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

Author

Thukaram, D. ; Khincha, H.P. ; Ravikumar, B.

Author_Institution

Dept. of Electr. Eng., Indian Inst. of Sci., Bangalore

fYear

2006

fDate

12-15 Dec. 2006

Firstpage

1

Lastpage

6

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.

Keywords

fault location; power system identification; power system transient stability; power transmission lines; support vector machines; SVM technique; fault location identification; impedance swing trajectory; knowledge base; power station; power transmission system; support vector machine; transient stability analysis; Costs; Fault diagnosis; Fault location; Frequency; Impedance measurement; Power system transients; Power transmission lines; Stability analysis; Support vector machine classification; Support vector machines; Power system transient stability; SVMs; Transmission lines fault location;

fLanguage

English

Publisher

ieee

Conference_Titel

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

Conference_Location

New Delhi

Print_ISBN

0-7803-9772-X

Electronic_ISBN

0-7803-9772-X

Type

conf

DOI

10.1109/PEDES.2006.344295

Filename

4148002