Exponential Stabilization for a Class of Nonlinear Parabolic PDE Systems via Fuzzy Control Approach

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.

[1]  Panagiotis D. Christofides,et al.  Distributed nonlinear control of diffusion-reaction processes , 2003, Proceedings of the 2003 American Control Conference, 2003..

[2]  Denis Dochain,et al.  Discontinuous feedback stabilization of minimum-phase semilinear infinite-dimensional systems with application to chemical tubular reactor , 2002, IEEE Trans. Autom. Control..

[3]  Dong Yue,et al.  Delay-Distribution-Dependent Stability and Stabilization of T–S Fuzzy Systems With Probabilistic Interval Delay , 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[4]  E. Yaz Linear Matrix Inequalities In System And Control Theory , 1998, Proceedings of the IEEE.

[5]  Thierry-Marie Guerra,et al.  LMI-based relaxed nonquadratic stabilization conditions for nonlinear systems in the Takagi-Sugeno's form , 2004, Autom..

[6]  J. Douglas Faires,et al.  Numerical Analysis , 1981 .

[7]  Gregory Hagen,et al.  Distributed control design for parabolic evolution equations: application to compressor stall control , 2004, IEEE Transactions on Automatic Control.

[8]  Kazuo Tanaka,et al.  Fuzzy Control Systems Design and Analysis: A Linear Matrix Inequality Approach , 2008 .

[9]  Chih-Ming Ho,et al.  REVIEW: MEMS and Its Applications for Flow Control , 1996 .

[10]  Emilia Fridman,et al.  An LMI approach toH∞ boundary control of semilinear parabolic and hyperbolic systems , 2009 .

[11]  Jin Bae Park,et al.  Improvement on Nonquadratic Stabilization of Discrete-Time Takagi–Sugeno Fuzzy Systems: Multiple-Parameterization Approach , 2010, IEEE Transactions on Fuzzy Systems.

[12]  James C. Robinson Infinite-Dimensional Dynamical Systems: An Introduction to Dissipative Parabolic PDEs and the Theory of Global Attractors , 2001 .

[13]  Tingxiu Wang,et al.  Stability in Abstract Functional Differential Equations. Part I. General Theorems , 1994 .

[14]  Ioannis G. Kevrekidis,et al.  Local manipulation of catalytic surface reactivity , 2003 .

[15]  Michio Sugeno,et al.  Fuzzy identification of systems and its applications to modeling and control , 1985, IEEE Transactions on Systems, Man, and Cybernetics.

[16]  R. Curtain Finite-dimensional compensator design for parabolic distributed systems with point sensors and boundary input , 1982 .

[17]  Emilia Fridman,et al.  An LMI approach to Hinfinity boundary control of semilinear parabolic and hyperbolic systems , 2009, Autom..

[18]  Arkadi Nemirovski,et al.  Lmi Control Toolbox For Use With Matlab , 2014 .

[19]  J. Smoller Shock Waves and Reaction-Diffusion Equations , 1983 .

[20]  Gang Feng,et al.  Analysis and Synthesis of Fuzzy Control Systems , 2010 .

[21]  Harold R. Parks,et al.  The Implicit Function Theorem , 2002 .

[22]  Andrey Smyshlyaev,et al.  Adaptive Control of Parabolic PDEs , 2010 .

[23]  M. Balas,et al.  Feedback control of flexible systems , 1978 .

[24]  Hans Zwart,et al.  An Introduction to Infinite-Dimensional Linear Systems Theory , 1995, Texts in Applied Mathematics.

[25]  Panagiotis D. Christofides,et al.  Predictive control of parabolic PDEs with boundary control actuation , 2006 .

[26]  Stephen P. Boyd,et al.  Linear Matrix Inequalities in Systems and Control Theory , 1994 .

[27]  Dong Yue,et al.  T–S Fuzzy Model-Based Robust Stabilization for Networked Control Systems With Probabilistic Sensor and Actuator Failure , 2011, IEEE Transactions on Fuzzy Systems.

[28]  Kazuo Tanaka,et al.  A multiple Lyapunov function approach to stabilization of fuzzy control systems , 2003, IEEE Trans. Fuzzy Syst..

