A two-tier control architecture for nonlinear process systems with continuous/asynchronous feedback

被引:11
|
作者
Liu, Jinfeng [1 ]
Munoz de la Pena, David [2 ]
Ohran, Benjamin J. [1 ]
Christofides, Panagiotis D. [1 ,3 ]
Davis, James F. [1 ]
机构
[1] Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
[2] Univ Seville, Dept Ingn Sistemas & Automat, Seville 41092, Spain
[3] Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USA
基金
美国国家科学基金会;
关键词
networked control systems; model predictive control; nonlinear systems; fault-tolerant control systems; process control applications; MODEL-PREDICTIVE CONTROL; STABILITY; COMMUNICATION; STABILIZATION; WIRELESS; SUBJECT; STATE;
D O I
10.1080/00207170903141051
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this work, we introduce a two-tier control architecture for nonlinear process systems with both continuous and asynchronous sensing and actuation. This class of systems arises naturally in the context of process control systems based on hybrid communication networks (i.e. point-to-point wired links integrated with networked wired or wireless communication) and utilising multiple heterogeneous measurements (e.g. temperature and concentration). Assuming that there exists a lower-tier control system which relies on point-to-point communication and continuous measurements to stabilise the closed-loop system, we propose to use Lyapunov-based model predictive control to design an upper-tier networked control system to profit from both the continuous and the asynchronous measurements as well as from additional networked control actuators. The proposed two-tier control system architecture preserves the stability properties of the lower-tier controller while improving the closed-loop performance. The theoretical results are demonstrated using two different chemical process examples.
引用
收藏
页码:257 / 272
页数:16
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