System and method for property estimation from seismic data

    公开(公告)号:US11409013B2

    公开(公告)日:2022-08-09

    申请号:US16816041

    申请日:2020-03-11

    Abstract: A method is described for property estimation including receiving a seismic dataset representative of a subsurface volume of interest and a well log from a well location within the subsurface volume of interest; identifying seismic traces in the seismic dataset that correspond to the well location to obtain a subset of seismic traces; windowing the subset of seismic traces and the well log to generate windowed seismic traces and a windowed well log; multiplying the windowed seismic traces and the windowed well log by a random matrix to generate a plurality of training datasets; and training a neural network using the plurality of training datasets. The method may be executed by a computer system.

    SYSTEM AND METHOD FOR DATA ANALYTICS LEVERAGING HIGHLY-CORRELATED FEATURES

    公开(公告)号:US20220245445A1

    公开(公告)日:2022-08-04

    申请号:US17164099

    申请日:2021-02-01

    Inventor: Julian A. Thorne

    Abstract: A method is described for data analytics using highly-correlated features which includes receiving a training dataset representative of a subsurface volume of interest; identifying at least two highly-correlated features in the training dataset; calculating a trend of the at least two highly-correlated features; calculating a residual of at least one of the highly-correlated features and the trend; and using data analytic methods on features in the training dataset that include one or more of these trend and residual combinations to predict a response variable. The method may be executed by a computer system.

    IMPROVED REFORMING PROCESS
    115.
    发明申请

    公开(公告)号:US20220243137A1

    公开(公告)日:2022-08-04

    申请号:US17605286

    申请日:2020-04-21

    Abstract: An improved reforming process for producing aromatic hydrocarbons is disclosed. The process includes two reformers arranged in parallel flow configuration, with the first reformer being a conventional reformer comprising a catalyst selective for reforming C8+ hydrocarbons to a reformate and the second reformer comprising a catalyst selective for reforming C7− hydrocarbons to a reformate. In certain embodiments, the first reformer catalyst comprises a conventional alumina catalyst and the second reformer catalyst comprises a ZSM-5 catalyst.

    HYDRAULICALLY PROPELLED INSPECTION PLATFORM

    公开(公告)号:US20220236053A1

    公开(公告)日:2022-07-28

    申请号:US17158835

    申请日:2021-01-26

    Abstract: A hydraulically propelled inspection platform for an oil and gas facility includes a frame, at least one wheel secured to the frame, and at least one hydraulically-driven engine secured to the frame and configured to motivate the platform in one or more directions defined by the wheel. The platform also includes at least one inspection sensor secured to the frame and configured to allow inspection of the oil and gas facility.

    FREEING STUCK SUBTERRANEAN SERVICE TOOLS

    公开(公告)号:US20220213755A1

    公开(公告)日:2022-07-07

    申请号:US17702443

    申请日:2022-03-23

    Inventor: Paul Aaron Price

    Abstract: An assembly disposed within a subterranean wellbore can include a first dislodging tool coupled to a bottom end of a tubing string, wherein the first dislodging tool, when enabled at a first time, performs a first action to free at least one service tool, disposed below the first dislodging tool in the subterranean wellbore, from being stuck.

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