DocumentCode :
700811
Title :
Subspace identification of balanced deterministic bilinear systems subject to white inputs
Author :
Favoreel, W. ; De Moor, B. ; Van Overschee, P.
Author_Institution :
Dept. of Electr. Eng., Katholieke Univ. Leuven, Leuven, Belgium
fYear :
1997
fDate :
1-7 July 1997
Firstpage :
2264
Lastpage :
2269
Abstract :
In this paper, we generalize a class of existing linear sub-space identification techniques to subspace identification algorithms for bilinear, discrete time, time invariant systems. It is shown that in the case that the input is white, most of the properties of linear subspace identification can be extended to equivalent properties for bilinear systems. Further it is shown that the model obtained will be nearly balanced. An example of the identification of a distillation column is given.
Keywords :
bilinear systems; discrete time systems; identification; balanced deterministic bilinear systems; discrete time systems; distillation column identification; linear subspace identification techniques; subspace identification algorithms; time invariant systems; white inputs; Data models; Linear systems; Mathematical model; Nonlinear systems; Numerical models; Observability; Stochastic processes; Nonlinear identification; model reduction; subspace methods;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (ECC), 1997 European
Conference_Location :
Brussels
Print_ISBN :
978-3-9524269-0-6
Type :
conf
Filename :
7082442
Link To Document :
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