CN112990870A - Patrol file generation method and device based on nuclear power equipment and computer equipment - Google Patents
Patrol file generation method and device based on nuclear power equipment and computer equipment Download PDFInfo
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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- G—PHYSICS
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Abstract
The application relates to a method and a device for generating a patrol file based on nuclear power equipment and computer equipment. The method comprises the following steps: acquiring a nuclear power equipment inspection task; identifying an equipment coding image corresponding to nuclear power equipment to be inspected according to the nuclear power equipment inspection task to obtain nuclear power equipment information corresponding to the nuclear power equipment to be inspected; acquiring a preset statistical strategy, and extracting target equipment information which accords with the preset statistical strategy from the nuclear power equipment information; carrying out anomaly detection on the nuclear power equipment to be inspected according to the nuclear power equipment information to obtain an anomaly detection result; and counting the target equipment information and the abnormal detection result, and generating a routing inspection file corresponding to the nuclear power equipment to be routed. By adopting the method, the time spent on generating the inspection file can be shortened, and the generation efficiency of the inspection file is effectively improved.
Description
Technical Field
The application relates to the technical field of computers, in particular to a method and a device for generating a patrol file based on nuclear power equipment, computer equipment and a storage medium.
Background
With the gradual development of nuclear power technology, nuclear power equipment in a nuclear power station is larger and larger in scale. In order to ensure the safe and normal operation of the nuclear power plant, the normal operation of each nuclear power device in the nuclear power plant needs to be ensured. The inspection of each nuclear power device in the nuclear power plant becomes one of the conventional common modes for ensuring the normal operation of the nuclear power plant.
In the traditional inspection process, workers are generally required to manually record various pieces of equipment information corresponding to nuclear power equipment one by one to obtain inspection files of the nuclear power equipment. However, because the number of nuclear power equipment is large, it takes a lot of time to manually record a plurality of items of equipment information of the nuclear power equipment to generate the inspection file, and the efficiency of generating the inspection file is low.
Disclosure of Invention
In view of the foregoing, it is desirable to provide a method, an apparatus, a computer device, and a storage medium for generating a patrol file based on nuclear power equipment, which can improve generation efficiency of the patrol file.
A routing inspection file generation method based on nuclear power equipment comprises the following steps:
acquiring a nuclear power equipment inspection task;
identifying an equipment coding image corresponding to nuclear power equipment to be inspected according to the nuclear power equipment inspection task to obtain nuclear power equipment information corresponding to the nuclear power equipment to be inspected;
acquiring a preset statistical strategy, and extracting target equipment information which accords with the preset statistical strategy from the nuclear power equipment information;
carrying out anomaly detection on the nuclear power equipment to be inspected according to the nuclear power equipment information to obtain an anomaly detection result;
and counting the target equipment information and the abnormal detection result, and generating a routing inspection file corresponding to the nuclear power equipment to be routed.
In one embodiment, the preset statistical strategy includes a statistical condition and an attribute to be statistically calculated, and the acquiring the preset statistical strategy, and the extracting target device information conforming to the preset statistical strategy from the nuclear power device information includes:
acquiring equipment state information corresponding to the nuclear power equipment to be inspected;
verifying the equipment state information according to the statistical conditions;
and when the verification is successful, extracting equipment attribute information corresponding to the attribute to be counted from the nuclear power equipment information to obtain target equipment information.
In one embodiment, the nuclear power equipment information includes equipment operation data within a preset time period, and the performing anomaly detection on the nuclear power equipment to be inspected according to the nuclear power equipment information to obtain an anomaly detection result includes:
acquiring a target equipment type corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment information;
calling an abnormality detection model, wherein the abnormality detection model comprises detection submodels corresponding to various equipment types;
and inputting the equipment operation data in the preset time period into the abnormality detection model, and performing abnormality detection through a detection sub-model corresponding to the type of the target equipment to obtain an abnormality detection result.
In one embodiment, the identifying, according to the nuclear power equipment inspection task, the equipment code image corresponding to the nuclear power equipment to be inspected to obtain the nuclear power equipment information corresponding to the nuclear power equipment to be inspected includes:
acquiring an equipment label image corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment inspection task;
identifying the equipment coding image in the equipment label image to obtain an equipment coding sequence corresponding to the nuclear power equipment to be inspected;
and analyzing the equipment coding sequence to obtain nuclear power equipment information corresponding to the nuclear power equipment to be inspected.
In one embodiment, the method further comprises:
screening nuclear power equipment in the inspection file according to the abnormal detection result to obtain an abnormal nuclear power equipment identifier;
acquiring an abnormal equipment type corresponding to the abnormal nuclear power equipment identifier;
determining equipment priority among the abnormal nuclear power equipment identifications according to the abnormal equipment type and the abnormal detection result;
and generating an abnormal nuclear power equipment maintenance work order carrying the abnormal nuclear power equipment identification according to the equipment priority.
In one embodiment, the method further comprises:
acquiring abnormal nuclear power equipment position information corresponding to the abnormal nuclear power equipment identification;
acquiring current position information of a maintainer identifier corresponding to the abnormal equipment type according to the abnormal nuclear power equipment identifier;
determining the maintainer priority between the maintainer marks according to the position information of the abnormal nuclear power equipment and the current position information;
and determining a target maintainer identifier according to the maintainer priority, and sending the abnormal nuclear power equipment maintenance work order to a maintenance terminal corresponding to the target maintainer identifier.
