Patent ID: 11859467
Assignee: HALLIBURTON ENERGY SERVICES, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC E  G | IPC E  G

Claim 12:
13. A reservoir simulation system, comprising:
a storage medium for storing data associated with simulations of a reservoir; and
one or more processors operable to:
obtain one or more input variables for generating a reservoir simulation of a reservoir, the reservoir simulation comprising a plurality of reservoir simulation runs, and the reservoir simulation being associated with at least one of one or more internal parameters and one or more external parameters that control performance of the reservoir simulation;
generate the reservoir simulation based on the one or more input variables;
during the reservoir simulation, determine a variance of computation time for processing one or more processes of the reservoir simulation; and
in response to a determination that the variance of computation time is greater than a threshold, perform a second sequence of Bayesian Optimizations of the at least one of the one or more internal parameters and the one or more external parameters to improve performance of the reservoir simulation, wherein the Bayesian Optimizations of the at least one of the one or more internal parameters and the one or more external parameters comprises a first sequence and the second sequence,
wherein the one or more internal parameters are parameters of one or more algorithms used to generate the reservoir simulation, and
wherein the one or more external parameters are parameters of one or more hardware components used to generate the reservoir simulation.