Substructure Preservation Sylvester-based Model Order Reduction with Application to Power Systems
| Autor: | Othman M.-K. Alsmadi, Zaer S. Abo-Hammour, Saleh Saraireh, Ali H. Al-Marzouq |
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| Rok vydání: | 2014 |
| Předmět: |
Model order reduction
Singular perturbation Mechanical Engineering Mathematical analysis MathematicsofComputing_NUMERICALANALYSIS Energy Engineering and Power Technology LTI system theory Reduction (complexity) Matrix (mathematics) Applied mathematics Electrical and Electronic Engineering Sylvester equation Realization (systems) Eigenvalues and eigenvectors Mathematics |
| Zdroj: | Electric Power Components and Systems. 42:914-926 |
| ISSN: | 1532-5016 1532-5008 |
| Popis: | 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... |
| Databáze: | OpenAIRE |
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