ITCRI: An interactive software tool for evaluating control-relevant identification

J. D. Álvarez, J. L. Guzman, Daniel Rivera, M. Berenguel, S. Dormido

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper describes an Interactive Tool for Control Relevant Identification (ITCRI). It evaluates all stages of a control-relevant identification process, from input design to closed-loop control, simultaneously and interactively in one screen. Control-relevance in ITCRI is accomplished primarily through prefiltering, which is implemented via single-pass and two-step algorithms. By simultaneously displaying both open- and closed-loop responses of the estimated models and important control-relevant validation criteria, ITCRI enables the user to readily assess how design variable choices and control performance requirements impact model error and ultimately, closed-loop performance. A case study involving a fluidized bed calciner is presented to illustrate the workings of the tool and the considerations that arise when control requirements are incorporated during identification.

Original languageEnglish (US)
Title of host publicationSYSID 2012 - 16th IFAC Symposium on System Identification, Final Program
PublisherIFAC Secretariat
Pages1529-1534
Number of pages6
Edition16 PART 1
ISBN (Print)9783902823069
DOIs
StatePublished - Jan 1 2012
EventUniversite Libre de Bruxelles - Bruxelles, Belgium
Duration: Jul 11 2012Jul 13 2012

Publication series

NameIFAC Proceedings Volumes (IFAC-PapersOnline)
Number16 PART 1
Volume45
ISSN (Print)1474-6670

Other

OtherUniversite Libre de Bruxelles
CountryBelgium
CityBruxelles
Period7/11/127/13/12

Keywords

  • Control-relevant identification
  • Interactivity
  • Internal model control
  • Prediction-error estimation
  • Prefiltering

ASJC Scopus subject areas

  • Control and Systems Engineering

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  • Cite this

    Álvarez, J. D., Guzman, J. L., Rivera, D., Berenguel, M., & Dormido, S. (2012). ITCRI: An interactive software tool for evaluating control-relevant identification. In SYSID 2012 - 16th IFAC Symposium on System Identification, Final Program (16 PART 1 ed., pp. 1529-1534). (IFAC Proceedings Volumes (IFAC-PapersOnline); Vol. 45, No. 16 PART 1). IFAC Secretariat. https://doi.org/10.3182/20120711-3-BE-2027.00248