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Asian Journal of Control
Article . 2012 . Peer-reviewed
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Article . 2014
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Closed‐Loop Identification for Control of Linear Parameter Varying Systems

Closed-loop identification for control of linear parameter varying systems
Authors: Bendtsen, Jan Dimon; id_orcid 0000-0003-0497-4614; Trangbæk, Klaus;

Closed‐Loop Identification for Control of Linear Parameter Varying Systems

Abstract

AbstractThis paper deals with system identification for control of linear parameter varying systems. In practical applications, it is often important to be able to identify small plant changes in an incremental manner without shutting down the system and/or disconnecting the controller; unfortunately, closed‐loop system identification is more difficult than open‐loop identification. In this paper we prove that the so‐calledHansen scheme, a technique known from linear time‐invariant systems theory for transforming closed‐loop system identification problems into open‐loop‐like problems, can be extended to accommodate linear parameter varying systems as well. We investigate the identified subsystem's parameter dependency and observe that, under mild assumptions, the identified subsystem is affine in the parameter vector. Various identification methods are compared in direct andHansen Scheme setups in simulation studies, and the application of the Hansen Scheme is seen to improve the identification performance.

Country
Denmark
Keywords

closed-loop system identification, Closed-loop identification, Discrete-time control/observation systems, Linear systems in control theory, linear parameter varying systems, Minimal systems representations, Youla-Kucera parameterization, Feedback control, Linear parameter varying (LPV) control

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    popularity
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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
9
Average
Average
Average
bronze