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Decentralized model based predictive control of large scale systems

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dc.contributor.author Tzafestas, Spyros en
dc.contributor.author Kyriannakis, Efthimios en
dc.contributor.author Kapsiotis, George en
dc.date.accessioned 2014-03-01T01:45:55Z
dc.date.available 2014-03-01T01:45:55Z
dc.date.issued 1997 en
dc.identifier.issn 02329298 en
dc.identifier.uri https://dspace.lib.ntua.gr/xmlui/handle/123456789/24792
dc.relation.uri http://www.scopus.com/inward/record.url?eid=2-s2.0-0031377548&partnerID=40&md5=281dde9a306cc4e071adb37ee9f45b55 en
dc.subject.other Computer simulation en
dc.subject.other Decentralized control en
dc.subject.other Discrete time control systems en
dc.subject.other Online systems en
dc.subject.other Parameter estimation en
dc.subject.other Predictive control systems en
dc.subject.other Online updating en
dc.subject.other Large scale systems en
dc.title Decentralized model based predictive control of large scale systems en
heal.type journalArticle en
heal.publicationDate 1997 en
heal.abstract This paper proposes an approach for the design of discrete-time decentralized control systems based on model-based predictive control (MBPC). The class of interconnected large scale systems is considered and a model is used at each control station to predict the corresponding subsystem output over a long-range time period. The interaction trajectories are estimated, and an on-line improvement of them is performed. In the case of subsystems with m-step delay information patterns this estimation is based on a linear model for the interconnections with on-line updating of its parameters. For all other cases an on-line discrete-time decentralized model following controller is obtained. Representative computer simulation results are provided and compared for three nontrivial example systems. en
heal.publisher Gordon & Breach Science Publ Inc, Newark, NJ, United States en
heal.journalName Systems Analysis Modelling Simulation en
dc.identifier.volume 29 en
dc.identifier.issue 1 en
dc.identifier.spage 1 en
dc.identifier.epage 25 en


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