A patrol file generation device based on nuclear power equipment comprises:
the image identification module is used for acquiring a nuclear power equipment inspection task; identifying an equipment coding image corresponding to nuclear power equipment to be inspected according to the nuclear power equipment inspection task to obtain nuclear power equipment information corresponding to the nuclear power equipment to be inspected;
the information extraction module is used for acquiring a preset statistical strategy and extracting target equipment information which accords with the preset statistical strategy from the nuclear power equipment information;
the abnormality detection module is used for carrying out abnormality detection on the nuclear power equipment to be patrolled according to the nuclear power equipment information to obtain an abnormality detection result;
and the file generation module is used for counting the target equipment information and the abnormal detection result and generating an inspection file corresponding to the nuclear power equipment to be inspected.
In one embodiment, the preset statistical strategy comprises a statistical condition and an attribute to be counted, and the information extraction module is further configured to obtain device state information corresponding to the nuclear power device to be inspected; verifying the equipment state information according to the statistical conditions; and when the verification is successful, extracting equipment attribute information corresponding to the attribute to be counted from the nuclear power equipment information to obtain target equipment information.
The computer equipment comprises a memory and a processor, wherein the memory stores a computer program, and the processor realizes the steps in the patrol file generation method based on the nuclear power equipment when executing the computer program.
A computer-readable storage medium, on which a computer program is stored, which, when executed by a processor, implements the steps in the above-described patrol file generation method based on nuclear power equipment.
According to the inspection file generation method and device based on the nuclear power equipment, the computer equipment and the storage medium, the equipment code image corresponding to the nuclear power equipment to be inspected is identified through the nuclear power equipment inspection task, and the nuclear power equipment information corresponding to the nuclear power equipment to be inspected is obtained. And extracting target equipment information meeting the preset statistical strategy from the nuclear power equipment information by acquiring the preset statistical strategy, and performing anomaly detection on the nuclear power equipment to be patrolled according to the nuclear power equipment information to obtain an anomaly detection result. And counting the target equipment information and the abnormal detection result, and generating a routing inspection file corresponding to the nuclear power equipment to be routed. The equipment information of the nuclear power equipment to be inspected does not need to be recorded manually, the time spent on generating the inspection file is shortened, and the generation efficiency of the inspection file is effectively improved.
Drawings
FIG. 1 is an application environment diagram of a nuclear power equipment-based patrol file generation method in an embodiment;
FIG. 2 is a schematic flow chart of a method for generating a patrol file based on nuclear power equipment in an embodiment;
FIG. 3 is a schematic flow chart of a patrol file generation method based on nuclear power equipment in another embodiment;
FIG. 4 is a block diagram of an embodiment of a patrol file generation apparatus based on nuclear power equipment;
FIG. 5 is a diagram illustrating an internal structure of a computer device according to an embodiment.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the present application is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the present application and are not intended to limit the present application.
The routing inspection file generation method based on the nuclear power equipment can be applied to a terminal and can also be applied to a server. Taking the application to the terminal as an example, the method can be applied to the application environment shown in fig. 1. Wherein the terminal 102 and the server 104 communicate via a network. The terminal 102 acquires a nuclear power equipment inspection task. The terminal 102 identifies the equipment code image corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment inspection task to obtain nuclear power equipment information corresponding to the nuclear power equipment to be inspected. The terminal 102 acquires a preset statistical strategy, and extracts target equipment information conforming to the preset statistical strategy from the nuclear power equipment information. The terminal 102 performs anomaly detection on the nuclear power equipment to be inspected according to the nuclear power equipment information to obtain an anomaly detection result. The terminal 102 counts the target equipment information and the abnormal detection result, and generates a routing inspection file corresponding to the nuclear power equipment to be routed. The terminal 102 may be, but not limited to, various personal computers, notebook computers, smart phones, tablet computers, and portable wearable devices, and the server 104 may be implemented by an independent server or a server cluster formed by a plurality of servers.
In an embodiment, as shown in fig. 2, a method for generating a patrol file based on nuclear power equipment is provided, which is described by taking the application of the method to the terminal 102 in fig. 1 as an example, and includes the following steps:
The nuclear power equipment refers to component equipment of a nuclear power station, and the nuclear power equipment can comprise nuclear island equipment, conventional island equipment and auxiliary system equipment. In order to acquire the operating condition of the nuclear power equipment, discover the abnormality of the nuclear power equipment and the hidden danger endangering the safety of the nuclear power equipment, the nuclear power equipment can be patrolled. The terminal can obtain the nuclear power equipment inspection task. The nuclear power equipment inspection task can be generated by triggering of inspection personnel corresponding to the terminal. The inspection personnel can be specifically workers for inspecting nuclear power equipment in the nuclear power station. For example, when an inspector inspects nuclear power equipment, the inspector can trigger an inspection control displayed by the terminal through the corresponding display interface, and the terminal generates a corresponding nuclear power equipment inspection task. The terminal can also automatically generate a nuclear power equipment inspection task according to the acquired inspection work order, so that inspection of the nuclear power equipment to be inspected is carried out, and an inspection file is generated according to an inspection result obtained after inspection, so that the time spent by inspection personnel for manually recording the inspection result to generate the inspection file is reduced.
And 204, identifying the equipment code image corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment inspection task to obtain nuclear power equipment information corresponding to the nuclear power equipment to be inspected.
The terminal can execute a nuclear power equipment inspection task, and identifies the equipment coding image corresponding to the nuclear power equipment to be inspected to obtain nuclear power equipment information corresponding to the nuclear power equipment to be inspected. Specifically, the nuclear power equipment to be inspected can be a plurality of nuclear power equipment which need to be inspected or are prepared to start to be detected, and a nuclear power equipment inspection task generally needs to inspect the plurality of nuclear power equipment. Plural may mean two or more.
The equipment code image can be a graphic code uniquely associated with the nuclear power equipment, and specifically, the equipment code image can be a two-dimensional code or a bar code. The equipment coded image can be generated by coding nuclear power equipment information in advance according to coding rules, and the equipment coded image can be pre-posted on corresponding nuclear power equipment after being generated. The equipment coding image can be recorded in a nuclear power equipment label corresponding to the nuclear power equipment.
