CN112990870B - Inspection file generation method and device based on nuclear power equipment and computer equipment - Google Patents
Inspection file generation method and device based on nuclear power equipment and computer equipment Download PDFInfo
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- CN112990870B CN112990870B CN202110280568.3A CN202110280568A CN112990870B CN 112990870 B CN112990870 B CN 112990870B CN 202110280568 A CN202110280568 A CN 202110280568A CN 112990870 B CN112990870 B CN 112990870B
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- 238000007689 inspection Methods 0.000 title claims abstract description 105
- 238000000034 method Methods 0.000 title claims abstract description 50
- 230000002159 abnormal effect Effects 0.000 claims abstract description 151
- 238000001514 detection method Methods 0.000 claims abstract description 126
- 230000005856 abnormality Effects 0.000 claims abstract description 70
- 238000012423 maintenance Methods 0.000 claims description 34
- 238000004590 computer program Methods 0.000 claims description 14
- 238000012795 verification Methods 0.000 claims description 14
- 238000011156 evaluation Methods 0.000 claims description 13
- 108091026890 Coding region Proteins 0.000 claims description 9
- 230000003068 static effect Effects 0.000 claims description 8
- 238000000605 extraction Methods 0.000 claims description 7
- 238000012216 screening Methods 0.000 claims description 6
- 239000000284 extract Substances 0.000 description 7
- 238000004891 communication Methods 0.000 description 5
- 238000010586 diagram Methods 0.000 description 4
- 238000005516 engineering process Methods 0.000 description 4
- 238000012549 training Methods 0.000 description 2
- 238000013528 artificial neural network Methods 0.000 description 1
- 239000000470 constituent Substances 0.000 description 1
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- 239000004973 liquid crystal related substance Substances 0.000 description 1
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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
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/103—Workflow collaboration or project management
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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
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
- G06Q10/06311—Scheduling, planning or task assignment for a person or group
- G06Q10/063114—Status monitoring or status determination for a person or group
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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
- G06Q10/00—Administration; Management
- G06Q10/20—Administration of product repair or maintenance
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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
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/06—Electricity, gas or water supply
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 equipment coding images corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment inspection task, and obtaining nuclear power equipment information corresponding to the nuclear power equipment to be inspected; acquiring a preset statistical strategy, and extracting target equipment information conforming to the preset statistical strategy from the nuclear power equipment information; performing abnormality detection on the nuclear power equipment to be inspected according to the nuclear power equipment information to obtain an abnormality detection result; and counting the target equipment information and the abnormal detection result, and generating a patrol file corresponding to the nuclear power equipment to be patrol. By adopting the method, the time spent for generating the inspection file can be shortened, and the generation efficiency of the inspection file is effectively improved.
Description
Technical Field
The present disclosure relates to the field of computer technologies, and in particular, to a method and an apparatus for generating a patrol file based on a nuclear power device, a computer device, and a storage medium.
Background
With the gradual development of nuclear power technology, the scale of nuclear power equipment in a nuclear power plant is larger and larger. For the safety and normal operation of a nuclear power plant, it is necessary to ensure the normal operation of each nuclear power plant in the nuclear power plant. The inspection of each nuclear power plant in a nuclear power plant becomes one of the conventional ways of ensuring the normal operation of the nuclear power plant.
In the traditional inspection process, a worker is usually required to manually record all equipment information corresponding to the nuclear power equipment one by one to obtain an inspection file of the nuclear power equipment. However, because the number of the nuclear power equipment is large, a great deal of time is required for manually recording the mode of generating the inspection file by multiple pieces of equipment information of the nuclear power equipment, 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 by a nuclear power plant, which can improve the efficiency of generating the patrol file.
A method for generating a patrol file based on a nuclear power plant, the method comprising:
acquiring a nuclear power equipment inspection task;
identifying equipment coding images corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment inspection task, and obtaining nuclear power equipment information corresponding to the nuclear power equipment to be inspected;
Acquiring a preset statistical strategy, and extracting target equipment information conforming to the preset statistical strategy from the nuclear power equipment information;
performing abnormality detection on the nuclear power equipment to be inspected according to the nuclear power equipment information to obtain an abnormality detection result;
and counting the target equipment information and the abnormal detection result, and generating a patrol file corresponding to the nuclear power equipment to be patrol.
