Application of Taylor transformation to nonlinear predictive control problem

被引:30
作者
Chen, CL [1 ]
Lin, SH [1 ]
Chen, CK [1 ]
机构
[1] NATL CHENG KUNG UNIV,DEPT MECH ENGN,TAINAN 70101,TAIWAN
关键词
Taylor transformation; model predictive control; continuous stirred tank reactor (CSTR); generalized predictive control (NPC);
D O I
10.1016/0307-904X(96)00050-9
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A Taylor transformation technique for nonlinear process predictive control is presented. in this approach, a prediction model for nonlinear predictive control (NPC) is introduced, using the Taylor transformation technique, to make the NPC design problem similar to the linear predictive control problem. It is then applied to the continuous stirred tank reactor (CSTR) control problem. The stability of the proposed nonlinear predictive control scheme to the CSTR problem is also studied The model mismatch can also be made to cope with the proposed scheme. The results are compared with those obtained using nonlinear model predictive control and a fuzzy adaptive controller. The comparison shows that the proposed method leads to feasible results for NPC research.
引用
收藏
页码:699 / 710
页数:12
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