METHOD FOR RUGGEDIZING INTEGRATED COMPUTATIONAL ELEMENTS FOR ANALYTE DETECTION IN THE OIL AND GAS INDUSTRY

    公开(公告)号:US20170270225A1

    公开(公告)日:2017-09-21

    申请号:US15508904

    申请日:2015-10-30

    CPC classification number: G06F17/50 E21B47/00 E21B2049/085 G06F17/30 G06N3/02

    Abstract: A method for ruggedizing an ICE design, fabrication and application with neural networks as disclosed herein includes selecting a database for integrated computational element (ICE) optimization is provided. The method includes adjusting a plurality of ICE operational parameters according to an environmental factor recorded in the database and simulating environmentally compensated calibration inputs. The method includes modifying a plurality of ICE structure parameters to obtain an ICE candidate structure having improved performance according to a first algorithm applied to the database and validating the ICE candidate structure with an alternative algorithm applied to the database. Further, the method includes determining a plurality of manufacturing ICEs based on the validation with the first algorithm and the alternative algorithm, and fabricating one of the plurality of manufacturing ICEs. A method for determining a fluid characteristic using a calibrated ICE fabricated as above and supplemental elements is also provided.

    ANISOTROPY MEASUREMENTS BY FORMATION TESTER TRACER MEASUREMENTS

    公开(公告)号:US20250052151A1

    公开(公告)日:2025-02-13

    申请号:US18232023

    申请日:2023-08-09

    Abstract: Aspects of the subject technology relate to systems, methods, and computer readable media for determining a parameter of a formation based on withdrawal of an injected tracer solution. A changing concentration profile of a volume of tracer solution that is withdrawn from a formation is measured. A varying simulated concentration profile associated with the tracer solution in a simulated formation is generated by modifying simulated formation parameters of the simulated formation. The varying simulated concentration profile is compared to the changing concentration profile of the volume of tracer solution that is withdrawn from the formation. A parameter of the formation is identified based on a comparison of the varying simulated concentration profile to the changing concentration profile of the volume of tracer solution withdrawn from the formation.

    SYSTEM AND METHODS FOR CROSS-SENSOR LINEARIZATION

    公开(公告)号:US20180180767A1

    公开(公告)日:2018-06-28

    申请号:US15900679

    申请日:2018-02-20

    Abstract: A method includes obtaining a plurality of master sensor responses with a master sensor in a set of training fluids and obtaining node sensor responses in the set of training fluids. A linear correlation between a compensated master data set and a node data set is then found for a set of training fluids and generating node sensor responses in a tool parameter space from the compensated master data set on a set of application fluids. A reverse transformation is obtained based on the node sensor responses in a complete set of calibration fluids. The reverse transformation converts each node sensor response from a tool parameter space to the synthetic parameter space, and uses transformed data as inputs of various fluid predictive models to obtain fluid characteristics. The method includes modifying operation parameters of a drilling or a well testing and sampling system according to the fluid characteristics.

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