The terminal can identify the equipment coding image corresponding to the nuclear power equipment to be patrolled and examined in various modes. For example, the terminal can obtain an inspection video or nuclear power equipment images shot by an inspection worker in the inspection process, wherein the inspection video comprises a plurality of frames of nuclear power equipment images. The nuclear power equipment image comprises an equipment code image corresponding to the nuclear power equipment to be inspected, and the terminal can identify the equipment code image in the shot nuclear power equipment image. The terminal can also call a camera corresponding to the terminal according to the nuclear power equipment inspection task, scan an equipment code image set on the nuclear power equipment to be inspected through the camera, and identify the scanned equipment code image. The equipment coding sequence corresponding to the equipment coding image and the nuclear power equipment information of the nuclear power equipment have a preset incidence relation, and the terminal can obtain the nuclear power equipment information corresponding to the nuclear power equipment to be inspected through identifying the equipment coding image.
The nuclear power equipment information comprises static equipment information and dynamic equipment information corresponding to the nuclear power equipment during inspection. The static equipment information refers to basic equipment information corresponding to the nuclear power equipment, and the static equipment information is usually not changed frequently. For example, the static device information may specifically include, but is not limited to, a device name, a device number, a device type, a device number, a department of the department, a name of a person in charge, and the like corresponding to the nuclear power device. The dynamic equipment information refers to operation information corresponding to the nuclear power equipment, and the dynamic equipment information generally fluctuates within a certain range according to the operation state of the nuclear power equipment, and the certain range refers to a fluctuation range corresponding to the operation information of the nuclear power equipment in a non-abnormal operation process.
And step 206, acquiring a preset statistical strategy, and extracting target equipment information which accords with the preset statistical strategy from the nuclear power equipment information.
The terminal can obtain a preset statistical strategy, wherein the preset statistical strategy refers to a statistical strategy of nuclear power equipment information required to be counted by the routing inspection file, which is preset according to actual application requirements. The preset statistical strategy can be stored in a terminal memory after being preset, so that the terminal can acquire the nuclear power equipment information included in the statistical routing inspection file of the preset statistical strategy. The preset statistical strategy can also be stored in a server, and the terminal communicates with the server through a network to acquire the preset statistical strategy from the server.
The terminal can extract target equipment information from the nuclear power equipment information according to the obtained preset statistical strategy, and the extracted target equipment information conforms to the preset statistical strategy. Specifically, the preset statistical strategy may include nuclear power equipment attributes required to be counted in the inspection file, and the nuclear power equipment attributes required to be counted may be recorded as attributes to be counted. The nuclear power equipment information may include equipment attribute information corresponding to a plurality of nuclear power equipment attributes. The terminal can extract attribute information to be counted corresponding to the attribute to be counted from the nuclear power equipment information according to a preset counting strategy, and the attribute information to be counted is recorded as target equipment information. The terminal extracts the target equipment information through the preset statistical strategy, and inspection personnel do not need to record the inspected nuclear power equipment information one by one, so that the efficiency of generating the inspection file is improved, and the accuracy of the inspection file is improved.
And 208, performing abnormity detection on the nuclear power equipment to be inspected according to the nuclear power equipment information to obtain an abnormity detection result.
And step 210, counting the target equipment information and the abnormal detection result, and generating a routing inspection file corresponding to the nuclear power equipment to be routed.
The terminal can perform abnormity detection on the nuclear power equipment to be inspected according to the acquired nuclear power equipment information to obtain an abnormity detection result. Specifically, the terminal can call an abnormality detection model, and the abnormality detection model is used for carrying out abnormality detection on the nuclear power equipment information to obtain an abnormality detection result output by the abnormality detection model. The anomaly detection model can be pre-established and trained, and can be configured at the terminal, so that the terminal calls the anomaly detection model to perform anomaly detection. The anomaly detection model can be established based on a neural network, and can be obtained through supervised learning training or unsupervised learning training.
In one embodiment, the terminal can also obtain standard operation data corresponding to the nuclear power equipment to be inspected, wherein the standard operation data refers to standard attribute information corresponding to multiple nuclear power equipment attributes in the operation process of the nuclear power equipment to be inspected. The standard operation data can be a specific attribute value, and can also be an attribute data range corresponding to the attribute of the nuclear power equipment. The terminal can compare the nuclear power equipment information with the standard operation data, judge whether the nuclear power equipment information is consistent with the standard operation data, and determine an abnormal detection result according to the comparison result.
The terminal can perform abnormity detection on the operation condition of the nuclear power equipment to be patrolled according to the nuclear power equipment information corresponding to the nuclear power equipment to be patrolled, judge whether the operation process of the nuclear power equipment to be patrolled is abnormal or not, and obtain an abnormity detection result. The inspection personnel are not required to judge whether the nuclear power equipment to be inspected is abnormal or not according to personal experience, the time required by the inspection personnel to inspect the nuclear power equipment is shortened, and the accuracy of abnormal detection of the nuclear power equipment is effectively improved.
The inspection file is used for recording nuclear power equipment information corresponding to inspected nuclear power equipment, and the inspection file can be specifically a file in the form of a data table and the like. The terminal can count target equipment information and abnormal detection results corresponding to a plurality of nuclear power equipment to be patrolled and examined respectively, and generates a patrolling and examining file corresponding to the nuclear power equipment to be patrolled and examined. In one embodiment, the terminal can also upload the target equipment information and the abnormal detection result to the server, so that the server counts the target equipment information and the abnormal detection result corresponding to the nuclear power equipment to be detected, and generates the inspection file.
