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Generalized Gramian based frequency interval model reduction for unstable systems

Haja Mohideen, Ahmad Jazlan and Sreeram, Victor and Togneri, Roberto and Minh, Ha Binh (2016) Generalized Gramian based frequency interval model reduction for unstable systems. In: Australian Control Conference 2016, 3rd-4th Nov. 2016, University of Newcastle, Australia.

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Abstract

Frequency interval controllability and observability gramian matrices are important in order to understand the characteristics of systems which are inherently frequency dependent. Obtaining these frequency interval controllability and observability gramian matrices requires solving a pair of Lyapunov equations. However for certain systems these Lyapunov equations are not solvable. In addition the eigenvalues of the product of the frequency interval controllability and observability gramians may also be complex numbers and therefore these gramians are no applicable to used in the context of model reduction. To overcome these issues, generalized frequency interval controllability and observability gramians are introduced in this paper and the applicability of these generalized gramians to be used in model reduction is demonstrated.

Item Type: Conference or Workshop Item (Plenary Papers)
Additional Information: 7813/57677
Uncontrolled Keywords: Model Order Reduction, Controllability and Observability Gramians, Linear Systems, Unstable Systems, Lyapunov Equations.
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices > TK7885 Computer engineering
Kulliyyahs/Centres/Divisions/Institutes: Kulliyyah of Engineering > Department of Mechatronics Engineering
Depositing User: Dr Ahmad Jazlan Haja Mohideen
Date Deposited: 21 Jul 2017 15:44
Last Modified: 16 Jan 2018 11:09
URI: http://irep.iium.edu.my/id/eprint/57677

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