Trouble using ODE45 for coupled non-linear differential equation
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Hi,
I am attempting to model the back filling of a large vacuum vessel with Nitrogen. The flow of the Nitrogen is controlled by the valve with a certain valve flow coefficient. P2 is constant and approximately one atmosphere. I have derivived the following equations to model this.

So I wrote the following code with ODE45 to monitor the pressure over time.
% IC Vector
IC_BF = [P01, Q0, dP0, dQ0];
t = [0 10];
options = odeset('RelTol',1e-12 );
[t_ode45,Result] = ode45(@BF_dyn, t, IC_BF, options)
function result = BF_dyn(t, x)
% Constants
R = 8.314; % J / mol·K
C_v = 0.28*(6.309e-5/1); % (gallons/min) ( 6.309e-5 (m^3/s)/ 1 (gallons/min)) = m^3/s
Tamb = 293; % K
G = 0.967;
dewar_vol = 4.4; % m^3
rho_N2 = 1.25; %kg/m^3
M_N2 = 28.02*(1/1000); % g/mol * (1 kg/1000g) = kg/mol
P02 = 6894.76; % Pa
b = (sqrt(G)/(C_v))^2;
a = rho_N2*R*Tamb/(M_N2*dewar_vol);
result = [
-2*x(2)*x(4)*b;
(1/a)*x(4);
x(3);
x(4);
];
end
However, when I plot the results I get the following, which goes significantly higher than P2 before attempting to go negative when in reality it should asymptote out to P2.

Am I implement this system into ODE45 wrong? Is there any way to incorporate the realtionship between P1 and P2 into ODE45 by adding additional arguement to my results vector?
Thank you for any assistance you can offer!
Respuestas (1)
Torsten
el 2 de Oct. de 2024
Editada: Walter Roberson
el 2 de Oct. de 2024
I can't recover the four differential equations you solve from the two equations you included in mathematical form.
Your equations can be solved analytically:
syms a b P01 Q0 dP0 dQ0
syms t x1(t) x2(t) x3(t) x4(t)
odes = [diff(x1,t) == -2*b*x2*x4,diff(x2,t) ==x4/a,diff(x3,t)==x3,diff(x4,t)==x4];
conds = [x1(0)==P01,x2(0)==Q0,x3(0)==dP0,x4(0)==dQ0];
sol = dsolve(odes,conds);
sol.x1
sol.x2
sol.x3
sol.x4
1 comentario
Walter Roberson
el 2 de Oct. de 2024
(Unfortunately due to a glitch, the output is not rendering here on MATLAB Answers. If you run the code on your own display then it will work.)
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