ITSIE: An interactive software tool for System Identification Education

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

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

7 Scopus citations

Abstract

The paper describes the conceptual basis and functionality of ITSIE, an Interactive Tool for System Identification Education. The tool is developed using Sysquake, a Matlab-like language with fast execution and excellent facilities for interactive graphics, and is delivered as a stand-alone executable that is readily accessible to students and users. The tool focuses on the open-loop Identification of a SISO fifth-order system subject to multiple noise sources using classical prediction-error methods. The various stages of system Identification, ranging from input signal design using PRBS and multisine signals through model validation are evaluated simultaneously and interactively in one screen. The highly visual and strongly coupled nature of system Identification is very amenable to interactive tools, and the tool presented in this paper enables students to discover a myriad of important Identification topics with a much lower learning curve than existing methods. Plans for additional tools in the series are discussed.

Original languageEnglish (US)
Title of host publication15th Symposium on System Identification, SYSID 2009 - Preprints
Pages752-757
Number of pages6
EditionPART 1
DOIs
StatePublished - Dec 1 2009
Event15th IFAC Symposium on System Identification, SYSID 2009 - Saint-Malo, France
Duration: Jul 6 2009Jul 8 2009

Publication series

NameIFAC Proceedings Volumes (IFAC-PapersOnline)
NumberPART 1
Volume15
ISSN (Print)1474-6670

Other

Other15th IFAC Symposium on System Identification, SYSID 2009
CountryFrance
CitySaint-Malo
Period7/6/097/8/09

Keywords

  • Experimental design
  • Interactivity
  • Model validation
  • Prediction-errorestimation
  • System Identification education

ASJC Scopus subject areas

  • Control and Systems Engineering

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  • Cite this

    Guzmán, J. L., Rivera, D., Dormido, S., & Berenguel, M. (2009). ITSIE: An interactive software tool for System Identification Education. In 15th Symposium on System Identification, SYSID 2009 - Preprints (PART 1 ed., pp. 752-757). (IFAC Proceedings Volumes (IFAC-PapersOnline); Vol. 15, No. PART 1). https://doi.org/10.3182/20090706-3-FR-2004.0425