Title :
Incremental closed-loop identification of linear parameter varying systems
Author :
Bendtsen, J. ; Trangbaek, K.
Author_Institution :
Dept. of Electron. Syst., Aalborg Univ., Aalborg, Denmark
fDate :
June 29 2011-July 1 2011
Abstract :
This 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-called Hansen 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.
Keywords :
closed loop systems; identification; linear systems; time-varying systems; Hansen scheme; closed loop system identification; incremental closed loop identification; linear parameter varying system; linear time-invariant system theory; open loop identification; Aerospace electronics; Computational modeling; Control systems; Lyapunov methods; Noise measurement; Stability analysis; Transfer functions;
Conference_Titel :
American Control Conference (ACC), 2011
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-4577-0080-4
DOI :
10.1109/ACC.2011.5991107