Identification for decentralized model predictive control
DSpace at IIT Bombay
View Archive InfoField | Value | |
Title |
Identification for decentralized model predictive control
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Creator |
GUDI, RD
RAWLINGS, JB |
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Subject |
closed-loop identification
control design systems decentralized identification closed-loop identification |
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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
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Publisher |
JOHN WILEY & SONS INC
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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 |
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Type |
Article
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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 |
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Language |
en
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