The correct answer is:
(a) ϕf ~= 1/2 ϕC
Explanation:
The question is related to the second-order upwind scheme for convection-diffusion problems. In this context, the goal is to find the normalized functional relationship between the face value (ϕf) and the cell-center value (ϕC) for a uniform grid.
In the second-order upwind scheme, the relationship between the face value and the cell-center value is derived based on the discretization of the convection term using an upwind scheme with higher-order accuracy. The scheme improves on the first-order upwind by considering information from two neighboring grid points, which leads to a more accurate approximation of the flux at the faces.
For a uniform grid in one-dimensional space, the second-order upwind scheme gives the following relationship:
ϕf≈12(ϕCprev+ϕCnext)\phi_f \approx \frac{1}{2} \left( \phi_C^{\text{prev}} + \phi_C^{\text{next}} \right)ϕf≈21(ϕCprev+ϕCnext)
Where ϕCprev\phi_C^{\text{prev}}ϕCprev and ϕCnext\phi_C^{\text{next}}ϕCnext are the values at the adjacent cell centers, and the relationship between ϕf\phi_fϕf (the value at the face) and ϕC\phi_CϕC (the value at the cell center) is approximately linear, with a factor of 1/2 for a uniform grid.