METHOD FOR DETERMINING DISTRIBUTION OF RESERVOIR PERMEABILITY, POROSITY AND PSEUDO RELATIVE PERMEABILITY

Patent №

US 5,835,883

Granted

1998-11-10

Filed 1997

Owner

PHILLIPS PETROLEUM COMPANY, A CORP. OF DE

Lab

AI components

2

ml · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08792360

A method and apparatus for predicting distribution of reservoir permeability or porosity and pseudo relative permeability using well data and 3-D seismic data are disclosed, where a preferred first step in the method models the reservoir property of interest to provide model logs which are expressible as continuous curves of a reservoir property as a function of depth. The next step selects individual data points on the continuous curves traversing a reservoir layer and determines permeable trends for a multitude of column-like subvolumes which each enclose a portion of the selected data points. The subvolumes are then divided into a desired number of horizontal slices, with each slice containing a number of the model data points. An average value for the property in each slice is calculated, and the average values are plotted versus depth for each subvolume, thus providing a derived curve of depth versus the reservoir property. The thus derived plots are compared with typical trend curves for layering in a reservoir, and the typical trend curve most nearly matching the derived plot is selected for representing the subvolume. A display of the subvolume trends demonstrates vertical distribution of the property in the reservoir, and can be used to direct the arrangement of pseudo relative permeability throughout a reservoir simulation model.

AI classification

Machine learning0.99
Evolutionary computation0.58
Natural language0.01
AI hardware0.01
Planning0.00
Vision0.00
Knowledge representation0.00
Speech0.00

Ownership

PHILLIPS PETROLEUM COMPANY, A CORP. OF DE

assignment · 84040280

Assignors

NEFF, DENNIS B., RUNNESTRAND, SCOTT A., BUTLER, EDGAR L., VIENOT, MICHAEL E.

On an employer assignment, the assignors are typically the inventors.

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