This is my first question in this forum. Talking with colleagues we were not able to reach a clear conclusion, so I post the question here.
Let’s assume a steady-state Navier-Stokes flow as obtained, for instance with the LB method.
Now we apply a small local perturbation to the pressure field in one point of the fluid for a small time and let the LB system relax back to its original steady state.
Question: does the “numerical” transient velocity field observed during the relaxation process bears any relationship to the equivalent “physical” transient velocity field? Under which conditions? Can you provide me please with any references on this particular subject?
I should have said earlier that what I had in mind was creeping flow in a porous medium such as the example in:
so, relatively small Reynolds numbers.
I played a bit with that example and looked at the evolution of the x-component of the velocity field at one particular fluid location in the middle of the domain
and you can observe prominent high-frequency oscillations in the early stages of the transient, which are reproduced even when I drop the driving pressure back to zero in the middle of the simulation. The questions is how physical these oscillations are. Any thoughts?
Personally I have always believed these sorts of oscillations to be due to fast changes in the system. For instance, If you simply apply a pressure drop between your inlet and outlet through prescribed pressure boundaries, but your fluid begins at rest, a ‘shock’ occurs as the model begins where between the ‘zero’ iteration and the first iteration the pressure drop is suddenly applied.
The same could be said for the case where you drop the driving pressure back to zero between one iteration and the next. Have you tried ramping the driving pressure up/down over a number of iterations?
In my opinion, as long as the “shock” is not too strong (we remain in a range where compressibility effects remain small, because in our case we are interested in the incompressible limit) these oscillations are physical. As you pointed out one is applying a very strong discontinuity in the constrains on the fluid. Therefore it has to “react” to counterbalance this change of state. This transient regime, as long as one remains in a weakly compressible regime should be consistent with the macroscopic equations of fluids.
First of all thanks everybody for what is becoming a very interesting discussion!
I tried the suggestion of ramping up the change in the inlet pressure with a smooth “erfc(t)”-like function: some early-times high-frequency components seem to dampen, but the large-frequency oscillations do persist. So perhaps these latter ones are physical indeed.
I am very interested in this topic, so I would like to run now some simulations with parameters characteristic of real fluids, for instance water at 25C in a pore space where the grains are 1mm of radius. I was wondering if you could point me at the documentation that deals with lattice-to-realworld conversion: I have been poking around but couldn’t find it yet. I have found the documents at: http://www.lbmethod.org/howtos:main
If these oscillations are real, the frequency must be dictated by the physical properties of the fluid.
Hello Orestis, I am not quite following what you are saying. I was assuming that in my simulation above, the distribution functions were already correct at iteration 1000 were correct, as they represent a steady state for the system. Am I missing something very obvious here?