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Empirical approach to robust gramian-based analysis of process interactions in control structure selection
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Signals and Systems.
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Signals and Systems.
2012 (English)In: 2011 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC), Piscataway, NJ: IEEE Communications Society, 2012, 6210-6215 p.Conference paper (Refereed)
Abstract [en]

This paper deals with the estimation of a gramian-based interaction measure from logged process data, and thereby removing the need of creating parametric models prior to the selection of the significant input-output interconnections. Moreover, the resulting confidence regions of the estimates can be used to perform a robust control structure selection.

Place, publisher, year, edition, pages
Piscataway, NJ: IEEE Communications Society, 2012. 6210-6215 p.
Series
, IEEE Conference on Decision and Control, ISSN 0743-1546
Research subject
Control Engineering
Identifiers
URN: urn:nbn:se:ltu:diva-34848DOI: 10.1109/CDC.2011.6161312ScopusID: 84860676138Local ID: 926e5cf1-d029-4f53-a921-2478f1276bd1ISBN: 978-1-61284-800-6ISBN: 978-1-61284-799-3 (PDF)OAI: oai:DiVA.org:ltu-34848DiVA: diva2:1008099
Conference
IEEE Conference on Decision and Control : 12/12/2011 - 15/12/2011
Projects
Metoder för strukturell optimering av styrning i massatillverkning - MeSTA
Note
Validerad; 2012; 20110601 (wolfgang)Available from: 2016-09-30 Created: 2016-09-30Bibliographically approved

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ReferencesLink to record
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