TY - JOUR
T1 - Delayed detached-eddy simulations of NACA wing sections using spectral elements
AU - Kumar, Vishal
AU - Tomboulides, Ananias
AU - Fischer, Paul
AU - Min, Misun
N1 - This material is based upon work supported by the U.S. Department of Energy, Office of Science, under contract DE-AC02-06CH11357 and by the Exascale Computing Project (17-SC-20-SC), a collaborative effort of two U.S. Department of Energy organizations (Office of Science and the National Nuclear Security Administration). V. Kumar acknowledges his AI4S fellowship within the Generación D initiative by Red.es, Ministerio para la Transformación Digital y de la Función Pública, for talent attraction (C005/24-ED CV1), funded by NextGenerationEU through PRTR. We gratefully acknowledge the computing resources provided on Improv (and/or Bebop and/or Swing), a high-performance computing cluster operated by the Laboratory Computing Resource Center at Argonne National Laboratory. This research also used resources of the Argonne Leadership Computing Facility, a U.S. Department of Energy (DOE) Office of Science user facility at Argonne National Laboratory and is based on research supported by the U.S. DOE Office of Science-Advanced Scientific Computing Research Program, under Contract No. DE-AC02-06CH11357. We gratefully acknowledge the help of Yu-Hsiang Lan who provided technical support during the simulations.
We gratefully acknowledge the computing resources provided on Improv (and/or Bebop and/or Swing), a high-performance computing cluster operated by the Laboratory Computing Resource Center at Argonne National Laboratory. This research also used resources of the Argonne Leadership Computing Facility, a U.S. Department of Energy (DOE) Office of Science user facility at Argonne National Laboratory and is based on research supported by the U.S. DOE Office of Science-Advanced Scientific Computing Research Program, under Contract No. DE-AC02-06CH11357. We gratefully acknowledge the help of Yu-Hsiang Lan who provided technical support during the simulations.
PY - 2025
Y1 - 2025
N2 - We develop hybrid RANS–LES strategies within the spectral element code Nek5000 based on the (Formula presented.) SST turbulence model. We chose airfoil sections with chord-based Reynolds number on the order of (Formula presented.), in both attached and stalled conditions, as our target problem to comprehensively test the solver accuracy and performance. Verification and validation of the (Formula presented.) SST model are performed for two reference cases: for the zero-pressure gradient boundary layer developing on a flat plate and for mild adverse-pressure gradient boundary layers developing on suction side of NACA0012. The (Formula presented.) SST model shows good grid convergence characteristics, at par or better in comparison to existing reference results. The results also show good corroboration with existing experimental and numerical datasets for low incoming flow angles. A small discrepancy appears at higher angle in comparison with the experiments, which is in line with our expectations from an RANS formulation. Building on this foundation, we construct a hybrid RANS–LES framework based on the Delayed Detached-Eddy Simulation (DDES) approach. DDES captures both the attached and separated flow dynamics well when compared with available numerical datasets. We demonstrate that for the hybrid approach a high-order spectral element discretization converges faster (i.e. with less resolution) and captures the flow dynamics more accurately than representative low-order approaches. We also revise some of the guidelines on sample size requirements for statistics convergence for massively separated flow within the current numerical framework. Finally, we analyse some of the observed discrepancies of our unconfined DDES at higher angles with the experiments by evaluating the ‘blocking’ effect of wind tunnel walls. We carry out additional simulations for confined domains and assess the observed differences as a function of Reynolds number.
AB - We develop hybrid RANS–LES strategies within the spectral element code Nek5000 based on the (Formula presented.) SST turbulence model. We chose airfoil sections with chord-based Reynolds number on the order of (Formula presented.), in both attached and stalled conditions, as our target problem to comprehensively test the solver accuracy and performance. Verification and validation of the (Formula presented.) SST model are performed for two reference cases: for the zero-pressure gradient boundary layer developing on a flat plate and for mild adverse-pressure gradient boundary layers developing on suction side of NACA0012. The (Formula presented.) SST model shows good grid convergence characteristics, at par or better in comparison to existing reference results. The results also show good corroboration with existing experimental and numerical datasets for low incoming flow angles. A small discrepancy appears at higher angle in comparison with the experiments, which is in line with our expectations from an RANS formulation. Building on this foundation, we construct a hybrid RANS–LES framework based on the Delayed Detached-Eddy Simulation (DDES) approach. DDES captures both the attached and separated flow dynamics well when compared with available numerical datasets. We demonstrate that for the hybrid approach a high-order spectral element discretization converges faster (i.e. with less resolution) and captures the flow dynamics more accurately than representative low-order approaches. We also revise some of the guidelines on sample size requirements for statistics convergence for massively separated flow within the current numerical framework. Finally, we analyse some of the observed discrepancies of our unconfined DDES at higher angles with the experiments by evaluating the ‘blocking’ effect of wind tunnel walls. We carry out additional simulations for confined domains and assess the observed differences as a function of Reynolds number.
KW - aerodynamics
KW - hybrid RANS–LES
KW - k−τ SST
KW - Spectral element method
KW - wind-tunnel validation
UR - https://www.scopus.com/pages/publications/105027921504
UR - https://www.scopus.com/pages/publications/105027921504#tab=citedBy
U2 - 10.1080/14685248.2025.2608679
DO - 10.1080/14685248.2025.2608679
M3 - Article
AN - SCOPUS:105027921504
SN - 1468-5248
VL - 26
SP - 354
EP - 381
JO - Journal of Turbulence
JF - Journal of Turbulence
IS - 10-11
ER -