Continuous-time generalized predictive control (CGPC)

A continuous-time version of the discrete-time Generalized Predictive Controller is presented. The continuous-time formulation arises from a mixture of two kinds of analogy between continuous and discrete-time systems: a physical analogy and an algebraic analogy. Emphasis is placed on the differences arising from a continuous-time formulation, and the relative merits of a continuous and a discrete-time approach are given. Although mainly concerned with the design algorithm itself, the paper also indicates how a self-tuning version can be implemented. Illustrative simulations are given.

[1]  R. De Keyser,et al.  Extended Prediction Self-Adaptive Control , 1985 .

[2]  Sa Chesna,et al.  Extended Horizon Adaptive Control , 1984 .

[3]  Peter J. Gawthrop,et al.  Continuous-time Self-tuning Control - A Unified Approach , 1987 .

[4]  J. E. Marshall,et al.  Control of Time-Delay Systems , 1981, IEEE Transactions on Systems, Man, and Cybernetics.

[5]  David Clarke,et al.  Self-tuning control , 1979 .

[6]  Béla Lantos Identification and adaptive control of robots , 1993 .

[7]  Marimuthu Palaniswami,et al.  An adaptive control algorithm for linear systems having unknown time delay , 1988, Autom..

[8]  W. Wolovich Linear multivariable systems , 1974 .

[9]  D. W. Clarke,et al.  Long-range predictive control using weighting-sequence models , 1987 .

[10]  David W. Clarke,et al.  Generalized predictive control - Part I. The basic algorithm , 1987, Autom..

[11]  K. Åström Introduction to Stochastic Control Theory , 1970 .

[12]  Peter Wellstead,et al.  Pole assignment self-tuning regulator , 1979 .

[13]  J. Richalet,et al.  Model predictive heuristic control: Applications to industrial processes , 1978, Autom..

[14]  Robin De Keyser,et al.  A self-tuning multistep predictor application , 1981, Autom..

[15]  Edoardo Mosca,et al.  Multistep Horizon Self-Tuning Controllers: The Musmar Approach , 1984 .

[16]  C. R. Cutler,et al.  Dynamic matrix control¿A computer control algorithm , 1979 .

[17]  Robin De Keyser,et al.  A comparative study of self-adaptive long-range predictive control methods , 1985, Autom..

[18]  V. Peterka,et al.  Predictor-based self-tuning control , 1982, Autom..

[19]  M. B. Zarrop,et al.  Generalized pole-placement self-tuning controller Part 1, Basic algorithm , 1987 .