Device and method for optical analysis using multiple integrated computational elements

    公开(公告)号:US11698337B2

    公开(公告)日:2023-07-11

    申请号:US17085738

    申请日:2020-10-30

    CPC classification number: G01N21/31 E21B47/002 G01N21/84 G01N2021/855

    Abstract: A method including generating integrated computational element (ICE) models and determining a sensor response as the projection of a convolved spectrum associated with a sample library with a plurality of transmission profiles determined from the ICE models. The method includes determining a regression vector based on a multilinear regression that targets a sample characteristic with the sensor response and the sample library and determine a plurality of regression coefficients in a linear combination of ICE transmission vectors that results in the regression vector. The method further includes determining a difference between the regression vector and an optimal regression vector. The method may also include modifying the ICE models when the difference is greater than a tolerance, and fabricating ICEs based on the ICE models when the difference is within the tolerance. A device and a system for optical analysis including multiple ICEs fabricated as above, are also provided.

    DEVICE AND METHOD FOR OPTICAL ANALYSIS USING MULTIPLE INTEGRATED COMPUTATIONAL ELEMENTS

    公开(公告)号:US20200018162A1

    公开(公告)日:2020-01-16

    申请号:US15540255

    申请日:2016-09-29

    Abstract: A method including generating integrated computational element (ICE) models and determining a sensor response as the projection of a convolved spectrum associated with a sample library with a plurality of transmission profiles determined from the ICE models. The method includes determining a regression vector based on a multilinear regression that targets a sample characteristic with the sensor response and the sample library and determine a plurality of regression coefficients in a linear combination of ICE transmission vectors that results in the regression vector. The method further includes determining a difference between the regression vector and an optimal regression vector. The method may also include modifying the ICE models when the difference is greater than a tolerance, and fabricating ICEs based on the ICE models when the difference is within the tolerance. A device and a system for optical analysis including multiple ICEs fabricated as above, are also provided.

    Reverse design technique for optical processing elements

    公开(公告)号:US10317337B2

    公开(公告)日:2019-06-11

    申请号:US15523871

    申请日:2016-05-27

    Abstract: A method for designing an integrated computational element (ICE) includes generating an array of discrete data points and plotting the discrete data points across a predetermined wavelength region. A line shape is then generated that connects to and is constrained by the array of discrete data points, and thereby generates a first transmission function. The discrete data points are then iteratively modified based on one or more performance criteria to generate a second transmission function. A model transmission function corresponding to a model ICE design is then fitted to the second transmission function to identifying a predictive ICE design configured to detect a desired characteristic of interest.

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