In the embodiment, the equipment code image corresponding to the nuclear power equipment to be inspected is identified through the nuclear power equipment inspection task, nuclear power equipment information corresponding to the nuclear power equipment to be inspected is obtained, and the efficiency of obtaining the nuclear power equipment information is improved. According to a preset statistical strategy, target equipment information which accords with the preset statistical strategy is extracted from the nuclear power equipment information, abnormal detection is carried out on nuclear power equipment to be patrolled according to the nuclear power equipment information, an abnormal detection result is obtained, and a patrolling file corresponding to the nuclear power equipment to be patrolled is generated by counting the target equipment information and the abnormal detection result. Compared with the traditional mode, the method has the advantages that the patrol personnel do not need to manually record the information of the patrolled nuclear power equipment one by one, errors caused by the patrol personnel accidentally are avoided, the accuracy of the nuclear power equipment information counted by the patrol files is guaranteed, the time spent for generating the patrol files is shortened, and the generation efficiency of the patrol files is effectively improved.
In one embodiment, the preset statistical strategy includes a statistical condition and an attribute to be statistically measured. The step of obtaining the preset statistical strategy and extracting the target equipment information meeting the preset statistical strategy from the nuclear power equipment information includes: acquiring equipment state information corresponding to nuclear power equipment to be inspected; verifying the equipment state information according to the statistical conditions; and when the verification is successful, extracting equipment attribute information corresponding to the attribute to be counted from the nuclear power equipment information to obtain target equipment information.
The preset statistical strategy can be preset according to the actual application requirement, and the preset statistical strategy can include a statistical condition and an attribute to be counted, and an association relationship exists between the statistical condition and the attribute to be counted. When the nuclear power equipment information corresponding to the nuclear power equipment to be inspected accords with different statistical conditions, different attributes to be counted, which have incidence relations with the statistical conditions, can be determined. In one embodiment, the terminal can perform identity authentication on the user, and when the identity authentication is successful, the statistical strategy can be adjusted according to a strategy adjustment instruction input by the user, so that the security and the flexibility of the statistical strategy are effectively improved.
The terminal can acquire equipment state information corresponding to the nuclear power equipment to be inspected from the nuclear power equipment information. The equipment state information is used for describing the operation state of the nuclear power equipment. The nuclear power equipment can correspondingly comprise different equipment state information when in different operation states. The device status information may specifically include, but is not limited to, normal, to-be-inspected, to-be-overhauled, to-be-activated, and abnormal status.
The statistical condition may specifically be a condition for the device status. For example, the statistical condition may specifically be that statistics is performed when the device state information meets or does not meet a certain state. The terminal can verify the equipment state information according to the statistical condition and verify whether the equipment state information meets the statistical condition. For example, the statistical condition may specifically be that nuclear power equipment information is counted when the equipment state information does not belong to the state to be overhauled, and the terminal may verify whether the equipment state information corresponding to the nuclear power equipment to be patrolled is the state to be overhauled according to the statistical condition. When the equipment state information corresponding to the nuclear power equipment to be inspected is the state to be overhauled, the verification failure is determined, the terminal can finish extracting the target equipment information, and the verification failure result is counted to the inspection file. The nuclear power equipment information is screened by judging the equipment state information, and abnormal detection is not needed to be carried out on the nuclear power equipment which is reported for maintenance, so that the inspection efficiency of the nuclear power equipment is effectively improved.
When the verification is successful, the terminal can extract the equipment attribute information corresponding to the attribute to be counted from the nuclear power equipment information. The attribute to be counted refers to the attribute of the nuclear power equipment which needs to be counted in the inspection file. When the inspection file records the inspected nuclear power equipment information in a data table form, the attribute to be counted can be a plurality of equipment information fields in the inspection file. The terminal may record the extracted device attribute information as target attribute information, where the target attribute information corresponds to an attribute to be counted.
In this embodiment, the equipment state information corresponding to the equipment to be inspected is verified through the statistical conditions included in the preset statistical strategy, so that the nuclear power equipment to be inspected is screened, the nuclear power equipment to be inspected, which does not need to count the nuclear power equipment information, is eliminated, unnecessary nuclear power equipment information is prevented from being counted by the terminal, and the efficiency of acquiring the target equipment information is improved. When the verification is successful, the equipment attribute information corresponding to the attribute to be counted is extracted to obtain the target equipment information, so that the target attribute information needing to be recorded to the inspection file is obtained, the inspection personnel do not need to manually record the target equipment information of the nuclear power equipment to be inspected, and the generation efficiency of the inspection file is effectively improved.
In one embodiment, the nuclear power equipment information includes equipment operation data within a preset time period, and the step of performing anomaly detection on the nuclear power equipment to be inspected according to the nuclear power equipment information to obtain an anomaly detection result includes: acquiring a target equipment type corresponding to nuclear power equipment to be inspected according to the nuclear power equipment information; calling an abnormality detection model, wherein the abnormality detection model comprises detection submodels corresponding to various equipment types; and inputting the equipment operation data in a preset time period into an abnormality detection model, and performing abnormality detection through a detection sub-model corresponding to the type of the target equipment to obtain an abnormality detection result.
The nuclear power equipment information acquired by the terminal comprises equipment operation data in a preset time period. The preset time period is a time length with a certain length preset according to actual requirements, and may be a time length before the nuclear power equipment information is acquired, and specifically, the preset time period may be one day, one week, one month, three months, six months, or the like in the past. The equipment operation data may include operation data of nuclear power equipment corresponding to multiple dimensions, and different nuclear power equipment corresponds to different equipment operation data. The terminal can acquire the type of the target equipment corresponding to the nuclear power equipment to be inspected from the nuclear power equipment information. The target equipment type refers to the equipment type corresponding to the nuclear power equipment to be patrolled and examined.
