CN116910695A - Marking method of equipment monitoring result and checking method of equipment monitoring data - Google Patents

Marking method of equipment monitoring result and checking method of equipment monitoring data Download PDF

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CN116910695A
CN116910695A CN202311160139.8A CN202311160139A CN116910695A CN 116910695 A CN116910695 A CN 116910695A CN 202311160139 A CN202311160139 A CN 202311160139A CN 116910695 A CN116910695 A CN 116910695A
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CN116910695B (en
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蒋文创
陆蓓婷
王小芳
王巍
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Value Chain Technology Shenzhen Co ltd
Harbin Engineering University Sanya Nanhai Innovation And Development Base
Harbin Engineering University
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Harbin Engineering University Sanya Nanhai Innovation And Development Base
Harbin Engineering University
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Abstract

The invention discloses a marking method of equipment monitoring results and a checking method of equipment monitoring data, wherein the method comprises the following steps: acquiring verification project information, wherein the verification project information is project content which is checked and verified on a detection result after detection is completed by using equipment monitoring data acquired by marine detection equipment in real time to obtain the detection result; extracting characteristic data from the equipment monitoring data based on the verification project information, and splicing and packaging the characteristic data according to the verification project information to generate a digital certificate; and marking the digital certificate in the data item of the detection result by taking the digital certificate as a data mark. The invention generates the digital certificate by utilizing the characteristic data, can reserve the characteristic data required by verification and the detection result does not need to store all real-time monitoring data, thereby reducing the storage space, lowering the cost of data storage and management and facilitating the verification processing of the follow-up searching data.

Description

Marking method of equipment monitoring result and checking method of equipment monitoring data
Technical Field
The invention relates to the technical field of data marking, in particular to a marking method of equipment monitoring results and a verification method of equipment monitoring data.
Background
Along with the frequent occurrence of coastal ecological disasters, research on ecological disasters has become a hot spot of academic concern. In order to monitor various conditions of marine ecological disasters, different detection devices are required to be called to collect various marine monitoring data, such as water quality data, marine organism data, seabed images and the like. The marine ecological disaster early warning simulation, the marine ecological disaster evolution analysis, the marine ecological water body abnormality detection analysis and the like can be respectively carried out through the marine monitoring data, so that powerful data support is provided for treating the marine ecological disaster.
Because the content of the monitored and analyzed items is more, and the quantity of the monitored data collected in real time is huge, each item of data is generally collected in real time, analysis is performed based on the real-time data, analysis results are recorded, and finally a series of analysis results are summarized for comprehensive detection. Because of the large amount of data collected in real time, the real-time data is generally stored in a storage space after analysis is completed and is called for subsequent auditing or verification.
However, the above operation mode has the following technical problems: because the real-time collected device monitoring data volume is huge, only part of main characteristic data may be needed for subsequent auditing and verification, if all the real-time collected device monitoring data are stored, more occupied storage space is wasted, and because the data volume is huge, the subsequent searching is long in time consumption, and the processing efficiency is low.
Disclosure of Invention
The invention provides a marking method of a device monitoring result and a verification method of device monitoring data, wherein the method can be used for predetermining a subsequent verification project, extracting corresponding characteristic data from the monitoring data based on the content of the verification project, splicing and packaging the characteristic data into a digital certificate, adding the digital certificate into an analysis result as a mark for subsequent verification and calling, and only preserving the characteristic data required by verification without storing all real-time monitoring data, thereby reducing storage space and facilitating subsequent searching.
A first aspect of an embodiment of the present invention provides a method for marking a device monitoring result, where the method includes:
acquiring verification project information, wherein the verification project information is project content which is checked and verified on a detection result after detection is completed by using equipment monitoring data acquired by marine detection equipment in real time to obtain the detection result;
extracting characteristic data from the equipment monitoring data based on the verification project information, and splicing and packaging the characteristic data according to the verification project information to generate a digital certificate;
and marking the digital certificate in the data item of the detection result by taking the digital certificate as a data mark.
In a possible implementation manner of the first aspect, the extracting feature data from the device monitoring data based on the verification item information includes:
if the check item information is a check item list, identifying the name of each item of data contained in the check item list, and extracting to obtain a plurality of data names;
extracting corresponding project data from the equipment monitoring data according to each data name, and calculating a data capacity value of each project data;
if the data capacity value is smaller than a preset capacity value, taking the project data as characteristic data;
and if the data capacity value is larger than the preset capacity value, intercepting the project data according to the preset capacity value to obtain characteristic data.
In a possible implementation manner of the first aspect, the splicing and packaging the feature data according to the verification item information, to generate a digital certificate, includes:
acquiring the arrangement sequence of a plurality of data names in the check item list;
sequentially splicing a plurality of characteristic data according to the arrangement sequence to obtain spliced data;
and packaging the spliced data by taking the list name field of the check item list as an encryption key to obtain a digital certificate.
In a possible implementation manner of the first aspect, the extracting feature data from the device monitoring data based on the verification item information includes:
if the verification item information is calculation processing proofreading, determining each parameter definition of a calculation formula contained in the calculation processing proofreading;
searching corresponding definition data from the device monitoring data according to the fields corresponding to the parameter definitions;
and extracting the numerical value of the middle interval from each definition data to obtain the characteristic data.
