Nonlinear model predictive control using Hammerstein models

被引:201
|
作者
Fruzzetti, KP [1 ]
Palazoglu, A [1 ]
McDonald, KA [1 ]
机构
[1] UNIV CALIF DAVIS, DEPT CHEM ENGN & MAT SCI, DAVIS, CA 95616 USA
关键词
predictive control; Hammerstein models; nonlinear control;
D O I
10.1016/S0959-1524(97)80001-B
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Nonlinear models that are composed of a linear dynamic element in series with a nonlinear static element prove to be very attractive in describing the behaviour of many chemical processes. In this paper, a model predictive control scheme is proposed using the Hammerstein model structure. Two simulation examples, a pH neutralization process and a binary distillation column, are used to demonstrate the effectiveness of the method. Copyright (C) 1996 Elsevier Science Ltd
引用
收藏
页码:31 / 41
页数:11
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