DocumentCode :
3355812
Title :
Novel Approach to Fault Classification in EHV Transmission Line based on Multi-information Measurements of Fault Transients
Author :
Fu Ling ; He Zhengyou ; Bo Zhiqian
Author_Institution :
Coll. of Electr. Eng., Southwest Jiaotong Univ., Chengdu
fYear :
2009
fDate :
27-31 March 2009
Firstpage :
1
Lastpage :
4
Abstract :
Based on the qualitative analysis of different fault transients in EHV (extra high voltage) transmission line, the features of different transient components were given out. Taking various transient features into account and combining with the information theory, this paper proposed a new algorithm for fault classification based on multi-information measurements of fault transients, which took advantage of both information entropy measurement and complexity measurement. The proposed algorithm can classify different types of faults with different transient components and simulations proved it to be useful especially for the condition under which the fault voltage inception angle is zero and the high-frequency transient component is very low. Therefore, this algorithm would be available in providing a good approach to abundant fault information for transient protection and transient fault research.
Keywords :
entropy; fault diagnosis; high-voltage engineering; power system measurement; power system transients; power transmission faults; power transmission lines; power transmission protection; EHV transmission line; complexity measurement; extra high-voltage transmission line; fault classification; fault transient protection; fault voltage inception angle; high-frequency transient component; information entropy measurement; multiinformation measurement; qualitative analysis; Capacitors; Classification algorithms; Data mining; Information analysis; Power system transients; Power transmission lines; Transient analysis; Transmission line measurements; Transmission line theory; Voltage;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power and Energy Engineering Conference, 2009. APPEEC 2009. Asia-Pacific
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-2486-3
Electronic_ISBN :
978-1-4244-2487-0
Type :
conf
DOI :
10.1109/APPEEC.2009.4918524
Filename :
4918524
Link To Document :
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