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Event-Triggered Fault Detection Filter Design for a Continuous-Time Networked Control System

  • Yu Long Wang
  • , Peng Shi*
  • , Cheng Chew Lim
  • , Yuan Liu
  • *Corresponding author for this work
  • Jiangsu University of Science and Technology
  • Adelaide University
  • Victoria University
  • Harbin Engineering University
  • School of Astronautics, Harbin Institute of Technology

Research output: Contribution to journalArticlepeer-review

Abstract

This paper studies the problem of event-triggered fault detection filter (FDF) and controller coordinated design for a continuous-time networked control system (NCS) with biased sensor faults. By considering sensor-to-FDF network-induced delays and packet dropouts, which do not impose a constraint on the event-triggering mechanism, and proposing the simultaneous network bandwidth utilization ratio and fault occurrence probability-based event-triggering mechanism, a new closed-loop model for the considered NCS is established. Based on the established model, the event-triggered H performance analysis, and FDF and controller coordinated design are presented. The combined mutually exclusive distribution and Wirtinger-based integral inequality approach is proposed for the first time to deal with integral inequalities for products of vectors. This approach is proved to be less conservative than the existing Wirtinger-based integral inequality approach. The designed FDF and controller can guarantee the sensitivity of the residual signal to faults and the robustness of the NCS to external disturbances. The simulation results verify the effectiveness of the proposed event-triggering mechanism, and the FDF and controller coordinated design.

Original languageEnglish
Article number7373594
Pages (from-to)3414-3426
Number of pages13
JournalIEEE Transactions on Cybernetics
Volume46
Issue number12
DOIs
StatePublished - Dec 2016
Externally publishedYes

Keywords

  • Event-triggering
  • fault detection
  • networked control systems (NCSs)

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