Identification-Based Closed-Loop Control Strategies for a Cylinder Wake Flow

被引:7
作者
Atam, Ercan [1 ]
Mathelin, Lionel [1 ]
Cordier, Laurent [2 ,3 ]
机构
[1] CNRS, Lab Informat Mecan & Sci Ingenieur, Rue John von Neumann,Campus Univ Orsay Bat 508, F-91405 Orsay, France
[2] CNRS, Ecole Natl Super Mecan & Aerotech, Inst PPRIME, F-86962 Chasseneuil, France
[3] Univ Poitiers, Inst Super Aeronaut & Espace, F-86962 Chasseneuil, France
关键词
ARX-ARMAX; closed-loop fluid flow control; cylinder flow drag minimization; gain-scheduling; LQG; multi-model predictive control (M-MPC); system identification; MODE DECOMPOSITION; BLUFF-BODY; REDUCTION;
D O I
10.1109/TCST.2016.2604779
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Four closed-loop control strategies are discussed to reduce the drag of a cylinder wake flow: Linear Quadratic Gaussian (LQG) control, gain-scheduled LQG (GS-LQG) control, gain-scheduled PI control, and multimodel predictive control (M-MPC). The control models are obtained in an input-output framework through ARMAX (for LQG control), multi-ARMAX (for GS-LQG control and M-MPC), and multi-ARX (for gain-scheduled PI control). The use of system identification for the underlying flow control problem gets rid of the difficult task of developing accurate and robust reduced-order models for the Navier-Stokes (NS) equations. The control is introduced through sucking of fluid through the cylinder surface. The drag on the cylinder is reduced for all control methods. The robustness of all control strategies is tested against unmodeled disturbances and/or dynamics through a detailed simulation of an NS equation-based model by varying in time the Reynolds number around its nominal value 200. For the considered cylinder wake, the M-MPC approach is the best solution. The application of the presented closed-loop control algorithms for the cylinder drag control as a benchmark problem constitutes promising solutions for other related flow control problems in industries.
引用
收藏
页码:1488 / 1495
页数:8
相关论文
共 25 条
[1]  
[Anonymous], 1999, SYSTEM IDENTIFICATIO
[2]  
Atam E., 2012, PROC EUR CONGR COMPU, P1
[3]  
Atam E, 2014, INT J INNOV COMPUT I, V10, P1207
[4]   Optimal control of the cylinder wake in the laminar regime by trust-region methods and POD reduced-order models [J].
Bergmann, M. ;
Cordier, L. .
JOURNAL OF COMPUTATIONAL PHYSICS, 2008, 227 (16) :7813-7840
[5]   THE PROPER ORTHOGONAL DECOMPOSITION IN THE ANALYSIS OF TURBULENT FLOWS [J].
BERKOOZ, G ;
HOLMES, P ;
LUMLEY, JL .
ANNUAL REVIEW OF FLUID MECHANICS, 1993, 25 :539-575
[6]   Closed-Loop Turbulence Control: Progress and Challenges [J].
Brunton, Steven L. ;
Noack, Bernd R. .
APPLIED MECHANICS REVIEWS, 2015, 67 (05)
[7]   Control of flow over a bluff body [J].
Choi, Haecheon ;
Jeon, Woo-Pyung ;
Kim, Jinsung .
ANNUAL REVIEW OF FLUID MECHANICS, 2008, 40 :113-139
[8]   Feedback control for form-drag reduction on a bluff body with a blunt trailing edge [J].
Dahan, Jeremy A. ;
Morgans, A. S. ;
Lardeau, S. .
JOURNAL OF FLUID MECHANICS, 2012, 704 :360-387
[9]   Feed-forward control of a perturbed backward-facing step flow [J].
Gautier, N. ;
Aider, J. -L. .
JOURNAL OF FLUID MECHANICS, 2014, 759 :181-196
[10]   A physics-based approach to flow control using system identification [J].
Herve, Aurelien ;
Sipp, Denis ;
Schmid, Peter J. ;
Samuelides, Manuel .
JOURNAL OF FLUID MECHANICS, 2012, 702 :26-58