• DocumentCode
    1136831
  • Title

    HOS-based method for classification of power quality disturbances

  • Author

    Ferreira, Danton Diego ; Cerqueira, A.S. ; Duque, C.A. ; Ribeiro, M.V.

  • Author_Institution
    Fed. Univ. of Rio de Janeiro, Rio de Janeiro
  • Volume
    45
  • Issue
    3
  • fYear
    2009
  • Firstpage
    183
  • Lastpage
    185
  • Abstract
    Presented is a novel method for disturbance classification using a higher-order statistics-based technique for extracting a reduced and representative event signature vector and a neural network for classification. The signature vectors provide enough separability among classification regions, resulting in a classification rate of 100% for the validation events set.
  • Keywords
    higher order statistics; neural nets; power engineering computing; HOS-based method; higher-order statistics-based technique; neural network; power quality disturbance classification; representative event signature vector;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20092969
  • Filename
    4770471
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1136831