MACHINE LEARNING WORKFLOW TO PREDICT SANDING EVENTS

    公开(公告)号:US20240303399A1

    公开(公告)日:2024-09-12

    申请号:US18546132

    申请日:2022-02-11

    Inventor: Mustafa Can Kara

    CPC classification number: G06F30/27

    Abstract: An unsupervised machine-learning model is trained using historical operation characteristics of a well. Operation characteristics of the well for a duration of time is reconstructed by the unsupervised machine-learning model. Whether a sanding event will occur in the future at the well is predicted based on the difference between the operation characteristics of the well and the reconstructed operation characteristics of the well.

    HYDROISOMERIZATION CATALYSTS
    414.
    发明公开

    公开(公告)号:US20240299918A1

    公开(公告)日:2024-09-12

    申请号:US18261481

    申请日:2022-01-13

    CPC classification number: B01J29/7661 B01J35/50 C10G45/64

    Abstract: A hydroisomerization catalyst comprising a molecular sieve belonging to the ZSM-48 family of zeolites; an inorganic oxide support; one or more first modifiers selected from Groups 8 to 10; and one or more second modifiers selected from the group consisting of calcium (Ca), chromium (Cr), magnesium (Mg), lanthanum (La), barium (Ba), praseodymium (Pr), strontium (Sr), potassium (K) and neodymium (Nd). The molecular sieve comprises: a silicon oxide to aluminum oxide mole ratio of about 40 to about 220; at least about 70% polytype 6 of the total ZSM-48-type material present in the product; and an additional EUO-type molecular sieve phase in an amount of between about 0 and about 7.0 percent by weight of the total product. The molecular sieve has a morphology characterized as polycrystalline aggregates comprising crystallites collectively having an average aspect ratio of between about 1 and about 8.

    Carbon dioxide sequestered cement for well cementing

    公开(公告)号:US12043793B2

    公开(公告)日:2024-07-23

    申请号:US17826275

    申请日:2022-05-27

    CPC classification number: C09K8/46 C04B7/367 C09K8/426

    Abstract: A method of making a cement composite can include contacting an aqueous solution comprising calcium ions with a carbon dioxide source producing a carbonated aqueous solution. Fine particles can be submerged in the carbonated aqueous solution to produce microaggregate particles comprising the fine particles coated with calcium carbonate. The microaggregate particles can be combined with cement particles to produce the cement composite. The cement composite can be used in cementing applications for hydrocarbon wells including for casing liners and well plugs.

    SYSTEM AND METHOD FOR RESERVOIR STRUCTURE CHARACTERIZATION

    公开(公告)号:US20240241278A1

    公开(公告)日:2024-07-18

    申请号:US18156229

    申请日:2023-01-18

    Inventor: Yijie Zhou

    CPC classification number: G01V1/34 G01V1/282

    Abstract: A method is described for reservoir structure characterization including obtaining well logs and seismic data; performing facies classification and stratigraphic sequencing on the well logs to identify a plurality of layers; estimating wavelets from the seismic data and using the wavelets to tie synthetic seismograms from well logs to the seismic data; determining a mean value for each elastic property in each layer of the well logs and assigning the mean value to each layer to generate blocky well logs; using the wavelets to attempt to tie synthetic seismograms from the blocky well logs to the seismic data; defining facies-dependent properties based on the blocky well logs; performing global optimization using the facies-dependent properties and the seismic data to find thicknesses of the layers across the volume of interest; and mapping the reservoir structure based on the global optimization to generate a graphical representation of the reservoir structure.

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