Fault detection in closed-loop systems using a double residual generator

Hans Henrik Niemann, Niels Kjølstad Poulsen

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Abstract

A double residual generator for fault detection in closed-loop systems is presented in this paper. The residual generator gives the standard residual vector and a dual residual vector as outputs. The standard residual vector can be applied directly for fault detection. The dual residual vector depends on known inputs to the system e.g. reference inputs and auxiliary inputs but decoupled from the disturbance in the system. It is also an input vector that can be applied for active fault detection (AFD). The dual residual vector can be considered as a generalized input vector in connection with AFD in closed-loop systems. This gives the possibility to use all known inputs for detection. The dual residual vector gives a link between passive and AFD in closed-loop systems. The double residual generator is given directly as the left Bezout matrix from the Bezout equation.

Original languageEnglish
Book seriesIFAC Proceedings Volumes (IFAC-PapersOnline)
Volume55
Issue number6
Pages (from-to)298-303
ISSN1474-6670
DOIs
Publication statusPublished - 2022
Event11th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes - Aliathon Resort , Pafos, Cyprus
Duration: 8 Jun 202210 Jun 2022
Conference number: 11
https://safeprocess2021.eu/

Conference

Conference11th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes
Number11
LocationAliathon Resort
Country/TerritoryCyprus
CityPafos
Period08/06/202210/06/2022
Internet address

Keywords

  • Fault detection
  • Residual generators
  • Parametric faults
  • Closed-loop systems
  • Coprime factorization

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