Robust nonlinear internal model control of stable Wiener systems

被引:28
|
作者
Kim, Kwang-Ki Kevin [1 ,2 ]
Rios-Patron, Ernesto [3 ,4 ]
Braatz, Richard D. [1 ,2 ]
机构
[1] MIT, Cambridge, MA USA
[2] Univ Illinois, Urbana, IL USA
[3] Univ Nacl Autonoma Mexico, Fac Quim, Mexico City, DF, Mexico
[4] Petr Mexicanos, Mexico City, DF, Mexico
关键词
Nonlinear control; Robust control; Wiener systems; Internal model control; Linear matrix inequalities; PH-NEUTRALIZATION; IDENTIFICATION; HAMMERSTEIN;
D O I
10.1016/j.jprocont.2012.01.019
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Many process systems can be modeled as a stable Wiener system, which is a stable linear system followed by a static nonlinearity. A nonlinear control design procedure is presented that provides robustness to uncertainties while being applicable to systems with unstable zero dynamics, unmeasured states, disturbances, and measurement noise. The design procedure combines nonlinear internal model control with linear matrix inequality feasibility or optimization problems, such that all robust stability and performance criteria are computable in polynomial-time using readily available software. Application to a pH neutralization case study demonstrates the importance of taking uncertainty into account during the design of controllers for Wiener systems. The approach is generalizable to Hammerstein and sandwich systems, whether well- or poorly conditioned, and to systems with actuator constraints. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1468 / 1477
页数:10
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