AUTOMATED MUTUAL IMPROVEMENT OF OILFIELD MODELS

Systems, methods, and computer-readable media are described for the mutual improvement of physics-based and data-driven models related to an oilfield. These may involve generating, via a processor, with an oilfield related condition as a first input, a first output based on one of a physics-based mo...

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Hauptverfasser: REDMAN, Michael Keith, WINSTON, Joseph Blake, HOUCHENS, Brent Charles, ZHANG, Feifei, WESLEY, Avinash, LU, Kaiji, MYERS, Ethan
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creator REDMAN, Michael Keith
WINSTON, Joseph Blake
HOUCHENS, Brent Charles
ZHANG, Feifei
WESLEY, Avinash
LU, Kaiji
MYERS, Ethan
description Systems, methods, and computer-readable media are described for the mutual improvement of physics-based and data-driven models related to an oilfield. These may involve generating, via a processor, with an oilfield related condition as a first input, a first output based on one of a physics-based model or a data-based model; generating, using the first input or a second input, a second output based on the other of the physics-based model or the data-based model not used to generate the first output; and modifying, automatically, at least one of the physics-based model, data-driven model, the first input or the second input, based on the first output or second output.
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subjects CONTROL OR REGULATING SYSTEMS IN GENERAL
CONTROLLING
EARTH DRILLING
EARTH DRILLING, e.g. DEEP DRILLING
FIXED CONSTRUCTIONS
FUNCTIONAL ELEMENTS OF SUCH SYSTEMS
MINING
MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS
OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR ASLURRY OF MINERALS FROM WELLS
PHYSICS
REGULATING
title AUTOMATED MUTUAL IMPROVEMENT OF OILFIELD MODELS
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