ITCRI: An Interactive software Tool for Control-Relevant Identification education

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

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

4 Scopus citations

Abstract

This paper describes the theoretical basis, features, and functionality of an Interactive Tool for Control Relevant Identification (ITCRI). ITCRI captures the control-relevant identification process, from input design to closed-loop control, depicting these stages simultaneously and interactively in one screen. Control-relevance in ITCRI is accomplished primarily through prefiltering, which is evaluated using single-pass and two-step algorithms. By 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, control performance requirements and model error can impact the achievable closed-loop performance from a restricted complexity model estimated under noisy conditions.

Original languageEnglish (US)
Title of host publicationIFAC Proceedings Volumes (IFAC-PapersOnline)
Pages6367-6372
Number of pages6
Volume18
EditionPART 1
DOIs
Publication statusPublished - 2011
Event18th IFAC World Congress - Milano, Italy
Duration: Aug 28 2011Sep 2 2011

Other

Other18th IFAC World Congress
CountryItaly
CityMilano
Period8/28/119/2/11

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Keywords

  • Control education
  • Control-Relevant Identification
  • Experimental design
  • Interactivity
  • Prediction-error estimation

ASJC Scopus subject areas

  • Control and Systems Engineering

Cite this

Álvarez, J. D., Guzmán, J. L., Rivera, D., Berenguel, M., & Dormido, S. (2011). ITCRI: An Interactive software Tool for Control-Relevant Identification education. In IFAC Proceedings Volumes (IFAC-PapersOnline) (PART 1 ed., Vol. 18, pp. 6367-6372) https://doi.org/10.3182/20110828-6-IT-1002.02467