A Study of the Influence of Stochastic Fractional-Order Delay Dynamics in a Networked Control System

被引:0
|
作者
Viola, Jairo [1 ]
Oziablo, Piotr [2 ]
Chen, YangQuan [1 ]
机构
[1] Univ Calif Merced, Merced, CA 95340 USA
[2] Bialystok Tech Univ, Bialystok, Poland
来源
IFAC PAPERSONLINE | 2020年 / 53卷 / 02期
关键词
Networked Control Systems; Fractional-Order delay dynamics; alpha-Stable distribution;
D O I
10.1016/j.ifacol.2020.12.1617
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Stochastic communication delays are present in networked control systems and have a significant influence over its closed-loop performance and stability. These delays are time-variant and have infinite variance, indicating fractional-order behavior that can be modeled using alpha-stable distribution. This paper presents a quantitative analysis of the effects of fractional-order alpha-stable distribution random communication delays in a networked control system for a temperature control application. The networked closed-loop system assessment is performed using four different controllers. Two integer order PI controllers tuned using classic tuning methods, and two fractional-order PI controllers tuned using standard tuning rules for fractional-order system. One hundred numerical simulation experiments are performed, modeling the random communication delays between the plant and controller using an alpha-Stable distribution with different a values. Obtained results show that fractional-order controllers can deal better with time-variant fractional-order random communication delays that follows an alpha-Stable distribution compared with the integer-order controllers. Copyright (C) 2020 The Authors.
引用
收藏
页码:5789 / 5794
页数:6
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