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A New Approach for Fault Location Identification in Transmission system using Stability Analysis and SVMs

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3 Author(s)
D. Thukaram ; Senior Member, IEEE, Department of Electrical Engineering, Indian Institute of Science, Bangalore-560012, INDIA. ; H. P. Khincha ; B. Ravikumar

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.

Published in:

Power Electronics, Drives and Energy Systems, 2006. PEDES '06. International Conference on

Date of Conference:

12-15 Dec. 2006