Steady-State Matching and Model Reduction for Systems of Differential–Algebraic Equations

The problem of model reduction for nonlinear differential-algebraic systems is addressed using the notions of moment and of steady-state response. These notions are formally introduced for this class of systems and families of nonlinear differential-algebraic reduced-order models achieving moment ma...

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Veröffentlicht in:IEEE transactions on automatic control 2017-10, Vol.62 (10), p.5372-5379
1. Verfasser: Scarciotti, Giordano
Format: Artikel
Sprache:eng
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Zusammenfassung:The problem of model reduction for nonlinear differential-algebraic systems is addressed using the notions of moment and of steady-state response. These notions are formally introduced for this class of systems and families of nonlinear differential-algebraic reduced-order models achieving moment matching with additional properties are presented. Stronger results for the special class of linear singular systems are provided. Two simple examples illustrate the proposed technique.
ISSN:0018-9286
1558-2523
DOI:10.1109/TAC.2017.2691663