CN115221374A

CN115221374A - Pushing method and device based on chromatographic data analysis and electronic equipment

Info

Publication number: CN115221374A
Application number: CN202211141025.4A
Authority: CN
Inventors: 王东强; 冀禹璋
Original assignee: China Spectrum Tech Beijing Technology Co ltd
Current assignee: China Spectrum Tech Beijing Technology Co ltd
Priority date: 2022-09-20
Filing date: 2022-09-20
Publication date: 2022-10-21
Anticipated expiration: 2042-09-20
Also published as: CN115221374B

Abstract

The embodiment of the invention provides a pushing method, a pushing device and electronic equipment based on chromatographic data analysis. The chromatographic analysis reports in the chromatographic analysis report sequence have high correlation degree, the classification is accurate, other matching chromatographic analysis reports of the chromatographic analysis report sequence are pushed, and the calling accuracy and high efficiency are ensured.

Description

Pushing method and device based on chromatographic data analysis and electronic equipment

Technical Field

The application relates to the field of chromatographic data analysis, in particular to a pushing method and device based on chromatographic data analysis and an electronic device.

Background

The chromatography uses the selective distribution of different substances in different phase states to elute a mixture in a mobile phase and a stationary phase, and different substances in the mixture can move along the stationary phase at different speeds, so that the separation effect is finally achieved. At present, chromatographic experiments are mainly performed through a chromatograph, in the chromatographic experiments, samples flow through a chromatographic column and a detector to obtain a signal time curve, namely a chromatogram, and in a laboratory or a research institute, a large number of samples are often subjected to the chromatographic experiments to obtain massive chromatographic data and form a corresponding chromatographic analysis report. In later stage is used, need look up the chromatography report from time to time, require earlier stage to classify the chromatography report to according to qualitative and quantitative proximity criterion, look over the chromatography report that is close when looking up, conveniently compare, at present, still adopt artificial mode to the classification of chromatography report and call, efficiency and accuracy can not be ensured, wait urgently for a high-efficient accurate classification call mode, improve relevant personnel's work efficiency.

Disclosure of Invention

The invention aims to provide a pushing method and device based on chromatographic data analysis and an electronic device, so as to improve the efficiency of the problems.

The embodiment of the application is realized as follows:

in a first aspect, an embodiment of the present application provides a pushing method based on chromatographic data analysis, which is applied to an electronic device, and the method includes:

acquiring one or more archived chromatographic analysis reports of the chromatograph matched with the chromatographic analysis report;

acquiring the matching degree of the chromatographic analysis reports and each archived chromatographic analysis report one by one, and acquiring one or more intermediate chromatographic analysis reports of which the matching degree reaches a matching degree threshold value from the one or more archived chromatographic analysis reports;

obtaining a target chromatographic analysis report which adopts the same stationary phase as the chromatographic analysis report in the one or more intermediate chromatographic analysis reports;

generating a chromatographic report sequence corresponding to the stationary phase, wherein the chromatographic report sequence comprises the chromatographic report and the target chromatographic report;

and when a selection command of any chromatographic analysis report in the chromatographic analysis report sequence is acquired, pushing a sample list matched with the chromatographic analysis report sequence and a corresponding chromatographic analysis report.

Optionally, when the report type matched by the chromatography report sequence is a chromatography report belonging to a different phase, the obtaining one or more archived chromatography reports of chromatographs with matched chromatography reports includes:

acquiring a report annotation corresponding to the chromatographic analysis report;

analyzing the stage information of the report annotation to obtain report stage indication information of the chromatographic analysis report;

determining a report type of the chromatographic analysis report according to the report stage indication information;

when the report type indicates that the chromatographic analysis report belongs to a chromatographic analysis report of a different stage, acquiring one or more archived chromatographic analysis reports of chromatographs with matched chromatographic analysis reports.

Optionally, when the report types matched by the chromatography report sequences are chromatography reports belonging to the same phase and different phases, the obtaining the matching degree between the chromatography report and each archived chromatography report one by one includes:

respectively acquiring report annotations corresponding to each archived chromatographic analysis report, and performing stage information analysis on each report annotation to obtain report stage indication information of each archived chromatographic analysis report;

according to the report stage indication information, acquiring the report types of the archived chromatographic analysis reports one by one, and determining the archived chromatographic analysis reports of which the report types belong to different chromatographic analysis reports in the acquired archived chromatographic analysis reports;

and acquiring the matching degrees of the chromatographic analysis reports and the filed chromatographic analysis reports of which the report types belong to the same phase and are different.

Optionally, the obtaining the matching degree of the chromatographic analysis report and each archived chromatographic analysis report one by one includes any one of the following ways:

acquiring a first report annotation corresponding to the chromatographic analysis report and a second report annotation corresponding to each archived chromatographic analysis report; extracting annotation vectors of the first report annotation to obtain a first annotation vector matched with the chromatographic analysis report; extracting annotation vectors of second report annotations corresponding to the archived chromatographic analysis reports one by one to obtain second annotation vectors matched with the archived chromatographic analysis reports; acquiring the vector distance between the first annotation vector and each second annotation vector one by one, and taking the vector distance between the first annotation vector and each second annotation vector as the matching degree of the chromatographic analysis report and each archived chromatographic analysis report;

extracting the chromatograms of the chromatographic analysis reports and the chromatogram of each archived chromatographic analysis report; carrying out chromatographic data mining on the chromatogram of the chromatographic analysis report to obtain first characteristic chromatographic data matched with the chromatographic analysis report; respectively carrying out chromatographic data mining on the chromatogram of each archived chromatographic analysis report to obtain second characteristic chromatographic data matched with each archived chromatographic analysis report; and acquiring the matching degree of the first characteristic chromatographic data and each second characteristic chromatographic data one by one, and taking the matching degree of the first characteristic chromatographic data and each second characteristic chromatographic data as the matching degree of the chromatographic analysis report and each archived chromatographic analysis report.

Optionally, the obtaining one or more intermediate-type chromatography reports with a matching degree reaching a matching degree threshold from the one or more archived chromatography reports includes:

determining the archived chromatographic analysis reports of which the matching degrees meet the preset matching degree in the one or more archived chromatographic analysis reports according to the matching degree of the chromatographic analysis reports and each archived chromatographic analysis report;

and taking the archived chromatographic analysis report with the matching degree meeting the preset matching degree as an intermediate chromatographic analysis report with the matching degree reaching a threshold value of the matching degree.

