SYSTEM AND METHOD OF PETROPHYSICAL FORMATION EVALUATION IN HETEROGENEOUS FORMATIONS

Patent №

US 5,675,147

Granted

1997-10-07

Filed 1996

Owner

SCHLUMBERGER TECHNOLOGY CORPORATION

Lab

AI components

3

ml · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08589320

A system and method for evaluating a geological formation is described which compares actual wireline log measurements from a number of wireline logging tools to predicted tool response logs. The system and method uses a forward model of each tool response, given a formation description, to predict a set of wireline logs. Comparing the predicted logs with the actual measured logs yields a mismatch error. The system and method iteratively adjusts the formation description to minimize the mismatch error to obtain a "best" formation description. In one form, the formation description includes petrophysical properties (porosity, density, saturation) and geometry properties (dip, bedding, invasion). In a more complicated form, the formation description also includes a model of petrophysical mixing laws and formation material content. In the special case of a horizontally layered formation and linear tool response models, there exists a computationally efficient version of the system and method.

AI classification

Planning1.00
Evolutionary computation0.89
Machine learning0.75
Vision0.04
Natural language0.01
AI hardware0.00
Knowledge representation0.00
Speech0.00

Ownership

SCHLUMBERGER TECHNOLOGY CORPORATION

assignment · 78800225

Assignors

EKSTROM, MICHAEL P., ROSSI, DAVID J., ARIKAN, ORHAN

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

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