Abstract
In this paper, we focus on extending the subspace identification to the class of linear periodically time-varying (LPTV) systems. The Lyapunov-Floquet transformation is first applied to the system’s state-space model in order to get the monodromy matrix (MM) and, thus, a necessary and sufficient condition for system stability. Then, given two successive covariance-driven Hankel matrices, the MM matrix is extracted by some calculus of a simultaneous singular value decomposition (SVD) and a least square optimization. The method is illustrated by a simulation application to the model of a hinged-blades helicopter.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Dacunha JJ, Davis JM (2009) A unified floquet theory for discrete, continuous, and hybrid periodic linear systems. arXiv:0901.3841v1
Liu K (1997) Identification of linear time-varying systems. J Sound Vib 206(4):487–505
Ljung L (1987) System identification: theory for the user. Prentice Hall, Engelwood Cliffs
Park B, Verriest EI (1989) Canonical forms on discrete linear periodically time-varying systems and a control application. In: Proceedings of the 28th IEEE conference on decision and control, Institute of Electrical and Electronics Engineers, New York, 1989
Sanches L, Michon G, Berlioz A, Alazard D (2010) Instability zones identification in multiblade rotor dynamics. In: 11th Pan-American congress of applied mechanics, Foz do Iguaçu, 2010
Verhaegen M, Yu X (1995) A class of subspace model identification algorithms to identify periodically and arbitrarily time-varying systems. Automatica 31:201–216
Acknowledgement
This work was supported by the European project FP7-NMP CPIP 213968-2 IRIS.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 The Society for Experimental Mechanics, Inc. 2012
About this paper
Cite this paper
Jhinaoui, A., Mevel, L., Morlier, J. (2012). Extension of Subspace Identification to LPTV Systems: Application to Helicopters. In: Allemang, R., De Clerck, J., Niezrecki, C., Blough, J. (eds) Topics in Modal Analysis I, Volume 5. Conference Proceedings of the Society for Experimental Mechanics Series. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-2425-3_40
Download citation
DOI: https://doi.org/10.1007/978-1-4614-2425-3_40
Published:
Publisher Name: Springer, New York, NY
Print ISBN: 978-1-4614-2424-6
Online ISBN: 978-1-4614-2425-3
eBook Packages: EngineeringEngineering (R0)