2024년 7월 17일
Sam Chak
2024년 7월 17일
Hi @Miroslav Jovic, I'm glad to hear that. If you found the example and code helpful, please consider clicking 'Accept' ✔️ on the answer. Additionally, you can show your appreciation by voting 👍 other answers as a token of support for knowledge sharing. Your support is greatly appreciated!
Muhammed abdulmalek
2024년 7월 11일
0 개 추천
Jo1 = 1;
Jo2 = 2;
Jo3 = 3;
Mo1 = 1;
Mo2 = 1;
Mo3 = 1;
f = @(t,x) [x(4) + sin(x(1)*tan(x(2))*x(5) + cos(x(1))*tan(x(2))*x(6));
cos(x(1)*x(5) - sin(x(1))*x(6));
sin(x(1)*sn(x(2))*x(5) + cos(x(1))*sn(x(2))*x(6));
(Mo1 - (Jo3 - Jo2)*x(3)*x(2))/Jo1;
(Mo2 - (Jo1 - Jo3)*x(1)*x(3))/Jo2;
(Mo3 - (Jo2 - Jo1)*x(2)*x(1))/Jo3];
[t, x]= ode45(f, [0, 1], [0, 0, 0, 0, 0, 0]);
plot(t, x), ızgara açık, xlabel('t')
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