DocumentCode :
2579592
Title :
LPV identification of an aeroelastic flutter model
Author :
Van Wingerden, Jan-Willem ; Gebraad, Pieter ; Verhaegen, Michel
Author_Institution :
Delft Center for Syst. & Control (DCSC), Delft Univ. of Technol., Delft, Netherlands
fYear :
2010
fDate :
15-17 Dec. 2010
Firstpage :
6839
Lastpage :
6844
Abstract :
In this paper we exploit a novel identification algorithm to identify a linear parameter-varying (LPV) aeroelastic system equipped with trailing edge flaps. In the identification algorithm we use a recently introduced factorization which makes it possible to form predictors which are based on past inputs, outputs, and known aeroelastic data. The predictors contain the LPV equivalent of the Markov parameters. Using the predictors, ideas from Predictor Based Subspace IDentification (PBSID) are developed to estimate the state sequence from which the LPV aeroelastic system matrices can be constructed. Since the algorithm can be used in a closed-loop setting it can be applied on a flutter example.
Keywords :
Markov processes; aerospace control; closed loop systems; elasticity; identification; nonlinear systems; time-varying systems; Markov parameters; aeroelastic flutter model; closed loop setting; identification algorithm; linear parameter varying aeroelastic system; predictor based subspace identiflcation; trailing edge flaps; Aerodynamics; Atmospheric modeling; Equations; Least squares approximation; Mathematical model; Wind speed; LPV systems; Subspace identification; System identification;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location :
Atlanta, GA
ISSN :
0743-1546
Print_ISBN :
978-1-4244-7745-6
Type :
conf
DOI :
10.1109/CDC.2010.5717879
Filename :
5717879
Link To Document :
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