In one embodiment, the preset statistical policy includes a statistical condition and an attribute to be counted, and the obtaining the preset statistical policy, and extracting the target device information conforming to the preset statistical policy from the nuclear power device information includes:
acquiring equipment state information corresponding to the to-be-inspected nuclear power equipment;
verifying the equipment state information according to the statistical conditions;
and when 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 in 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 sub-models corresponding to various equipment types;
and inputting the equipment operation data in the preset time period into the abnormality detection model, and carrying out 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, and obtaining 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 equipment coding images in the equipment label images to obtain equipment coding sequences corresponding to the 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 the nuclear power equipment in the inspection file according to the abnormality detection result to obtain an abnormal nuclear power equipment identifier;
Obtaining an abnormal equipment type corresponding to the abnormal nuclear power equipment identifier;
determining the equipment priority among the abnormal nuclear power equipment identifiers 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 identifier 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 identifier;
acquiring current position information of an maintainer identifier corresponding to the type of the abnormal equipment according to the abnormal nuclear power equipment identifier;
determining the priority of the overhauling staff between the overhauling staff identifications 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 worksheet to an maintenance terminal corresponding to the target maintainer identifier.
A patrol file generating device based on a nuclear power plant, the device comprising:
the image recognition module is used for acquiring a nuclear power equipment inspection task; identifying equipment coding images corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment inspection task, and obtaining 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 conforming to 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 inspected 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 a patrol file corresponding to the to-be-patrol-checked electrical equipment.
In one embodiment, the preset statistical policy includes 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 electrical device to be inspected; verifying the equipment state information according to the statistical conditions; and when 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 inspection file generation method based on the nuclear power equipment when executing the computer program.
A computer readable storage medium having stored thereon a computer program which when executed by a processor implements the steps in the above-described nuclear power plant-based inspection file generation method.
According to the inspection file generation method, the inspection file generation device, the computer equipment and the storage medium based on the nuclear power equipment, equipment coding images corresponding to the nuclear power equipment to be inspected are identified through the nuclear power equipment inspection task, and nuclear power equipment information corresponding to the nuclear power equipment to be inspected is obtained. And extracting target equipment information conforming to the preset statistical strategy from the nuclear power equipment information by acquiring the preset statistical strategy, and 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 target equipment information and an abnormality detection result, and generating a patrol file corresponding to the nuclear power equipment to be patrol. The equipment information of the patrolled and examined nuclear power equipment is not required to be recorded manually, the time spent for generating the patrolling and examining file is shortened, and the efficiency of generating the patrolling and examining file is effectively improved.
Drawings
FIG. 1 is an application environment diagram of a method for generating a patrol file based on a nuclear power plant in one embodiment;
FIG. 2 is a flow chart of a method for generating a patrol file based on a nuclear power plant in one embodiment;
FIG. 3 is a flowchart of a method for generating a patrol file based on a nuclear power plant according to another embodiment;
FIG. 4 is a block diagram of an exemplary embodiment of a nuclear power plant-based inspection file generation apparatus;
fig. 5 is an internal structural diagram of a computer device in one embodiment.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the present application will be further described in detail with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the present application.
The patrol file generation method based on the nuclear power equipment can be applied to a terminal and a server. Taking application to a terminal as an example, the method can be applied to an application environment as shown in fig. 1. Wherein the terminal 102 communicates with the server 104 via a network. The terminal 102 acquires a nuclear power plant inspection task. The terminal 102 identifies the equipment coding image corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment inspection task, and obtains the nuclear power equipment information corresponding to the nuclear power equipment to be inspected. The terminal 102 acquires a preset statistical policy, and extracts target equipment information conforming to the preset statistical policy from the nuclear power equipment information. The terminal 102 performs abnormality detection on the nuclear power equipment to be inspected according to the nuclear power equipment information to obtain an abnormality detection result. The terminal 102 counts the target device information and the abnormality detection result, and generates a patrol file corresponding to the nuclear power plant to be patrol. The terminal 102 may be, but not limited to, various personal computers, notebook computers, smartphones, tablet computers, and portable wearable devices, and the server 104 may be implemented by a stand-alone server or a server cluster composed of a plurality of servers.
