Title :
Transfer operator method for control in fluid flows
Author :
Vaidya, Umesh ; Ganapathysubramanian, Baskar ; Raghunathan, Arvind
Author_Institution :
Dept. of Electr.&Comput. Eng., Iowa State Univ., Ames, IA, USA
Abstract :
In this paper, we present a systematic approach inspired from the ergodic theory of dynamical system for the optimal control of complex fluid flows. The infinite dimensional Navier Stokes equation describing the complex fluid flow is first reduced to a finite set of coupled ordinary differential equations. We utilize Proper Orthogonal Decomposition techniques to obtain a reduced order model. The linear transfer, Perron Frobenius (P-F), operator-based Lyapunov measure framework is used for the nonlinear stability analysis and optimal control design of the reduced order system. Efficient numerical schemes that leverage the linearity of the framework have been developed for analysis and control design. The framework is utilized to analyze a benchmark problem in fluid dynamics: the control of recirculation in a two-dimensional channel flow with a backward facing step.
Keywords :
Lyapunov methods; differential equations; flow control; fluid dynamics; nonlinear systems; optimal control; reduced order systems; two-phase flow; 2D channel flow; Perron Frobenius; backward facing step; complex fluid flows; coupled ordinary differential equations; dynamical system; ergodic theory; finite set; fluid dynamics; fluid flow control; infinite dimensional Navier Stokes equation; linear transfer; nonlinear stability analysis; operator-based Lyapunov measure framework; optimal control design; proper orthogonal decomposition; recirculation control; reduced order model; reduced order system; transfer operator method; Control design; Differential equations; Fluid dynamics; Fluid flow; Fluid flow control; Linearity; Nonlinear equations; Optimal control; Reduced order systems; Stability analysis;
Conference_Titel :
Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-3871-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2009.5400476