Decentralized model based predictive control of large scale systems

Tzafestas, Spyros; Kyriannakis, Efthimios; Kapsiotis, George

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