This example tests the simplest stabilization scheme, i.e. that with the isotropic
diffusion balance approach. In OGS, the type name of that stabilization scheme
is IsotropicDiffusion
.
Stabilization is the numerical approach to eliminate the spatial oscillations produced by the Galerkin finite element method for the advection diffusion transport equation.
The advection diffusion transport equation takes the form $$ \frac{\partial u}{\partial t}  \nabla(\mathbf{K}\nabla u) + {\mathbf v}\cdot \nabla u = Q $$ with $u$ the primary variable, $\mathbf v$ the fluid velocity, $\mathbf{K}$ the diffusion coefficient.
The stabilization scheme adds an artificial isotropic balancing dissipation to the diffusion coefficient to force the Péclet number to be smaller than 1. The isotropic balancing dissipation is defined as $$ \mathbf{K}_{\delta} = \frac{1}{2}\alpha \mathbf vh \mathbf I $$ with $\alpha \in [0,1]$ the tuning parameter, $h$ the element size (e.g. the maximum edge length of element), and $\mathbf I$ the identity matrix.
The example defines the mass transport in liquid flow with a constant liquid velocity in 1D domain.
The domain size is 0.8 m. The initial value of the primary variable is 0. The Dirichlet boundary conditions are applied on the left and right boundaries with respective values 1.0 and 0.0. The constant velocity is 1.e4 m/s. The diffusion coefficient is $10^{9}$ m/s. The analysis duration is 7200 s.
Derived by Ogata, A. and Banks [1], the analytical solution of the example is $$ c(x, t)=\frac{1}{2}\left(\mathrm{erfc}\left(\frac{xv t}{2\sqrt{K t}}\right) +\mathrm{exp}(vx/K) \mathrm{erfc}\left(\frac{x+v t}{2\sqrt{K t}}\right) \right) $$ where $v$ and $K$ are the scalar values of $\mathbf v$ and $\mathbf K$, respectively. Since the given diffusion coefficient is too small, the term with $\mathrm {exp}$ function is dropped due to overflow. This leads to $$ c(x, t) \approx \frac{1}{2} \mathrm{erfc}\left(\frac{xv t}{2\sqrt{K t}}\right) $$
The example is for mass transport process. To tailor it for running with HT process in OGS, the input material data are defined such as
The tuning parameter for IsotropicDiffusion
takes small value 0.15, while the
cutoff velocity is 0.
Note: With the same material data, the example is
also tested with ThermoHydroMechanics
process by fixing displacement to zero
at all mesh nodes.
With the Galerkin finite element method, fine spatial and temporal discretizations give more accurate results, however, it can lead to spatial oscillation when Péclet number is large.
To investigate such phenomenon, different spatial and temporal discretizations are considered for the example.
The following figures show the benchmark results with two different spatial and temporal
discretization sets. Both results show that the stabilization of IsotropicDiffusion
eliminates the spatial oscillation.
The following figure compares the simulation results obtained with $\alpha=0.15$ and its maximum value 1, respectively:
[1] Ogata, A. and Banks, R.B., 1961. A solution of the differential equation of longitudinal dispersion in porous media: fluid movement in earth materials. US Government Printing Office.
This article was written by Wenqing Wang. If you are missing something or you find an error please let us know.
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Last revision: October 24, 2022
Commit: [web] Update docs on notebook testing and web conversion. 1cb932f
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