• DocumentCode
    2058669
  • Title

    A method for PQ multiple disturbance decomposition based on digital filtering and Independent Component Analysis

  • Author

    Lima, M.A.A. ; Coury, D.V. ; Cerqueira, A.S.

  • Author_Institution
    Dept. of Electr. Eng. at Eng., Univ. of Sao Paulo, Sao Carlos, Brazil
  • fYear
    2012
  • fDate
    22-26 July 2012
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    This paper proposes a method for Power Quality disturbance analysis based on Independent Component Analysis. This method aims to decompose power system signals (voltage or current) into their isolated disturbances when a multiple disturbance situation occurs, providing more specific information about the different disturbances which occur simultaneously. As the Independent Component Analysis is originally a technique applied to Multivariate Data Analysis, this work proposes a methodology for its application when only a single measured signal is available. The performance of the technique is evaluated using synthetic, as well as actual power system signals.
  • Keywords
    digital filters; independent component analysis; power filters; power supply quality; power system faults; PQ multiple disturbance decomposition; digital filtering; independent component analysis; multiple disturbance situation; multivariate data analysis; power quality disturbance; power system signals; Delay; Estimation; Harmonic analysis; Least squares approximation; Monitoring; Power system harmonics; Digital Filters; Independent Component Analysis; Multiple Disturbance; Power Quality;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power and Energy Society General Meeting, 2012 IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1944-9925
  • Print_ISBN
    978-1-4673-2727-5
  • Electronic_ISBN
    1944-9925
  • Type

    conf

  • DOI
    10.1109/PESGM.2012.6345300
  • Filename
    6345300