Plotting Solution for Different Times: Hyperbolic PDE
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I am trying to solve the Advection-Diffusion PDE delu/delt - 2*t*delu/delx = 0 using the Maccormack method. The domain is 0 <= x <= 1, t > 0, and I am given the initial conditions u(x,0) = sin(2*pi*x) for 0 <=x<=1 and the periodic boundary condition u(0, t) = u(1,t). The length step is deltax = 0.001, and the time step is deltat = 0.0005. So far, I have the following:
clear;
clc;
%% problem definition and discretization
xstep = 0.001;
tstep = 0.0005;
xdomain= [0 1];
tdomain= [0 1];
nx = round((xdomain(2)-xdomain(1))/xstep);
nt = round((tdomain(2)-tdomain(1))/tstep);
alpha=zeros((nx+1),1);
xt0 = zeros((nx+1),1); % initial condition
xold = zeros((nx+1),1); % solution at timestep k
xnew = zeros((nx+1),1);% solution at timestep k+1
xnew1 = xnew; % intermediate solution
for h = 1:nx+1
alpha(h) =-2*h;
end
%x0 = 0.0; % left boundary condition
%xl = 0.0; % right boundary condition
damping = -0.00; %-0.001;
% initial condition
for i=1:nx+1
xi = (i-1)*xstep;
xt0(i) = 0.0;
if(xi>0 && xi<=1)
xt0(i)=sin(2*3.1416*xi);
end
end
CFL = alpha*tstep/xstep;
xold = xt0;
%xold(1) = x0;
%xold(nx+1) = xl;
for k=1:nt
i = 0;
time = k*tstep;
for i=1:nx+1
% Use periodic boundary condition, u(nx+1)=u(1)
if(i==nx+1)
dudx = xold(1)-xold(nx+1);
du2dx2 = xold(i-1)-2*xold(i)+xold(1);
elseif(i==1)
dudx = xold(i+1)-xold(i);
du2dx2 = xold(nx+1)-2*xold(i)+xold(i+1);
else
dudx = xold(i+1)-xold(i); % C/2*(U(i+1,k)-U(i-1,k)
du2dx2 = xold(i+1)-2*xold(i)+xold(i-1);
end
% Predictor step
xnew1(i) = xold(i) - CFL(i)*dudx + tstep*damping*xold(i); % U(i,k+1)= U(i,k)-C/2*(U(i+1,k)-U(i-1,k)
% correction step
if(i==1)
dudx1 = xnew1(1) - xnew1(nx+1);
else
dudx1 = xnew1(i) - xnew1(i-1);
end
xnew(i) = 0.5*(xold(i) + xnew1(i) - CFL(i)*dudx1) + 0.5*tstep*damping*xnew1(i);
end
% xold= xnew;
end
x=linspace(xdomain(1),xdomain(2),nx+1);
t=linspace(tdomain(1),tdomain(2),(nx+1));
close all
hold on;
h1=plot(x,xt0,'r','linewidth',1);
hold on;
h2=plot(x,xnew,'g','linewidth',1);
hold on;
legend('Exact','Initital','t=0', 't=0.5','t=1')
xlabel('x [m]');
ylabel('Displacement, u(x,t) [m]');
ax=gca;
ax.FontSize= 12;
ax.XLim= [0 1];
ax.YLim= [-20 20];
I am trying to obtain solutions at time = 0, 0.5, and 1. However, I am not sure how to change the value of the time so that the value of the analytical solution changes, and so that the solutions can be stored and plotted. Any help would be appreciated.
2 Kommentare
darova
am 19 Apr. 2020
I only see first derivatives from here
Where did you get second one?
du2dx2 = xold(i-1)-2*xold(i)+xold(1);
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