An Extension to Balanced Truncation With Application to Structured Model Reduction
2010 (Engelska) Ingår i: IEEE Transactions on Automatic Control, ISSN 0018-9286, E-ISSN 1558-2523, Vol. 55, nr 4, s. 1038-1043Artikel i tidskrift (Refereegranskat) Published
Abstract [en]
Balanced truncation is a standard method for model reduction, possessing many desirable properties such as preservation of model stability and a priori error bounds. Balanced truncation is conducted using controllability and observability Gramians. Generalized Gramians can be found by solving a set of linear matrix inequalities. In this paper, we show that these linear matrix inequalities can be extended so that the number of decision variables are at least doubled, leading to the concept of extended Gramians. Herein it is shown that the desirable properties of balanced truncation also hold with extended Gramians. The extended Gramians are especially useful for improving error bounds and for models possessing additional structural constraints, as is demonstrated by means of examples herein.
Ort, förlag, år, upplaga, sidor IEEE , 2010. Vol. 55, nr 4, s. 1038-1043
Nyckelord [en]
Error bounds, linear matrix inequalities (LMIs), model order reduction, structure constraints, discrete-time-systems, uncertain systems, linear-systems
Nationell ämneskategori
Elektroteknik och elektronik Reglerteknik
Identifikatorer URN: urn:nbn:se:kth:diva-19369 DOI: 10.1109/tac.2010.2041984 ISI: 000276251300029 Scopus ID: 2-s2.0-77950853364 OAI: oai:DiVA.org:kth-19369 DiVA, id: diva2:337416
Forskningsfinansiär Vetenskapsrådet, 2007-6350 Vetenskapsrådet, 2009-4565
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