In a possible implementation manner of the first aspect, the splicing and packaging the feature data according to the verification item information, to generate a digital certificate, includes:
acquiring a termination time node for completing detection and extracting a plurality of digital fields of the termination time node;
encrypting each characteristic data by adopting the digital field to obtain a plurality of digital encrypted data;
and combining and packaging a plurality of digital encryption data to generate digital credentials.
In a possible implementation manner of the first aspect, the extracting feature data from the device monitoring data based on the verification item information includes:
If the verification project information is image verification, acquiring image information required by the image verification, wherein the image information comprises an image chromaticity value, an image contour and an image texture;
respectively extracting corresponding information data from the equipment monitoring data according to the image chromaticity value, the image contour and the image texture;
and carrying out format conversion on the information data to obtain characteristic data.
In a possible implementation manner of the first aspect, the splicing and packaging the feature data according to the verification item information, to generate a digital certificate, includes:
randomly extracting a plurality of detection images from the equipment monitoring data;
and combining and packaging the detection images and the characteristic data to generate a digital certificate.
In a possible implementation manner of the first aspect, after the step of splicing and packaging the feature data according to the verification item information to generate a digital certificate, the method further includes:
generating a certificate serial number corresponding to the digital certificate, and sending the certificate serial number to a corresponding checking terminal.
A second aspect of an embodiment of the present invention provides a method for checking device monitoring data, where the method includes:
After receiving login information of researchers and determining login rights based on the login information, acquiring a credential serial number;
obtaining a digital certificate based on the certificate serial number in a searching way, wherein the digital certificate is generated according to the marking method of the equipment monitoring result;
after searching the corresponding detection result according to the digital certificate, unsealing the digital certificate to obtain unsealed data, and checking the detection result by using the unsealed data.
In a possible implementation manner of the second aspect, the verification process includes:
determining a detection item of the detection result, and performing verification calculation on the unpacking data according to the detection item to obtain a calculation result;
if the result difference between the calculation result and the detection result is larger than a preset difference, determining that the verification is not passed;
and if the result difference between the calculation result and the detection result is smaller than a preset difference, determining that the verification is passed.
A third aspect of an embodiment of the present invention provides a device for marking a device monitoring result, the device including:
the information acquisition module is used for acquiring verification project information, wherein the verification project information is project content which is checked and verified on a detection result after detection is completed by using equipment monitoring data acquired by marine detection equipment in real time to obtain the detection result;
The data extraction module is used for extracting characteristic data from the equipment monitoring data based on the verification project information, splicing and packaging the characteristic data according to the verification project information, and generating a digital certificate;
and the result marking module is used for marking the digital certificate in the data item of the detection result by taking the digital certificate as a data mark.
In a possible implementation manner of the third aspect, the extracting feature data from the device monitoring data based on the verification item information includes:
if the check item information is a check item list, identifying the name of each item of data contained in the check item list, and extracting to obtain a plurality of data names;
extracting corresponding project data from the equipment monitoring data according to each data name, and calculating a data capacity value of each project data;
if the data capacity value is smaller than a preset capacity value, taking the project data as characteristic data;
and if the data capacity value is larger than the preset capacity value, intercepting the project data according to the preset capacity value to obtain characteristic data.
In a possible implementation manner of the third aspect, the splicing and packaging the feature data according to the verification item information to generate a digital certificate includes:
Acquiring the arrangement sequence of a plurality of data names in the check item list;
sequentially splicing a plurality of characteristic data according to the arrangement sequence to obtain spliced data;
and packaging the spliced data by taking the list name field of the check item list as an encryption key to obtain a digital certificate.
In a possible implementation manner of the third aspect, the extracting feature data from the device monitoring data based on the verification item information includes:
if the verification item information is calculation processing proofreading, determining each parameter definition of a calculation formula contained in the calculation processing proofreading;
searching corresponding definition data from the device monitoring data according to the fields corresponding to the parameter definitions;
and extracting the numerical value of the middle interval from each definition data to obtain the characteristic data.
In a possible implementation manner of the third aspect, the splicing and packaging the feature data according to the verification item information to generate a digital certificate includes:
acquiring a termination time node for completing detection and extracting a plurality of digital fields of the termination time node;
encrypting each characteristic data by adopting the digital field to obtain a plurality of digital encrypted data;
And combining and packaging a plurality of digital encryption data to generate digital credentials.
In a possible implementation manner of the third aspect, the extracting feature data from the device monitoring data based on the verification item information includes:
if the verification project information is image verification, acquiring image information required by the image verification, wherein the image information comprises an image chromaticity value, an image contour and an image texture;
respectively extracting corresponding information data from the equipment monitoring data according to the image chromaticity value, the image contour and the image texture;
and carrying out format conversion on the information data to obtain characteristic data.
In a possible implementation manner of the third aspect, the splicing and packaging the feature data according to the verification item information to generate a digital certificate includes:
randomly extracting a plurality of detection images from the equipment monitoring data;
and combining and packaging the detection images and the characteristic data to generate a digital certificate.
In a possible implementation manner of the third aspect, the apparatus further includes:
and the generation credential module is used for generating a credential serial number corresponding to the digital credential and sending the credential serial number to a corresponding checking terminal.
