method for determining a geological module, apparatus for determining a geological model, and computer readable non-transient media

摘要

1/1 summary “method for determining a geological module, apparatus for determining a geological model, and non-transient computer-readable media” This disclosure discloses methods and apparatus for forecasting production data of geological formations. For example, certain exemplary methods include identifying an array of parameter sets, determining a mismatch between a first set of historical production data and modeled production data, where modeled production data are obtained by running a simulation model based on each paran set Arrays, the determination of a validation error between a second set of historical production data and extrapolated production data for each array of arrays , the determination of a combined error for each array parameter set based on the nesting error and validation error, and the identification of a paranoid set size Ideal meter for modeling the target geological region, where the optimal parameter set size is determined relative to the m Minimum combined error The minimum combined errors determined for each set of array parameters.