Identification of an experimental hybrid system

A.L. Juloski, W.P.M.H. Heemels, G. Ferrari-Trecate

Research output: Contribution to journalConference articlepeer-review

7 Citations (Scopus)

Abstract

In this paper we prescntan experimental study in the identification of an industrial hybrid system. Piecewise ARX models, that consist of a number of ARX models, together with the partition of the regressor space into regions where each of the models is valid, were identified. Effects of dry friction, and mechanical constraints in the experimental setup are demonstrated, and their influence on the identification procedure is discussed. Comparison of the simulated responses of the identified models with the responses of the real system shows mat the obtained models are able to describe relevant aspects of the dynamics of the experimental setup. Ways to improve die identification procedure are proposed.

Original languageEnglish
Pages (from-to)39-44
Number of pages6
JournalIFAC Proceedings Volumes
Volume36
Issue number6
DOIs
Publication statusPublished - 1 Jan 2003
Event2003 IFAC Conference on Analysis and Design of Hybrid Systems, ADHS 2003 - St Malo, Brittany, France
Duration: 16 Jun 200318 Jun 2003

Keywords

  • Hybrid systems
  • Identification
  • Piecewise affine systems

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