DocumentCode
3568405
Title
Passivity preserving multipoint model order reduction using reflective exploration
Author
Samuel, Elizabeth Rita ; Knockaert, Luc ; Dhaene, Tom
Author_Institution
Ghent University - iMinds, Gaston Crommenlaan 8 Bus 201, B-9050 Gent, Belgium
Volume
1
fYear
2014
Firstpage
483
Lastpage
491
Abstract
Reduced state-space models obtained by model order reduction methods must be accurate over the whole frequency range of interest and must also preserve passivity. In this paper, we propose multipoint reduction technique using reflective exploration for adaptively choosing the expansion points. The projection matrices obtained from the expansion points are merged to form the overall projection matrix. In order to obtain a more compact model the projection matrix is truncated based on its singular values. Finally, the reduced order model is obtained, while ensuring that the passivity of the reduced system is preserved during the reduction process.
Keywords
Accuracy; Adaptation models; Computational modeling; Frequency response; Mathematical model; Ports (Computers); Reduced order systems; Model Order Reduction; Passivity; Projection Matrix; Reflective Exploration; Singular Values;
fLanguage
English
Publisher
ieee
Conference_Titel
Informatics in Control, Automation and Robotics (ICINCO), 2014 11th International Conference on
Type
conf
Filename
7049814
Link To Document