Controller modification applied for active fault detection

Henrik Niemann, Jakob Stoustrup, Niels Kjølstad Poulsen

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

12 Citations (Scopus)

Abstract

This paper is focusing on active fault detection (AFD) for parametric faults in closed-loop systems. This auxiliary input applied for the fault detection will also disturb the external output and consequently reduce the performance of the controller. Therefore, only small auxiliary inputs are used with the result that the detection and isolation time can be long. In this paper it will be shown, that this problem can be handled by using a modification of the feedback controller. By applying the YJBK-parameterization (after Youla, Jabr, Bongiorno and Kucera) for the controller, it is possible to modify the feedback controller with a minor effect on the external output in the fault free case. Further, in the faulty case, the signature of the auxiliary input can be optimized. This is obtained by using a band-pass filter for the YJBK parameter that is only effective in a small frequency range where the frequency for the auxiliary input is selected. This gives that it is possible to apply an auxiliary input with a reduced amplitude. An example is included to show the results.

Original languageEnglish
Title of host publicationAmerican Control Conference (ACC), 2014
Number of pages6
PublisherIEEE Signal Processing Society
Publication date1 Jan 2014
Pages1963-1968
Article number6858784
ISBN (Print)9781479932726
DOIs
Publication statusPublished - 1 Jan 2014
Event2014 American Control Conference (ACC) - Portland, OR, United States
Duration: 4 Jun 20146 Jun 2014

Conference

Conference2014 American Control Conference (ACC)
Country/TerritoryUnited States
CityPortland, OR
Period04/06/201406/06/2014
SeriesAmerican Control Conference
ISSN0743-1619

Keywords

  • Active fault detection
  • controller modification
  • feedback controllers
  • parametric faults
  • YJBK parameterization

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