A fourth aspect of the embodiment of the present invention provides a device for verifying device monitoring data, where the device includes:
the certificate acquisition module is used for acquiring a certificate serial number after receiving login information of a researcher and determining login permission based on the login information;
the certificate searching module is used for searching and obtaining a digital certificate based on the certificate serial number, wherein the digital certificate is generated according to the marking method of the equipment monitoring result;
and the verification processing module is used for deblocking the digital certificate to obtain deblocking data after searching the corresponding detection result according to the digital certificate, and verifying the detection result by using the deblocking data.
In a possible implementation manner of the fourth aspect, the verification process includes:
determining a detection item of the detection result, and performing verification calculation on the unpacking data according to the detection item to obtain a calculation result;
if the result difference between the calculation result and the detection result is larger than a preset difference, determining that the verification is not passed;
and if the result difference between the calculation result and the detection result is smaller than a preset difference, determining that the verification is passed.
Compared with the prior art, the marking method of the equipment monitoring result and the checking method of the equipment monitoring data provided by the embodiment of the invention have the beneficial effects that: the invention can pre-determine the related content of the subsequent check item, extract the corresponding characteristic data from the monitoring data based on the check item content, splice and package the characteristic data into a digital certificate, and add the digital certificate into an analysis result as a mark for use in check; and the method does not need to store all real-time monitoring data, and only needs to keep characteristic data and detection results required by verification, so that the storage space can be reduced, the cost of data storage and management is reduced, and the subsequent data searching can be conveniently performed for verification processing.
Drawings
FIG. 1 is a flow chart of a method for marking device monitoring results according to an embodiment of the present invention;
FIG. 2 is a flow chart of a method for verifying device monitoring data according to an embodiment of the present invention;
FIG. 3 is a schematic structural diagram of a marking device for monitoring results of equipment according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of a checking device for monitoring data of a device according to an embodiment of the present invention.
Detailed Description
The following description of the embodiments of the present application will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present application, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the application without making any inventive effort, are intended to be within the scope of the application.
In order to solve the above-mentioned problems, a method for marking the monitoring result of the device according to the embodiment of the present application will be described and illustrated in detail in the following specific examples.
Referring to fig. 1, a flowchart of a method for marking a device monitoring result according to an embodiment of the present application is shown.
In an embodiment, the method is applicable to a background system, which may be a background management system of a marine research center or a marine laboratory, responsible for performing analysis of marine ecology, marine ocean current variation, and the like.
Specifically, the backend system may be communicatively connected with a plurality of different monitoring devices, including: a temperature measuring instrument, a depth measuring instrument, a hydrological instrument, a marine meteorological instrument, a marine survey instrument, a water quality monitoring base station, a marine buoy and the like. Each device can be used for collecting information such as ocean data, images and the like for analysis and processing by a background system.
Wherein, as an example, the marking method of the device monitoring result may include:
s11, acquiring verification project information, wherein the verification project information is project content which is checked and verified on a detection result after detection is completed by using equipment monitoring data acquired by marine detection equipment in real time to obtain the detection result.
In one embodiment, the background system obtains equipment monitoring data from the front-end marine monitoring equipment and uses the monitoring data to perform analysis, such as ocean current prediction analysis, seabed image analysis, marine organism change analysis, marine organism contour analysis, and the like.
After the analysis operation is completed and the analysis result is obtained, the analysis result can be fed back to a background manager or researcher, and after the analysis result is fed back. The background manager or researcher can input verification project information to the background system, wherein the verification project information is related to the subsequent verification of the analysis monitoring result and comprises verification project content, verification type, verification time, verification data name, verification rule, verification data category, verification data quantity, verification calculation error or the like.
By checking each item of information contained in the item information, the device monitoring data collected in real time can be extracted and processed in a targeted manner for subsequent auditing.
In an alternative embodiment, the subsequent verification may have multiple items, so that more monitoring data of the equipment needs to be kept, and multiple pieces of verification related information can be integrated together to obtain verification project information.
In yet another alternative embodiment, there may be multiple subsequent checks, but in order to reduce the device monitoring data, multiple check item contents may be clustered, so as to combine the clustered item contents to obtain check item information, so as to avoid that each check item retains a plurality of device monitoring data, so as to reduce the amount of stored data.
And S12, extracting characteristic data from the equipment monitoring data based on the verification project information, and splicing and packaging the characteristic data according to the verification project information to generate a digital certificate.
In an embodiment, the verification project information includes various pieces of relevant information required for subsequent verification, and corresponding feature data can be extracted from a large amount of device monitoring data aiming at the relevant information of the subsequent verification project, and the feature data can be used in the subsequent verification project, and only the feature data of the portion can be reserved or stored.
And then splicing and packaging the characteristic data according to the verification project information to generate a digital certificate. The digital certificate may then be saved for use as a verification process.
The device monitoring data is not extracted, so that the device monitoring data can be deleted, and a large amount of irrelevant or repeated data is prevented from being stored, thereby reducing the burden of storing the data by the server and the cost of storing the data.
In an actual application scenario, the analysis processing of the monitoring data may be a statistical analysis of marine organisms or marine plants in a certain area, specifically, detecting the number of organisms and plants in a certain area in a certain period of time, so as to perform a biological habit analysis or a growth analysis.
