Hello,
To give a complement to what said Riadh, we have also here a student that is currently cheking Telemac-2D against experimental results and it is OK. You must have a Reynolds number large enough, and then you find the correct period of oscillations, linked to the Strouhal number. One thing is that the k-epsilon model is not convenient for that, because it is a RANS model that may find a turbulent viscosity that puts the Reynolds number under the threshold value, so the k-epsilon model, in some sense, gives you the averaged result.
You must also be cautious that you are not plagued by numerical diffusion of advection, depending on the scheme it is around U*DX/2, and depending on your mesh size, it could induce a low Reynolds number.
Well these are some hints...
JMH