SYSTEM FOR PREDICTING INDUCED SEISMICITY POTENTIAL RESULTING FROM INJECTION OF FLUIDS IN NATURALLY FRACTURED RESERVOIRS

Patent №

US 10,810,331

Granted

2020-10-20

Filed 2017

Owner

FRACGEO LLC

Lab

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15416165

A method for minimizing the risk of induced seismicity from injection of fluids into a naturally fractured reservoir uses a meshless particle-based simulation to quantify the heterogeneity in energy storage within the reservoir. In particular, this methodology creates an equivalent fracture model from data on the natural fracture density, regional stress, pore pressure and elastic properties of the reservoir, in which points in the reservoir have a fracture length and fracture orientation. A meshless particle-based method is then employed to simulate the geomechanical interaction between regional stress and natural fractures to estimate the stress anisotropy and strain (e.g., differential stress and shear strain). The induced seismicity potential is then calculated at points in the reservoir based on the estimated stress anisotropy and strain. A zone for injection of fluids into the reservoir can be selected by identifying a large area of the reservoir having low induced seismicity potential.

Machine learningG06F 30/25G06F 17/11G06F 30/20E21B 43/26G06F 2111/10

AI classification

Machine learning0.82
Vision0.05
Knowledge representation0.01
Natural language0.00
AI hardware0.00
Evolutionary computation0.00
Speech0.00
Planning0.00

Ownership

FRACGEO LLC

assignment · 410910849

Assignors

UMHOLTZ, NICHOLAS MOEHLE, OUENES, AHMED

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

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