DocumentCode
2045870
Title
A new algorithm of improving fault location based on SVM
Author
Jin, Zhang ; Renmu, He
Author_Institution
North China Electr. Univ., Beijing, China
Volume
1
fYear
2004
fDate
5-8 April 2004
Firstpage
204
Abstract
A fault location algorithm using estimated line parameters is provided in this paper. The characteristic of this algorithm is using estimated line parameters. And the influence of the line parameters is eliminated. Support vector machines theory is used to estimate transmission line parameters, which is a nonlinear black box modeling problem. The historical data is used as training sample. EMTP simulation shows that this method notability improves the accuracy of fault location.
Keywords
EMTP; fault location; power system parameter estimation; power transmission faults; power transmission protection; support vector machines; transmission line theory; EMTP simulation; SVM; estimated line parameters; fault location accuracy; fault location algorithm; historical data; nonlinear black box modeling problem; support vector machines; transmission line parameters;
fLanguage
English
Publisher
iet
Conference_Titel
Developments in Power System Protection, 2004. Eighth IEE International Conference on
ISSN
0537-9989
Print_ISBN
0-86341-385-4
Type
conf
DOI
10.1049/cp:20040099
Filename
1364842
Link To Document