A. Debussche et al., THE NONLINEAR GALERKIN METHOD - A MULTISCALE METHOD APPLIED TO THE SIMULATION OF HOMOGENEOUS TURBULENT FLOWS, Theoretical and computational fluid dynamics, 7(4), 1995, pp. 279-315
Using results of DNS in the case of two-dimensional homogeneous isotro
pic flows, we first analyze in detail the behavior of the small and la
rge scales of Kolmogorov-like flows at moderate Reynolds numbers. We d
erive several estimates on the time variations of the small eddies and
the nonlinear interaction terms; these terms play the role of the Rey
nolds stress tenser in the case of LES. Since the time step of a numer
ical scheme is determined as a function of the energy-containing eddie
s of the flow, the variations of the small scales and of the nonlinear
interaction terms over one iteration can become negligible by compari
son with the accuracy of the computation. Based on this remark, we pro
pose a multilevel scheme which treats the small and the large eddies d
ifferently. Using mathematical developments, we derive estimates of al
l the parameters involved in the algorithm, which then becomes a compl
etely self-adaptative procedure. Finally, we perform realistic simulat
ions of (Kolmogorov-like) flows over several eddy-turnover times. The
results are analyzed in detail and a parametric study of the nonlinear
Galerkin method is performed.