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  • 标题:A Study of the Influence of Stochastic Fractional-Order Delay Dynamics in a Networked Control System
  • 本地全文:下载
  • 作者:Jairo Viola ; Piotr Oziablo ; YangQuan Chen
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2020
  • 卷号:53
  • 期号:2
  • 页码:5789-5794
  • DOI:10.1016/j.ifacol.2020.12.1617
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractStochastic 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 α-stable distribution. This paper presents a quantitative analysis of the effects of fractional-order α-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 α-Stable distribution with different α values. Obtained results show that fractional-order controllers can deal better with time-variant fractional-order random communication delays that follows an α-Stable distribution compared with the integer-order controllers.
  • 关键词:KeywordsNetworked Control SystemsFractional-Order delay dynamicsα-Stable distribution
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