Title :
On the Extended Luenberger-Type Observer for Semilinear Distributed-Parameter Systems
Author_Institution :
Dept. of Autom. Control, Christian-Albrechts-Univ. Kiel, Kiel, Germany
Abstract :
The design of an extended Luenberger observer is considered to solve the state observation problem for semilinear distributed-parameter systems. For this, a backstepping-based technique is proposed for the design of the output injection weights by making use of the (extended) linearization of the semilinear observer error system with respect to the observer state. Stability of both the linearized and the semilinear observer error dynamics is analyzed theoretically. Moreover, an efficient sample-and-hold implementation is considered to improve the computational efficiency of the observer design. Simulation examples are provided for a bistable semilinear partial differential equation and the simplified model of a bioreactor with Monod kinetics.
Keywords :
computational complexity; control system synthesis; distributed parameter systems; observers; partial differential equations; stability; Monod kinetics; backstepping-based technique; bioreactor; bistable semilinear partial differential equation; computational efficiency; extended Luenberger-type observer design; observer state; output injection weights; sample-and-hold implementation; semilinear distributed-parameter systems; semilinear observer error dynamics; semilinear observer error system linearization; state observation problem; Approximation methods; Backstepping; Equations; Kernel; Mathematical model; Observers; Stability analysis; Backstepping; Luenberger observer; bioreactor; distributed-parameter systems (DPSs); partial differential equation (PDE); semilinear; stability; state observer;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2013.2243312