Title :
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
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;
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
DOI :
10.1109/PEDES.2006.344295
