Machine learning assisted reservoir simulation
AssigneeInternational Business Machines Corporation
InventorsPaul Borrel, Matthias Kormaksson, Carmen Nilda Mena Paz
Life of this patent
Estimating the term…
Abstract
An embodiment includes a method for use by at least one machine learning classifier. The method comprises the machine learning classifier obtaining one or more recent results from at least one geomechanical simulation; the machine learning classifier comparing the recent results to stored historical data; and, based on the comparing, the machine learning classifier deciding at least one reservoir model for use by at least one reservoir simulation.
Claims20
A method for use by at least one machine learning classifier, the method comprising:
- the machine learning classifier obtaining one or more recent results from at least one geomechanical simulation;
- the machine learning classifier comparing the recent results to stored historical data;
- and
- based on the comparing, the machine learning classifier deciding at least one reservoir model for use by at least one reservoir simulation.
An apparatus, comprising:
- a memory;
- and
- at least one processor coupled with the memory, the processor operative to implement at least one machine learning classifier operative:
- to obtain one or more recent results from at least one geomechanical simulation;
- to compare the recent results to stored historical data;
- and
- based on the comparing, to decide at least one reservoir model for use by at least one reservoir simulation.
A computer program product comprising a non-transitory machine-readable storage medium having machine-readable program code embodied therewith, said machine-readable program code comprising machine-readable program code configured to implement at least one machine learning classifier configured:
- to obtain one or more recent results from at least one geomechanical simulation;
- to compare the recent results to stored historical data;
- and
- based on the comparing, to decide at least one reservoir model for use by at least one reservoir simulation.
Dependencies are inferred from the claim text.