Optionally, the obtaining a target chromatographic analysis report using the same stationary phase as the chromatographic analysis report in the one or more intermediate chromatographic analysis reports includes any one of the following manners:

acquiring first test environment information of the chromatographic analysis report and second test environment information of each intermediate chromatographic analysis report; comparing the first test environment information with each second test environment information respectively to obtain a comparison result of the first test environment information and each second test environment information; taking the intermediate chromatographic analysis report matched with the second test environment information of which the comparison result meets the preset standard as a target chromatographic analysis report adopting the same stationary phase as the chromatographic analysis report;

splitting the report annotations corresponding to the chromatographic analysis report according to annotation attributes to obtain a first batch of annotation field sets matched with the chromatographic analysis report; splitting the report annotations corresponding to each intermediate chromatographic analysis report according to annotation attributes to obtain a second annotation field set matched with each intermediate chromatographic analysis report; acquiring field mutual inclusion coefficients between the first annotation field set and each second annotation field set one by one; taking an intermediate chromatographic analysis report matched with a second annotation field set with the field mutual-containing coefficient meeting a preset coefficient as a target chromatographic analysis report adopting the same stationary phase as the chromatographic analysis report;

splitting the report annotations corresponding to the chromatographic analysis report according to annotation attributes to obtain a first batch of annotation field sets matched with the chromatographic analysis report; splitting the report annotations corresponding to each intermediate chromatographic analysis report according to annotation attributes to obtain a second annotation field set matched with each intermediate chromatographic analysis report; acquiring field ratios of selected fields between the first annotation field set and each second annotation field set and the selected fields in the second annotation field sets one by one; and taking the intermediate chromatographic analysis report matched with the selected field with the field ratio reaching the preset condition as a target chromatographic analysis report adopting the same stationary phase as the chromatographic analysis report.

Optionally, the generating a chromatographic report sequence corresponding to the stationary phase comprises any one of the following ways:

when the number of the target chromatographic analysis reports exceeds two, respectively acquiring the chromatographic analysis reports and report completion nodes of each target chromatographic analysis report; sorting the chromatographic analysis reports and each target chromatographic analysis report according to the sequence of the report completion nodes to obtain a first chromatographic analysis report list; generating a chromatographic analysis report sequence corresponding to the stationary phase according to the first chromatographic analysis report list;

when the number of the target chromatographic analysis reports exceeds two, acquiring a first report annotation corresponding to the chromatographic analysis report and a second report annotation corresponding to each target chromatographic analysis report; analyzing the stage sequence information of the first report annotations to obtain first sequence information of the chromatographic analysis reports, and analyzing the stage sequence information of each second report annotation to obtain second sequence information of a corresponding target chromatographic analysis report, wherein the stage sequence information represents the completion sequence of the corresponding chromatographic analysis report; sorting the chromatographic analysis reports and more than two target chromatographic analysis reports according to the finishing order indicated by the first order information and the second order information to obtain a sorted second chromatographic analysis report list; generating a chromatographic analysis report sequence corresponding to the stationary phase according to the second chromatographic analysis report list;

when the number of the target chromatographic analysis reports exceeds two, determining a report completion node of the chromatographic analysis report and each target chromatographic analysis report respectively; arbitrarily determining a time difference of times indicated by the two report completing nodes; when preset conditions are met, analyzing the chromatographic analysis reports and each target chromatographic analysis report according to stage sequence information to obtain corresponding sequence information; sorting the chromatographic analysis reports and each target chromatographic analysis report through the sequence information to obtain a sorted third chromatographic analysis report list; and generating a chromatographic analysis report sequence corresponding to the stationary phase according to the third chromatographic analysis report list.

Optionally, the pushing the sample list matched with the chromatography report list and the corresponding chromatography report includes: and displaying the pushing information matched with the chromatographic analysis report sequence, wherein the pushing information comprises the file link matched with the chromatographic analysis report sequence.

In a second aspect, an embodiment of the present application provides a pushing device based on chromatographic data analysis, including:

a first acquisition module for acquiring one or more archived chromatographic analysis reports of a chromatograph for which the chromatographic analysis reports match;

the matching module is used for acquiring the matching degree of the chromatographic analysis reports and each archived chromatographic analysis report one by one, and acquiring one or more intermediate chromatographic analysis reports of which the matching degree reaches a matching degree threshold value from the one or more archived chromatographic analysis reports;

a second obtaining module, configured to obtain a target chromatography report in the one or more intermediate type chromatography reports that uses the same stationary phase as the chromatography report;

a building module, configured to generate a chromatography report sequence corresponding to the stationary phase, where the chromatography report sequence includes the chromatography report and the target chromatography report;

and the pushing module is used for pushing the sample list matched with the chromatographic analysis report sequence and the corresponding chromatographic analysis report when a selection command of any one chromatographic analysis report in the chromatographic analysis report sequence is obtained.

In a third aspect, an embodiment of the present application provides an electronic device, which includes a processor and a memory, where the memory stores a computer program, and when the processor runs the computer program, the method provided in the first aspect of the embodiment of the present application is implemented.

According to the pushing method based on chromatographic data analysis provided by the embodiment of the invention, one or more filed chromatographic analysis reports of a chromatograph matched with chromatographic analysis reports are obtained, one or more intermediate chromatographic analysis reports with matching degrees meeting conditions are obtained from the one or more filed chromatographic analysis reports according to the matching degree of the chromatographic analysis reports and each filed chromatographic analysis report, a target chromatographic analysis report with the same stationary phase as the chromatographic analysis report in the one or more intermediate chromatographic analysis reports is obtained, a chromatographic analysis report sequence corresponding to the stationary phase is finally generated, and when a selection command of any chromatographic analysis report in the chromatographic analysis report sequence is obtained, a sample list matched with the chromatographic analysis report sequence and the corresponding chromatographic analysis report are pushed. Because the chromatographic analysis reports included in the chromatographic analysis report sequence are the same chromatograph, the matching degree meets the preset condition, and the chromatographic analysis reports in the chromatographic analysis report sequence are obtained from the same stationary phase, the chromatographic analysis reports in the chromatographic analysis report sequence have high correlation degree, and the classification is accurate. When the chromatographic analysis report in the chromatographic analysis report sequence is consulted, other matching chromatographic analysis reports of the chromatographic analysis report sequence are pushed, and the accuracy and the high efficiency of calling are ensured.

