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    STREAMLINE BASED CREATION OF COMPLETION DESIGN
    1.
    发明申请
    STREAMLINE BASED CREATION OF COMPLETION DESIGN 有权

    公开(公告)号：US20220228466A1

    公开(公告)日：2022-07-21

    申请号：US17595601

    申请日：2019-05-28

    Applicant: Schlumberger Technology Corporation

    Inventor： Shingo Watanabe ,  Frode Bratvedt ,  Matthew Worthington ,  Trevor Graham Tonkin

    IPC: E21B43/16 ,  E21B43/14 ,  E21B43/12

    Abstract: Using a reservoir simulator, a reservoir model state is obtained. The reservoir model state is used to trace streamlines to obtain streamline trajectories and detect fluid fronts along the streamlines. Using the streamline trajectories, the streamlines are connected to wells. The streamlines are grouped for multiple granularity levels, into groups to obtain a grouping hierarchy. Through the granularity levels of the grouping hierarchy, fluid front time of flights are determined for the groups, and target flowrates assigned to completion devices based on the fluid front time of flights to obtain target flow rates. A completion design is presented that incorporates the target flowrates.

    Streamline based creation of completion design
    4.
    发明授权
    Streamline based creation of completion design 有权

    公开(公告)号：US12146395B2

    公开(公告)日：2024-11-19

    申请号：US17595601

    申请日：2019-05-28

    Applicant: Schlumberger Technology Corporation

    Inventor： Shingo Watanabe ,  Frode Bratvedt ,  Matthew Worthington ,  Trevor Graham Tonkin

    IPC: E21B43/16 ,  G06F30/28 ,  G06F113/08

    Abstract: Using a reservoir simulator, a reservoir model state is obtained. The reservoir model state is used to trace streamlines to obtain streamline trajectories and detect fluid fronts along the streamlines. Using the streamline trajectories, the streamlines are connected to wells. The streamlines are grouped for multiple granularity levels, into groups to obtain a grouping hierarchy. Through the granularity levels of the grouping hierarchy, fluid front time of flights are determined for the groups, and target flowrates assigned to completion devices based on the fluid front time of flights to obtain target flow rates. A completion design is presented that incorporates the target flowrates.

    FLOW CONTROL DEVICE OPENINGS FOR COMPLETION DESIGN
    5.
    发明申请
    FLOW CONTROL DEVICE OPENINGS FOR COMPLETION DESIGN 有权

    公开(公告)号：US20220229403A1

    公开(公告)日：2022-07-21

    申请号：US17595939

    申请日：2019-06-03

    Applicant: Schlumberger Technology Corporation

    Inventor： Kim Fah Goh ,  Trevor Tonkin ,  Mohamed Osman Mahgoub Ahmed ,  Matthew Worthington

    IPC: G05B13/04 ,  E21B43/12 ,  E21B43/14

    Abstract: Defining flow control device configurable positions include executing a reservoir simulator on a reservoir model to obtain a collection of flow control device settings defined in continuous space. For each number of multiple numbers of clusters, a cluster analysis is individually performed on the collection to obtain a set of flow control device configurable positions. The set includes the number of flow control device configurable positions and its corresponding inflow area or diameter. Performing the cluster analysis across the numbers generates multiple sets for the multiple numbers of clusters. The sets of flow control device configurable positions are compared to obtain a selected set of flow control device configurable positions, which is presented in a completion design.

    WELL COMPLETION SELECTION AND DESIGN USING DATA INSIGHTS
    9.
    发明公开
    WELL COMPLETION SELECTION AND DESIGN USING DATA INSIGHTS 审中-公开

    公开(公告)号：US20240303384A1

    公开(公告)日：2024-09-12

    申请号：US18694441

    申请日：2022-10-06

    Applicant: Schlumberger Technology Corporation

    Inventor： Preetam Nagoor ,  Piyush Umate ,  Matthew Worthington ,  Oluwasefunmi Ajayi ,  Irving Lynch ,  Antonio Massoni Abinader

    IPC: G06F30/12 ,  G06F18/23 ,  G06F30/27 ,  G06F40/20

    CPC classification number: G06F30/12 ,  G06F18/23 ,  G06F30/27 ,  G06F40/20

    Abstract: Methods and systems are provided for automating well completion selection and design using machine learning and natural language processing. The present disclosure describes a method for designing a well completion, comprising: i) collecting and storing a historical dataset comprising unstructured data related to prior well completions: ii) identifying a plurality of unstructured schematic documents related to prior well completions that are a part of the historical dataset of i): iii) processing each given unstructured schematic document of the plurality of unstructured schematic documents of ii) to generate structured data corresponding to text of the given unstructured schematic document: iv) associating the structured data corresponding to text of the respective unstructured schematic documents of iii) with different well contexts as part of a database: and v) presenting a graphical user interface to a user for designing a well completion, wherein the graphical user interface presents structured data stored in the database of iv) for insight in designing the well completion.

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