System and Method of Preparing and Pumping a Cement Composition

    公开(公告)号:US20240296265A1

    公开(公告)日:2024-09-05

    申请号:US18116067

    申请日:2023-03-01

    IPC分类号: G06F30/28

    CPC分类号: G06F30/28

    摘要: A method of designing a cement slurry comprising retrieving, by a design process, a material inventory comprising a geographic cement and a set of design parameters. Determine, by a model within the design process, a design slurry composition based on at least one of the set of design parameters. Determine with a model using a machine learning process, a predicted thickening time by comparing the design slurry composition, the material inventory, and the set of design parameters to a plurality of datasets within a geographic database. Generate a slurry design in response to a set of validation results of a test sample exceeding the threshold value. Place the slurry design into a wellbore with a pumping operation.