DocumentCode
3076455
Title
Diagnosis of power transformers through Frequency Response Analysis applying multiresolution analysis and pattern classification
Author
Gonzales, J.C. ; Mombello, E.E. ; Guidi, G.D.
Author_Institution
Deutscher Akademischer Austauschdiest (DAAD), Germany
fYear
2010
fDate
8-10 Nov. 2010
Firstpage
270
Lastpage
277
Abstract
Detection of abnormalities within transformers is a current field of study which aims to prevent future permanent damages. Among the automatic diagnostic methodologies there are some proposals, which make use of the Frequency Response Analysis (FRA) technique as a condition assessment criterion for its sensitivity to variations in the windings and the iron core. However, these methodologies are not completely robust due to the parameters that are used for its discrimination, which are generally statistics indicators. This paper shows a new diagnosis methodology which has been successfully applied in other fields based on the implementation of Wavelet multiresolution analysis and pattern recognition methods applied to FRA measurement records as a condition assessment tool.
Keywords
condition monitoring; pattern classification; power transformer protection; signal processing; transformer windings; FRA measurement record; automatic diagnostic method; condition assessment criteria; condition assessment tool; frequency response analysis; iron core; pattern classification; pattern recognition method; power transformer; wavelet multiresolution analysis; Fitting; Frequency response; Multiresolution analysis; Power transformer insulation; Signal resolution; Wavelet transforms; Bayes Decision Theory; Frequency Response; High Frequency Circuit Model; Multiresolution Analysis; Particle Swarm Optimization; Power Transformers;
fLanguage
English
Publisher
ieee
Conference_Titel
Transmission and Distribution Conference and Exposition: Latin America (T&D-LA), 2010 IEEE/PES
Conference_Location
Sao Paulo
Print_ISBN
978-1-4577-0488-8
Type
conf
DOI
10.1109/TDC-LA.2010.5762893
Filename
5762893
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