Predicting Estimated Ultimate Recovery By Well In Unconventional Reservoirs From Reservoir Rock & Fluid, Wellbore Geometry, And Completion Properties

    公开(公告)号:US20250061255A1

    公开(公告)日:2025-02-20

    申请号:US18759280

    申请日:2024-06-28

    Abstract: A method for analyzing an unproduced reservoir that includes obtaining a new reservoir dataset, for the unproduced reservoir, that includes a plurality of desired reservoir data types, identifying a plurality of existing reservoir datasets, in a historical reservoir database, where each reservoir dataset, of the plurality of existing reservoir datasets, includes a desired reservoir data type of the plurality of desired reservoir data types, training a plurality of finalist machine learning models using the plurality of existing reservoir datasets, identifying a best finalist machine learning model of the plurality of finalist machine learning models, and processing the new reservoir dataset, using best finalist machine learning model, to generate analysis data for the unproduced reservoir.

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