DocumentCode :
2848644
Title :
Optimal boundary control & estimation of diffusion-reaction PDEs
Author :
Moura, S.J. ; Fathy, H.K.
Author_Institution :
Dept. of Mech. Eng., Univ. of Michigan, Ann Arbor, MI, USA
fYear :
2011
fDate :
June 29 2011-July 1 2011
Firstpage :
921
Lastpage :
928
Abstract :
This paper considers the optimal control and optimal estimation problems for a class of linear parabolic diffusion-reaction partial differential equations (PDEs) with actuators and sensors at the boundaries. Diffusion-reaction PDEs with boundary actuation and sensing arise in a multitude of relevant physical systems (e.g. magneto-hydrodynamic flows, chemical reactors, and electrochemical conversion devices). We formulate both the control and estimation problems using finite-time optimal control techniques, where the key results represent first order necessary conditions for optimality. Specifically, the time-varying state-feedback and observer gains are determined by solving Riccati-type PDEs. These results are analogous to the Riccati differential equations seen in linear quadratic regulator and optimal estimator results. In this sense, this paper extends LQR and optimal estimation results for finite-dimensional systems to infinite-dimensional systems with boundary actuation and sensing. These results are unique in two important ways. First, the derivations completely avoid discretization until the implementation stage. Second, they bypass formulating infinite-dimensional systems on an abstract Hilbert space and applying semigroup theory. Instead, Riccati equations are derived by applying weak-variations directly on the PDEs. Simulation examples and comparative analyses to backstepping are included for demonstration purposes.
Keywords :
Hilbert spaces; Riccati equations; differential equations; diffusion; group theory; linear quadratic control; multidimensional systems; observers; parabolic equations; state feedback; time-varying systems; Hilbert space; Riccati-type PDE; boundary actuation; boundary sensing; diffusion-reaction PDE; finite-dimensional systems; finite-time optimal control techniques; infinite-dimensional systems; linear parabolic diffusion-reaction partial differential equations; linear quadratic regulator; observer gains; optimal boundary control; optimal estimation problems; semigroup theory; time-varying state-feedback; Backstepping; Boundary conditions; Estimation; Kernel; Mathematical model; Optimal control; Partial differential equations;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference (ACC), 2011
Conference_Location :
San Francisco, CA
ISSN :
0743-1619
Print_ISBN :
978-1-4577-0080-4
Type :
conf
DOI :
10.1109/ACC.2011.5990900
Filename :
5990900
Link To Document :
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