• DocumentCode
    1185737
  • Title

    Power Quality Disturbance Data Compression, Detection, and Classification Using Integrated Spline Wavelet and S-Transform

  • Author

    Dash, P. K. ; Panda, Ganapati ; Sahoo, D. K. ; Panigrahi, B. K.

  • Author_Institution
    Multimedia University; National Institute of Technology, India
  • Volume
    22
  • Issue
    7
  • fYear
    2002
  • fDate
    7/1/2002 12:00:00 AM
  • Firstpage
    61
  • Lastpage
    61
  • Abstract
    In this paper power quality transient data are compressed and stored for analysis and classification purpose. From the compressed data set origtnal data are reconstructed and then analysed using a modified wavelet transform known as transform. Compression techniques using splines are performed through signal decomposition, thresholding of wavelet transform coefficients, and signal reconstruction. Finally we present compression results using splines and examine the application of splines compression in power quality monitoring to mitigate against data communication and data storage problems. Since Stransform has better time frequency and localisation property. power quality disturbances are detected and then classified in a superior way than the recently used wavelet transform.
  • Keywords
    Data communication; Data compression; Monitoring; Power quality; Signal reconstruction; Signal resolution; Spline; Transient analysis; Wavelet analysis; Wavelet transforms; S-Transforms; data compression; pattern classification; power quality; spline wavelets;
  • fLanguage
    English
  • Journal_Title
    Power Engineering Review, IEEE
  • Publisher
    ieee
  • ISSN
    0272-1724
  • Type

    jour

  • DOI
    10.1109/MPER.2002.4312423
  • Filename
    4312423