DocumentCode :
75631
Title :
Investigations of furanic derivatives in transformer oil using ultra-violet light absorption property
Author :
Karthik, R. ; Sree Renga Raja, T. ; Iruthayarajan, M.W.
Author_Institution :
Liquid Dielectr. Lab., Nat. Eng. Coll., Kovilpatti, India
Volume :
7
Issue :
2
fYear :
2013
fDate :
Feb. 2013
Firstpage :
123
Lastpage :
130
Abstract :
Power transformers are one of the critical components in power system. Insulation plays a promistic role in determining the lifetime of transformers. Insulation used in transformers is of solid and liquid insulation. Solid insulation like kraft paper, press board on degradation process generates furanic derivatives such as 5-methyl furan, 2-acetyl furan, 2-hydroxymethyl furan and 2-furaldehyde. Traditionally, the presence of furanic compounds in transformer oil is determined using high-sperformance liquid chromatography. An effort has been made to estimate the presence of furanic derivatives using artificial neural network (ANN) with the aid of ultra-violet-visible light absorbance property. In ANN system, Levenberg Marquardt back propagation optimisation technique is used to determine the furanic derivatives in transformer oil. Degree of polymerisation of insulation paper and percentage tensile strength of paper remaining has been examined.
Keywords :
backpropagation; chromatography; light absorption; neural nets; paper; polymerisation; power transformer insulation; tensile strength; transformer oil; ANN; Levenberg Marquardt backpropagation optimisation; artificial neural network; furanic derivatives; insulation paper; kraft paper; liquid chromatography; liquid insulation; polymerisation; press board; solid insulation; tensile strength; transformer oil; ultraviolet light absorption property;
fLanguage :
English
Journal_Title :
Electric Power Applications, IET
Publisher :
iet
ISSN :
1751-8660
Type :
jour
DOI :
10.1049/iet-epa.2012.0177
Filename :
6519356
Link To Document :
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