Modal analysis of fluid flows: An overview

K Taira, SL Brunton, STM Dawson, CW Rowley… - Aiaa Journal, 2017 - arc.aiaa.org
SIMPLE aerodynamic configurations under even modest conditions can exhibit complex
flows with a wide range of temporal and spatial features. It has become common practice in …

Model reduction for flow analysis and control

CW Rowley, STM Dawson - Annual Review of Fluid Mechanics, 2017 - annualreviews.org
Advances in experimental techniques and the ever-increasing fidelity of numerical
simulations have led to an abundance of data describing fluid flows. This review discusses a …

Closed-loop turbulence control: Progress and challenges

SL Brunton, BR Noack - Applied Mechanics …, 2015 - asmedigitalcollection.asme.org
Closed-loop turbulence control is a critical enabler of aerodynamic drag reduction, lift
increase, mixing enhancement, and noise reduction. Current and future applications have …

[图书][B] Machine learning control-taming nonlinear dynamics and turbulence

T Duriez, SL Brunton, BR Noack - 2017 - Springer
This book is an introduction to machine learning control (MLC), a surprisingly simple model-
free methodology to tame complex nonlinear systems. These systems are assumed to be …

Closed-loop separation control using machine learning

N Gautier, JL Aider, T Duriez, BR Noack… - Journal of Fluid …, 2015 - cambridge.org
We present the first closed-loop separation control experiment using a novel, model-free
strategy based on genetic programming, which we call 'machine learning control'. The goal …

[图书][B] Data-driven fluid mechanics: combining first principles and machine learning

MA Mendez, A Ianiro, BR Noack, SL Brunton - 2023 - books.google.com
Data-driven methods have become an essential part of the methodological portfolio of fluid
dynamicists, motivating students and practitioners to gather practical knowledge from a …

Adaptive and model-based control theory applied to convectively unstable flows

N Fabbiane, O Semeraro… - Applied …, 2014 - asmedigitalcollection.asme.org
Research on active control for the delay of laminar–turbulent transition in boundary layers
has made a significant progress in the last two decades, but the employed strategies have …

Real-time modelling of wavepackets in turbulent jets

K Sasaki, S Piantanida, AVG Cavalieri… - Journal of Fluid …, 2017 - cambridge.org
Three methods are considered for estimating the downstream evolution of wavepackets in
turbulent jets based on upstream measurements. The parabolised stability equations are …

Reactive experimental control of turbulent jets

DBS Audiffred, AVG Cavalieri, IA Maia… - Journal of Fluid …, 2024 - cambridge.org
We present an experimental study of reactive control of turbulent jets, in which we target
axisymmetric coherent structures, known to play a key role in the generation of sound. We …

On the role of adaptivity for robust laminar flow control

N Fabbiane, B Simon, F Fischer… - Journal of Fluid …, 2015 - cambridge.org
In boundary-layer flows, one may reduce skin-friction drag by delaying the onset of laminar-
to-turbulent transition via the attenuation of small-amplitude Tollmien–Schlichting (TS) …