A simple Finite volume tool
This code is the result of the efforts of a chemical/petroleum engineer to develop a simple tool to solve the general form of convection-diffusion equation:
on simple uniform/nonuniform mesh over 1D, 1D axisymmetric (radial), 2D, 2D axisymmetric (cylindrical), and 3D domains.
The code accepts Dirichlet, Neumann, and Robin boundary conditions (which can be achieved by changing a, b, and c in the following equation) on a whole or part of a boundary:
It also accepts periodic boundary conditions.
The main purpose of this code is to serve as a handy tool for those who try to play with mathematical models, solve the model numerically in 1D, compare it to analytical solutions, and extend their numerical code to 2D and 3D with the minimum number of modifications in the 1D code.
The discretizaion schemes include
* central difference
* upwind scheme for convective terms
* TVD schemes for convective terms with many flux limiters
To get started, go to the `Test` folder and run the test scripts.
A few calculus functions (divergence, gradient, etc) and averaging techniques (arithmetic average, harmonic average, etc) are available, which can be helpful specially for solving nonlinear or coupled equations or implementing explicit schemes.
I have used the code to solve coupled nonlinear systems of PDE. You can find some of them in the Examples/advanced folder.
There are a few functions in the 'PhysicalProperties' folder for the calculation of the physical properties of fluids. Some of them are not mine, which is specified inside the file.
I'll try to update the documents regularly, in the github repository. Please give me your feedback/questions by writing a comment in my weblog: <http://fvt.simulkade.com/>
Special thanks: I vastly benefited from the ideas behind Fipy <http://www.ctcms.nist.gov/fipy/>, a python-based finite volume solver.
To start the solver, download and extract the zip archive, open and run 'FVToolStartUp' function.
To see the code in action, copy and paste the following in your Matlab command window:
L = 50; % domain length
Nx = 20; % number of cells
m = createMesh3D(Nx,Nx,Nx, L,L,L);
BC = createBC(m); % all Neumann boundary condition structure
BC.left.a(:) = 0; BC.left.b(:)=1; BC.left.c(:)=1; % Dirichlet for the left boundary
BC.right.a(:) = 0; BC.right.b(:)=1; BC.right.c(:)=0; % Dirichlet for the right boundary
D_val = 1; % value of the diffusion coefficient
D = createCellVariable(m, D_val); % assign the diffusion coefficient to the cells
D_face = harmonicMean(D); % calculate harmonic average of the diffusion coef on the cell faces
Mdiff = diffusionTerm(D_face); % matrix of coefficients for the diffusion term
[Mbc, RHSbc] = boundaryCondition(BC); % matix of coefficients and RHS vector for the BC
M = Mdiff + Mbc; % matrix of cefficients for the PDE
c = solvePDE(m,M, RHSbc); % send M and RHS to the solver
visualizeCells(c); % visualize the results
You can find some animated results of this code in my youtube channel:
hi, how I can solve 3d poison equation with derivative boundary conditions in pdetool in rectangular channel domain?
I don't visit this page regularly. You can always download the latest version from github:
I don't know why I can't download the attached .zip file. And I have tried many times. Could you send the files to me? My email is email@example.com. Thanks a lot!
Can you please explain the following corrections in your upwind scheme for convection term:
% Also correct for the boundary cells (not the ghost cells)
% Left boundary:
APx(1,:) = APx(1,:)-uw_max(1,:)/(2*DXp(1)); AW(1,:) = AW(1,:)/2;
% Right boundary:
AE(end,:) = AE(end,:)/2; APx(end,:) = APx(end,:) + ue_min(end,:)/(2*DXp(end));
% Bottom boundary:
APy(:,1) = APy(:,1)-vs_max(:,1)/(2*DYp(1)); AS(:,1) = AS(:,1)/2;
% Top boundary:
AN(:,end) = AN(:,end)/2; APy(:,end) = APy(:,end) + vn_min(:,end)/(2*DYp(end));
I will also appreciate if you could refer me to the relevant literature.
Please write your questions or comments preferably in the Github page of the code. My mathworks account is changed and I don't receive notifications anymore.
Sorry Alireza for this late reply. I have a new mathworks account so I don't receive notifications anymore. Yes, you can define a heterogeneous field. For instance, in the example above, replace the mesh creation and D definition lines with:
m=createMesh2D(Nx, Nx, L, L);
D=createCellVariable(m, rand(Nx, Nx));
You can replace the rand(Nx, Nx) with any matrix of Nx x Nx size.
Thanks for the magnificent work. Does your code support heterogeneous material properties as well? I am trying to solve a 2D transient heat equation on a domain that has different conductivities and heat capacities and I was hoping your framework could be of help.
Hi Hongwei, I'm glad you find the code useful. Please let me know if you like to add your application to the example folder. You are always welcome to send a pull request on github.
Thanks a lot !!! Very professional and general code !!! I will try to apply this in electron transport problems !!!
showdemo function is not available. I will update it later.
added support for 2D radial (r, theta) and 3D cylindrical (r, thetta, z)
update my weblog address
add youtube channel link to descriptions