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Subspace technique for identification of hybrid complex systems.

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4 Author(s)
Lala H. Rajaoarisoa ; Systems and Sciences Laboratory UMR6168, Domaine Universitaire de Saint-Jerôme, Avenue Escadrille Normandie-Niemen 13397 MARSEILLE CEDEX 20, France ; Nacer K. M'sirdi ; El-Kebir Boukas ; Aziz Naamane

Switched and piecewise affine models are interesting when modeling a nonlinear and non stationary complex system. Identification of these models is a challenging problem that involves estimation of both the parameters of the submodels, and the partitioning of state and input space. In this paper, we introduce a subspace technique for identification of the class of multi-variable hybrid complex system with unknown switching. Observability and Identifiability problems are discussed. The verification will be done for an experimental greenhouse.

Published in:

Control and Automation, 2008 16th Mediterranean Conference on

Date of Conference:

25-27 June 2008