[29]  Michael A. Demetriou,et al.  Model reference adaptive control of slowly time-varying parabolic distributed parameter systems , 1994, Proceedings of 1994 33rd IEEE Conference on Decision and Control.

[30]  乔花玲,et al.  关于Semigroups of Linear Operators and Applications to Partial Differential Equations的两个注解 , 2003 .

[31]  Shaocheng Tong,et al.  Delay-dependent stability analysis and control synthesis of fuzzy dynamic systems with time delay , 2006, Fuzzy Sets Syst..

[32]  Han-Xiong Li,et al.  H$_{\infty}$ Fuzzy Observer-Based Control for a Class of Nonlinear Distributed Parameter Systems With Control Constraints , 2008, IEEE Transactions on Fuzzy Systems.

[33]  Eduardo Sontag A universal construction of Artstein's theorem on nonlinear stabilization , 1989 .

[34]  P. Christofides,et al.  Nonlinear and Robust Control of PDE Systems: Methods and Applications to Transport-Reaction Processes , 2002 .

[35]  Gregory Hagen,et al.  Spillover Stabilization in Finite-Dimensional Control and Observer Design for Dissipative Evolution Equations , 2003, SIAM J. Control. Optim..

[36]  Gang Feng,et al.  Stabilization of a Class of Nonlinear Continuous Time Systems Via Fuzzy Control Approach , 2005, Proceedings of the 2005 IEEE International Symposium on, Mediterrean Conference on Control and Automation Intelligent Control, 2005..

[37]  Weijiu Liu,et al.  Boundary Feedback Stabilization of an Unstable Heat Equation , 2003, SIAM J. Control. Optim..

[38]  M. Balas FEEDBACK CONTROL OF LINEAR DIFFUSION PROCESSES , 1979 .

[39]  Hak-Keung Lam,et al.  LMI-Based Stability Analysis for Fuzzy-Model-Based Control Systems Using Artificial T–S Fuzzy Model , 2011, IEEE Transactions on Fuzzy Systems.

[40]  Huaguang Zhang,et al.  Delay-Dependent Guaranteed Cost Control for Uncertain Stochastic Fuzzy Systems With Multiple Time Delays , 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[41]  Pierre Apkarian,et al.  Parameterized linear matrix inequality techniques in fuzzy control system design , 2001, IEEE Trans. Fuzzy Syst..

[42]  Huijun Gao,et al.  Stabilization of Nonlinear Systems Under Variable Sampling: A Fuzzy Control Approach , 2007, IEEE Transactions on Fuzzy Systems.

[43]  Uri Shaked,et al.  A new bounded real lemma representation for the continuous-time case , 2001, IEEE Trans. Autom. Control..

[44]  Marcel Staroswiecki,et al.  Dynamic Output Feedback-Fault Tolerant Controller Design for Takagi–Sugeno Fuzzy Systems With Actuator Faults , 2010, IEEE Transactions on Fuzzy Systems.

[45]  Han-Xiong Li,et al.  Finite-Dimensional Constrained Fuzzy Control for a Class of Nonlinear Distributed Process Systems , 2007, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[46]  Fernando Paganini,et al.  Distributed control of spatially invariant systems , 2002, IEEE Trans. Autom. Control..

[47]  Han-Xiong Li,et al.  Distributed Fuzzy Control Design of Nonlinear Hyperbolic PDE Systems With Application to Nonisothermal Plug-Flow Reactor , 2011, IEEE Transactions on Fuzzy Systems.

[48]  Harvey Thomas Banks,et al.  Smart material structures: Modeling, estimation, and control , 1996 .

[49]  M. Balas Reduced-order feedback control of distributed parameter systems via singular perturbation methods , 1982 .

[50]  M. Balas The galerkin method and feedback control of linear distributed parameter systems , 1983 .

[51]  Bor-Sen Chen,et al.  Fuzzy State-Space Modeling and Robust Observer-Based Control Design for Nonlinear Partial Differential Systems , 2009, IEEE Transactions on Fuzzy Systems.