A new approach for fault location identification in transmission system using stability analysis and SVMs

Thukaram, D and Khincha, HP and Ravikumar, B (2006) A new approach for fault location identification in transmission system using stability analysis and SVMs. In: IEEE International Conference on Power Electronic, Drives and Energy Systems,, Dec 12-15, 2006, New Delhi, India,, pp. 936-941.

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Abstract

This paper presents a new approach to the location of fault in the high voltage power transmission system using Support Vector Machines (SVMs). A knowledge base is developed using transient stability studies for apparent impedance swing trajectory in the R-X plane. SVM technique is applied to identify the fault location in the system. Results are presented on sample 3-power station, a 9-bus system illustrate the implementation of the proposed method.

Item Type:	Conference Paper
Publisher:	IEEE
Additional Information:	Copyright 2006 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:	power system transient stability;SVMs; transmission lines fault location.
Department/Centre:	Division of Electrical Sciences > Electrical Engineering
Date Deposited:	26 Aug 2010 09:26
Last Modified:	19 Sep 2010 06:12
URI:	http://eprints.iisc.ac.in/id/eprint/30484

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