The terminal can call an abnormality detection model, the abnormality detection model comprises a plurality of parallel detection submodels, and the detection submodels correspond to the equipment types of the nuclear power equipment. The terminal can input the equipment operation data in a preset time period into the abnormity detection model, input the equipment operation data into the detection sub-model corresponding to the type of the target equipment according to the type of the target equipment corresponding to the nuclear power equipment to be inspected, and perform abnormity detection through the detection sub-model to obtain an abnormity detection result.
In the embodiment, the target equipment type corresponding to the nuclear power equipment to be inspected is obtained, and the abnormal detection is performed on the equipment operation data in the preset time period according to the detection sub-model corresponding to the target equipment type, so that the abnormal detection result is obtained, the operation condition of the nuclear power equipment does not need to be judged by a user according to personal experience, and the accuracy of the abnormal detection result is effectively improved.
In an embodiment, the step of identifying the equipment code image corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment inspection task to obtain the nuclear power equipment information corresponding to the nuclear power equipment to be inspected includes: acquiring an equipment label image corresponding to nuclear power equipment to be inspected according to the nuclear power equipment inspection task; identifying an equipment coding image in the equipment label image to obtain an equipment coding sequence corresponding to the nuclear power equipment to be inspected; and analyzing the equipment coding sequence to obtain nuclear power equipment information corresponding to the nuclear power equipment to be inspected.
The terminal can acquire the equipment label image corresponding to the nuclear power equipment to be patrolled and examined according to the nuclear power equipment patrolling and examining task. The equipment label image refers to image data of a nuclear power equipment label preset on nuclear power equipment to be inspected. The equipment label image can be shot by an inspection worker when the inspection is carried out, and can also be collected by a terminal through a corresponding camera scanning equipment label image. The nuclear power equipment label is preset with an equipment coding image, wherein the equipment coding image can be obtained by coding nuclear power equipment information in advance according to a set coding rule to obtain a coding sequence, and a coding image corresponding to the nuclear power equipment is generated according to the coding sequence. The device code image may be a two-dimensional code or a barcode.
The terminal can identify the equipment code image included in the equipment label image, and the equipment code image is analyzed to obtain an equipment code sequence corresponding to the nuclear power equipment to be inspected. The terminal can analyze the equipment coding sequence according to a preset coding rule to obtain nuclear power equipment information corresponding to the nuclear power equipment to be inspected. Each character in the equipment coding sequence is a code element, and the equipment coding sequence comprises an identification code and a check code. The identification code is a serial code comprising a set of data or letters. The check code is a symbol generated based on the identification code. Specifically, the terminal may extract a sequence code of a fixed number of bits from the device coding sequence, and record the extracted sequence code as the identification code. The terminal can decode the identification code according to the coding rule to obtain the nuclear power equipment identification corresponding to the nuclear power equipment to be patrolled, and the terminal can obtain the nuclear power equipment information corresponding to the nuclear power equipment to be patrolled according to the nuclear power equipment identification.
In one embodiment, when the device code image in the device label image is fuzzy and the device code image cannot be analyzed to obtain the device code sequence, the terminal can generate prompt information to prompt inspection personnel that the device code image is fuzzy and needs to be replaced. The terminal can also display the coding sequence input box through a corresponding display interface, so that inspection personnel can input the coding sequence corresponding to the nuclear power equipment to be inspected in the coding sequence input box.
In the embodiment, the equipment code sequence is obtained by acquiring the equipment label image corresponding to the nuclear power equipment to be inspected, and identifying the equipment code image in the equipment label image. Through analyzing the equipment coding sequence, nuclear power equipment information corresponding to the nuclear power equipment to be patrolled and examined is obtained, the patrolling and examining personnel only need shoot or scan the nuclear power equipment label set up on the nuclear power equipment to be patrolled and examined, the nuclear power equipment information does not need to be input by the patrolling and examining personnel, the efficiency of obtaining the nuclear power equipment information corresponding to the nuclear power equipment to be patrolled and examined is effectively improved, and then the generation efficiency of patrolling and examining the file is improved.
In one embodiment, as shown in fig. 3, the method further comprises:
and step 302, screening the nuclear power equipment in the inspection file according to the abnormal detection result to obtain an abnormal nuclear power equipment identifier.
And 304, acquiring the abnormal equipment type corresponding to the abnormal nuclear power equipment identifier.
And step 306, determining equipment priority among abnormal nuclear power equipment identifications according to the abnormal equipment type and the abnormal detection result.
And 308, generating an abnormal nuclear power equipment maintenance work order carrying the abnormal nuclear power equipment identification according to the equipment priority.
After the routing inspection file is generated, the terminal can screen nuclear power equipment in the routing inspection file according to the abnormal detection result, screen nuclear power equipment with the abnormal detection result as abnormal from the routing inspection file, and obtain the abnormal nuclear power equipment identifier corresponding to the abnormal nuclear power equipment. The inspection file can comprise abnormal detection results corresponding to a plurality of nuclear power equipment to be inspected, which are obtained after other inspection terminals execute nuclear power equipment inspection tasks.
The terminal can obtain abnormal nuclear power equipment information corresponding to the abnormal nuclear power equipment according to the abnormal nuclear power equipment identifier, and obtain the abnormal equipment type included in the abnormal nuclear power equipment information. The terminal can also acquire the abnormal equipment type corresponding to the abnormal nuclear power equipment identifier according to the incidence relation between the nuclear power equipment identifier and the equipment type.
The terminal can determine the equipment priority among the abnormal nuclear power equipment identifications according to the abnormal equipment type and the abnormal detection result. Specifically, the abnormality detection result may further include an abnormality degree corresponding to the abnormal nuclear power plant, and the abnormality degree may be used to indicate an abnormality degree of an operation condition of the abnormal nuclear power plant. Different device types and anomaly detection results may correspond to different scores.
