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Model reduction based on limited-time interval impulse response Gramians

Haja Mohideen, Ahmad Jazlan and Kumar, Deepak and Sreeram, Victor (2019) Model reduction based on limited-time interval impulse response Gramians. Asian Journal of Control. pp. 1-10. ISSN 561-8625 E-ISSN 1934-6093

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Abstract

In this paper, three new Gramians are introduced namely - limited-time interval impulse response Gramians (LTIRG), generalized limited-time Gramians (GLTG) and generalized limited-time impulse response Gramians (GLTIRG). GLTG and GLTIRG are applicable to both unstable systems and also to systems which have eigenvalues of opposite polarities and equal magnitude. The concept of these Gramians is utilized to develop model reduction algorithms for linear time-invariant continuous-time single-input single-output (SISO) systems. In the cases of GLTIRG and GLTG based model reduction, the standard time-limited Gramians are generalized to be applied to unstable systems by transforming the original system into a new system which requires the solution of two Riccati equations. Two numerical examples are included to illustrate the proposed methods. The results are also compared with standard techniques.

Item Type: Article (Journal)
Additional Information: 7813/83427
Uncontrolled Keywords: balanced truncation, impulse response Gramian, model reduction, time interval, unstable systems
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK452 Electric apparatus and materials. Electric circuits. Electric networks
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button): Kulliyyah of Engineering
Kulliyyah of Engineering > Department of Mechatronics Engineering
Depositing User: Dr Ahmad Jazlan Haja Mohideen
Date Deposited: 13 Oct 2020 12:02
Last Modified: 13 Oct 2020 12:02
URI: http://irep.iium.edu.my/id/eprint/83427

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