DocumentCode
3091174
Title
A fault locator for transmission lines based on Prony method
Author
Tawfik, M.M. ; Morcos, M.M.
Author_Institution
Dept. of Electr. & Comput. Eng., Kansas State Univ., Manhattan, KS, USA
Volume
2
fYear
1999
fDate
1999
Firstpage
943
Abstract
The Prony method is a new tool in the area of power system protection. In this work it is used to locate faults on long lines. The estimation is based on the transients generated by traveling waves initiated by the fault. The proposed scheme comprises a Prony-based signal processor and an ANN-based inference system. Input data is generated using the Alternative Transient Program (ATP). A three-phase, frequency-dependent (FD) transmission line model was used. Two schemes are tested. The first scheme is set using the Prony residues´ calculations. The second scheme utilizes Prony full calculations. The second scheme is tested using the data employed in the ANN training and new data sets. The proposed locator has a good level of accuracy
Keywords
backpropagation; fault location; neural nets; power system analysis computing; power transmission faults; power transmission lines; power transmission protection; transmission line theory; ANN training; ANN-based inference system; Alternative Transient Program; Prony method; Prony-based signal processor; backpropagation; fault locator; frequency-dependent transmission line model; long transmission lines; power system protection; three-phase; Artificial neural networks; Fault location; Impedance; Power system modeling; Power system transients; Power transmission lines; Protection; Signal processing algorithms; Transmission line theory; Transmission lines;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Engineering Society Summer Meeting, 1999. IEEE
Conference_Location
Edmonton, Alta.
Print_ISBN
0-7803-5569-5
Type
conf
DOI
10.1109/PESS.1999.787443
Filename
787443
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