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An observer-based fault detection scheme for distributed parameter systems of hyperbolic type and its application in paper production process

  • Haiyang Hao*
  • , Steven X. Ding
  • , Adel Haghani
  • , Shen Yin
  • *Corresponding author for this work
  • University of Duisburg-Essen

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In this paper, an observer-based fault detection scheme is developed for one special kind of distributed parameter systems (DPS) of hyperbolic type. An alternative order reduction approach is utilized to handle the infinite-dimensional nature of DPS for fault detection purpose, compared with the existing modal analysis based method which relies on the existence of eigen-decomposition of the spatial differential operator. The developed fault detection scheme is finally implemented on a simulation model of the paper drying process in paper production industry, and the achieved results demonstrate the effectiveness of the proposed scheme.

Original languageEnglish
Title of host publication8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, SAFEPROCESS 2012
PublisherIFAC Secretariat
Pages1047-1052
Number of pages6
EditionPART 1
ISBN (Print)9783902823090
DOIs
StatePublished - 2012
Event8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, SAFEPROCESS 2012 - Mexico City, Mexico
Duration: 29 Aug 201231 Aug 2012

Publication series

NameIFAC Proceedings Volumes (IFAC-PapersOnline)
NumberPART 1
Volume8
ISSN (Print)1474-6670

Conference

Conference8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, SAFEPROCESS 2012
Country/TerritoryMexico
CityMexico City
Period29/08/1231/08/12

Keywords

  • Distributed parameter systems
  • Finite element method
  • Observer-based fault detection
  • Order reduction
  • Paper drying process

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