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Heaviside function in ODE

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Pascal Schulthess
Pascal Schulthess el 11 de Abr. de 2018
Comentada: Sayan Batabyal el 14 de Dic. de 2020
I have the following set of ODEs
dxdt(1) = -ka*x(1);
dxdt(2) = ka/V*x(1) - ke*x(2);
dxdt(3) = -a1*exp(-b1*x(3)).*x(3) + (x(2) - c1)*H(x(2) - c1);
wherein H(x) = 1 for x >= 0 and 0 otherwise is a Heaviside function. I've learned that such an ODE should be solved by using events.
This is what I currently have:
function mcm
% Time
tstart = 0;
tfinal = 2*24;
tspan = tstart:0.1:tfinal;
% Initial conditions
x0 = [200; 0; 0];
% Parameters
ka = 2.4;
V = 14;
ke = 0.39;
a1 = 0.7;
b1 = 0.31;
c1 = 3.7;
% Options with event function
options = odeset('Events', @heavi);
% Solve until first terminal event
[t, x, te, xe, ie] = ode45(@model, tspan, x0, options);
% Plot
plotnames = ['x1'; 'x2'; 'x3'];
for i = 1:length(x0)
subplot(3, 1, i);
plot(t, x(:, i))
title(plotnames(i, :));
end
% Model
function dxdt = model(t, x)
% Initialise
dxdt = zeros(3, 1);
% Model equations
dxdt(1) = -ka*x(1);
dxdt(2) = ka/V*x(1) - ke*x(2);
dxdt(3) = -a1*exp(-b1*x(3)).*x(3);
end
% Event function
function [value, isterminal, direction] = heavi(t, x)
value = x(2) - c1;
isterminal = 0;
direction = 0;
end
end
But I'm not sure how to add the Heaviside part to the third ODE. Any help would be greatly appreciated.

Respuesta aceptada

Torsten
Torsten el 11 de Abr. de 2018
1. Set isterminal=1 in the event function and organize your code as in the "ballode" example.
2. Switch a variable "flag" in "mcm" from 0 to 1 and vice versa each time you return from ode45 (i.e. when the event function detects a zero crossing of "value") and set
dxdt(3) = -a1*exp(-b1*x(3)).*x(3)+flag*(x(2)-c1);
Best wishes
Torsten.
  2 comentarios
Arjun Chakrawal
Arjun Chakrawal el 6 de Feb. de 2020
Pascal Schulthess-- could you please share your code on how did you actually implemented the suggestions by Torsten?
Sayan Batabyal
Sayan Batabyal el 14 de Dic. de 2020
@Torsten, Do you know how to change the value of flag inside the events function? If you can, please elaboarte with a small code snippet.

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