The terminal can obtain the evaluation weights corresponding to the abnormal equipment type and the abnormal detection result respectively, and the evaluation score corresponding to the abnormal nuclear power equipment identification is calculated according to the abnormal equipment type and the abnormal detection result corresponding to the abnormal nuclear power equipment identification and the evaluation weights corresponding to the abnormal equipment type and the abnormal detection result respectively. The evaluation score can be used for representing the overhaul emergency degree corresponding to the abnormal nuclear power equipment.
The terminal can determine the equipment priority among the abnormal nuclear power equipment identifications according to the calculated evaluation value. Specifically, the terminal can sort the abnormal nuclear power equipment identifications according to the evaluation scores to obtain the equipment priority among the abnormal nuclear power equipment identifications. The higher the evaluation score is, the higher the equipment priority among the abnormal nuclear power equipment identifications is. The terminal can also divide the abnormal nuclear power equipment identification into different equipment priority sections according to the evaluation score. The terminal can generate an abnormal nuclear power equipment maintenance work order according to the equipment priority, and the abnormal nuclear power equipment maintenance work order carries the corresponding abnormal nuclear power equipment identification, so that maintenance personnel can maintain the abnormal nuclear power equipment corresponding to the abnormal nuclear power equipment identification according to the abnormal nuclear power equipment maintenance work order.
In the embodiment, the nuclear power equipment in the inspection file is screened to obtain the abnormal nuclear power equipment identifier, the abnormal equipment type corresponding to the abnormal nuclear power equipment identifier is obtained, the equipment priority between the abnormal nuclear power equipment identifiers is determined according to the abnormal equipment type and the abnormal detection result, and the abnormal nuclear power equipment maintenance work order carrying the abnormal nuclear power equipment identifier is generated according to the equipment priority, so that the abnormal nuclear power equipment is maintained according to the equipment priority, and the maintenance efficiency of the abnormal nuclear power equipment is effectively improved.
In one embodiment, the method further comprises: acquiring abnormal nuclear power equipment position information corresponding to the abnormal nuclear power equipment identification; acquiring current position information of a maintainer identifier corresponding to the type of the abnormal nuclear power equipment according to the identifier of the abnormal nuclear power equipment; determining the maintainer priority between maintainer marks according to the position information and the current position information of the abnormal nuclear power equipment; and determining a target maintainer identifier according to the priority of the maintainer, and sending the abnormal nuclear power equipment maintenance work order to a maintenance terminal corresponding to the target maintainer identifier.
The terminal can acquire abnormal nuclear power equipment information corresponding to the abnormal nuclear power equipment identifier, and the abnormal nuclear power equipment information can be recorded in an abnormal nuclear power equipment maintenance work order or stored in a server corresponding to the terminal. The abnormal nuclear power equipment information may include abnormal nuclear power equipment location information corresponding to the abnormal nuclear power equipment identifier, and an abnormal equipment type.
The terminal can acquire an maintainer identifier corresponding to the type of the abnormal nuclear power equipment according to the identifier of the abnormal nuclear power equipment, wherein the maintainer identifier is identification information corresponding to an maintainer of the abnormal nuclear power equipment. Each maintainer has a unique corresponding maintainer identification, so that the maintainers are uniquely marked through the maintainer identifications. The maintainer identification can be a variety of types of identification information. For example, the service man identification may be one or more of a code, a name, and the like corresponding to the service man. Nuclear power equipment in a nuclear power plant is huge in quantity and various in types, and nuclear power equipment of different equipment types may need different maintenance personnel to maintain. Therefore, the terminal can acquire the maintainer identifier corresponding to the abnormal equipment type according to the corresponding relation between the equipment type and the maintainer.
The terminal can obtain the current position information of the maintainer identification by using the positioning technology. The terminal can specifically acquire the current position information of the identifier of the maintainer in a plurality of positioning modes. For example, the terminal may acquire current Location information where the maintainer identifier is located using LBS (Location Based Service) technology. The terminal can also obtain the current position information of the overhaul terminal corresponding to the overhaul personnel identifier through a radio communication network or an external positioning mode of a telecom mobile operator.
The terminal can determine the maintainer priority between the maintainer identifications according to the position information of the abnormal nuclear power equipment and the current position information corresponding to the maintainer identifications. Specifically, the terminal can calculate the distance between the position information of the abnormal nuclear power equipment and the current position information corresponding to the plurality of maintainer identifiers respectively. Wherein, the distance can be a route distance from the current position to the abnormal nuclear power equipment position. The smaller the distance between the abnormal nuclear power equipment position information and the current position is, the higher the maintainer priority of the corresponding maintainer identification is. The larger the distance between the position information of the abnormal nuclear power equipment and the current position is, the lower the maintainer priority of the corresponding maintainer identification is. Each of the maintainer identifications can correspond to a maintainer priority.
The terminal can determine a target maintainer identifier according to the maintainer priority, and the target maintainer identifier can be the maintainer identifier with the highest priority in the maintainer priority. The terminal can be with unusual nuclear power equipment maintenance work order send the maintenance terminal that the target maintainer sign corresponds to instruct the maintainer that the target maintainer sign corresponds, overhaul unusual nuclear power equipment according to the unusual nuclear power equipment maintenance work order of overhauing the terminal show.
In the embodiment, the maintainer priority between the maintainer identifications is determined by acquiring the position information of the abnormal nuclear power equipment and the current position information of the maintainer identification corresponding to the abnormal equipment type. The target maintainer identification is determined according to the priority of the maintainer, the abnormal nuclear power equipment maintenance work order is sent to the maintenance terminal corresponding to the target maintainer identification, manual participation is not needed in the whole process, the abnormal nuclear power equipment maintenance work order can be sent to a proper maintenance terminal, time consumed by dispatching the maintenance work order is saved, and maintenance efficiency of the abnormal nuclear power equipment is effectively improved.
