• 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