English

Multi-layer analytic solution for k-{\omega} model equations via a symmetry approach

Fluid Dynamics 2023-11-10 v1

Abstract

Despite being one of the oldest and most widely-used turbulence models in engineering CFD, the k-{\omega} model has not been fully understood theoretically because of its high non-linearity and complex model parameter setting. Here, a multi-layer analytic expression is postulated for two lengths (stress and kinetic energy lengths), yielding an analytic solution for the k-{\omega} model equations in pipe flow. Approximate local balance equations are analyzed to determine key parameters in the solution, which are shown to be rather close to the empirically-measured values from numerical solution of the Wilcox k-{\omega} model, hence the analytic construction is fully validated. Furthermore, the predictions of three critical locations in the model's three transition functions are validated, which enables an in-depth understanding of the parameter setting of the model. These results provide clear evidence that the k-{\omega} model sets in it a multi-layer structure, which is similar to but different, in some insignificant details, from the Navier-Stokes turbulence. This finding explains why the k-{\omega} model is so popular, especially in computing the near-wall flow. Finally, the analysis is extended to a newly-refined k-{\omega} model called SED k-{\omega}, showing that the SED k-{\omega} model has improved the multi-layer structure in the outer flow but preserved the setting of the k-{\omega} model in the inner region.

Keywords

Cite

@article{arxiv.2311.05454,
  title  = {Multi-layer analytic solution for k-{\omega} model equations via a symmetry approach},
  author = {Fan Tang and Wei-Tao Bi and Zhen-Su She},
  journal= {arXiv preprint arXiv:2311.05454},
  year   = {2023}
}

Comments

24 pages, 10 figures

R2 v1 2026-06-28T13:16:22.608Z