In this analysis, the detected biomass and plant count are the primary data of the analysis, and for this purpose, the biomass and plant count in the data are used for verification in the subsequent verification or secondary analysis.
In order to meet the above requirements, in the present embodiment, the check item information is a check item list composed of a plurality of items of data required for checking, and the list contains a plurality of items of names.
Wherein, as an example, the extracting feature data from the device monitoring data based on the verification item information may include the sub-steps of:
And S21, if the check item information is a check item list, identifying the name of each item of data contained in the check item list, and extracting to obtain a plurality of data names.
S22, extracting corresponding project data from the equipment monitoring data according to each data name, and calculating a data capacity value of each project data.
S23, if the data capacity value is smaller than a preset capacity value, taking the project data as characteristic data.
S24, if the data capacity value is larger than a preset capacity value, intercepting the project data according to the preset capacity value to obtain characteristic data.
In one implementation, if the verification item information is a verification item list, the verification item list contains data of a plurality of items to be counted or checked, and names of the data. Thus, the name of each item of data contained in the check item list can be identified, and a plurality of data names can be extracted.
Then, matching can be performed in the device monitoring data according to each data name, so that corresponding project data can be extracted from the device monitoring data.
Because the same name data may be multiple, if each data is extracted, the time is long, the amount of data stored later is large, and the workload of checking processing is also high. To reduce the number, a data capacity value of each item data may be calculated. For example, some item of data xx has a data capacity value of 10 megabytes, some item of data aa has a data capacity value of 512k.
If the data capacity value is smaller than the preset capacity value, the extracted project data can be directly used as the characteristic data.
Otherwise, if the data capacity value is larger than the preset capacity value, the data quantity is larger, the data quantity is required to be reduced and screened, and the project data can be intercepted according to the preset capacity value to obtain the characteristic data.
For example, if the preset capacity value is one megabyte, and the data xx has a data capacity value of 10 megabytes and a data capacity value greater than the preset capacity value, 1 megabyte of the 10 megabytes of item data can be extracted, and the megabyte of item data can be used as characteristic data.
In an alternative embodiment, since the extracted data is extracted by item name, the subsequent verification is also an audit of the amount of data to determine if there is a miss. In order to facilitate the subsequent rapid quantitative audit, determining whether the counted number of data is missing, wherein, as an example, the splicing and packaging of the feature data according to the verification item information, generating a digital certificate may include the following sub-steps:
s25, acquiring the arrangement sequence of a plurality of data names in the check item list.
S26, sequentially splicing the characteristic data according to the arrangement sequence to obtain spliced data.
And S27, packaging the spliced data by taking a list name field of the verification item list as an encryption key to obtain a digital certificate.
Specifically, the verification item list is composed of a plurality of data to be verified, and the plurality of data needs to be ordered, so that the corresponding sequence numbers exist. The sequence number of each data name in the check item list can be respectively determined, and then the data names are arranged from small to large according to the sequence number to obtain the arrangement sequence.
And then splicing the plurality of characteristic data one by one according to the arrangement sequence, thereby obtaining the data. Finally, in order to hook with the check item list later, a list name field of the check item list can be obtained, the list name is used as an encryption key, and the spliced data is packaged to obtain the digital certificate.
In an optional operation manner, in order to be hooked with the processing rule of the department where the researcher is located, after the digital certificate is generated, the digital certificate and the department processing rule of the researcher for verification processing can be associated, so that when the data is subsequently called, permission judgment processing can be performed according to the processing rule.
In yet another practical application scenario, the analysis of the monitored data may be ocean current prediction analysis, which requires predictive calculations.
In this analysis, the data involved in the calculation and the calculation process are the main data to be analyzed, and for this purpose, it is necessary to define the data involved in the calculation and the formulas at the time of the subsequent verification or audit.
To meet the need for a subsequent computational audit, wherein the extracting feature data from the device monitoring data based on the verification item information may include the sub-steps of:
and S31, if the verification item information is calculation processing proofreading, determining each parameter definition of a calculation formula contained in the calculation processing proofreading.
S32, searching corresponding definition data from the device monitoring data according to the fields corresponding to the parameter definitions.
S33, extracting the numerical value of the middle interval from each definition data to obtain the characteristic data.
In one mode of operation, if the verification item information is a calculation process collation, one or more calculation formulas contained in the calculation process collation may be determined first, and optionally, a calculation algorithm or a calculation flow may be also determined.
And then determining a plurality of parameters contained in each calculation formula, and acquiring definition information of each parameter to obtain parameter definition.
Because the parameter definition contains the description of the parameter and the content of the parameter, the fields contained in the parameter definition can be determined, then the fields of each parameter definition are matched with a plurality of data contained in the device monitoring data, and the data matched with the fields of the parameter definition are searched for, so that a plurality of corresponding definition data are obtained.
In the calculation process, in order to reduce the calculation error, the initial data and the end data are generally removed, and the calculation is performed using the data of the middle part. In the subsequent auditing and checking process, the data of the middle part can be reserved. Because the plant monitoring data is real-time and continuously acquired data, for example, predictive calculations of ocean currents, it may be continuously acquired ocean flow rates for one day or week. Specifically, the numerical value of the middle interval can be extracted from each definition data according to the acquired time to obtain the characteristic data.
