Online dynamic mode decomposition for time-varying systems

H Zhang, CW Rowley, EA Deem, LN Cattafesta - SIAM Journal on Applied …, 2019 - SIAM
Dynamic mode decomposition (DMD) is a popular technique for modal decomposition, flow
analysis, and reduced-order modeling. In situations where a system is time varying, one …

Adaptive separation control of a laminar boundary layer using online dynamic mode decomposition

EA Deem, LN Cattafesta, MS Hemati… - Journal of Fluid …, 2020 - cambridge.org
Adaptive control of flow separation based on online dynamic mode decomposition (DMD) is
formulated and implemented on a canonical separated laminar boundary layer via a pulse …

[HTML][HTML] Leading-edge flow sensing for detection of vortex shedding from airfoils in unsteady flows

A Saini, S Narsipur, A Gopalarathnam - Physics of Fluids, 2021 - pubs.aip.org
Sensing of vortex shedding in unsteady airfoil flows can be beneficial in controlling and
positively harnessing their effects for increased aerodynamic performance. The time …

Data-driven selection of actuators for optimal control of airfoil separation

D Bhattacharjee, B Klose, GB Jacobs… - … and Computational Fluid …, 2020 - Springer
We present a systematic approach for determining the optimal actuator location for
separation control from input–output response data, gathered from numerical simulations or …

Experimental implementation of modal approaches for autonomous reattachment of separated flows

EA Deem, LN Cattafesta, H Yao, M Hemati… - 2018 AIAA Aerospace …, 2018 - arc.aiaa.org
Methods for adaptive control of flow separation based on dynamic mode decomposition
(DMD) are formulated and implemented on a canonical separated flow subjected to …

Evaluating the accuracy of the dynamic mode decomposition

H Zhang, S Dawson, CW Rowley, EA Deem… - arXiv preprint arXiv …, 2017 - arxiv.org
Dynamic mode decomposition (DMD) gives a practical means of extracting dynamic
information from data, in the form of spatial modes and their associated frequencies and …

Effect of synthetic jet modulation schemes on the reduction of a laminar separation bubble

JH Seo, F Cadieux, R Mittal, E Deem, L Cattafesta - Physical Review Fluids, 2018 - APS
The response of a laminar separation bubble to synthetic jet forcing with various modulation
schemes is investigated via direct numerical simulations. A simple sinusoidal waveform is …

Optimal actuator selection for airfoil separation control

D Bhattacharjee, M Hemati, B Klose… - 2018 Flow Control …, 2018 - arc.aiaa.org
Many active flow control strategies have been developed to mitigate flow separation and
improve aerodynamic performance. Most studies have focused on optimizing the control …

Sliding mode control applied to a square-back Ahmed body

C Chovet, M Feingesicht, B Plumjeau, M Lippert… - European Journal of …, 2020 - Elsevier
We consider the first closed-loop separation control experiment on an Ahmed body using a
robust, model-based strategy called “sliding mode control”(SMC). The main objective of the …

[图书][B] Data-driven modeling for fluid dynamics and control

H Zhang - 2020 - search.proquest.com
One of the most critical tasks in fluid dynamics and control is to build simple, low-order, and
accurate models. The models are essential for understanding dynamics and control …