In the following description, other features will be set forth in part. These features will be in part apparent to those of ordinary skill in the art upon examination of the following and the accompanying drawings or may be learned by production or use. The features of the present application may be realized and attained by practice or use of various aspects of the methodologies, instrumentalities and combinations particularly pointed out in the detailed examples that follow.

Drawings

To more clearly illustrate the technical solutions of the embodiments of the present application, the drawings needed in the embodiments will be briefly described below, it should be understood that the following drawings only illustrate some embodiments of the present application and therefore should not be considered as limiting the scope, and those skilled in the art can also obtain other related drawings based on the drawings without inventive efforts.

The methods, systems, and/or processes of the figures are further described in accordance with the exemplary embodiments. These exemplary embodiments will be described in detail with reference to the drawings. These exemplary embodiments are non-limiting exemplary embodiments in which reference numerals represent similar mechanisms throughout the various views of the drawings.

FIG. 1 is a schematic diagram illustrating the hardware and software components in a server according to some embodiments of the present application.

Fig. 2 is a flow chart of a pushing method based on chromatographic data analysis according to some embodiments of the present application.

Fig. 3 is a schematic structural diagram of a pushing device based on chromatographic data analysis according to an embodiment of the present application.

Detailed Description

The technical solutions in the present application will be described clearly and completely with reference to the accompanying drawings in the present application, and it is obvious that the described embodiments are only a part of the embodiments of the present application, and not all of the embodiments. All other embodiments obtained by a person of ordinary skill in the art based on the embodiments in the present application without making any creative effort belong to the protection scope of the present application.

In the following description, reference is made to "some embodiments" which describe a subset of all possible embodiments, but it is understood that "some embodiments" may be the same subset or different subsets of all possible embodiments, and may be combined with each other without conflict.

In the following description, references to the terms "first/second/third" are only to distinguish similar objects and do not denote a particular order or importance, but rather "first/second/third" may, where permissible, be interchanged with a particular order or sequence so that the embodiments of the present application described herein may be practiced other than as specifically illustrated or described herein.

Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this application belongs. The terminology used herein is for the purpose of describing embodiments of the present application only and is not intended to be limiting of the application.

Fig. 1 is a schematic diagram of an architecture of an electronic device 100, and the electronic device 100 includes a pushing apparatus 110 based on chromatographic data analysis, a memory 120, a processor 130, and a communication unit 140. The memory 120, processor 130, and communication unit 140 are electrically connected to each other, directly or indirectly, to enable data transmission or interaction. For example, the components may be electrically connected to each other via one or more communication buses or signal lines. The chromatographic data analysis based push device 110 includes at least one software functional module which can be stored in the memory 120 in the form of software or firmware (firmware) or solidified in an Operating System (OS) of the electronic device 100. The processor 130 is configured to execute executable modules stored in the memory 120, such as software functional modules and computer programs included in the pushing device 110 based on chromatographic data analysis.

The memory 120 may be either volatile memory or nonvolatile memory, and may also include both volatile and nonvolatile memory. Among them, the nonvolatile Memory may be a Read Only Memory (ROM), a Programmable Read Only Memory (PROM), an Erasable Programmable Read Only Memory (EPROM), a Flash Memory (Flash Memory), and the like. Volatile Memory can be Random Access Memory (RAM), which acts as external cache Memory. By way of example, and not limitation, many forms of RAM are available, such as Static Random Access Memory (SRAM), synchronous Static Random Access Memory (SSRAM). The memory 120 is used for storing a program, and the processor 130 executes the program after receiving the execution instruction.

The Processor may be an integrated circuit chip having Signal processing capabilities, such as a general purpose Processor, a Digital Signal Processor (DSP), or other programmable logic device, discrete gate or transistor logic, discrete hardware components, or the like, wherein the general purpose Processor may be a microprocessor or any conventional Processor or the like.

It will be appreciated that the configuration shown in FIG. 1 is merely illustrative and that electronic device 100 may include more or fewer components than shown in FIG. 1 or have a different configuration than shown in FIG. 1. The components shown in fig. 1 may be implemented in hardware, software, or a combination thereof.

Referring to fig. 2, a flowchart of a pushing method based on chromatographic data analysis according to an embodiment of the present application is provided, and the method is applied to the electronic device 100 in fig. 1, and includes the following steps S1 to S5, which are described in detail below.

Step S1: one or more archived chromatographic reports of chromatographs matching the chromatographic report are obtained.

In the embodiment of the present application, the chromatographic analysis report may be a report obtained by a tester performing a chromatographic test on various samples, such as insulating oil, by a chromatograph to obtain test data (chromatogram), and writing a test conclusion according to the test data, where the report may include the chromatogram, test environment data, test equipment information, the tester, sample description information, and the like. The archived chromatographic analysis report may be a chromatographic analysis report obtained by analyzing a sample already completed by a chromatograph, and the chromatographic analysis report in the archived chromatographic analysis report may be a chromatographic analysis report obtained by performing test analysis on samples of different genera, or a chromatographic analysis report obtained by performing test analysis on samples of the same genus but different periods of time, for example, a chromatographic analysis report obtained by performing test analysis on the same insulating oil at different time periods. In the embodiment of the present application, accurate pushing of a chromatography report can be improved by constructing a chromatography report sequence for a chromatography report, where the chromatography report sequence is a set of a series of chromatography reports, and when constructing a chromatography report sequence for a chromatography report, a plurality of archived chromatography reports of a chromatograph that matches the chromatography report can be acquired first, so that it is easy to understand that the chromatograph here is a test device for a chromatography report.

As an embodiment, when the report types corresponding to the chromatographic analysis report sequences are chromatographic analysis reports of the same genus and different periods (the same sample, and experimental analysis is performed in different time periods), one or more archived chromatographic analysis reports of chromatographs with matched chromatographic analysis reports can be obtained by the following steps:

A. and acquiring report annotations corresponding to the chromatographic analysis reports.

B. And analyzing the stage information of the report annotation to obtain report stage indication information of the chromatographic analysis report.

C. And determining the report type of the chromatographic analysis report according to the report stage indication information.

