Data driven approach to develop petrophysical interpretation models for complex reservoirs

    公开(公告)号:US12111441B2

    公开(公告)日:2024-10-08

    申请号:US17936803

    申请日:2022-09-29

    IPC分类号: G01V3/26 E21B43/25 G01V3/34

    CPC分类号: G01V3/26 E21B43/25 G01V3/34

    摘要: System and methods of petrophysical modeling are disclosed. Measurements of formation parameters are received from one or more measurement tools during a first stage of a downhole operation within a reservoir formation. A correlation between each of the formation parameters and a target parameter of the formation is determined based on the measurements. One or more formation parameters are selected as input parameters for a symbolic regression model, based on the correlation. A symbolic regression model is trained to generate candidate formation models representing the target parameter, based on the selected input parameters. One or more optimizations are applied to the candidate models to determine a target petrophysical model of the formation. Values of the target parameter are estimated for at least one formation layer, based on the target petrophysical model. A second stage of the downhole operation is performed within the formation layer(s) based on the estimated values.

    Electrical treatment to revive dead gas wells due to water blockage

    公开(公告)号:US12060782B2

    公开(公告)日:2024-08-13

    申请号:US17990537

    申请日:2022-11-18

    IPC分类号: E21B43/24 E21B43/25

    CPC分类号: E21B43/2401 E21B43/25

    摘要: A system for electrical treatment in a reservoir with gas wells is disclosed. The system includes a first well in the reservoir configured to act as an electrode, the reservoir having a plurality of pore spaces saturated by water, and a second well in the reservoir configured to act as a second electrode hydraulically connected to the first well. A power unit is connected to the first and second wells by a cable configured to emit an electric current to the first well and the second well into the reservoir. The electric current enlarges the plurality of pore spaces in the reservoir, facilitating a production of gas from the water. A transformer is connected to the power unit by the cable, the transformer being configured to step down a voltage from a power supply to the power unit. The power supply is connected to the transformer by the cable.

    MANAGING PIPELINE CORROSION IN OIL AND GAS PRODUCTION

    公开(公告)号:US20240167379A1

    公开(公告)日:2024-05-23

    申请号:US17991099

    申请日:2022-11-21

    IPC分类号: E21B43/25 E21B49/00 E21B49/08

    摘要: The present disclosure describes methods and systems, including computer-implemented methods, computer program products, and computer systems, for managing corrosions in oil and gas pipelines. One computer-implemented method includes: obtaining, by one or more hardware processors, a first dataset and a second dataset; performing, by one or more hardware processors, a feature mapping operation that matches one or more corrosion features in the first dataset to corresponding features in the second dataset, wherein the feature mapping operation comprises a joint matching process, a girth weld coordinate transformation process, and an iterative closet point (ICP) process; determining, by one or more hardware processors, a corrosion growth rate based on an output of the feature mapping operation; and outputting, by one or more hardware processors, the output of the feature mapping operation in a user interface.

    Reservoir staging index (RSI)
    7.
    发明授权

    公开(公告)号:US11821309B2

    公开(公告)日:2023-11-21

    申请号:US17182635

    申请日:2021-02-23

    摘要: Systems and methods include a method for determining perforation cluster points of a reservoir. A rock type of a geological formation of a reservoir is determined using petrophysical data. The transmissible sublayers of the reservoir are determined by grouping the petrophysical data into different subset transmissible layers based on cut-off criteria. Net transmissible reservoir footage for the transmissible sublayers are generated based on averages of parameters for minimum and maximum measured depths. Potential stages for the reservoir are determined using a conditional formatting on the transmissible reservoir footage. Potential perforation cluster points selected based on the potential stages for the reservoir are received from input of an engineer.