Data-driven aerospace engineering: reframing the industry with machine learning

SL Brunton, J Nathan Kutz, K Manohar, AY Aravkin… - AIAA Journal, 2021 - arc.aiaa.org
Data science, and machine learning in particular, is rapidly transforming the scientific and
industrial landscapes. The aerospace industry is poised to capitalize on big data and …

Flow control for unmanned air vehicles

D Greenblatt, DR Williams - Annual Review of Fluid Mechanics, 2022 - annualreviews.org
The pervasiveness of unmanned air vehicles (UAVs), from insect to airplane scales,
combined with active flow control maturity, has set the scene for vehicles that differ markedly …

Active flow control devices for wing load alleviation

K Khalil, S Asaro, A Bauknecht - Journal of Aircraft, 2022 - arc.aiaa.org
Active flow control has not found wide application in aircraft due to a combination of
technical challenges, costs, and small impact on overall aircraft performance. Future …

Testing of high-lift common research model with integrated active flow control

JC Lin, LP Melton, JA Hannon, MY Andino, M Koklu… - Journal of Aircraft, 2020 - arc.aiaa.org
A 10%-scale high-lift version of the Common Research Model and an active flow control
(AFC) version of the model equipped with a simple-hinged flap were successfully tested …

Wind tunnel testing of active flow control on the high lift common research model

JC Lin, LTG Pack Melton, J Hannon, M Andino… - AIAA Aviation 2019 …, 2019 - arc.aiaa.org
HE sizing, economics, and safety of modern transport aircraft are strongly influenced by the
high-lift systems for takeoff and landing operations [1]. The NASA Advanced Air Transport …

Simulation of a confined and a free sweeping air jet impingement cooling from a fluidic oscillator

R Abdelmaksoud, T Wang - International Journal of Thermal Sciences, 2023 - Elsevier
In this paper, the fluid flow behavior and cooling characteristics of a sweeping impingement
jet were investigated. Also, the difference between free and confined impingement schemes …

High-lift performance enhancement using active flow control

M DeSalvo, E Whalen, A Glezer - AIAA Journal, 2020 - arc.aiaa.org
The aerodynamic performance of conventional high-lift systems is typically achieved using
multi-element flap configurations with cross-stream gaps that necessitate the use of complex …

Sweeping jet flow control on the simplified high-lift version of the common research model

LTG Pack Melton, JC Lin, J Hannon, M Koklu… - AIAA aviation 2019 …, 2019 - arc.aiaa.org
Most modern high-lift systems on commercial transports are designed to provide the
necessary lift while minimizing weight and complexity because, weight and complexity …

The influence of exit nozzle geometry on sweeping jet actuator performance

M Alam, K Kara - Fluids, 2022 - mdpi.com
When pressurized with a fluid, the sweeping jet actuator (SWJA) emits a self-induced and
self-sustained temporally continuous, but spatially oscillating bi-stable jet at the outlet. The …

Wind tunnel testing of High Efficiency Low Power (HELP) actuation for active flow control

JC Lin, LTG Pack Melton, J Hannon… - AIAA SciTech 2020 …, 2020 - arc.aiaa.org
A High Efficiency Low Power (HELP) methodology has been successfully developed and
tested on an active flow control (AFC) version of the 10%-scale high-lift Common Research …