Accurate frequency response function identification of LPV systems : a 2D local parametric modeling approach

R.J.R. Maas, van der, Annemiek van der Maas, T.A.E. Oomen

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

4 Citaten (Scopus)
6 Downloads (Pure)

Samenvatting

In the last decades, LPV control has emerged as a systematic approach to design gain-scheduled controllers. This development has led to the emergence of LPV identification techniques. The aim of this paper is to present a new approach that enables fast and accurate identification of nonparametric frequency response functions of LPV systems. Main applications of the proposed approach include pre-testing for global LPV modeling and the use of nonparametric models as a basis for local LPV modeling. The proposed method extents recent developments of local parametric modeling techniques to a 2D situation. Pre-existing LPM/LRM methods are recovered as a special case. The advantages of the proposed approach are illustrated on a simulation model.
Originele taal-2Engels
Titel54th IEEE Conference on Decision and Control (CDC 2015), 15-18 December 2015, Osaka, Japan
Plaats van productiePiscataway
UitgeverijInstitute of Electrical and Electronics Engineers
Pagina's1465-1470
ISBN van elektronische versie978-1-4799-7885-4
ISBN van geprinte versie978-1-4799-7884-7
DOI's
StatusGepubliceerd - 2015
Evenement54th IEEE Conference on Decision and Control (CDC 2015) - "Osaka International Convention Center", Osaka, Japan
Duur: 15 dec 201518 dec 2015
Congresnummer: 54
http://www.cdc2015.ctrl.titech.ac.jp/

Congres

Congres54th IEEE Conference on Decision and Control (CDC 2015)
Verkorte titelCDC 2015
LandJapan
StadOsaka
Periode15/12/1518/12/15
Anderthe 54th IEEE Conference on Decision and Control
Internet adres

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  • Citeer dit

    Maas, van der, R. J. R., van der Maas, A., & Oomen, T. A. E. (2015). Accurate frequency response function identification of LPV systems : a 2D local parametric modeling approach. In 54th IEEE Conference on Decision and Control (CDC 2015), 15-18 December 2015, Osaka, Japan (blz. 1465-1470). Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/CDC.2015.7402417