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
fDate :
3/1/2010 12:00:00 AM
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;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2009.2015457