Teaching system identification through interactivity

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

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

3 Citations (Scopus)

Abstract

The paper describes the main features of an interactive software tool developed in support of system identification education. This Interactive Tool for System Identification Education (ITSIE) provides two distinct functional modes that are very useful from an educational point of view. The simulation mode enables the student to evaluate the main stages of system identification, from input signal design through model validation, simultaneously and interactively in one screen on a user-specified dynamical system. The real data mode allows the user to load experimental data obtained externally and identify suitable models in an interactive fashion. The interactive tool enables students to discover a myriad of fundamental system identification concepts with a much lower learning curve than existing methods.

Original languageEnglish (US)
Title of host publicationIFAC Proceedings Volumes (IFAC-PapersOnline)
Pages43-48
Number of pages6
Volume8
EditionPART 1
StatePublished - 2009
Event8th IFAC Symposium on Advances in Control Education, ACE 2009 - Kumamoto, Japan
Duration: Oct 21 2009Oct 23 2009

Other

Other8th IFAC Symposium on Advances in Control Education, ACE 2009
CountryJapan
CityKumamoto
Period10/21/0910/23/09

Fingerprint

Identification (control systems)
Teaching
Education
Students
Dynamical systems

Keywords

  • Experimental design
  • Interactivity
  • Model validation
  • Prediction-error estimation
  • System identification education

ASJC Scopus subject areas

  • Control and Systems Engineering

Cite this

Guzmán, J. L., Rivera, D., Dormido, S., & Berenguel, M. (2009). Teaching system identification through interactivity. In IFAC Proceedings Volumes (IFAC-PapersOnline) (PART 1 ed., Vol. 8, pp. 43-48)

Teaching system identification through interactivity. / Guzmán, J. L.; Rivera, Daniel; Dormido, S.; Berenguel, M.

IFAC Proceedings Volumes (IFAC-PapersOnline). Vol. 8 PART 1. ed. 2009. p. 43-48.

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

Guzmán, JL, Rivera, D, Dormido, S & Berenguel, M 2009, Teaching system identification through interactivity. in IFAC Proceedings Volumes (IFAC-PapersOnline). PART 1 edn, vol. 8, pp. 43-48, 8th IFAC Symposium on Advances in Control Education, ACE 2009, Kumamoto, Japan, 10/21/09.
Guzmán JL, Rivera D, Dormido S, Berenguel M. Teaching system identification through interactivity. In IFAC Proceedings Volumes (IFAC-PapersOnline). PART 1 ed. Vol. 8. 2009. p. 43-48
Guzmán, J. L. ; Rivera, Daniel ; Dormido, S. ; Berenguel, M. / Teaching system identification through interactivity. IFAC Proceedings Volumes (IFAC-PapersOnline). Vol. 8 PART 1. ed. 2009. pp. 43-48
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