In one embodiment, as shown in fig. 2, a method for generating a patrol file based on a nuclear power device is provided, and the method is applied to the terminal 102 in fig. 1 for illustration, and includes the following steps:
step 202, obtaining a nuclear power equipment inspection task.
The nuclear power equipment refers to constituent equipment of a nuclear power plant, and may include nuclear island equipment, conventional island equipment, and auxiliary system equipment. In order to acquire the running condition of the nuclear power equipment, the potential hazards of abnormality and endangerment of the nuclear power equipment are found, and the nuclear power equipment can be inspected. The terminal can acquire the inspection task of the nuclear power equipment. The nuclear power equipment inspection task can be triggered and generated by inspection personnel corresponding to the terminal. The patrol personnel can be particularly the staff for carrying out the patrol of the nuclear power equipment in the nuclear power station. For example, when the patrol personnel carry out patrol on the nuclear power equipment, the patrol personnel can trigger the patrol control displayed by the terminal through the corresponding display interface, and the terminal generates a corresponding nuclear power equipment patrol task. The terminal can also automatically generate a nuclear power equipment inspection task according to the acquired inspection work order, so that the nuclear power equipment to be inspected is inspected, and an inspection file is generated according to an inspection result obtained after inspection, so that the time required by an inspection worker to manually record the inspection result to generate the inspection file is reduced.
And 204, identifying equipment coding images corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment inspection task, and obtaining nuclear power equipment information corresponding to the nuclear power equipment to be inspected.
The terminal can execute the nuclear power equipment inspection task, and identify the equipment coding 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. Specifically, the nuclear power equipment to be inspected may be a plurality of nuclear power equipment which needs to be inspected or is ready to start to be inspected, and an inspection task of the nuclear power equipment generally needs to inspect the plurality of nuclear power equipment. Plural may mean two or more.
The device encoded image may be a graphical code uniquely associated with the nuclear power device, and the device encoded image may specifically be a two-dimensional code or a bar code. The device code image may be generated by encoding the nuclear power device information in advance according to an encoding rule, and the device code image may be posted to the corresponding nuclear power device in advance after being generated. The device encoded image may be recorded in a nuclear power plant label corresponding to the nuclear power plant.
The terminal can identify the device code image corresponding to the to-be-inspected nuclear power device in various modes. For example, the terminal can acquire an inspection video or a nuclear power equipment image shot by an inspection personnel in the inspection process, wherein the inspection video comprises a plurality of frames of nuclear power equipment images. The nuclear power equipment image comprises equipment coding images corresponding to the nuclear power equipment to be inspected, and the terminal can identify the equipment coding images in the photographed nuclear power equipment image. The terminal can also call a camera corresponding to the terminal according to the inspection task of the nuclear power equipment, and the camera scans the equipment coding image arranged on the electrical equipment to be inspected to identify the scanned equipment coding image. The method comprises the steps that a preset association relation exists between a device coding sequence corresponding to a device coding image and nuclear power device information of nuclear power devices, and a terminal can obtain the nuclear power device information corresponding to the nuclear power devices to be inspected through identifying the device 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 not changed frequently. For example, the static device information may include, but is not limited to, a device name, a device number, a device type, a device number, a department of the nuclear power device, a responsible person name, and the like. The dynamic equipment information refers to operation information corresponding to the nuclear power equipment, 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.
Step 206, obtaining a preset statistical strategy, and extracting target equipment information conforming to the preset statistical strategy from the nuclear power equipment information.
The terminal can acquire a preset statistical strategy, wherein the preset statistical strategy refers to a statistical strategy of nuclear power equipment information which is preset according to actual application requirements and is required to be counted by the inspection file. The preset statistical strategy can be stored in the terminal memory after being preset, so that the terminal can acquire the nuclear power equipment information included in the statistical inspection file of the preset statistical strategy. The preset statistical strategy can also be stored in a server, the terminal communicates with the server through a network, and the preset statistical strategy is obtained from the server.
