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Substructure Preservation Sylvester-based Model Order Reduction with Application to Power Systems.

Authors :
Alsmadi, Othman M. K.
Saraireh, Saleh S.
Abo-Hammour, Zaer S.
Al-Marzouq, Ali H.
Source :
Electric Power Components & Systems. Jul2014, Vol. 42 Issue 9, p914-926. 13p.
Publication Year :
2014

Abstract

A new substructure preservation Sylvester-based model order reduction technique with application to power systems is presented in this article. The new approach is intended for multiple-input–multiple-output linear time invariant systems, given in the form of state-space realization with the objective of obtaining a proper reduced-order model (complexity reduction), preserving the dominant eigenvalues of the full-order model as a subset in the reduced model, and maintaining a minimum steady-state error. The proposed reduction method is performed based on transforming the system state matrix into a special form, taking into account the dominant eigenvalues, while the rest of the model transformation is derived utilizing the Sylvester equation formula. Once the system is transformed, the reduced-order model is obtained by truncating the less dominant eigenvalues using the singular perturbation technique. To evaluate the potential of the new approach, results of the proposed technique are compared to some of the well-known methods for model order reduction and relatively recently published work. Results comparison shows the superiority of the new method especially in terms of time convergence. [ABSTRACT FROM PUBLISHER]

Details

Language :
English
ISSN :
15325008
Volume :
42
Issue :
9
Database :
Academic Search Index
Journal :
Electric Power Components & Systems
Publication Type :
Academic Journal
Accession number :
96239581
Full Text :
https://doi.org/10.1080/15325008.2014.903543