It should be understood that although the various steps in the flow charts of fig. 2-3 are shown in order as indicated by the arrows, the steps are not necessarily performed in order as indicated by the arrows. The steps are not performed in the exact order shown and described, and may be performed in other orders, unless explicitly stated otherwise. Moreover, at least some of the steps in fig. 2-3 may include multiple steps or multiple stages, which are not necessarily performed at the same time, but may be performed at different times, which are not necessarily performed in sequence, but may be performed in turn or alternately with other steps or at least some of the other steps.
In one embodiment, as shown in fig. 4, there is provided an inspection file generating apparatus based on nuclear power equipment, including: an image recognition module 402, an information extraction module 404, an anomaly detection module 406, and a file generation module 408, wherein:
the image identification module 402 is used for acquiring a nuclear power equipment inspection task; and identifying the equipment coding image corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment inspection task to obtain nuclear power equipment information corresponding to the nuclear power equipment to be inspected.
The information extraction module 404 is configured to obtain a preset statistical policy, and extract target device information that meets the preset statistical policy from the nuclear power device information.
And the anomaly detection module 406 is used for performing anomaly detection on the nuclear power equipment to be inspected according to the nuclear power equipment information to obtain an anomaly detection result.
The file generating module 408 is configured to count the target device information and the anomaly detection result, and generate an inspection file corresponding to the nuclear power device to be inspected.
In one embodiment, the preset statistical strategy includes a statistical condition and an attribute to be statistically determined, and the information extraction module 404 is further configured to obtain device state information corresponding to the nuclear power device to be patrolled; verifying the equipment state information according to the statistical conditions; and when the verification is successful, extracting equipment attribute information corresponding to the attribute to be counted from the nuclear power equipment information to obtain target equipment information.
In one embodiment, the nuclear power equipment information includes equipment operating data within a preset time period, and the anomaly detection module 406 is further configured to obtain a target equipment type corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment information; calling an abnormality detection model, wherein the abnormality detection model comprises detection submodels corresponding to various equipment types; and inputting the equipment operation data in a preset time period into an abnormality detection model, and performing abnormality detection through a detection sub-model corresponding to the type of the target equipment to obtain an abnormality detection result.
In an embodiment, the image recognition module 402 is further configured to obtain, according to the nuclear power equipment inspection task, an equipment label image corresponding to the nuclear power equipment to be inspected; identifying an equipment coding image in the equipment label image to obtain an equipment coding sequence corresponding to the nuclear power equipment to be inspected; and analyzing the equipment coding sequence to obtain nuclear power equipment information corresponding to the nuclear power equipment to be inspected.
In one embodiment, the inspection file generation device based on nuclear power equipment further includes a work order generation module, which is used for screening the nuclear power equipment in the inspection file according to the abnormal detection result to obtain an abnormal nuclear power equipment identifier; acquiring an abnormal equipment type corresponding to the abnormal nuclear power equipment identifier; determining equipment priority among abnormal nuclear power equipment identifications according to the abnormal equipment type and the abnormal detection result; and generating an abnormal nuclear power equipment maintenance work order carrying the abnormal nuclear power equipment identification according to the equipment priority.
In one embodiment, the work order generation module is further configured to obtain abnormal nuclear power equipment location information corresponding to the abnormal nuclear power equipment identifier; acquiring current position information of a maintainer identifier corresponding to the type of the abnormal nuclear power equipment according to the identifier of the abnormal nuclear power equipment; determining the maintainer priority between maintainer marks according to the position information and the current position information of the abnormal nuclear power equipment; and determining a target maintainer identifier according to the priority of the maintainer, and sending the abnormal nuclear power equipment maintenance work order to a maintenance terminal corresponding to the target maintainer identifier.
For specific limitations of the patrol file generation device based on nuclear power equipment, reference may be made to the above limitations on the patrol file generation method based on nuclear power equipment, which are not described herein again. All modules in the routing inspection file generation device based on the nuclear power equipment can be completely or partially realized through software, hardware and a combination of the software and the hardware. The modules can be embedded in a hardware form or independent from a processor in the computer device, and can also be stored in a memory in the computer device in a software form, so that the processor can call and execute operations corresponding to the modules.
In one embodiment, a computer device is provided, which may be a terminal, and its internal structure diagram may be as shown in fig. 5. The computer device includes a processor, a memory, a communication interface, a display screen, and an input device connected by a system bus. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system and a computer program. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The communication interface of the computer device is used for carrying out wired or wireless communication with an external terminal, and the wireless communication can be realized through WIFI, an operator network, NFC (near field communication) or other technologies. The computer program is executed by a processor to realize the patrol file generation method based on the nuclear power equipment. The display screen of the computer equipment can be a liquid crystal display screen or an electronic ink display screen, and the input device of the computer equipment can be a touch layer covered on the display screen, a key, a track ball or a touch pad arranged on the shell of the computer equipment, an external keyboard, a touch pad or a mouse and the like.
Those skilled in the art will appreciate that the architecture shown in fig. 5 is merely a block diagram of some of the structures associated with the disclosed aspects and is not intended to limit the computing devices to which the disclosed aspects apply, as particular computing devices may include more or less components than those shown, or may combine certain components, or have a different arrangement of components.
In one embodiment, a computer device is provided, which includes a memory and a processor, where the memory stores a computer program, and the processor implements the steps in the foregoing patrol file generation method based on nuclear power equipment when executing the computer program.
