Recommendation engine for automated seismic processing

    公开(公告)号:US11782177B2

    公开(公告)日:2023-10-10

    申请号:US17557287

    申请日:2021-12-21

    CPC classification number: G01V1/325 G01V1/282 G01V1/306 G01V2210/66

    Abstract: System and methods for automated seismic processing are provided. Historical seismic project data associated with one or more historical seismic projects is obtained from a data store. The historical seismic project data is transformed into seismic workflow model data. At least one seismic workflow model is generated using the seismic workflow model data. Responsive to receiving seismic data for a new seismic project, an optimized workflow for processing the received seismic data is determined based on the at least one generated seismic workflow model. Geophysical parameters for processing the seismic data with the optimized workflow are selected. The seismic data for the new seismic project is processed using the optimized workflow and the selected geophysical parameters.

    RECOMMENDATION ENGINE FOR AUTOMATED SEISMIC PROCESSING

    公开(公告)号:US20230194740A1

    公开(公告)日:2023-06-22

    申请号:US17557287

    申请日:2021-12-21

    CPC classification number: G01V1/325 G01V1/306 G01V1/282 G01V2210/66

    Abstract: System and methods for automated seismic processing are provided. Historical seismic project data associated with one or more historical seismic projects is obtained from a data store. The historical seismic project data is transformed into seismic workflow model data. At least one seismic workflow model is generated using the seismic workflow model data. Responsive to receiving seismic data for a new seismic project, an optimized workflow for processing the received seismic data is determined based on the at least one generated seismic workflow model. Geophysical parameters for processing the seismic data with the optimized workflow are selected. The seismic data for the new seismic project is processed using the optimized workflow and the selected geophysical parameters.

    RANDOM NOISE ATTENUATION FOR SEISMIC DATA
    3.
    发明公开

    公开(公告)号:US20230152480A1

    公开(公告)日:2023-05-18

    申请号:US17527245

    申请日:2021-11-16

    CPC classification number: G01V1/364 G01V1/282 G01V2210/324

    Abstract: System and methods of random noise attenuation are provided. A first model may be trained to extract random noise from seismic datasets. A second model may be trained to reconstruct leaked signals from the random noise extracted by the first model. A seismic dataset corresponding to a subsurface reservoir formation and including random noise may be obtained. Using the trained first model, at least a portion of the random noise may be extracted from the first seismic dataset. Using the trained second model, a leaked signal, which includes a portion of the seismic dataset, may be reconstructed from the extracted random noise. A cleaned seismic dataset is generated based on the reconstructed leaked signal and the extracted random noise. The cleaned seismic dataset may include a quantity of random noise that is less than that of the original seismic dataset.

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