Synthesis of state feedback regulators for nonlinear processes

Abstract The present work proposes a new approach to the state feedback regulator synthesis problem for multiple-input nonlinear processes. The problem under consideration is not treated within the context of exact feedback linearization, where restrictive conditions arise, but is conveniently formulated in the context of singular partial differential equations (PDE) theory. In particular, the mathematical formulation of the problem is realized via a system of first-order quasi-linear singular PDEs and a rather general set of necessary and sufficient conditions for solvability is derived. The solution to the above system of singular PDEs can be proven to be locally analytic and this enables the development of a series solution method, that is easily programmable with the aid of a symbolic software package such as MAPLE. Under a simultaneous implementation of a nonlinear coordinate transformation and a nonlinear state feedback control law that is computed through the solution of the above system of singular PDEs, both feedback linearization and pole-placement design objectives can be accomplished in a single step. Finally, the proposed nonlinear state feedback regulator synthesis method is applied to a continuous stirred tank reactor (CSTR) in non-isothermal operation that exhibits steady-state multiplicity. The control objective is to regulate the reactor at the middle unstable steady state by manipulating the dilution rate. Simulation studies have been conducted to evaluate the performance of the proposed nonlinear state feedback regulator, as well as to illustrate the main design aspects of the proposed approach. It is shown that the nonlinear state feedback regulator clearly outperforms the standard linear one, especially in the presence of adverse conditions under which linear regulation at the unstable steady state is not always feasible.

[1]  N. El‐Farra,et al.  Robust optimal control of nonlinear systems , 1999, Proceedings of the 1999 American Control Conference (Cat. No. 99CH36251).

[2]  A. Teel,et al.  Robust semi-global output tracking for nonlinear singularly perturbed systems , 1996 .

[3]  A. M. Lyapunov The general problem of the stability of motion , 1992 .

[4]  Costas Kravaris,et al.  Input/output linearization: A nonlinear analog of placing poles at process zeros , 1988 .

[5]  R. Su On the linear equivalents of nonlinear systems , 1982 .

[6]  C. Kravaris,et al.  Nonlinear State Feedback Synthesis by Global Input/Output Linearization , 1986, 1986 American Control Conference.

[7]  Robert F. Stengel,et al.  Optimal Control and Estimation , 1994 .

[8]  S. A. Vejtasa,et al.  An experimental study of steady state multiplicity and stability in an adiabatic stirred reactor , 1970 .

[9]  A. Isidori Nonlinear Control Systems: An Introduction , 1986 .

[10]  Maciejowsk Multivariable Feedback Design , 1989 .

[11]  A. Isidori,et al.  Output regulation of nonlinear systems , 1990 .

[12]  Costas Kravaris,et al.  Geometric methods for nonlinear process control. 2. Controller synthesis , 1990 .

[13]  Ian Postlethwaite,et al.  Multivariable Feedback Control: Analysis and Design , 1996 .

[14]  Costas Kravaris,et al.  Singular PDEs and the single-step formulation of feedback linearization with pole placement , 2000 .

[15]  R. Courant,et al.  Methods of Mathematical Physics , 1962 .

[16]  Nikolaos Kazantzis Lie and Lyapunov methods in the analysis and synthesis of nonlinear process control systems. , 1997 .

[17]  Chi-Tsong Chen,et al.  Linear System Theory and Design , 1995 .

[18]  Costas J. Spanos,et al.  Advanced process control , 1989 .

[19]  D. Luenberger Observing the State of a Linear System , 1964, IEEE Transactions on Military Electronics.

[20]  L. Hunt,et al.  Global transformations of nonlinear systems , 1983 .

[21]  H. S. Fogler,et al.  Elements of Chemical Reaction Engineering , 1986 .

[22]  J. Kantor,et al.  AN EXOTHERMIC CONTINUOUS STIRRED TANK REACTOR IS FEEDBACK EQUIVALENT TO A LINEAR SYSTEM , 1985 .

[23]  B. Bequette Nonlinear control of chemical processes: a review , 1991 .