DocumentCode
706773
Title
Multi-mode system identification
Author
Verriest, Erik I. ; De Moor, Bart
Author_Institution
Sch. of ECE, Georgia Inst. of Technol., Atlanta, GA, USA
fYear
1999
fDate
Aug. 31 1999-Sept. 3 1999
Firstpage
2608
Lastpage
2613
Abstract
The subspace identification method for time-invariant linear systems is extended to the class of multi-mode or hybrid systems. Under an excitation criterion, the parameters in all modes are simultaneously estimated, and combined with a detection scheme for the mode switching. In turn, parameters of the mode switching mechanism, whether deterministic or Markovian, can be estimated as well. The method is readily applicable to fault detection and identification.
Keywords
continuous systems; discrete systems; identification; linear systems; hybrid systems; mode switching mechanism; multimode system identification; subspace identification method; time-invariant linear systems; Data models; Fault detection; Mathematical model; Silicon; Stacking; Switches; Identification; Multi-Mode Systems; Subspace Methods; Time-Varying Systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (ECC), 1999 European
Conference_Location
Karlsruhe
Print_ISBN
978-3-9524173-5-5
Type
conf
Filename
7099718
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