D. When the report type indicates that the chromatographic analysis report belongs to different stages, one or more archived chromatographic analysis reports of chromatographs matched with the chromatographic analysis report are obtained.

In this embodiment, if the report type corresponding to the constructed chromatography report sequence is a congeneric and heterogeneous chromatography report, that is, the report type of the chromatography report in the chromatography report sequence is a congeneric and heterogeneous chromatography report, when an archived chromatography report of a chromatograph matching the chromatography report is obtained, the report type of the chromatography report needs to be determined first. In the application, the same category and different periods mean that a plurality of chromatographic analysis reports are obtained by performing test analysis on the same sample in different time periods, because in some application scenarios, the change of the sample along with the use time or the standing time needs to be subjected to test analysis, for example, insulating oil in high-voltage equipment, and whether the insulating property of the insulating oil meets the requirement or not can be obtained through regular test analysis.

As an embodiment, the following steps may be taken to identify the report type of the chromatography report:

acquiring report annotations corresponding to the chromatographic analysis report, such as report titles, test brief descriptions, numbers under preset rules and the like; then, performing phase information analysis (identifying and analyzing according to a time period field) on the report annotations corresponding to the chromatographic analysis report to obtain report phase indication information of the chromatographic analysis report, wherein the report phase indication information can reflect the type of the chromatographic analysis report, and for example, the report phase indication information includes a period number, indication information of a sample owner, and the like; and determining the report type of the chromatographic analysis report through the report stage indication information. For example, when the report headnotes for analyzing the chromatographic analysis report include report stage instruction information such as "first test", "second test", "south-saving power supply section V1", "south-saving power supply section V2", and the like, the chromatographic analysis report can be determined to be a chromatographic analysis report belonging to a different period.

After the report type of the chromatographic analysis report is determined, when the report type indicates that the chromatographic analysis report is a same-genus different-phase chromatographic analysis report, the archived chromatographic analysis report of the chromatograph matched with the chromatographic analysis report can be obtained again, so that a chromatographic analysis report sequence of the same-genus different-phase chromatographic analysis report is constructed based on the chromatographic analysis report. When the report type indicates that the chromatographic analysis report is not a different-genus different-phase chromatographic analysis report, a chromatographic analysis report sequence of the same-genus different-phase chromatographic analysis report does not need to be constructed based on the chromatographic analysis report.

Step S2: and acquiring the matching degree of the chromatographic analysis reports and each archived chromatographic analysis report one by one, and acquiring one or more intermediate chromatographic analysis reports of which the matching degree reaches a matching degree threshold value from one or more archived chromatographic analysis reports.

In this embodiment of the present application, after a plurality of archived chromatographic analysis reports of a chromatograph that matches a chromatographic analysis report are obtained, the matching degree between the chromatographic analysis report and each archived chromatographic analysis report may be determined one by one, and then an intermediate type chromatographic analysis report whose matching degree reaches a matching degree threshold is obtained from the plurality of archived chromatographic analysis reports.

In this embodiment, the matching degree indicates the similarity between the chromatographic analysis report and the archived chromatographic analysis report, the threshold value of the matching degree is a preset matching degree interval, and the archived chromatographic analysis report whose matching degree falls within the matching degree interval is used as the intermediate chromatographic analysis report. For example, the matching degree interval is a first matching degree x to a second matching degree y, where x is less than y, and at this time, the archived chromatographic analysis report whose matching degree is greater than the first matching degree x and less than the second matching degree y is used as an intermediate chromatographic analysis report, where values of x and y may be set according to actual situations, which is not limited in the embodiment of the present application.

In the embodiment of the present application, the matching degree between the chromatographic analysis report and each archived chromatographic analysis report may be determined one by adopting the following steps:

acquiring a first report annotation corresponding to a chromatographic analysis report and a second report annotation corresponding to each archived chromatographic analysis report; extracting annotation vectors of the first report annotation to obtain a first annotation vector corresponding to the chromatographic analysis report; extracting annotation vectors of second report annotations corresponding to each archived chromatographic analysis report one by one to obtain second annotation vectors corresponding to each archived chromatographic analysis report; and acquiring the vector distance between the first annotation vector and each second annotation vector one by one, and taking the vector distance between the first annotation vector and each second annotation vector as the matching degree of the chromatographic analysis report and each archived chromatographic analysis report. In this embodiment, when determining the matching degree between the chromatographic analysis report and each archived chromatographic analysis report, the report annotation corresponding to the chromatographic analysis report and each archived chromatographic analysis report may be obtained first. Specifically, first report annotations matched with chromatographic analysis reports and second report annotations corresponding to each archived chromatographic analysis report are obtained; extracting annotation vectors of the first report annotations, wherein the vector extraction is a common characteristic extraction mode, and is not repeated herein to obtain first annotation vectors corresponding to the chromatographic analysis reports, and performing chromatographic data mining on each second report annotation to obtain second annotation vectors corresponding to each archived chromatographic analysis report, wherein the annotation vector extraction process can be realized by pre-training a convergent annotation vector extraction network, so that the extraction method is easy to understand, the vector extraction technology is common in the field of machine learning, and is not repeated herein; after a first annotation vector corresponding to the chromatographic analysis report and a second annotation vector corresponding to each archived chromatographic analysis report are obtained, the distance between the first annotation vector and each second annotation vector is determined, the distance can reflect the similarity degree of the first annotation vector and each second annotation vector, the distance between the first annotation vector and each second annotation vector can be calculated in a common similarity calculation mode, for example, cosine distance is calculated, and finally the distance between the first annotation vector and each second annotation vector is used as the matching degree of the chromatographic analysis report and each archived chromatographic analysis report.

In other embodiments, the degree of match of the chromatographic report to each archived chromatographic report may also be determined by:

extracting chromatograms of the chromatographic analysis reports and chromatograms of each archived chromatographic analysis report; mining chromatographic data of a chromatogram of the chromatographic analysis report to obtain first characteristic chromatographic data corresponding to the chromatographic analysis report; respectively carrying out chromatographic data mining on the chromatogram of each archived chromatographic analysis report to obtain second characteristic chromatographic data corresponding to each archived chromatographic analysis report; and determining the matching degree of the first characteristic chromatographic data and each second characteristic chromatographic data one by one, and taking the matching degree of the first characteristic chromatographic data and each second characteristic chromatographic data as the matching degree of the chromatographic analysis report and each archived chromatographic analysis report.

