DocumentCode
3444609
Title
A model reduction scheme with preserved optimal performance
Author
Mutsaers, Mark ; Weiland, Siep
Author_Institution
Dept. of Electr. Eng., Eindhoven Univ. of Technol., Eindhoven, Netherlands
fYear
2011
fDate
12-15 Dec. 2011
Firstpage
7176
Lastpage
7181
Abstract
This paper addresses a problem in control relevant model reduction. More specifically, a model reduction scheme is proposed that preserves the disturbance decoupling property of the to-be-reduced plant. It is shown that optimal feedback laws designed for the reduced system will actually be optimal for the non-reduced system. Moreover, a characterization is given for the minimal reduction order for which this property can be established. This can be extended to the design of observers for complex systems. The results are illustrated by a simulation example.
Keywords
control system synthesis; feedback; observers; optimal control; reduced order systems; control relevant model reduction; disturbance decoupling property; model reduction scheme; nonreduced system; observer design; optimal feedback law; preserved optimal performance; Approximation methods; Complexity theory; Control systems; Large-scale systems; Observers; Reduced order systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location
Orlando, FL
ISSN
0743-1546
Print_ISBN
978-1-61284-800-6
Electronic_ISBN
0743-1546
Type
conf
DOI
10.1109/CDC.2011.6161379
Filename
6161379
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