Title :
Adaptive control of PDEs with uncertain and spatially variable parameters
Author :
Smyshlyaev, Andrey ; Krstic, Miroslav
Author_Institution :
Univ. of California at San Diego, La Jolla
Abstract :
This tutorial paper presents comprehensive new techniques for adaptive control of PDE systems. It overviews three design methods - the Lyapunov design, the passive design, and the swapping design and discusses tradeoffs between them. The basic ideas for each design are introduced through benchmark plants with constant unknown coefficients. This is then expanded to PDEs with spatially varying coefficients and with boundary sensing only, employing adaptive PDE observers. These adaptive controllers are applicable even to PDE systems with an infinite relative degree, infinitely many unknown parameters, and open loop unstable.
Keywords :
Lyapunov methods; adaptive control; control system synthesis; observers; partial differential equations; uncertain systems; Lyapunov design; PDE; adaptive PDE observers; adaptive control; passive design; spatially variable parameters; swapping design; uncertain parameters; Adaptive control; Chemicals; Cities and towns; Control systems; Design methodology; Open loop systems; Parameter estimation; Programmable control; Stability; State estimation;
Conference_Titel :
American Control Conference, 2007. ACC '07
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0988-8
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2007.4282426