Title of article
MODEL REDUCTION IN SCHUR BASIC WITH POLE RETENTION and H2 NORM ERROR BOUND
Author/Authors
Kien, Vu Ngoc Thai Nguyen University of Technology, Thai Nguyen, Viet Nam , Quang, Nguyen Hong Thai Nguyen University of Technology, Thai Nguyen, Viet Nam
Pages
15
From page
279
To page
293
Abstract
Model order reduction is a field of study to identify low-order systems to replace the high-order systems while preserving the essential properties of the original system. One of critical properties of the high-order systems that need to be preserved in the order reduction is dominant poles. This paper introduces a model order reduction algorithm by preserving dominant poles of the original system in the reduced-order system. By evaluating the dominance of the poles according to the H2 standard, the algorithm will convert the matrix-A of the original system to an upper triangular form and then arrange the poles of the system according to the decreasing importance on the main diagonal of the upper triangular matrix. Using the truncation technique, the algorithm will retain the dominant poles corresponding to the top positions on the main diagonal of the upper triangular matrix to obtain the reduced-order system. Applying the algorithm to reduce the order of the high-order controller and the high-order filter shows that the algorithm is able to arrange the poles according to the H2 dominance and preserve the dominant poles of the original system in the order reduction system.
Keywords
Model reduction algorithm , H2 standard , Dominant poles , Upper triangular matrix , Truncation technique
Journal title
Journal of Mechanical Engineering Research and Developments
Serial Year
2021
Full Text URL
Record number
2609398
Link To Document