In one embodiment, a computer-readable storage medium is provided, on which a computer program is stored, which when executed by a processor implements the steps in the above-described embodiments of a nuclear power equipment-based patrol file generation method.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by hardware instructions of a computer program, which can be stored in a non-volatile computer-readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. Any reference to memory, storage, database or other medium used in the embodiments provided herein can include at least one of non-volatile and volatile memory. Non-volatile Memory may include Read-Only Memory (ROM), magnetic tape, floppy disk, flash Memory, optical storage, or the like. Volatile Memory can include Random Access Memory (RAM) or external cache Memory. By way of illustration and not limitation, RAM can take many forms, such as Static Random Access Memory (SRAM) or Dynamic Random Access Memory (DRAM), among others.
The technical features of the above embodiments can be arbitrarily combined, and for the sake of brevity, all possible combinations of the technical features in the above embodiments are not described, but should be considered as the scope of the present specification as long as there is no contradiction between the combinations of the technical features.
The above-mentioned embodiments only express several embodiments of the present application, and the description thereof is more specific and detailed, but not construed as limiting the scope of the invention. It should be noted that, for a person skilled in the art, several variations and modifications can be made without departing from the concept of the present application, which falls within the scope of protection of the present application. Therefore, the protection scope of the present patent shall be subject to the appended claims.
Claims (10)
1. A routing inspection file generation method based on nuclear power equipment comprises the following steps:
acquiring a nuclear power equipment inspection task;
identifying an equipment coding image corresponding to nuclear power equipment to be inspected according to the nuclear power equipment inspection task to obtain nuclear power equipment information corresponding to the nuclear power equipment to be inspected;
acquiring a preset statistical strategy, and extracting target equipment information which accords with the preset statistical strategy from the nuclear power equipment information;
carrying out anomaly detection on the nuclear power equipment to be inspected according to the nuclear power equipment information to obtain an anomaly detection result;
and counting the target equipment information and the abnormal detection result, and generating a routing inspection file corresponding to the nuclear power equipment to be routed.
2. The method of claim 1, wherein the preset statistical strategy includes a statistical condition and an attribute to be statistically calculated, and the obtaining of the preset statistical strategy and the extracting of the target equipment information conforming to the preset statistical strategy from the nuclear power equipment information includes:
acquiring equipment state information corresponding to the nuclear power equipment to be inspected;
verifying the equipment state information according to the statistical conditions;
and when the verification is successful, extracting equipment attribute information corresponding to the attribute to be counted from the nuclear power equipment information to obtain target equipment information.
3. The method according to claim 1, wherein the nuclear power equipment information includes equipment operation data within a preset time period, and performing anomaly detection on the nuclear power equipment to be inspected according to the nuclear power equipment information to obtain an anomaly detection result includes:
acquiring a target equipment type corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment information;
calling an abnormality detection model, wherein the abnormality detection model comprises detection submodels corresponding to various equipment types;
and inputting the equipment operation data in the preset time period into the abnormality detection model, and performing abnormality detection through a detection sub-model corresponding to the type of the target equipment to obtain an abnormality detection result.
4. The method according to claim 1, wherein the identifying the equipment code image corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment inspection task to obtain the nuclear power equipment information corresponding to the nuclear power equipment to be inspected comprises:
acquiring an equipment label image corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment inspection task;
identifying the equipment coding image in the equipment label image to obtain an equipment coding sequence corresponding to the nuclear power equipment to be inspected;
and analyzing the equipment coding sequence to obtain nuclear power equipment information corresponding to the nuclear power equipment to be inspected.
5. The method of any one of claims 1 to 4, further comprising:
screening nuclear power equipment in the inspection file according to the abnormal detection result to obtain an abnormal nuclear power equipment identifier;
acquiring an abnormal equipment type corresponding to the abnormal nuclear power equipment identifier;
determining equipment priority among the abnormal nuclear power equipment identifications according to the abnormal equipment type and the abnormal detection result;
and generating an abnormal nuclear power equipment maintenance work order carrying the abnormal nuclear power equipment identification according to the equipment priority.
6. The method of claim 5, further comprising:
acquiring abnormal nuclear power equipment position information corresponding to the abnormal nuclear power equipment identification;
acquiring current position information of a maintainer identifier corresponding to the abnormal equipment type according to the abnormal nuclear power equipment identifier;
determining the maintainer priority between the maintainer marks according to the position information of the abnormal nuclear power equipment and the current position information;
and determining a target maintainer identifier according to the maintainer priority, and sending the abnormal nuclear power equipment maintenance work order to a maintenance terminal corresponding to the target maintainer identifier.
7. The utility model provides a file generation device patrols and examines based on nuclear power equipment which characterized in that, the device includes:
the image identification module is used for acquiring a nuclear power equipment inspection task; identifying an equipment coding image corresponding to nuclear power equipment to be inspected according to the nuclear power equipment inspection task to obtain nuclear power equipment information corresponding to the nuclear power equipment to be inspected;
the information extraction module is used for acquiring a preset statistical strategy and extracting target equipment information which accords with the preset statistical strategy from the nuclear power equipment information;
the abnormality detection module is used for carrying out abnormality detection on the nuclear power equipment to be patrolled according to the nuclear power equipment information to obtain an abnormality detection result;
and the file generation module is used for counting the target equipment information and the abnormal detection result and generating an inspection file corresponding to the nuclear power equipment to be inspected.
8. The device according to claim 7, wherein the preset statistical strategy includes statistical conditions and attributes to be statistically analyzed, and the information extraction module is further configured to obtain device state information corresponding to the nuclear power device to be inspected; verifying the equipment state information according to the statistical conditions; and when the verification is successful, extracting equipment attribute information corresponding to the attribute to be counted from the nuclear power equipment information to obtain target equipment information.
9. A computer device comprising a memory and a processor, the memory storing a computer program, characterized in that the processor, when executing the computer program, implements the steps of the method of any of claims 1 to 6.
10. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the steps of the method of any one of claims 1 to 6.
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