In the above embodiment, the determination of the matching degree between the chromatographic analysis report and each archived chromatographic analysis report can be determined by the chromatogram in the chromatographic analysis report and each archived chromatographic analysis report, and the concept of the chromatogram has been explained in the foregoing description, and is not described herein again.

In the above embodiment, the chromatogram of the chromatographic analysis report and the chromatogram of each archived chromatographic analysis report are extracted; performing chromatographic data mining on the chromatogram of the chromatographic analysis report to obtain first characteristic chromatographic data corresponding to the chromatographic analysis report, wherein the characteristic chromatographic data can be characteristic data such as chromatographic peak, baseline noise (baseline noise), baseline drift (baseline drift), dead time, retention time and the like, and can be expressed in a vector form; meanwhile, chromatographic data mining is also performed on the chromatogram of each archived chromatographic analysis report, that is, chromatographic data mining is performed on the chromatogram contained in each archived chromatographic analysis report to obtain second characteristic chromatographic data corresponding to each archived chromatographic analysis report; after first characteristic chromatographic data corresponding to the chromatographic analysis report and second characteristic chromatographic data corresponding to each archived chromatographic analysis report are obtained, the matching degree between the first characteristic chromatographic data and each second characteristic chromatographic data is obtained, the matching degree can also be obtained by adopting a vector distance calculation mode, and the matching degree between the first characteristic chromatographic data and each second characteristic chromatographic data is used as the matching degree between the chromatographic analysis report and each archived chromatographic analysis report.

In addition, as another embodiment, when the report types corresponding to the chromatographic analysis report sequences are chromatographic analysis reports of the same genus and different periods, the matching degree of the chromatographic analysis report and each archived chromatographic analysis report can be determined by the following steps:

respectively obtaining report annotations corresponding to each archived chromatographic analysis report, and performing stage information analysis on each report annotation to obtain report stage indication information of each archived chromatographic analysis report; determining the report type of each archived chromatographic analysis report one by one through report stage indication information, and determining the report type in the acquired archived chromatographic analysis reports as the archived chromatographic analysis reports belonging to the same chromatographic analysis report at different periods; and determining the matching degree of the chromatographic analysis reports and the filed chromatographic analysis reports of which the report types are the chromatographic analysis reports of the same genus and different phases one by one. In this embodiment, when the report type of the constructed chromatography report sequence is a chromatography report in the same genus and different period, that is, when the report type of the chromatography report in the chromatography report sequence is a chromatography report in the same genus and different period, in the process of determining the matching degree between the chromatography report and each archived chromatography report, the determination of the chromatography report in the same genus and different period may be performed on a plurality of archived chromatography reports, and then the matching degree between the chromatography report and the archived chromatography report whose determined report type is the chromatography report in the same genus and different period may be determined, so that the operation consumption may be reduced.

Specifically, the report type of the chromatographic report can be determined by the following steps: acquiring a report annotation corresponding to a chromatographic analysis report; analyzing the stage information of the report annotation corresponding to the chromatographic analysis report to obtain report stage indication information of the chromatographic analysis report; and determining the report type of the chromatographic analysis report based on the report stage indication information.

As an optional implementation manner, in the embodiment of the present application, one or more intermediate type chromatography reports whose matching degree reaches the matching degree threshold may be obtained through the following steps:

determining the archived chromatographic analysis reports of which the matching degrees reach a threshold value of the matching degrees in one or more archived chromatographic analysis reports according to the matching degrees of the chromatographic analysis reports and each archived chromatographic analysis report; and taking the archived chromatographic analysis report with the matching degree reaching the threshold value as an intermediate chromatographic analysis report with the matching degree meeting the threshold value of the matching degree.

And step S3: and acquiring a target chromatographic analysis report which is the same stationary phase as the chromatographic analysis report in the one or more intermediate chromatographic analysis reports.

After the obtained one or more archived chromatographic analysis reports are screened according to the matching degree, the obtained one or more intermediate chromatographic analysis reports can be screened again, that is, a target chromatographic analysis report which is the same stationary phase as the chromatographic analysis report in the one or more intermediate chromatographic analysis reports is obtained. The screening process can be obtained through the following steps:

acquiring first test environment information of a chromatographic analysis report and second test environment information of each intermediate chromatographic analysis report; comparing the first test environment information with each second test environment information to obtain a comparison result of the first test environment information and each second test environment information; and if the comparison result meets the preset standard, taking the intermediate chromatographic analysis report corresponding to the second test environment information as a target chromatographic analysis report which is the same stationary phase as the chromatographic analysis report.

In this application embodiment, the stationary phase is defined to be the same, and not only the consumables that need the stationary phase are the same, and the service environment of stationary phase, service time also need be in suitable scope, in this application embodiment, the above-mentioned information of experimental environmental information representation. In this embodiment, when a target chromatography report, which is the same stationary phase as a chromatography report, of one or more intermediate type chromatography reports is obtained, first test environment information of the chromatography report and second test environment information of each intermediate type chromatography report are obtained, and then the first test environment information is compared with each second test environment information, for example, the type of consumable part, the duration of use, the environmental temperature, and the like are compared, so as to obtain a comparison result between the first test environment information and each second test environment information, and thus, the intermediate type chromatography report corresponding to the second test environment information, the comparison result of which reaches a preset standard (the consumable part is close, the duration of use range, the temperature interval, and the like), is used as the target chromatography report, which is the same stationary phase as the chromatography report.

In addition, as an embodiment, the target chromatographic analysis report of the one or more intermediate chromatographic analysis reports that is the same stationary phase as the chromatographic analysis report may be obtained by:

splitting the report annotations corresponding to the chromatographic analysis report according to annotation attributes to obtain a first batch of annotation field sets corresponding to the chromatographic analysis report; splitting the report annotations corresponding to each intermediate type chromatographic analysis report according to annotation attributes to obtain a second annotation field set corresponding to each intermediate type chromatographic analysis report; determining field mutual-containing coefficients between the first batch of comment field sets and each second batch of comment field sets one by one; and taking the intermediate chromatographic analysis report corresponding to the second annotation field set with the field mutual-containing coefficient meeting the preset coefficient as a target chromatographic analysis report of the same stationary phase as the chromatographic analysis report.

