NARX Modeling and Adaptive Closed-Loop Control of a Separation by Synthetic Jet in Unsteady RANS computations

Pamart, Pierre-Yves; Dandois, Julien; Garnier, Éric; Sagaut, Pierre

doi:10.2514/6.2010-4971

Search citation statements

Order By: Relevance

Paper Sections

Select...

Introduction2

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2012

2014

Publication Types

Select...

Article3

Other2

Relationship

Self Cite0

Independent5

Authors

Journals

Cited by 5 publications

(2 citation statements)

References 17 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…An adaptive active closed-loop separation control on a rounded step has been recently presented by Pamart et al [4]. They show that it is possible to automatically control the recirculation bubble using a synthetic jet frequency and measures provided by a unique wall pressure sensor.…”

Section: Introductionmentioning

confidence: 98%

See 1 more Smart Citation

Suitability of Artificial Neural Network for MEMS-based Flow Control

Couchot

Deschinkel

Salomon

2012

2012 Second Workshop on Design, Control and Software Implementation for Distributed MEMS

View full text Add to dashboard Cite

These last years several research works have studied the application of Micro-Electro-Mechanical Systems (MEMS) for aerodynamical active flow control. Controlling such MEMSbased systems remains a challenge. Among the several existing control approaches for time varying systems, many of them use a process model representing the dynamic behavior of the process to be controlled. The purpose of this paper is to study the suitability of an artificial neural network first to predict the flow evolution induced by MEMS, and next to optimize the flow w.r.t a numerical criterion.

show abstract

Section: Introductionmentioning

confidence: 98%

“…Later, we show that this neural network might be easily used to provide a convenient active fluid control. Let us remark that in comparison with [4] in our case study we take into account multiple MEMS actuators producing pulsed microjets [5].…”

Section: Introductionmentioning

confidence: 99%