DocumentCode
1505519
Title
Control Relevant Blind Identification of Disturbances With Application to a Multivariable Active Vibration Isolation Platform
Author
Boerlage, Matthijs ; De Jager, Bram ; Steinbuch, Maarten
Author_Institution
Dept. of Mech. Eng., Tech. Univ. Eindhoven, Eindhoven, Netherlands
Volume
18
Issue
2
fYear
2010
fDate
3/1/2010 12:00:00 AM
Firstpage
393
Lastpage
404
Abstract
This paper deals with the identification of root causes of disturbances in multivariable systems. It is shown that this boils down to a blind identification problem that can be solved, under additional assumptions, within certain indeterminacies. Using the results from identification, it is illustrated how sources can be physically interpreted and the location of the sources can be recovered. Also, a design tool is developed to select multivariable feedback controller candidates. The practical feasibility is demonstrated on an industrial multivariable controlled active vibration isolation platform.
Keywords
feedback; multivariable systems; vibration isolation; control relevant blind disturbances identification; design tool; multivariable active vibration isolation platform; multivariable feedback controller candidates; multivariable systems; Blind identification; disturbances; independent component analysis; multivariable control; principal component analysis;
fLanguage
English
Journal_Title
Control Systems Technology, IEEE Transactions on
Publisher
ieee
ISSN
1063-6536
Type
jour
DOI
10.1109/TCST.2009.2015457
Filename
5291699
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