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We train active neural-network flow controllers using a deep learning PDE augmentation method to optimize lift-to-drag ratios in turbulent airfoil flows at Reynolds number $5\times10^4$ and Mach number 0.4. Direct numerical simulation and…

流体动力学 · 物理学 2025-10-09 Xuemin Liu , Tom Hickling , Jonathan F. MacArt

Flapping wing propulsion offers unrivalled manoeuvrability and efficiency at low flight speeds and in hover. These advantages are attributed to the leading edge vortex developing on an unsteady wing, which induces additional lift. We…

流体动力学 · 物理学 2021-02-10 Johannes Kissing , Bastian Stumpf , Jochen Kriegseis , Jeanette Hussong , Cameron Tropea

Active flow control is applied to improve the aerodynamic performance of a NACA0018 airfoil operating as a single-bladed vertical axis wind turbine (VAWT). Results computed by wall-resolved large-eddy simulations (LES) highlight the…

流体动力学 · 物理学 2025-07-14 Lucas Feitosa de Souza , Renato Fuzaro Miotto , William Roberto Wolf

Morphing wings comprised of fixed leading sections with piezocomposite trailing control surfaces have emerged as a novel active control technique for unmanned aerial vehicles. However, the wake dynamics and aerodynamic performance of such…

流体动力学 · 物理学 2021-09-22 Kai Zhang , Bharg Shah , Onur Bilgen

Tubercles are modifications to the leading edge of an airfoil in the form of blunt wave-like serrations. Several studies on the effect of tubercles on isolated airfoils have shown a beneficial effect in the post-stall regime, as reduced…

流体动力学 · 物理学 2021-02-26 M. C. Keerthi , M. S. Rajeshwaran , Abhijit Kushari , Ashoke De

High-fidelity simulations are performed to study active flow control techniques for alleviating deep dynamic stall of a SD7003 airfoil in plunging motion. The flow Reynolds number is $Re=60{,}000$ and the freestream Mach number is $M=0.1$.…

流体动力学 · 物理学 2019-07-15 Brener D'Lélis Oliveira Ramos , William Roberto Wolf , Chi-An Yeh , Kunihiko Taira

We propose here a method to experimentally quantify unsteady leading-edge flow separation on aerofoils with finite thickness. The methodology relies on the computation of a leading-edge suction parameter based on measured values of the…

流体动力学 · 物理学 2022-05-16 Julien Deparday , Xiaowei He , Jeff D. Eldredge , Karen Mulleners , David R. Williams

This study investigates the flow evolution around a sinusoidal pitching NACA 0012 airfoil, defined by the National Advisory Committee for Aeronautics (NACA), undergoing deep dynamic stall using a wall-resolved large eddy simulation (LES)…

流体动力学 · 物理学 2026-02-09 Giacomo Baldan , Alberto Guardone

The number of studies related to unmanned air vehicles (UAV), micro air vehicles (MAV), wind turbines, birds and insects which operate at low Reynolds (Re) numbers have rapidly increased, recently. In this thesis, unsteady aerodynamics of…

流体动力学 · 物理学 2020-09-04 Gokhan Ozkan

When fossil fuel supplies can no longer be replenished and hence fossil fuel power generation becomes outdated, wind energy will become a vital solution to the impending energy crisis. A horizontal-axis wind turbine is a widely used…

流体动力学 · 物理学 2024-09-24 Mahadi Hasan Shanto , Sayed Tanvir Ahmed , A K M Ashikuzzaman

Designing effective control for complex three-dimensional flow fields proves to be non-trivial. Oftentimes, intuitive control strategies lead to suboptimal control. To navigate the control space, we utilize a linear parabolized stability…

流体动力学 · 物理学 2018-10-17 Adam M. Edstrand , Yiyang Sun , Peter J. Schmid , Kunihiko Taira , Louis N. Cattafesta

Airfoils pitching in the stalled regime have been of keen interest in recent years due to their desirable aerodynamic force characteristics. In this study, we are numerically investigating the unsteady flow past a NACA 0012 airfoil under…

流体动力学 · 物理学 2023-01-13 Akhil Aravind , Pradeep Kumar Seshadri , Ashoke De

Symmetric NACA airfoils tend to undergo abrupt stall characteristics at higher angle of attacks. The abrupt stall has deteriorating effect on lift as well as the efficiency of the airfoils. Abruptness in stall restricts the airfoil to…

计算工程、金融与科学 · 计算机科学 2024-10-30 Chaitanya Kumar Konda , Vidyashankar. S , Ulavish. V. S , Sachin. A. M , Mahesh. K. Varpe

A large eddy simulation is performed to study secondary tones generated by a NACA0012 airfoil at angle of attack of $\alpha = 3^{\circ}$ with freestream Mach number of $M_{\infty} = 0.3$ and Reynolds number of $Re = 5 \times 10^4$. Laminar…

流体动力学 · 物理学 2022-03-14 Tulio R. Ricciardi , William R. Wolf , Kunihiko Taira

A numerical investigation of the flow evolution over a pitching NACA 0012 airfoil incurring in deep dynamic stall phenomena is presented. The experimental data at Reynolds number Re = 135 000 and reduced frequency k = 0.1, provided by Lee…

流体动力学 · 物理学 2026-02-09 Giacomo Baldan , Francesco Manara , Gregorio Frassoldati , Alberto Guardone

A comprehensive and detailed overview of the flow topology over a cambered NACA 65(1)-412 airfoil at Re = 20,000 is presented for angles of attack ranging from 0{\deg} to 10{\deg} using high-order direct numerical simulations. It is shown…

流体动力学 · 物理学 2021-08-12 Bjoern F. Klose , Geoffrey R. Spedding , Gustaaf B. Jacobs

The flow around a symmetric aerofoil (NACA 0012) with an array of flexible flaplets attached to the trailing edge has been investigated at Reynolds numbers of 100,000 - 150,000 by using High-Speed Time-Resolved Particle Image Velocimetry…

流体动力学 · 物理学 2018-08-29 Edward Talboys , Christoph Bruecker

Detailed flow dissection using Dynamic Mode Decomposition (DMD) and Proper Orthogonal Decomposition (POD) is carried out to investigate the dynamics of the flow-field around a NACA-0012 aerofoil at a Reynolds number of $5\times 10^4$, Mach…

流体动力学 · 物理学 2018-07-25 Eltayeb ElJack , Julio Soria

Direct numerical simulations (DNS) and modal analysis techniques are applied to investigate the flow over a NACA-0012 airfoil at a Reynolds number of 50,000. Three different sweep angles are considered, namely 0, 20 and 40 degrees, for two…

流体动力学 · 物理学 2019-01-16 Nicola De Tullio , Neil D Sandham

The purpose of this work is to investigate the flow around a fixed NACA0012 airfoil profile at different angles of attack using wall-resolved LES. The profile has a chord length of c=0.1 m and is exposed to a flow at a Reynolds number of…

流体动力学 · 物理学 2018-07-05 Larissa B. Streher
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