The terminal can extract target equipment information from the nuclear power equipment information according to the acquired preset statistical strategy, and the extracted target equipment information accords with the preset statistical strategy. Specifically, the preset statistics policy may include nuclear power equipment attributes to be counted in the inspection file, and the nuclear power equipment attributes to be counted may be recorded as attributes to be counted. The nuclear power plant information may include plant attribute information corresponding to a plurality of nuclear power plant 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 a preset statistical strategy, and the patrol personnel are not required to record the patrol nuclear power equipment information one by one, so that the efficiency of generating the patrol file is improved, and the accuracy of the patrol file is improved.
And step 208, 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 210, counting target equipment information and an abnormality detection result, and generating a patrol file corresponding to the to-be-patrol nuclear power equipment.
The terminal can perform abnormality detection on the nuclear power equipment to be inspected according to the acquired nuclear power equipment information, and an abnormality detection result is obtained. Specifically, the terminal may call an anomaly detection model, and perform anomaly detection on the nuclear power equipment information through the anomaly detection model to obtain an anomaly detection result output by the anomaly detection model. The abnormality detection model may be pre-established and trained, and the abnormality detection model may be configured at the terminal so that the terminal invokes the abnormality detection model for abnormality 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 may further obtain standard operation data corresponding to the to-be-inspected nuclear power equipment, where the standard operation data refers to standard attribute information corresponding to attributes of multiple nuclear power equipment in the operation process of the to-be-inspected nuclear power equipment. 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 abnormality detection on the running condition of the nuclear power equipment to be inspected according to the nuclear power equipment information corresponding to the nuclear power equipment to be inspected, and judge whether the running process of the nuclear power equipment to be inspected is abnormal or not to obtain an abnormality detection result. The inspection personnel is not required to judge whether the nuclear power equipment to be inspected is abnormal according to personal experience, so that the time required by the inspection personnel for inspecting the nuclear power equipment is shortened, and the accuracy of detecting the abnormality of the nuclear power equipment is effectively improved.
The inspection file is used for recording nuclear power equipment information corresponding to the inspected nuclear power equipment, and the inspection file can be a file in the form of a data table and the like. The terminal can count the target equipment information and the abnormal detection result corresponding to each of the plurality of the to-be-inspected nuclear power equipment, and generate an inspection file corresponding to the to-be-inspected nuclear power equipment. In one embodiment, the terminal may further upload the target device information and the anomaly detection result to the server, so that the server counts the target device information and the anomaly detection results corresponding to the plurality of nuclear power devices to be detected, and generates the inspection file.
In the embodiment, the nuclear power equipment inspection task is used for identifying the equipment coding image corresponding to the nuclear power equipment to be inspected, so that the 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 the preset statistical strategy, extracting target equipment information conforming to 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 generating an inspection file corresponding to the nuclear power equipment to be inspected by counting the target equipment information and the anomaly detection result. Compared with the traditional mode, the method does not need to record the information of the nuclear power equipment which is inspected one by one manually by the inspection personnel, avoids the error which is accidentally generated by the inspection personnel, ensures the accuracy of the nuclear power equipment information counted by the inspection file, shortens the time spent for generating the inspection file, and effectively improves the generation efficiency of the inspection file.
In one embodiment, the preset statistical policy includes a statistical condition and a property to be counted. The step of obtaining the preset statistical policy and extracting the target equipment information conforming to the preset statistical policy 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 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 policy may be preset according to actual application requirements, and the preset statistical policy may include a statistical condition and an attribute to be counted, where 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 association relation with the statistical conditions, can be determined. In one embodiment, the terminal can perform identity verification on the user, and when the identity verification is successful, the statistical strategy can be adjusted according to the strategy adjustment instruction input by the user, so that the safety and the flexibility of the statistical strategy are effectively improved.
The terminal can acquire the equipment state information corresponding to the nuclear power equipment to be inspected from the nuclear power equipment information. The device status information is used to describe the operational status of the nuclear power device. Different equipment state information can be correspondingly included when the nuclear power equipment is in different running states. The device status information may include, but is not limited to, normal, to-be-inspected, to-be-enabled, and abnormal status, among others.
