DocumentCode :
1362586
Title :
Exponential Stabilization for a Class of Nonlinear Parabolic PDE Systems via Fuzzy Control Approach
Author :
Wu, Huai-Ning ; Wang, Jun-Wei ; Li, Han-Xiong
Author_Institution :
Sci. & Technol. on Aircraft Control Lab., Beihang Univ. (Beijing Univ. of Aeronaut. & Astronaut.), Beijing, China
Volume :
20
Issue :
2
fYear :
2012
fDate :
4/1/2012 12:00:00 AM
Firstpage :
318
Lastpage :
329
Abstract :
This paper deals with the exponential stabilization problem for a class of nonlinear spatially distributed processes that are modeled by semilinear parabolic partial differential equations (PDEs), for which a finite number of actuators are used. A fuzzy control design methodology is developed for these systems by combining the PDE theory and the Takagi-Sugeno (T-S) fuzzy-model-based control technique. Initially, a T-S fuzzy parabolic PDE model is proposed to accurately represent a semilinear parabolic PDE system. Then, based on the T-S fuzzy model, a Lyapunov technique is used to design a continuous fuzzy state feedback controller such that the closed-loop PDE system is exponentially stable with a given decay rate. The stabilization condition is presented in terms of a set of spatial differential linear matrix inequalities (SDLMIs). Furthermore, a recursive algorithm is presented to solve the SDLMIs via the existing linear matrix inequality optimization techniques. Finally, numerical simulations on the temperature profile control of a catalytic rod are given to verify the effectiveness of the proposed design method.
Keywords :
Lyapunov methods; asymptotic stability; closed loop systems; control system synthesis; fuzzy control; linear matrix inequalities; nonlinear control systems; optimisation; parabolic equations; partial differential equations; Lyapunov technique; PDE; SDLMI; Takagi-Sugeno fuzzy model based control technique; catalytic rod; closed-loop PDE system; continuous fuzzy state feedback controller; exponential stabilization; fuzzy control approach; fuzzy control design methodology; linear matrix inequality optimization techniques; nonlinear parabolic PDE systems; nonlinear spatially distributed process; semilinear parabolic partial differential equations; spatial differential linear matrix inequalities; temperature profile control; Actuators; Algorithm design and analysis; Control design; Design methodology; Fuzzy control; Mathematical model; Stability analysis; Exponential stability; Takagi–Sugeno (T–S) fuzzy model; fuzzy control; linear matrix inequalities (LMIs); spatially distributed processes;
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/TFUZZ.2011.2173694
Filename :
6061953
Link To Document :
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