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    • 1. 发明申请
    • DATA PROCESSING METHOD AND DATA PROCESSING SYSTEM
    • US20230097148A1
    • 2023-03-30
    • US17888806
    • 2022-08-16
    • SHIMADZU CORPORATION
    • Yuichiro FUJITAAkira NISHIO
    • G01N30/86G06K9/00G06K9/62
    • A data processing method includes: a data preparing step of preparing actual data of a three-dimensional chromatogram including a chromatogram and a spectrum acquired by chromatography analysis for a sample containing a plurality of components, and spectral data for the plurality of components in the sample whose peaks overlap each other on the chromatogram of the actual data; a similarity calculating step of calculating, for each wavelength region, a similarity between wavelength regions corresponding to each other in the spectral data for the plurality of components prepared in the data preparing step while comprehensively changing the wavelength regions; a target range setting step of setting a target range by searching for a wavelength region having a similarity lower than an overall similarity between the spectral data for the plurality of components based on a calculation result in the similarity calculating step; and a peak separating step of creating chromatogram data for the plurality of components by performing, using the spectral data for the plurality of components, matrix decomposition of the actual data in the target range set in the target range setting step.
    • 3. 发明申请
    • MULTIPLE SAMPLE ANALYSIS METHOD
    • US20230110970A1
    • 2023-04-13
    • US17894611
    • 2022-08-24
    • SHIMADZU CORPORATION
    • Akira NISHIOYuichiro FUJITA
    • G01N30/86
    • A first analysis step of acquiring a three-dimensional chromatogram of at least one sample by executing, for the sample, first chromatography analysis using a photodiode array under a condition that a plurality of components contained in the sample can be separated from each other, and extracting spectrum data of each of a plurality of the components contained in the sample from the three-dimensional chromatogram of the sample, a second analysis step of executing second chromatography analysis using a photodiode array on another sample whose main component is the same as that of the sample under a condition that a three-dimensional chromatogram can be obtained in a shorter time than the first chromatography analysis to acquire a three-dimensional chromatogram of the another sample, and a peak separation step of acquiring peak separated data for the another sample in which peaks of a plurality of components contained in the another sample are separated from each other are included by applying peak separation processing based on the spectrum data extracted in the first analysis step to the three-dimensional chromatogram of the another sample acquired in the second analysis step.
    • 4. 发明公开
    • DATA PROCESSING SYSTEM
    • US20230324350A1
    • 2023-10-12
    • US18111691
    • 2023-02-20
    • SHIMADZU CORPORATION
    • Yuichiro FUJITAAkira NISHIO
    • G01N30/86
    • G01N30/8631G01N30/8693
    • A data processing system includes an original data storage part (2) that stores original data of a three-dimensional chromatogram including chromatogram data and a spectrum acquired by chromatography analysis, an arithmetic processor (4) configured to execute peak estimation processing of estimating peaks included in a peak waveform portion of the original data stored in the original data storage part by repeating a component estimation step of estimating a three-dimensional chromatogram of one peak component included in the peak waveform portion until synthesis data obtained by synthesizing three-dimensional chromatograms of all estimated peak components of which three-dimensional chromatograms are estimated in the component estimation step approximates the original data, and a maximum number storage part (6) that stores a maximum number of the estimated peak components. The arithmetic processor (4) is configured to end the peak estimation processing regardless of situation of an approximation of the synthesized data with respect to the original data when the number of the estimated peak components reaches the maximum number.