Deep Iterative Convergence of Reynolds-Averaged Navier–Stokes Methods for High-Lift Aircraft Geometries

The fifth edition of the High-Lift Prediction Workshop (HLPW5) was organized to evaluate the computational fluid dynamics (CFD) community’s capability to accurately predict flows and aerodynamic loads in complex high-lift configurations. While the workshop led to significant progress, several questions remained unanswered, and recurring challenges persisted across multiple editions. The complex geometries introduced by high-lift devices, such as slats, flaps, and their associated brackets, lead to the formation of large separation regions in Reynolds-averaged Navier–Stokes (RANS) solutions that are not observed in experimental oil-flow visualizations. Furthermore, the emergence of these large separation areas compromises the ability of RANS solvers to achieve deep iterative convergence. Addressing and overcoming these challenges is a critical step toward ensuring consistency and alignment across different CFD RANS solvers. To tackle this issue, the present work focuses on one of the challenges raised by the HLPW5 RANS Technology Focus Group: achieving iteratively converged solutions for complex high-lift configurations. This is accomplished through the successful application of the selective frequency damping method, which enables RANS solvers to converge toward unstable equilibrium solutions. Additionally, this study presents observations regarding the pseudo-unsteady nature of the large separation regions identified in the RANS solutions.

Authors

Institutions

Publication Details

Journal
Journal of Aircraft
Published
2025-11-30
DOI
https://doi.org/10.2514/1.c038469
Primary Topic
Biomimetic flight and propulsion mechanisms
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Deep Iterative Convergence of Reynolds-Averaged Navier–Stokes Methods for High-Lift Aircraft Geometries

Éric Laurendeau, Baptiste Arnould
Journal of Aircraft
Biomimetic flight and propulsion mechanisms
article

Deep Iterative Convergence of Reynolds-Averaged Navier–Stokes Methods for High-Lift Aircraft Geometries

Éric Laurendeau, Baptiste Arnould
article en

Abstract

The fifth edition of the High-Lift Prediction Workshop (HLPW5) was organized to evaluate the computational fluid dynamics (CFD) community’s capability to accurately predict flows and aerodynamic loads in complex high-lift configurations. While the workshop led to significant progress, several questions remained unanswered, and recurring challenges persisted across multiple editions. The complex geometries introduced by high-lift devices, such as slats, flaps, and their associated brackets, lead to the formation of large separation regions in Reynolds-averaged Navier–Stokes (RANS) solutions that are not observed in experimental oil-flow visualizations. Furthermore, the emergence of these large separation areas compromises the ability of RANS solvers to achieve deep iterative convergence. Addressing and overcoming these challenges is a critical step toward ensuring consistency and alignment across different CFD RANS solvers. To tackle this issue, the present work focuses on one of the challenges raised by the HLPW5 RANS Technology Focus Group: achieving iteratively converged solutions for complex high-lift configurations. This is accomplished through the successful application of the selective frequency damping method, which enables RANS solvers to converge toward unstable equilibrium solutions. Additionally, this study presents observations regarding the pseudo-unsteady nature of the large separation regions identified in the RANS solutions.

Journal of Aircraft
Polytechnique Montréal (CA)
Openalex Percentile: Top 51%
Biomimetic flight and propulsion mechanisms
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Deep Iterative Convergence of Reynolds-Averaged Navier–Stokes Methods for High-Lift Aircraft Geometries — Éric Laurendeau, Baptiste Arnould · Journal of Aircraft (2025) | TGRS Research Map | TGRS