Alternatively, if the data capacity value of the collected feature data is too large, it may be screened in the manner of the above embodiment, and only the data with the corresponding capacity is adopted as the feature data.
In an alternative embodiment, since the characteristic data is a corresponding value of a specific parameter, if the value of each data is changed or modified, a subsequent verification error may be caused. To avoid errors in subsequent audits or checks, wherein, as an example, the splicing and packaging of the feature data according to the check item information to generate a digital certificate may include the following sub-steps:
s34, acquiring a termination time node for completing detection and extracting a plurality of digital fields of the termination time node.
And S35, encrypting each characteristic data by adopting the digital field to obtain a plurality of digital encrypted data.
S36, combining and packaging a plurality of digital encryption data to generate digital certificates.
Specifically, the termination time node that completes the detection or prediction calculation at this time may be obtained, and at the same time, a field corresponding to the termination time node may be obtained. The field corresponds to the field of the respective time number of the termination time node. For example, if the termination time node of completion is 2023, 08, 09, 18, 40 minutes, then the corresponding field is "202308091840".
Each feature data may be encrypted using "202308091840" to obtain a number of digitally encrypted data. And then splicing or merging the characteristic data according to the sequence of the acquisition time of the characteristic data, and finally packaging to obtain the digital certificate.
In order to be able to hook the processing rules of the department of the researcher, the digital certificate may be associated with the department processing rules of the researcher who performs the verification processing after the digital certificate is generated in the manner of the above embodiment.
In still another practical application scenario, the analysis processing of the device monitoring data may be image recognition processing of a certain area, specifically detecting the recognition of a specific organism or plant in a certain period, and determining the growth habit or growth morphology of the organism according to the recognized organism or plant.
In this analysis, it is necessary to verify the recognized image, and in order to meet the above requirements, in this embodiment, the verification item information is image verification information which is the verification of the recognized object image.
Wherein, as an example, the extracting feature data from the device monitoring data based on the verification item information may include the sub-steps of:
s41, if the verification item information is image verification, obtaining image information required by the image verification, wherein the image information comprises an image chromaticity value, an image contour and an image texture.
S42, respectively extracting corresponding information data from the equipment monitoring data according to the image chromaticity value, the image contour and the image texture.
S43, carrying out format conversion on the information data to obtain feature data.
Specifically, if the verification item information is image verification, the object identified by the image needs to be verified, and image information required by the image verification can be obtained, wherein the image information comprises an image chromaticity value, an image contour and an image texture. The identified object may be verified by image colorimetric values, image contours, and image textures.
In order to meet the subsequent verification requirements, corresponding information data can be extracted from the device monitoring data according to the image chromaticity values, the image outlines and the image textures respectively. The specific information data may be specific image chrominance values, contour information and texture related information.
Since the formats of the respective data may be different, it is necessary to perform format conversion on the information data so as to form data of a uniform format, so that the feature data can be obtained.
In an alternative embodiment, after each feature data about an image is acquired, the feature data and its corresponding image need to be integrated together to allow it to generate digital certificates.
Wherein, as an example, the splicing and packaging the feature data according to the verification item information to generate a digital certificate may include the following sub-steps:
s44, randomly extracting a plurality of detection images from the equipment monitoring data.
S45, combining and packaging the detection images and the characteristic data to generate a digital certificate.
Because the data to be extracted is the data about the images, a plurality of related images need to be extracted for facilitating subsequent auditing and checking, a plurality of detection images can be arbitrarily extracted from the equipment monitoring data, or a plurality of images which can be identified to obtain the outline or shape of marine organisms and marine plants can be screened from the equipment monitoring data, so as to obtain a plurality of detection images.
In an embodiment, since subsequent verification and auditing are required, in order to facilitate a researcher to quickly extract required data and test results for verification and auditing, for example, after the step of splicing and packaging the feature data according to the verification item information and generating a digital certificate, the method further includes:
s51, generating a certificate serial number corresponding to the digital certificate, and sending the certificate serial number to a corresponding checking terminal.
Specifically, the corresponding credential serial number may be generated according to time, type, and data size of the digital credential.
And then the certificate serial number is sent to the corresponding checking terminal. The inspection terminal may be an intelligent terminal or system of a researcher who is subsequently responsible for checking and auditing.
S13, marking the digital certificate as a data mark, and marking the digital certificate in the data item of the detection result.
After the digital certificate is generated, the digital certificate can be used as a data mark, and then the data mark is added into the detection result, so that the detection result containing the digital certificate can be directly stored, all data related to the detection result are not required to be stored, the stored data quantity can be reduced, and the pressure and the cost of data storage are reduced.
In one implementation, the digital voucher may be marked in any one of the data items of the test results.
Specifically, according to the foregoing description, the detection result may include the composition of statistical data, the predictive calculation result, the image recognition result, and the like.
Alternatively, if the data is composed, the digital certificate may be used as the last data, and added to the last statistical data item to be used as the mark.
If the calculation result is predicted, the digital certificate and the prediction calculation result can be associated and hooked, so that the digital certificate can be used as a mark.
If the image is identified, the digital certificate can be added to the edge of the identified image to be used as the image mark.