In this embodiment, the intermediate-type chromatography report and the report annotation of the chromatography report may be split according to the annotation attribute, so as to obtain a target chromatography report that is the same stationary phase as the chromatography report among the plurality of intermediate-type chromatography reports. Specifically, the report annotations corresponding to the chromatographic analysis report may be split according to the annotation attributes to obtain a first annotation field set corresponding to the chromatographic analysis report, where the first annotation field set is a set of fields of each attribute (type of annotation, such as environmental annotation, sample annotation, stage annotation, and the like) obtained by splitting the report annotations according to the attributes; splitting the report annotation corresponding to each intermediate chromatographic analysis report to obtain a second annotation field set corresponding to each intermediate chromatographic analysis report; determining field inclusion coefficients (the number of fields in the two field sets appearing between each other) between the first annotation field set and each second annotation field set one by one; and finally, determining an intermediate chromatographic analysis report corresponding to a second annotation field set with the field containing coefficients reaching the preset coefficient from the plurality of intermediate chromatographic analysis reports, wherein the intermediate chromatographic analysis report is used as a target chromatographic analysis report of the same stationary phase as the chromatographic analysis report.

Based on the above idea, in another embodiment, a target chromatographic report that is the same stationary phase as the chromatographic report in one or more intermediate chromatographic reports can be obtained by the following steps:

splitting the report annotations corresponding to the chromatographic analysis report according to annotation attributes to obtain a first batch of annotation field sets corresponding to the chromatographic analysis report; splitting the report annotations corresponding to each intermediate type chromatographic analysis report according to the annotation attributes to obtain a second annotation field set corresponding to each intermediate type chromatographic analysis report; determining the field ratio of the selected fields and the selected fields in the second annotation field set between the first annotation field set and each second annotation field set one by one; and taking the intermediate chromatographic analysis report corresponding to the selected field with the field ratio meeting the preset condition as a target chromatographic analysis report of the same stationary phase as the chromatographic analysis report.

In the above embodiment, the target chromatography report that is the same stationary phase as the chromatography report among the plurality of intermediate-type chromatography reports is obtained by splitting the intermediate-type chromatography report and the report annotation of the chromatography report. Specifically, firstly splitting report annotations corresponding to the chromatographic analysis report according to annotation attributes to obtain a first batch of annotation field sets corresponding to the chromatographic analysis report, wherein the first batch of annotation field sets comprise a plurality of fields; splitting the report annotation corresponding to each intermediate chromatographic analysis report to obtain a second annotation field set corresponding to each intermediate chromatographic analysis report; determining selected fields between the first annotation field set and each second annotation field set one by one, wherein the selected fields are selected fields contained in the two annotation field sets, and the field ratio of each selected field in the second annotation field set is also obtained; and determining an intermediate chromatographic analysis report corresponding to the selected field with the field ratio meeting a preset condition (such as a preset ratio) from the plurality of intermediate chromatographic analysis reports as a target chromatographic analysis report of the same stationary phase as the chromatographic analysis report.

And step S4: and generating a chromatographic analysis report sequence corresponding to the target stationary phase.

Wherein, the chromatographic analysis report sequence comprises a chromatographic analysis report and a target chromatographic analysis report. In the present example, the chromatographic report sequence corresponding to the target stationary phase can be generated by the following steps:

when more than two target chromatographic analysis reports exist, respectively obtaining a chromatographic analysis report and report completion nodes of each target chromatographic analysis report; sorting the chromatographic analysis reports and each target chromatographic analysis report according to the order of the report completion nodes to obtain a first chromatographic analysis report list; for example, a plurality of target chromatography reports reporting close to the completion node may be generated into a chromatography report sequence including a chromatography report and a target chromatography report.

In the above embodiment, when the chromatography report sequence corresponding to the target stationary phase is generated from the chromatography report and the target chromatography report, the chromatography report and the target chromatography report may be sorted in order, for example, belong to different-phase chromatography report sequences, and the chromatography reports in the chromatography report sequence may be arranged in order, for example, "first period", "second period", and the like, so as to facilitate reference. Further, when the chromatographic analysis report and the target chromatographic analysis report are sequentially sorted, the chromatographic analysis report and the report completion node of each target chromatographic analysis report may be obtained respectively, and then the chromatographic analysis report and each target chromatographic analysis report are sequentially sorted according to the completion order of the report completion nodes to obtain a first chromatographic analysis report list, and a chromatographic analysis report sequence is generated according to the first chromatographic analysis report list.

As an embodiment, a chromatographic report sequence corresponding to a target stationary phase may be generated by:

when more than two target chromatographic analysis reports exist, acquiring a first report annotation corresponding to the chromatographic analysis report and a second report annotation corresponding to each target chromatographic analysis report; analyzing the stage sequence information of the first report annotations to obtain first sequence information of the chromatographic analysis report, and analyzing the stage sequence information of each second report annotation to obtain second sequence information of the corresponding target chromatographic analysis report; sorting the chromatographic analysis reports and the plurality of target chromatographic analysis reports according to the finishing order indicated by the first order information and the second order information to obtain a sorted second chromatographic analysis report list; and generating a chromatographic analysis report sequence corresponding to the target stationary phase according to the second chromatographic analysis report list. Wherein the order information indicates a completion order of the corresponding chromatography reports.

In this embodiment, the chromatographic analysis report and the report headnotes of the target chromatographic analysis report are collated (sorted) according to the order information. Specifically, first report annotations corresponding to the chromatographic analysis reports and second report annotations corresponding to each target chromatographic analysis report are obtained, then phase sequence information analysis is performed on the first report annotations to obtain first sequence information of the chromatographic analysis reports, and phase sequence information analysis is performed on each second report annotation to obtain second sequence information of the corresponding target chromatographic analysis reports, such as a first period, a second period and the like; and then sorting the chromatographic analysis report and the plurality of target chromatographic analysis reports according to the finishing order indicated by the first order information and the second order information to obtain a second chromatographic analysis report list.

