Title :
Distributed Fuzzy Control Design of Nonlinear Hyperbolic PDE Systems With Application to Nonisothermal Plug-Flow Reactor
Author :
Wang, Jun-Wei ; Wu, Huai-Ning ; Li, Han-Xiong
Author_Institution :
Sci. & Technol. on Aircraft Control Lab., Beihang Univ. (Beijing Univ. of Aeronaut. & Astronaut.), Beijing, China
fDate :
6/1/2011 12:00:00 AM
Abstract :
This paper considers the problem of fuzzy control design for a class of nonlinear distributed parameter systems that is described by first-order hyperbolic partial differential equations (PDEs), where the control actuators are continuously distributed in space. The goal of this paper is to develop a fuzzy state-feedback control design methodology for these systems by employing a combination of PDE theory and concepts from Takagi-Sugeno (T-S) fuzzy control. First, the T-S fuzzy hyperbolic PDE model is proposed to accurately represent the nonlinear first-order hyperbolic PDE system. Subsequently, based on the T-S fuzzy-PDE model, a Lyapunov technique is used to analyze the closed-loop exponential stability with a given decay rate. Then, a fuzzy state-feedback control design procedure is developed in terms of a set of spatial differential linear matrix inequalities (SDLMIs) from the resulting stability conditions. Furthermore, utilizing the finite-difference approximation method (with a backward difference for the spatial derivative), a recursive algorithm is presented to solve the SDLMIs via the existing LMI optimization techniques. Finally, the developed design methodology is successfully applied to the control of a nonisothermal plug-flow reactor.
Keywords :
Lyapunov methods; actuators; approximation theory; chemical reactors; control system synthesis; distributed control; finite difference methods; fuzzy control; hyperbolic equations; nonlinear differential equations; partial differential equations; state feedback; Lyapunov technique; Takagi-Sugeno fuzzy control; closed loop exponential stability; control actuators; distributed fuzzy control design; finite difference approximation method; first order hyperbolic partial differential equations; fuzzy state feedback control design; nonisothermal plug-flow reactor; nonlinear hyperbolic PDE systems; spatial differential linear matrix inequalities; Actuators; Approximation methods; Control design; Fuzzy control; Linear matrix inequalities; Mathematical model; Stability analysis; Distributed parameter systems; Takagi–Sugeno (T–S) fuzzy model; exponential stability; fuzzy control; linear matrix inequalities (LMIs);
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2011.2116028