• DocumentCode
    3004864
  • Title

    Signal segmentation of fault records based on Empirical Mode Decomposition

  • Author

    Musaruddin, Mustarum ; Zivanovic, Rastko

  • Author_Institution
    Dept. of Electr. Eng., Haluoleo Univ., Indonesia
  • fYear
    2011
  • fDate
    21-24 Nov. 2011
  • Firstpage
    138
  • Lastpage
    143
  • Abstract
    This paper describes an application of the Empirical Mode Decomposition (EMD) technique in signal segmentation of fault records. The segmentation is important pre-processing step required for automated analysis of data recorded during faults on transmission lines. The proposed technique achieves reliable and automated segmentation of three-phase voltage and current signals in pre-fault, fault and fault-cleared stationary signal segments. The proposed EMD segmentation technique has been tested using practical disturbance records and representative results are presented in this paper.
  • Keywords
    data analysis; power engineering computing; power transmission faults; power transmission lines; power transmission reliability; signal processing; EMD segmentation technique; automated data analysis; current signals; empirical mode decomposition technique; fault records; fault-cleared stationary signal segments; signal segmentation; three-phase voltage; transmission lines; Circuit faults; Fault currents; Power transmission lines; Substations; Time frequency analysis; Wavelet transforms; Automated Fault Analysis; Empirical Mode Decomposition; Signal Segmentation; Transmission Line;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    TENCON 2011 - 2011 IEEE Region 10 Conference
  • Conference_Location
    Bali
  • ISSN
    2159-3442
  • Print_ISBN
    978-1-4577-0256-3
  • Type

    conf

  • DOI
    10.1109/TENCON.2011.6129079
  • Filename
    6129079