Computational efficiency of CFD modeling for building engineering: An empty domain study

In computational wind engineering, Large Eddy Simulation (LES) operates with superior accuracy. However, this comes with a higher computational cost compared to Reynolds Averaged Navier-Stokes (RANS) models. We propose multiple strategies to reduce the computational cost without compromising accurac...

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Veröffentlicht in:Journal of Building Engineering 2021-10, Vol.42, p.102792, Article 102792
Hauptverfasser: Khaled, M.F., Aly, A.M., Elshaer, A.
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Sprache:eng
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Zusammenfassung:In computational wind engineering, Large Eddy Simulation (LES) operates with superior accuracy. However, this comes with a higher computational cost compared to Reynolds Averaged Navier-Stokes (RANS) models. We propose multiple strategies to reduce the computational cost without compromising accuracy. The turbulence synthesis approach is adopted for efficient inflow generation. To alleviate the issues with tedious and resource-consuming computations, the concept of ‘interpolation’ is endorsed. This approach allows the usage of identical inflow information for different arrangements of meshing. The effect of employing larger time-step and coarser mesh, on the performance of LES with wall functions, is also investigated. Several LES cases are studied, initially with special near-wall treatment, and later, with three different Subgrid Scale (SGS) models. The profiles of mean velocities, turbulence intensities, and integral length scales are examined, in addition to the velocity spectra. The horizontal homogeneity is assessed for all cases. The results show that the wall-adapting eddy viscosity (WALE) SGS model with LES can reduce the computational time at a lower error range. Besides, among three investigated hybrid models, the Detached Eddy Simulation (DES) and the Delayed Detached Eddy Simulation (DDES) provide a significant reduction in the computational cost, compared to LES with the dynamic one-equation eddy-viscosity SGS model, when the objective is to achieve a similar level of accuracy. •Investigate horizontal homogeneity at a reduced computational cost.•Endorse the ‘interpolation’ approach to use the same inflow for different grids.•Explore the influence of different SGS models with LES and hybrid cases, to maintain horizontal homogeneity.•Introduce a specific simulation to mimic mean velocity profiles, turbulence intensity profiles, and velocity spectra in an empty domain.•Present both qualitative and quantitative comparisons.•Quantify accuracy in regard to four validation metrics.•Develop recommendations in light of accuracy and computational time.
ISSN:2352-7102
2352-7102
DOI:10.1016/j.jobe.2021.102792