In this embodiment, as another embodiment, the chromatographic report sequence corresponding to the target stationary phase can be generated by the following steps:

when more than two target chromatographic analysis reports exist, respectively acquiring a chromatographic analysis report and a report completion node of each target chromatographic analysis report; randomly determining the difference value of the time indicated by the two report completion nodes, and when a preset condition (a preset time difference) is met, respectively analyzing the chromatographic analysis report and the sequence information of each target chromatographic analysis report in stages to obtain corresponding sequence information; sorting the chromatographic analysis reports and each target chromatographic analysis report according to the sequence information to obtain a third chromatographic analysis report list; and generating a chromatographic analysis report sequence corresponding to the target stationary phase according to the third chromatographic analysis report list.

Since in some cases (missing, delayed) multiple chromatography reports are not published in sequence, confusion arises when the nodes are sorted according to the report completion. At this point, the report completion nodes and report headnotes of the chromatographic report may be sorted by report completion nodes and report headnotes. Specifically, report completion nodes of the chromatographic analysis report and each target chromatographic analysis report are respectively obtained (in some embodiments, the report completion nodes are test completion time nodes), a difference between times indicated by the two report completion nodes is arbitrarily determined, and if a preset condition is met, the chromatographic analysis report and each target chromatographic analysis report are respectively subjected to stage order information analysis to obtain corresponding order information; sorting the chromatographic analysis reports and each target chromatographic analysis report according to the sequence information to obtain a third chromatographic analysis report list; and generating a chromatographic analysis report sequence corresponding to the target stationary phase according to the third chromatographic analysis report list. And if the preset conditions are not met, the chromatographic analysis report and the target chromatographic analysis report are sorted according to the report completion node to obtain a fourth chromatographic analysis report list, and a chromatographic analysis report sequence corresponding to the target stationary phase is generated.

Step S5: and when a selection command of any chromatographic analysis report in the chromatographic analysis report sequence is acquired, pushing a sample list matched with the chromatographic analysis report sequence and a corresponding chromatographic analysis report.

As an embodiment, the sample list and the corresponding chromatography report matched with the chromatography report list can be pushed by the following steps: and displaying the pushed information matched with the chromatographic analysis report sequence, wherein the pushed information comprises the file link matched with the chromatographic analysis report sequence.

When the report is checked, a look-up person firstly selects a chromatographic analysis report, if the chromatographic analysis report belongs to a chromatographic analysis report sequence, the selected chromatographic analysis report is displayed, in addition, a sample list matched with the chromatographic analysis report sequence and the corresponding chromatographic analysis report are also pushed, and the look-up person clicks a file link to look up other linked chromatographic analysis reports.

According to the pushing method based on chromatographic data analysis provided by the embodiment of the invention, one or more filed chromatographic analysis reports of a chromatograph matched with chromatographic analysis reports are obtained, one or more intermediate chromatographic analysis reports with matching degrees meeting conditions are obtained from the one or more filed chromatographic analysis reports according to the matching degree of the chromatographic analysis reports and each filed chromatographic analysis report, a target chromatographic analysis report with the same stationary phase as the chromatographic analysis report in the one or more intermediate chromatographic analysis reports is obtained, a chromatographic analysis report sequence corresponding to the stationary phase is finally generated, and when a selection command of any chromatographic analysis report in the chromatographic analysis report sequence is obtained, a sample list matched with the chromatographic analysis report sequence and the corresponding chromatographic analysis report are pushed. The chromatographic analysis reports in the chromatographic analysis report sequence are the same chromatograph, the matching degree meets the preset condition, and the chromatographic analysis reports are obtained from the same stationary phase, so that the chromatographic analysis reports in the chromatographic analysis report sequence have high correlation degree and are classified accurately. When the chromatographic analysis report in the chromatographic analysis report sequence is consulted, other matching chromatographic analysis reports of the pushed chromatographic analysis report sequence ensure the accuracy and high efficiency of calling.

Referring to fig. 3, which is a schematic structural diagram of a pushing device 110 based on chromatographic data analysis according to an embodiment of the present invention, the pushing device 110 based on chromatographic data analysis can be used for executing a pushing method based on chromatographic data analysis, wherein the pushing device 110 based on chromatographic data analysis includes:

a first acquisition module 111 for acquiring one or more archived chromatographic reports of the chromatograph for which the chromatographic report matches.

The matching module 112 is configured to obtain matching degrees of the chromatography reports and each archived chromatography report one by one, and obtain one or more intermediate-type chromatography reports from the one or more archived chromatography reports, where the matching degrees reach a matching degree threshold.

The second obtaining module 113 is configured to obtain a target chromatography report in the one or more intermediate type chromatography reports using the same stationary phase as the chromatography report.

And building a module 114 for generating a chromatographic analysis report sequence corresponding to the stationary phase, wherein the chromatographic analysis report sequence comprises a chromatographic analysis report and a target chromatographic analysis report.

The pushing module 115 is configured to, when a selection command of any one of the chromatography reports in the chromatography report sequence is obtained, push a sample list matched with the chromatography report sequence and a corresponding chromatography report.

The first obtaining module 111 may be configured to perform step S1; the matching module 112 may be configured to perform step S2; the second obtaining module 113 may be configured to perform step S3; the building module 114 may be used to perform step S4; the pushing module 115 may be configured to perform step S5.

Since the pushing method based on chromatographic data analysis provided in the embodiment of the present invention has been described in detail in the above embodiment, and the principle of the pushing device 110 based on chromatographic data analysis is the same as that of the method, the implementation principle of each module of the pushing device 110 based on chromatographic data analysis is not described again here.

The present application further provides a storage medium, in which a computer program is stored, where the computer program is configured to execute the steps in any of the above method embodiments when the computer program runs.

Optionally, the storage medium is further configured to store a computer program for executing the steps included in the method in the foregoing embodiment, which is not described in detail in this embodiment.

Alternatively, in this embodiment, a person skilled in the art may understand that all or part of the steps in the various methods in the foregoing embodiments may be implemented by a program instructing hardware related to the terminal device, where the program may be stored in a computer-readable storage medium, and the storage medium may include: flash disks, read-Only memories (ROMs), random Access Memories (RAMs), magnetic or optical disks, and the like.

The above-mentioned serial numbers of the embodiments of the present invention are merely for description and do not represent the merits of the embodiments.

