Input-output linearizing nonlinear model predictive control

被引:26
|
作者
Soroush, M [1 ]
Soroush, HM
机构
[1] Drexel Univ, Dept Chem Engn, Philadelphia, PA 19104 USA
[2] Kuwait Univ, Dept Stat & Operat Res, Kuwait, Kuwait
关键词
D O I
10.1080/002071797223118
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Continuous-time nonlinear feedback control of multivariable processes with dead-times is considered. The problem of deadtime compensation for a class of nonlinear multivariable processes is solved. The nonlinear controllers are derived by using two conceptually different approaches, a differential geometric approach and a model predictive approach. The model predictive approach uses shortest prediction horizons which allow one to establish the connections between model predictive control and input-output linearization. These two approaches lead to identical feedback controllers when there are no constraints or when the characteristic (decoupling) matrix of process can be made diagonal by manipulated-input/controlled-output rearrangements. Connections between the derived controllers and the linear internal model control are established. The application and performance of one of the derived nonlinear controllers is illustrated by a reactor example.
引用
收藏
页码:1449 / 1473
页数:25
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