A GENETIC APPROACH TO THE PREDICTION OF PETROPHYSICAL PROPERTIES

The importance of the flow unit approach to reservoir description has been recognised recently, but its application to predict porosity, permeability and water saturation from well logs has not been attempted in previous studies. This Paper describes a genetic approach to reservoir description, which combines lithofacies analysis with discriminant analysis and probability field simulation for the identification and characterisation of flow units on the basis of core and log data.

[1]  Amos Nur,et al.  Petrophysical Classification of Siliciclastics for Lithology and Porosity Prediction from Seismic Velocities (1) , 1992 .

[2]  H. Takizawa,et al.  Automatic Facies Analysis in the Arab Formations, El Bunduq Field, Offshore Abu Dhabi/Qatar , 1985 .

[3]  A. Journel Geostatistics for Conditional Simulation of Ore Bodies , 1974 .

[4]  Wojtek J. Krzanowski,et al.  Principles of multivariate analysis : a user's perspective. oxford , 1988 .

[5]  P. K. Weyl,et al.  Influence of Texture on Porosity and Permeability of Unconsolidated Sand , 1973 .

[6]  R. Slatt,et al.  Scaling geologic reservoir description to engineering needs , 1990 .

[7]  M. R. Mickey,et al.  Estimation of Error Rates in Discriminant Analysis , 1968 .

[8]  A. R. Gregory,et al.  An experimental investigation of factors affecting elastic wave velocities in porous media , 1958 .

[9]  P. H. Nelson,et al.  Permeability Prediction From Well Logs Using Multiple Regression , 1986 .

[10]  K. Aziz,et al.  Modeling Geological Heterogeneities and Its Impact on Flow Simulation , 1991 .

[11]  O. Serra,et al.  The Contribution of Logging Data to Sedimentology and Stratigraphy , 1982 .

[12]  Richard M. Bateman,et al.  Openhole Log Analysis and Formation Evaluation , 1985 .

[13]  R. M. Srivastava Reservoir Characterization With Probability Field Simulation , 1992 .

[14]  L. N. Berry,et al.  Determination of Lithology From Well Logs by Statistical Analysis , 1987 .

[15]  Andre G. Journel,et al.  New method for reservoir mapping , 1990 .

[16]  A. S. Emanuel,et al.  Reservoir performance prediction methods based on fractal geostatistics , 1989 .

[17]  Robert L. Folk,et al.  The Distinction between Grain Size and Mineral Composition in Sedimentary-Rock Nomenclature , 1954, The Journal of Geology.

[18]  Jr. W. J. Ebanks Flow Unit Concept--Integrated Approach to Reservoir Description for Engineering Projects: ABSTRACT , 1987 .

[19]  A. R. Gregory,et al.  ELASTIC WAVE VELOCITIES IN HETEROGENEOUS AND POROUS MEDIA , 1956 .

[20]  Erik Mohn,et al.  Lithofacies Prediction From Well Data , 1985 .

[21]  R. Reyment,et al.  Statistics and Data Analysis in Geology. , 1988 .