Multivariable Intelligent Decoupling Control System and its Application

Many industrial processes have compositive complexities including multivariable, strong coupling, nonlinearity, time-variant and operating condition variations. Combining multivariable adaptive decoupling control with neural networks, this paper presents a multivariable neural network- based decoupling control algorithm. This control algorithm is integrated with distributed control technique and intelligent control technique, and a three-leveled intelligent decoupling control system consisting of basic control level, coordinating control level, and management and decision level is developed. The configuration and function of the control system are discussed in detail. This system has been successfully applied in ball mill pulverizing systems of 200MW power units, and remarkable benefits have been obtained.

[1]  B. Wittenmark,et al.  Adaptive decoupling of multivariable systems , 1987 .

[2]  R. J. Kavanagh,et al.  Noninteracting controls in linear multivariable systems , 1957, Transactions of the American Institute of Electrical Engineers, Part II: Applications and Industry.

[3]  Shi-Jun Lang,et al.  A multivariable generalized self-tuning controller with decoupling design , 1986 .

[4]  P. Falb,et al.  Decoupling in the design and synthesis of multivariable control systems , 1967, IEEE Transactions on Automatic Control.

[5]  Tianyou Chai,et al.  A new decoupling design of self‐tuning multivariable generalized predictive control , 1999 .

[6]  Yong-zai Lu,et al.  Decoupling in fuzzy systems: a cascade compensation approach , 1989 .

[7]  T Chai A MULTIVARIABLE INDIRECT ADAPTIVE DECOUPLING CONTROL ALGORITHM , 1991 .

[8]  Lang Shi Jun,et al.  A Multivariable Generalized Self-Tuning Controller with Decoupling Design , 1985, 1985 American Control Conference.

[9]  Duncan A. Mellichamp,et al.  A decoupling pole placement self‐tuning controller for a class of multivariable processes , 1986 .

[10]  Zhang Zhen MULTIVARIABLE ADAPTIVE DECOUPLING CONTROLLER FOR VERTICAL LOOP OF CONTINUOUS BAR MILL , 2001 .

[11]  H. Rosenbrock Design of multivariable control systems using the inverse Nyquist array , 1969 .

[12]  T Chai A MULTIVARIABLE IMPLICIT POLE ASSIGNMENT SELFTUNING CONTROLLER AND ITS APPLICATIONS , 1989 .

[13]  Chai Tian You A Multivariable Generalized Self-Tuning Decoupling Controller and Application , 1986, 1986 American Control Conference.

[14]  Duncan A. Mellichamp,et al.  A Decoupling Pole Placement Self-Tuning Controller for a Class of Multivariable Processes , 1984 .

[15]  Tianyou Chai,et al.  Intelligent Control of Coal-Pulverizing Systems With Ball-Tube Mill , 1999 .

[16]  Franjo Jović,et al.  Process Control Systems , 1986 .

[17]  T Chai THE GLOBAL CONVERGENCE ANALYSIS OF A MULTIVARIABLE DECOUPLING SELF-TUNING CONTROLLER , 1989 .

[18]  Madan Gupta,et al.  Multivariable Structure of Fuzzy Control Systems , 1986, IEEE Transactions on Systems, Man, and Cybernetics.

[19]  Tian You Chai,et al.  Globally convergent multivariable adaptive decoupling controller and its application to a binary distillation column , 1992 .

[20]  Tian You Chai Direct adaptive decoupling control for general stochastic multivariable systems , 1990 .

[21]  Tianyou Chai A self-tuning decoupling controller for a class of multivariable systems and global convergence analysis , 1988 .