The various marking modes can be adjusted according to actual needs. When the researcher needs to extract and check later, the researcher can directly search in the storage area according to the mark of the digital certificate, so that a detection result can be obtained, and data required by the check can be extracted according to the digital certificate, thereby being convenient for the quick check process.
In this embodiment, the embodiment of the present invention provides a method for marking a device monitoring result, which has the following beneficial effects: the invention can pre-determine the related content of the subsequent check item, extract the corresponding characteristic data from the monitoring data based on the check item content, splice and package the characteristic data into a digital certificate, and add the digital certificate into an analysis result as a mark for use in check; and the method does not need to store all real-time monitoring data, and only needs to keep characteristic data and detection results required by verification, so that the storage space can be reduced, the cost of data storage and management is reduced, and the subsequent data searching can be conveniently performed for verification processing.
Referring to fig. 2, a flow chart of a method for verifying device monitoring data according to an embodiment of the present invention is shown.
In one embodiment, the method is applicable to a smart terminal or system of a researcher who is responsible for data verification processing.
Wherein, as an example, the verification method of the device monitoring data may include:
s61, after receiving login information of researchers and determining login rights based on the login information, acquiring a certificate serial number.
In one embodiment, login information of a researcher responsible for data verification processing may be obtained, whether the researcher has login and verification authority is determined according to the login information, and after the login authority is determined, the inputted credential serial number may be obtained.
It should be noted that, the permission determination mode may be determined as in a conventional account login mode. The credential serial number may correspond to the credential serial number generated according to the digital credential described in the foregoing embodiment.
S62, searching and obtaining a digital certificate based on the certificate serial number, wherein the digital certificate is generated by the marking method of the equipment monitoring result according to the embodiment.
Specifically, according to the content parsed in the above embodiment, after the digital certificate is generated, the corresponding certificate serial number is generated according to the digital certificate, and thus the digital certificate is associated with the certificate serial number. The corresponding digital voucher may be looked up in a storage area or a storage database according to the voucher serial number.
And S63, after searching the corresponding detection result according to the digital certificate, unsealing the digital certificate to obtain unsealed data, and checking the detection result by using the unsealed data.
Because the digital certificate is added in the corresponding detection result, the corresponding detection result can be obtained according to the digital certificate. After the detection result is searched, the digital certificate can be directly unpacked to obtain unpacked data, and the unpacked data can comprise characteristic data required by verification and processing rules of departments where researchers are located. The detection result can be subjected to targeted verification processing according to rules and characteristic data.
In an alternative embodiment, the verification process may include the steps of:
s631, determining detection items of the detection results, and performing verification calculation on the unpacking data according to the detection items to obtain calculation results.
S632, if the result difference between the calculation result and the detection result is larger than a preset difference, determining that the verification is not passed.
S633, if the result difference between the calculation result and the detection result is smaller than a preset difference, determining that the verification is passed.
Since the prior detection includes data composition, predictive computation, image recognition, and the like. Related items detected in advance can be determined to obtain a detected item, and verification calculation can be performed by adopting unpacking data according to the detected item to obtain a calculation result.
And comparing the calculation result with the detection result, and if the two data have larger difference, determining that the verification is not passed. Conversely, if the two data differ less, a verification pass may be determined.
For example, the previous detection is predictive calculation, the decapsulation data can be recalculated according to the detection item, if the difference between the recalculated calculation result and the detection result is greater than the preset difference, it is indicated that the previous calculation may be in error, and it can be determined that the verification is failed; and vice versa.
For another example, the prior detection is image recognition, the deblocking data can be adopted again according to the detection items to perform image recognition, then the image deviation of two recognition results is calculated, if the image deviation is larger than a preset difference value, the prior recognition is proved to be possibly wrong, and the fact that the verification is failed can be determined; and vice versa.
In this embodiment, the embodiment of the present invention provides a method for checking device monitoring data, which has the following beneficial effects: after determining the login authority of a researcher, the invention can acquire the personal certificate serial number, find the digital certificate and the corresponding detection result according to the certificate serial number, and check the detection result by using the unpacked digital certificate to determine whether the data detection is wrong or not, thereby improving the processing precision and efficiency of the data.
The embodiment of the invention also provides a device for marking the device monitoring result, and referring to fig. 3, a schematic structural diagram of the device for marking the device monitoring result is shown.
Wherein, as an example, the marking means of the device monitoring result may comprise:
the information acquisition module 301 is configured to acquire verification project information, where the verification project information is project content that performs audit and verification on a detection result after detection is completed by using equipment monitoring data acquired by marine detection equipment in real time to obtain the detection result;
the extraction data module 302 is configured to extract feature data from the device monitoring data based on the verification project information, and splice and package the feature data according to the verification project information to generate a digital certificate;
And the result marking module 303 is used for marking the digital certificate in the data item of the detection result by taking the digital certificate as a data mark.
Optionally, the extracting feature data from the device monitoring data based on the verification item information includes:
if the check item information is a check item list, identifying the name of each item of data contained in the check item list, and extracting to obtain a plurality of data names;
extracting corresponding project data from the equipment monitoring data according to each data name, and calculating a data capacity value of each project data;
if the data capacity value is smaller than a preset capacity value, taking the project data as characteristic data;
and if the data capacity value is larger than the preset capacity value, intercepting the project data according to the preset capacity value to obtain characteristic data.
