• DocumentCode
    539577
  • Title

    Analysis of Non-stationary and Extraction of Chaotic Characteristics about Logging Signals

  • Author

    Chunyan, Nie ; Zhuwen, Wang ; Ting, Zhang

  • Author_Institution
    GeoExploration Coll. of Sci. & Tech, Jilin Univ, Changchun, China
  • Volume
    1
  • fYear
    2011
  • fDate
    6-7 Jan. 2011
  • Firstpage
    474
  • Lastpage
    477
  • Abstract
    Traditional linear analysis methods are difficult to assess dynamics structure of logging signals and to reveal the intrinsic characteristics of the reservoir layer. In this paper, the analysis methods of non-stationary signals and the extraction methods of chaotic properties were given. The run-length method is adopted to verify non-stationary characteristics of real logging data, in the same time, the largest Lyapunov exponent of chaotic properties was extracted. The results showed that the logging signals have non-stationary and chaos properties.
  • Keywords
    Lyapunov methods; chaos; geophysical signal processing; hydrocarbon reservoirs; well logging; Lyapunov exponent; chaotic characteristics; chaotic properties; linear analysis methods; logging data; logging signals; non-stationary signals; reservoir layer; run-length method; Chaos; Correlation; Eigenvalues and eigenfunctions; Feature extraction; Reservoirs; Time frequency analysis; Time series analysis; Chaos; Logging signals; Lyapunov exponent;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Measuring Technology and Mechatronics Automation (ICMTMA), 2011 Third International Conference on
  • Conference_Location
    Shangshai
  • Print_ISBN
    978-1-4244-9010-3
  • Type

    conf

  • DOI
    10.1109/ICMTMA.2011.120
  • Filename
    5720823