METHOD AND SYSTEM FOR PREDICTING PERMEABILITY OF HYDROCARBON RESERVOIRS USING ARTIFICIAL INTELLIGENCE

METHOD AND SYSTEM FOR PREDICTING PERMEABILITY OF HYDROCARBON RESERVOIRS USING ARTIFICIAL INTELLIGENCE

A method is described for predicting permeability including receiving a 3-D earth model including a volume of interest; generating 2-D property images; receiving 2-D fracture images; training a physics-guided neural network using the 2-D fracture images; and predicting permeability using the physics...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: LIANG, Baosheng, HU, Chaoshun, LI, Min
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
DETECTING MASSES OR OBJECTS
EARTH DRILLING
EARTH DRILLING, e.g. DEEP DRILLING
FIXED CONSTRUCTIONS
GEOPHYSICS
GRAVITATIONAL MEASUREMENTS
MEASURING
MINING
OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR ASLURRY OF MINERALS FROM WELLS
PHYSICS
TESTING
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Beschreibung
Zusammenfassung:A method is described for predicting permeability including receiving a 3-D earth model including a volume of interest; generating 2-D property images; receiving 2-D fracture images; training a physics-guided neural network using the 2-D fracture images; and predicting permeability using the physics-guided neural network applied to the 2-D property images. The method is executed by a computer system.