The integrated unit in the above embodiments, if implemented in the form of a software functional unit and sold or used as a separate product, may be stored in the above computer-readable storage medium. Based on such understanding, the technical solution of the present invention may be essentially or partially contributed by the prior art, or all or part of the technical solution may be embodied in a software product, which is stored in a storage medium and includes several instructions for causing one or more computer devices (which may be personal computers, servers, or network devices, etc.) to execute all or part of the steps of the method according to the embodiments of the present invention.

In the above embodiments of the present invention, the description of each embodiment has its own emphasis, and reference may be made to the related description of other embodiments for parts that are not described in detail in a certain embodiment.

In the embodiments provided in the present application, it should be understood that the disclosed electronic device may be implemented in other ways. The above-described apparatus embodiments are merely illustrative, and for example, the division of the units is only one type of logical functional division, and other divisions may be implemented in practice, for example, multiple units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, units or modules, and may be in an electrical or other form.

The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one position, or may be distributed on multiple network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.

In addition, functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, and can also be realized in a form of a software functional unit.

The foregoing is only a preferred embodiment of the present invention, and it should be noted that, for those skilled in the art, various modifications and decorations can be made without departing from the principle of the present invention, and these modifications and decorations should also be regarded as the protection scope of the present invention.

Claims

1. A pushing method based on chromatographic data analysis is applied to electronic equipment, and the method comprises the following steps:

2. The method of claim 1, wherein obtaining one or more archived chromatographic analysis reports for a chromatograph that matches the chromatographic analysis report when the report type that matches the chromatographic analysis report sequence is a chromatographic analysis report of a same or different stage comprises:

3. The method according to claim 1, wherein when the report types matched by the chromatography report sequences are chromatography reports belonging to different periods, the obtaining the matching degree of the chromatography report and each archived chromatography report one by one comprises:

respectively obtaining report annotations corresponding to each archived chromatographic analysis report, and performing stage information analysis on each report annotation to obtain report stage indication information of each archived chromatographic analysis report;

and acquiring the matching degrees of the chromatographic analysis reports and the filed chromatographic analysis reports of which the report types are the same and different.

4. The method of claim 1, wherein said obtaining a match between said chromatography report and each of said archived chromatography reports on a case-by-case basis comprises any one of:

acquiring a first report annotation corresponding to the chromatographic analysis report and a second report annotation corresponding to each archived chromatographic analysis report; extracting annotation vectors of the first report annotation to obtain a first annotation vector matched with the chromatographic analysis report; extracting annotation vectors of second report annotations corresponding to each archived chromatographic analysis report one by one to obtain second annotation vectors matched with each archived chromatographic analysis report; acquiring the vector distance between the first annotation vector and each second annotation vector one by one, and taking the vector distance between the first annotation vector and each second annotation vector as the matching degree of the chromatographic analysis report and each archived chromatographic analysis report;

extracting the chromatograms of the chromatographic analysis reports and the chromatogram of each of the archived chromatographic analysis reports; carrying out chromatographic data mining on the chromatogram of the chromatographic analysis report to obtain first characteristic chromatographic data matched with the chromatographic analysis report; respectively carrying out chromatographic data mining on the chromatogram of each archived chromatographic analysis report to obtain second characteristic chromatographic data matched with each archived chromatographic analysis report; and acquiring the matching degree of the first characteristic chromatographic data and each second characteristic chromatographic data one by one, and taking the matching degree of the first characteristic chromatographic data and each second characteristic chromatographic data as the matching degree of the chromatographic analysis report and each archived chromatographic analysis report.

5. The method of claim 1, wherein obtaining one or more intermediate chromatography reports from the one or more archived chromatography reports that have a degree of match that meets a threshold degree of match comprises:

and taking the archived chromatographic analysis report of which the matching degree meets the preset matching degree as an intermediate chromatographic analysis report of which the matching degree reaches a matching degree threshold value.

6. The method of claim 1, wherein obtaining the target chromatography report in the one or more intermediate chromatography reports using the same stationary phase as the chromatography report comprises any one of:

splitting the report annotations corresponding to the chromatographic analysis report according to annotation attributes to obtain a first batch of annotation field sets matched with the chromatographic analysis report; splitting the report annotations corresponding to each intermediate chromatographic analysis report according to annotation attributes to obtain a second annotation field set matched with each intermediate chromatographic analysis report; acquiring field mutual inclusion coefficients between the first annotation field set and each second annotation field set one by one; taking an intermediate chromatographic analysis report matched with a second annotation field set with fields containing coefficients meeting a preset coefficient as a target chromatographic analysis report adopting the same stationary phase as the chromatographic analysis report;

splitting the report annotations corresponding to the chromatographic analysis report according to annotation attributes to obtain a first batch of annotation field sets matched with the chromatographic analysis report; splitting the report annotations corresponding to each intermediate type chromatographic analysis report according to annotation attributes to obtain a second annotation field set matched with each intermediate type chromatographic analysis report; acquiring selected fields between the first annotation field set and each second annotation field set one by one and the field ratio of the selected fields in the second annotation field sets; and taking the intermediate chromatographic analysis report matched with the selected field with the field ratio reaching the preset condition as a target chromatographic analysis report adopting the same stationary phase as the chromatographic analysis report.

7. The method of claim 1, wherein generating a chromatographic report sequence corresponding to the stationary phase comprises any one of:

when the number of the target chromatographic analysis reports exceeds two, respectively determining the chromatographic analysis report and a report completion node of each target chromatographic analysis report; arbitrarily determining a time difference of times indicated by the two report completing nodes; when preset conditions are met, analyzing the chromatographic analysis reports and each target chromatographic analysis report according to stage sequence information to obtain corresponding sequence information; sorting the chromatographic analysis reports and each target chromatographic analysis report through the sequence information to obtain a sorted third chromatographic analysis report list; and generating a chromatographic analysis report sequence corresponding to the stationary phase according to the third chromatographic analysis report list.

8. The method of claim 1, wherein pushing the sample list and the corresponding chromatography report that match the chromatography report list comprises: and displaying the pushing information matched with the chromatographic analysis report sequence, wherein the pushing information comprises the file link matched with the chromatographic analysis report sequence.

9. A pushing device based on chromatographic data analysis, comprising:

a second obtaining module, configured to obtain a target chromatography report that uses a same stationary phase as the chromatography report in the one or more intermediate chromatography reports;

10. An electronic device comprising a processor and a memory, the memory storing a computer program that, when executed by the processor, implements the method of any one of claims 1 to 8.