Optionally, the splicing and packaging the feature data according to the verification project information to generate a digital certificate, including:
acquiring the arrangement sequence of a plurality of data names in the check item list;
sequentially splicing a plurality of characteristic data according to the arrangement sequence to obtain spliced data;
And packaging the spliced data by taking the list name field of the check item list as an encryption key to obtain a digital certificate.
Optionally, the extracting feature data from the device monitoring data based on the verification item information includes:
if the verification item information is calculation processing proofreading, determining each parameter definition of a calculation formula contained in the calculation processing proofreading;
searching corresponding definition data from the device monitoring data according to the fields corresponding to the parameter definitions;
and extracting the numerical value of the middle interval from each definition data to obtain the characteristic data.
Optionally, the splicing and packaging the feature data according to the verification project information to generate a digital certificate, including:
acquiring a termination time node for completing detection and extracting a plurality of digital fields of the termination time node;
encrypting each characteristic data by adopting the digital field to obtain a plurality of digital encrypted data;
and combining and packaging a plurality of digital encryption data to generate digital credentials.
Optionally, the extracting feature data from the device monitoring data based on the verification item information includes:
If the verification project information is image verification, acquiring image information required by the image verification, wherein the image information comprises an image chromaticity value, an image contour and an image texture;
respectively extracting corresponding information data from the equipment monitoring data according to the image chromaticity value, the image contour and the image texture;
and carrying out format conversion on the information data to obtain characteristic data.
Optionally, the splicing and packaging the feature data according to the verification project information to generate a digital certificate, including:
randomly extracting a plurality of detection images from the equipment monitoring data;
and combining and packaging the detection images and the characteristic data to generate a digital certificate.
Optionally, the apparatus further comprises:
and the generation credential module is used for generating a credential serial number corresponding to the digital credential and sending the credential serial number to a corresponding checking terminal.
The embodiment of the invention also provides a device for checking the device monitoring data, and referring to fig. 4, a schematic structural diagram of the device for checking the device monitoring data is shown.
Wherein, as an example, the checking means of the device monitoring data may include:
The credential acquisition module 401 is configured to acquire a credential serial number after receiving login information of a researcher and determining login rights based on the login information;
a searching credential module 402, configured to obtain a digital credential based on the credential serial number, where the digital credential is generated according to the marking method of the device monitoring result as described above;
and the verification processing module 403 is configured to unpack the digital certificate to obtain unpacked data after searching the corresponding detection result according to the digital certificate, and perform verification processing on the detection result by using the unpacked data.
Optionally, the verification process includes:
determining a detection item of the detection result, and performing verification calculation on the unpacking data according to the detection item to obtain a calculation result;
if the result difference between the calculation result and the detection result is larger than a preset difference, determining that the verification is not passed;
and if the result difference between the calculation result and the detection result is smaller than a preset difference, determining that the verification is passed.
It will be clearly understood by those skilled in the art that, for convenience and brevity, the specific working process of the apparatus described above may refer to the corresponding process in the foregoing method embodiment, which is not described herein again.
Further, an embodiment of the present application further provides an electronic device, including: the device monitoring data verification method comprises a memory, a processor and a computer program stored in the memory and capable of running on the processor, wherein the processor is used for realizing the device monitoring result marking method or the device monitoring data verification method according to the embodiment when executing the program.
Further, an embodiment of the present application also provides a computer-readable storage medium storing a computer-executable program for causing a computer to execute the marking method of the device monitoring result or the verification method of the device monitoring data as described in the above embodiment.
It will be appreciated by those skilled in the art that embodiments of the present application may also be provided including a computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present application is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), devices and computer program products according to embodiments of the application. It will be understood that each flow and/or block of the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
The foregoing is merely a preferred embodiment of the present invention, and it should be noted that modifications and variations could be made by those skilled in the art without departing from the technical principles of the present invention, and such modifications and variations should also be regarded as being within the scope of the invention.

Claims (10)

1. A method for marking device monitoring results, the method comprising:
acquiring verification project information, wherein the verification project information is project content which is checked and verified on a detection result after detection is completed by using equipment monitoring data acquired by marine detection equipment in real time to obtain the detection result;
extracting characteristic data from the equipment monitoring data based on the verification project information, and splicing and packaging the characteristic data according to the verification project information to generate a digital certificate;
And marking the digital certificate in the data item of the detection result by taking the digital certificate as a data mark.
2. The method for marking results of equipment monitoring according to claim 1, wherein the extracting feature data from the equipment monitoring data based on the verification item information comprises:
if the check item information is a check item list, identifying the name of each item of data contained in the check item list, and extracting to obtain a plurality of data names;
extracting corresponding project data from the equipment monitoring data according to each data name, and calculating a data capacity value of each project data;
if the data capacity value is smaller than a preset capacity value, taking the project data as characteristic data;
and if the data capacity value is larger than the preset capacity value, intercepting the project data according to the preset capacity value to obtain characteristic data.
