Design of a computationally efficient observer-based distributed fault detection and isolation scheme in second-order networked control systems

  • Aadil Sarwar Khan*
  • , Abdul Qayyum Khan*
  • , Naeem Iqbal
  • , Ghulam Mustafa
  • , Muhammad Asim Abbasi
  • , Atif Mahmood
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

15 Scopus citations

Abstract

This paper presents a novel directional observer-based fault detection and isolation scheme for second-order networked control systems (NCS). The directional unknown input observer (UIO) tool is exploited to study the problem of distributed fault detection and isolation (FDI). Two design schemes with global and partial/local network models are proposed to solve the distributed FDI problem. Thresholds are computed for the application of the proposed schemes in a noisy environment. In addition, the salient features of the proposed schemes are that both fault detection and fault isolation are achieved in a single step using a single observer. The schemes are applied to power system models to validate their results. A detailed comparison with existing FDI schemes is also provided, which clearly shows the effectiveness of the proposed scheme in terms of computational requirements.

Original languageEnglish
Pages (from-to)229-241
Number of pages13
JournalISA Transactions
Volume128
DOIs
StatePublished - Sep 2022
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2021 ISA

Keywords

  • Distributed FDI
  • Fault detection
  • Fault diagnosis
  • Fault isolation
  • NCS
  • Unknown input observer

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Instrumentation
  • Computer Science Applications
  • Electrical and Electronic Engineering
  • Applied Mathematics

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