The statistical condition may specifically be a condition for the status of the device. For example, the statistical condition may specifically be that the statistics are 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 conditions, and verify whether the equipment state information accords with the statistical conditions. For example, the statistics condition may specifically be that the nuclear power equipment information is counted when the equipment state information does not belong to the to-be-overhauled state, and the terminal may verify whether the equipment state information corresponding to the to-be-inspected nuclear power equipment is the to-be-overhauled state according to the statistics condition. When the equipment state information corresponding to the to-be-inspected nuclear power equipment is the to-be-inspected state, determining that verification fails, and counting verification failure results to an inspection file after the terminal finishes extracting target equipment information. And the nuclear power equipment information is screened by judging the equipment state information for verification, so that the abnormal detection is not required for the nuclear power equipment which is reported to be overhauled, and the inspection efficiency of the nuclear power equipment is effectively improved.
When verification is successful, the terminal can extract 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 inspection nuclear power equipment information in the form of a data table, 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 the attribute to be counted.
In the embodiment, the statistical conditions included in the preset statistical strategy are preset to verify the equipment state information corresponding to the equipment to be inspected, so that the equipment to be inspected is screened, the 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 verification is successful, the equipment attribute information corresponding to the attribute to be counted is extracted to obtain target equipment information, so that the target attribute information required to be recorded to the inspection file is obtained, the inspection personnel is not required to manually record the target equipment information of the inspected nuclear power equipment, and the generation efficiency of the inspection file is effectively improved.
In one embodiment, the nuclear power equipment information includes equipment operation data in a preset time period, and the step of detecting the abnormality of the nuclear power equipment to be inspected according to the nuclear power equipment information to obtain an abnormality 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 sub-models corresponding to various equipment types respectively; and inputting the equipment operation data in the preset time period into an abnormality detection model, and carrying out 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 of a certain length preset according to actual requirements, the preset time period can be a time length before the nuclear power equipment information is acquired, and the preset time period can be specifically one day, one week, one month, three months or six months in the past. The device operational data may include operational data of the nuclear power device corresponding to a plurality of dimensions, and different nuclear power devices corresponding to different device operational 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 electrical equipment to be inspected.
The terminal may invoke an anomaly detection model including a plurality of parallel detection sub-models, the detection sub-models corresponding to a device type of the nuclear power device. The terminal can input the equipment operation data in a preset time period into an abnormality detection model, and input the equipment operation data into a detection sub-model corresponding to the target equipment type according to the target equipment type corresponding to the nuclear power equipment to be inspected, and perform abnormality detection through the detection sub-model to obtain an abnormality detection result.
In the embodiment, the abnormality 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 by acquiring the target equipment type corresponding to the nuclear power equipment to be inspected, so that an abnormality detection result is obtained, the user does not need to judge the operation condition of the nuclear power equipment according to personal experience, and the accuracy of the abnormality detection result is effectively improved.
In one embodiment, the step of identifying the device code image corresponding to the nuclear power device to be inspected according to the nuclear power device inspection task, and obtaining the nuclear power device information corresponding to the nuclear power device 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 equipment coding images in the equipment label images to obtain equipment coding sequences corresponding to the to-be-inspected nuclear power equipment; 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 inspected according to the nuclear power equipment inspection task. The equipment label image refers to image data of nuclear power equipment labels preset on nuclear power equipment to be inspected. The equipment label image can be obtained by shooting by a patrol personnel during patrol, or can be collected by a terminal through scanning the equipment label image by a corresponding camera. The nuclear power equipment label is preset with equipment coding images, the equipment coding images can be obtained by coding the nuclear power equipment information according to the preset coding rules to obtain coding sequences, and the coding images corresponding to the nuclear power equipment are generated according to the coding sequences. The device encoded image may specifically be a two-dimensional code or a bar code.
The terminal can identify the equipment coding image included in the equipment label image, analyze the equipment coding image and obtain an equipment coding sequence corresponding to the 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. Wherein each character in the device code sequence is a symbol, and the device code 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 from the device code 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 inspected, and the terminal can obtain the nuclear power equipment information corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment identification.
