Modelling and optimal controller design of networked control systems with multiple delays

被引:119
作者
Lian, FL
Moyne, J
Tilbury, D
机构
[1] Natl Taiwan Univ, Taipei 106, Taiwan
[2] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Dept Mech Engn, Ann Arbor, MI 48109 USA
基金
美国国家科学基金会;
关键词
D O I
10.1080/0020717031000098426
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 paper we discuss the modelling and control of networked control systems (NCS) where sensors, actuators and controllers are distributed and interconnected by a common communication network. Multiple distributed communication delays as well as multiple inputs and multiple outputs (MIMO) are considered in the modelling algorithm. In addition, the asynchronous sampling mechanisms of distributed sensors are characterized to obtain the actual time delays between sensors and the controller. Due to the characteristics of a network architecture, piecewise constant plant inputs are assumed and discrete-time models of plant and controller dynamics are adopted to analyse the stability and performance of a closed-loop NCS. The analysis result is used to verify the stability and performance of an NCS without considering the impact of multiple time delays in the controller design. In addition, the proposed NCS model is used as a foundation for optimal controller design. The proposed control algorithm utilizes the information of delayed signals and improves the control performance of a control system encountering distributed communication delays. Several simulation studies are provided to verify the control performance of the proposed controller design.
引用
收藏
页码:591 / 606
页数:16
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