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An algorithmic method for control structure selection based on the RGA and RIA interaction measures
This item is provided by the institution :
National Technical University of Athens
Repository :
Digital Library of National Technical University of Athens | Dspace@NTUA
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ΕΚΤ item type
Journal part
(EN)
Scientific article
(EN)
EKT year
1998
(EN)
EKT historical period
Title
An algorithmic method for control structure selection based on the RGA and RIA interaction measures (EN)
Creator
Lygeros, AI (EN)
Kookos, IK (EN)
Description
A systematic framework for the generation of the most promising control structures for large dimensional systems is proposed in this paper. The new algorithm is based on the main properties of the RGA (Relative Gain Array) and RIA (Relative Interaction Array) matrices and the concepts of interaction, integrity and stability. It is shown that the minimization of the overall interaction in terms of the RIA matrix for multiinput-multioutput systems under several stability and structural constraints can be formulated as a mixed integer linear programming (MILP) problem. In order to demonstrate the usefulness of the proposed algorithm as a rigorous and systematic solution to the problem of the automatic generation of promising control structures, two large scale industrial problems are considered. © Institution of Chemical Engineers. (EN)
Type
journalArticle (EN)
Subject
Mixed integer linear programming (MILP) (EN)
Control system analysis (EN)
Matrix algebra (EN)
System stability (EN)
Linear programming (EN)
Decentralized controllers (EN)
Relative interaction array (RIA) matrix (EN)
Integer programming (EN)
Relative gain array (RGA) matrix (EN)
Engineering, Chemical (EN)
Algorithms (EN)
Control structure selection (EN)
Decentralized control (EN)
RGA matrix (EN)
Control system synthesis (EN)
Constraint theory (EN)
Multi input multi output (MIMO) systems (EN)
RIA matrix (EN)
Provider
National Technical University of Athens
Repository / collection
Digital Library of National Technical University of Athens | Dspace@NTUA
Subcollections
Κεντρική Βιβλιοθήκη Ε.Μ.Π.
Ιδρυματικό Αποθετήριο
Δημοσιεύσεις μελών Δ.Ε.Π. σε περιοδικά
Journal
Chemical Engineering Research and Design (EN)
Language
English
Issued
1998 (EN)
Identifier
http://hdl.handle.net/123456789/12566
10.1205/026387698525072 (EN)
0263-8762 (EN)
464 (EN)
A4 (EN)
ISI:000074288100004 (EN)
458 (EN)
76 (EN)
Publisher
INST CHEMICAL ENGINEERS (EN)
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