DocumentCode
3106480
Title
Real-time classification of transmission line faults based on Maximal Overlap Discrete Wavelet Transform
Author
Costa, F.B. ; Souza, B.A. ; Brito, N.S.D.
Author_Institution
Sch. of Sci. & Technol., Fed. Univ. of Rio Grande do Norte, Natal, Brazil
fYear
2012
fDate
7-10 May 2012
Firstpage
1
Lastpage
8
Abstract
The analysis of fault-induced transients in three-phase overhead transmission lines can provide extensive information about the fault type, detection, location, direction, and sustained time in satisfactory agreement with real application in protective relays. In this paper, the wavelet coefficient energies of the Maximal Overlap Discrete Wavelet Transform regarding the fault-induced transients were used for real-time fault classification in transmission lines. The performance of the real-time fault classification was evaluated by means of the Real Time Digital Simulator (RTDS) and good results were obtained. The performance of the method was also off-line evaluated with actual oscillographic records of a Brazilian Power System Utility and good results were also obtained.
Keywords
digital simulation; discrete wavelet transforms; fault diagnosis; fault location; pattern classification; power overhead lines; power transmission faults; power transmission lines; relay protection; transient analysis; Brazilian power system utility; RTDS; fault-induced transient analysis; maximal overlap discrete wavelet transform; protective relays; real time digital simulator; real-time fault classification; three-phase overhead transmission lines; transmission line faults; wavelet coefficient energy; Color; Discrete wavelet transforms; Real time systems; Transient analysis; Wavelet analysis; Real-time fault classification; transmission line; wavelet transform;
fLanguage
English
Publisher
ieee
Conference_Titel
Transmission and Distribution Conference and Exposition (T&D), 2012 IEEE PES
Conference_Location
Orlando, FL
ISSN
2160-8555
Print_ISBN
978-1-4673-1934-8
Electronic_ISBN
2160-8555
Type
conf
DOI
10.1109/TDC.2012.6281684
Filename
6281684
Link To Document