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An Approach for Distance Relay Co-ordination using Support Vector Machines

Ravikumar, B and Thukaram, D and Khincha, HP (2008) An Approach for Distance Relay Co-ordination using Support Vector Machines. In: TENCON 2008 - 2008 IEEE Region 10 Conference , 19-21 Nov. 2008 , Hyderabad, India.

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In this paper, an approach to enhance the Extra High Voltage (EHV) Transmission system distance protection is presented. The scheme depends on the apparent impedance seen by the distance relay during the disturbance. In a distance relay,the impedance seen at the relay location is calculated from the fundamental frequency component of the voltage and current signals. Support Vector Machines (SVMs) are a new learning-byexample are employed in discriminating zone settings (Zone-1,Zone-2 and Zone-3) using the signals to be used by the relay.Studies on 265-bus system, an equivalent of practical Indian Western grid are presented for illustrating the proposed scheme.

Item Type: Conference Paper
Publisher: IEEE
Additional Information: Copyright 2008 IEEE. Personal use of this material is permitted.However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Keywords: Distance Relay;R-X plots;Support Vector Machines.
Department/Centre: Division of Electrical Sciences > Electrical Engineering
Date Deposited: 17 Oct 2011 09:26
Last Modified: 17 Oct 2011 09:26
URI: http://eprints.iisc.ac.in/id/eprint/40516

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