--> ABSTRACT: Facies Geometry Delineation & Rock and Fluid Property Distribution from Multi-Attribute Classification and Data Mining Technologies: A New Paradigm in the Generation of Hydrocarbon Prospects , by Byers, Jay, M. Turhan Taner, Richard Uden, Maggie Smith, Naum Derzhi; #90026 (2004)
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Byers, Jay1, M. Turhan Taner1, Richard Uden1, Maggie Smith1, Naum Derzhi1
(1) Rock Solid Images, Houston, TX

ABSTRACT: Facies Geometry Delineation & Rock and Fluid Property Distribution from Multi-Attribute Classification and Data Mining Technologies: A New Paradigm in the Generation of Hydrocarbon Prospects

Rock Solid Images (RSI) has developed a prospect generation workflow that emphasizes two tasks – determination of the prospective reservoir facies (geobody) geometry and determination of the internal rock and fluid properties associated with the prospective reservoir facies. The determination of the facies geometry is accomplished primarily through the use of Previous HitseismicNext Hit interface Previous HitattributesNext Hit; the determination of the internal rock and fluid properties is accomplished primarily through the use of Previous HitseismicNext Hit interval Previous HitattributesNext Hit. The RSI approach to prospecting emphasizes data mining technologies and the reduction of conventional interpretive processes.
The delineation of prospective facies involves four steps: computation of multiple Previous HitseismicNext Hit interface Previous HitattributesNext Hit, sensitivity analysis of the Previous HitattributesNext Hit to prospective facies and fluid types, clustering of the Previous HitattributesNext Hit through Kohonen self-organized mapping, and calibration of the resulting classes to known facies and fluid information at existing well locations.
Once the geometry of the prospective facies has been determined through the use of interface Previous HitattributesNext Hit, the internal rock and fluid properties of the reservoir facies must be determined. Rock physics transforms are used to convert the Previous HitseismicNext Hit interval Previous HitattributesTop into physically meaningful rock and fluid property volumes.
Finally, the shape of the reservoir facies must be integrated with the internal rock and fluid properties. Integration of the closed-surface geobody and internal rock and fluid properties is accomplished through the creation of the geologically conformable property grid.
A case study has been developed in which a turbiditic fan and fluvial channel property grids have been generated and populated with rock and fluid properties

 

AAPG Search and Discovery Article #90026©2004 AAPG Annual Meeting, Dallas, Texas, April 18-21, 2004.