An approximate inertial manifold (AIM) based closure for turbulent flows
نویسندگان
چکیده
A closure model for turbulent flows is developed based on a dynamical system theory. An appropriately discretized formulation of the governing equations considered this process. The key ingredient an approximation system’s attractor, where all trajectories in phase space are confined. This approximate inertial manifold approach provides path to track lower-dimensional subspace. Unlike conventional coarse-graining approaches, field decomposed into resolved and unresolved dynamics using properties equations. novelty relies reconstruction constrained by posteriori tests homogeneous isotropic turbulence Kuramoto–Sivashinsky equation show promising results considerable dimension reduction with strong convergence properties. proposed outperforms dynamic Smagorinsky model, computational overhead competitive similar approaches.
منابع مشابه
Self-Energy Closure for Inhomogeneous Turbulent Flows and Subgrid Modeling
A new statistical dynamical closure theory for general inhomogeneous turbulent flows and subgrid modeling is presented. This Self-Energy (SE) closure represents all eddy interactions through nonlinear dissipation or forcing ‘self-energy’ terms in the mean-field, covariance and response function equations. This makes the renormalization of the bare dissipation and forcing, and the subgrid modeli...
متن کاملSpatial and velocity statistics of inertial particles in turbulent flows
Spatial and velocity statistics of heavy point-like particles in incompressible, homogeneous, and isotropic three-dimensional turbulence is studied by means of direct numerical simulations at two values of the Taylor-scale Reynolds number Reλ ∼ 200 and Reλ ∼ 400, corresponding to resolutions of 512 and 2048 grid points, respectively. Particles Stokes number values range from St ≈ 0.2 to 70. Sta...
متن کاملAn approximate solution of the Riemann problem for a realisable second-moment turbulent closure
An approximate solution of the Riemann problem associated with a realisable and objective turbulent second-moment closure, which is valid for compressible flows, is examined. The main features of the continuous model are first recalled. An entropy inequality is exhibited, and the structure of waves associated with the non-conservative hyperbolic convective system is briefly described. Using a l...
متن کاملLagrangi-an Pdf Methods for Turbulent Flows
Lagrangian Probability Density Function (PDF) methods have arisen the past 10 years as a union between PDF methods and stochastic Lagrangian models, similar to those that have long been used to study turbulent dispersion. The methods provide a computationally-tractable way of calculating the statistics, of inhomogeneous turbulent flows of practical importance, and are particularly attractive if...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: AIP Advances
سال: 2022
ISSN: ['2158-3226']
DOI: https://doi.org/10.1063/5.0097981