• DocumentCode
    2551408
  • Title

    Identifing reservoir fluid properties in Daniudi Paleozoic gas field by fuzzy clustering analysis method

  • Author

    Zhao, Yonggang ; Chen, Liwen ; Li, Gongqiang ; Pan, Heping

  • Author_Institution
    Logging Co. of North China Pet. Boreau, SINOPEC, Xinxiang, China
  • fYear
    2012
  • fDate
    29-31 May 2012
  • Firstpage
    316
  • Lastpage
    320
  • Abstract
    The sandstone reservoir in Daniudi Paleozoic gas field in Ordos Basin belongs to low porosity and low permeability reservoirs. It is very difficulty to recognize reservoir fluid properties using well logs. In order to improve the accuracy of the identification of reservoir fluid properties, according to the actual geological conditions of reservoirs, four characteristic parameters of the reservoir fluid properties are extracted. Four parameters are porosity, water saturation, the ratio of formation resistivity and the resistivity calculated by acoustic log. The reservoir fluid properties had been automatically identified by Fuzzy Clustering Analysis (TATAL FUZZY ISODATA-TFI) method. The actual data processing results show that the application effect is better and coincidence rate is more than 85%.
  • Keywords
    computational fluid dynamics; data analysis; fuzzy set theory; hydrocarbon reservoirs; pattern clustering; permeability; porosity; Daniudi Paleozoic gas field; Ordos Basin; fuzzy clustering analysis method; low permeability reservoirs; low porosity reservoirs; reservoir fluid properties identification; reservoir geological conditions; sandstone reservoir; Acoustics; Conductivity; Fluids; Mathematical model; Permeability; Reservoirs; Fuzzy Cluster Analysis; characteristics parameters; fluid properties; gas reservoir;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
  • Conference_Location
    Sichuan
  • Print_ISBN
    978-1-4673-0025-4
  • Type

    conf

  • DOI
    10.1109/FSKD.2012.6234262
  • Filename
    6234262