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Identification for decentralized model predictive control

DSpace at IIT Bombay

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Field Value
 
Title Identification for decentralized model predictive control
 
Creator GUDI, RD
RAWLINGS, JB
 
Subject closed-loop identification
control design
systems
decentralized identification
closed-loop identification
 
Description The problem of identifying interaction dynamics that exist between units operating in a decentralized control scheme is addressed. Identification of such interaction relationships is crucial to the deployment of coordinated decentralized control. The proposed methodology is based on a variant of the two-step, closed-loop identification methods proposed earlier in the literature. Alternative identification schemes relevant for this scenario are theoretically analyzed and are also evaluated based on the criteria of a priori knowledge necessary about the controller and the plant, as well as the applicability of the methods for the constrained controller case. Validation studies on representative systems taken from literature are presented to demonstrate the efficacy of the proposed schemes. (c) 2006 American Institute of Chemical Engineers
 
Publisher JOHN WILEY & SONS INC
 
Date 2011-08-16T07:11:13Z
2011-12-26T12:54:48Z
2011-12-27T05:43:07Z
2011-08-16T07:11:13Z
2011-12-26T12:54:48Z
2011-12-27T05:43:07Z
2006
 
Type Article
 
Identifier AICHE JOURNAL, 52(6), 2198-2210
0001-1541
http://dx.doi.org/10.1002/aic.10781
http://dspace.library.iitb.ac.in/xmlui/handle/10054/9423
http://hdl.handle.net/10054/9423
 
Language en