3. The method for marking the device monitoring result according to claim 2, wherein the splicing and packaging the feature data according to the verification item information to generate a digital certificate comprises:
acquiring the arrangement sequence of a plurality of data names in the check item list;
Sequentially splicing a plurality of characteristic data according to the arrangement sequence to obtain spliced data;
and packaging the spliced data by taking the list name field of the check item list as an encryption key to obtain a digital certificate.
4. The method for marking results of equipment monitoring according to claim 1, wherein the extracting feature data from the equipment monitoring data based on the verification item information comprises:
if the verification item information is calculation processing proofreading, determining each parameter definition of a calculation formula contained in the calculation processing proofreading;
searching corresponding definition data from the device monitoring data according to the fields corresponding to the parameter definitions;
and extracting the numerical value of the middle interval from each definition data to obtain the characteristic data.
5. The method for marking the device monitoring result according to claim 4, wherein the splicing and packaging the feature data according to the verification item information to generate a digital certificate comprises:
acquiring a termination time node for completing detection and extracting a plurality of digital fields of the termination time node;
encrypting each characteristic data by adopting the digital field to obtain a plurality of digital encrypted data;
And combining and packaging a plurality of digital encryption data to generate digital credentials.
6. The method for marking results of equipment monitoring according to claim 1, wherein the extracting feature data from the equipment monitoring data based on the verification item information comprises:
if the verification project information is image verification, acquiring image information required by the image verification, wherein the image information comprises an image chromaticity value, an image contour and an image texture;
respectively extracting corresponding information data from the equipment monitoring data according to the image chromaticity value, the image contour and the image texture;
and carrying out format conversion on the information data to obtain characteristic data.
7. The method for marking the device monitoring result according to claim 6, wherein the splicing and packaging the feature data according to the verification item information to generate a digital certificate comprises:
randomly extracting a plurality of detection images from the equipment monitoring data;
and combining and packaging the detection images and the characteristic data to generate a digital certificate.
8. The method for marking results of equipment monitoring according to any one of claims 2-4, wherein after the step of splicing and packaging the feature data according to the verification item information to generate a digital certificate, the method further comprises:
Generating a certificate serial number corresponding to the digital certificate, and sending the certificate serial number to a corresponding checking terminal.
9. A method for verifying device monitoring data, the method comprising:
after receiving login information of researchers and determining login rights based on the login information, acquiring a credential serial number;
obtaining a digital certificate based on the certificate serial number in a searching way, wherein the digital certificate is generated according to the marking method of the equipment monitoring result of any one of claims 1-8;
after searching the corresponding detection result according to the digital certificate, unsealing the digital certificate to obtain unsealed data, and checking the detection result by using the unsealed data.
10. The method for verifying device monitoring data of claim 9, wherein the verification process comprises:
determining a detection item of the detection result, and performing verification calculation on the unpacking data according to the detection item to obtain a calculation result;
if the result difference between the calculation result and the detection result is larger than a preset difference, determining that the verification is not passed;
and if the result difference between the calculation result and the detection result is smaller than a preset difference, determining that the verification is passed.
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Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111061706A (en) * 2019-11-07 2020-04-24 浙江大华技术股份有限公司 Face recognition algorithm model cleaning method and device and storage medium
CN112241328A (en) * 2020-09-10 2021-01-19 长沙市到家悠享网络科技有限公司 Data processing method, device and system
CN113742547A (en) * 2021-08-30 2021-12-03 康键信息技术(深圳)有限公司 Service data processing method, uploading method, device, equipment and storage medium
CN115578765A (en) * 2022-09-15 2023-01-06 浙江大华技术股份有限公司 Target identification method, device, system and computer readable storage medium
CN116069969A (en) * 2023-01-17 2023-05-05 中山市讯华软件有限公司 Image retrieval method, device and storage medium
CN116091071A (en) * 2023-01-06 2023-05-09 上海峰沄网络科技有限公司 Verification method, device, equipment and storage medium for order dispensing
CN116186068A (en) * 2023-04-27 2023-05-30 壹纬科技(北京)有限公司 Clinical trial result analysis report auditing method, system and medium

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111061706A (en) * 2019-11-07 2020-04-24 浙江大华技术股份有限公司 Face recognition algorithm model cleaning method and device and storage medium
CN112241328A (en) * 2020-09-10 2021-01-19 长沙市到家悠享网络科技有限公司 Data processing method, device and system
CN113742547A (en) * 2021-08-30 2021-12-03 康键信息技术(深圳)有限公司 Service data processing method, uploading method, device, equipment and storage medium
CN115578765A (en) * 2022-09-15 2023-01-06 浙江大华技术股份有限公司 Target identification method, device, system and computer readable storage medium
CN116091071A (en) * 2023-01-06 2023-05-09 上海峰沄网络科技有限公司 Verification method, device, equipment and storage medium for order dispensing
CN116069969A (en) * 2023-01-17 2023-05-05 中山市讯华软件有限公司 Image retrieval method, device and storage medium
CN116186068A (en) * 2023-04-27 2023-05-30 壹纬科技(北京)有限公司 Clinical trial result analysis report auditing method, system and medium

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
关煜: ""基于WEBGIS的海洋科学数据资源管理服务平台的研究与现实"", 《中国优秀硕士学位论文全文数据库(基础科学辑)》, no. 11, pages 010 - 14 *

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