In one embodiment, when the equipment code image in the equipment label image is blurred and the equipment code image cannot be analyzed to obtain the equipment code sequence, the terminal can generate prompt information to prompt the patrol personnel that the equipment code image is blurred and the equipment code image needs to be replaced. The terminal can also display the code sequence input box through the corresponding display interface, so that the patrol personnel can input the code sequence corresponding to the nuclear power equipment to be patrol in the code sequence input box.
In this embodiment, by acquiring an equipment label image corresponding to the to-be-inspected nuclear power equipment, an equipment code image in the equipment label image is identified, and an equipment code sequence is obtained. By analyzing the equipment coding sequence, nuclear power equipment information corresponding to the nuclear power equipment to be inspected is obtained, inspection staff only need to shoot or scan nuclear power equipment labels arranged on the nuclear power equipment to be inspected, the inspection staff does not need to input the nuclear power equipment information, the efficiency of obtaining the nuclear power equipment information corresponding to the nuclear power equipment to be inspected is effectively improved, and the generation efficiency of inspection files is further improved.
In one embodiment, as shown in fig. 3, the method further includes:
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.
Step 304, obtaining an abnormal equipment type corresponding to the abnormal nuclear power equipment identifier.
And 306, determining the equipment priority among the abnormal nuclear power equipment identifiers according to the abnormal equipment type and the abnormal detection result.
Step 308, generating an abnormal nuclear power equipment maintenance work order carrying the abnormal nuclear power equipment identification according to the equipment priority.
After the inspection file is generated, the terminal can screen the nuclear power equipment in the inspection file according to the abnormality detection result, and screen the nuclear power equipment with the abnormality detection result being abnormal from the inspection file to obtain an abnormal nuclear power equipment identifier corresponding to the abnormal nuclear power equipment. The inspection file may include abnormal detection results corresponding to a plurality of to-be-inspected nuclear power devices obtained after the other inspection terminals execute the inspection task of the nuclear power device.
The terminal can acquire 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 association relation between the nuclear power equipment identifier and the equipment type.
The terminal can determine the equipment priority between the abnormal nuclear power equipment identifiers 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 equipment, and the abnormality degree may be used to represent an abnormality degree of the operation condition of the abnormal nuclear power equipment. Different device types and anomaly detection results may correspond to different scores.
The terminal can acquire the evaluation weights corresponding to the abnormal equipment types and the abnormal detection results, and calculate to obtain the evaluation scores corresponding to the abnormal nuclear power equipment identifiers according to the abnormal equipment types, the abnormal detection results and the evaluation weights corresponding to the abnormal equipment types and the abnormal detection results. The evaluation value can be used for representing the corresponding maintenance emergency degree of the abnormal nuclear power equipment.
The terminal can determine the equipment priority among the abnormal nuclear power equipment identifiers according to the calculated evaluation value. Specifically, the terminal may sort the abnormal nuclear power equipment identifiers according to the evaluation values, so as to obtain equipment priorities among the abnormal nuclear power equipment identifiers. The higher the evaluation score is, the higher the device priority among the abnormal nuclear power device identifications is. The terminal may also divide the abnormal nuclear power plant identity into different plant priority segments according to the assessment 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 a corresponding abnormal nuclear power equipment identifier, so that an maintainer overhauls abnormal nuclear power equipment corresponding to the abnormal nuclear power equipment identifier according to the abnormal nuclear power equipment maintenance work order.
In the embodiment, the abnormal nuclear power equipment identification is obtained by screening the nuclear power equipment in the inspection file, the equipment priority among the abnormal nuclear power equipment identifications is determined according to the abnormal equipment type and the abnormal detection result by acquiring the abnormal equipment type corresponding to the abnormal nuclear power equipment identification, and an abnormal nuclear power equipment maintenance work order carrying the abnormal nuclear power equipment identification is generated according to the equipment priority, so that the abnormal nuclear power equipment is overhauled according to the equipment priority, and the overhauling 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 identifier; acquiring current position information of an maintainer identifier corresponding to the type of the abnormal equipment according to the abnormal nuclear power equipment identifier; determining the priority of the overhaulers among the overhauler identifiers 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 maintainer priority, 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 overhaul 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 abnormal nuclear power equipment identifier, wherein the maintainer identifier refers to identification information corresponding to the maintainer of the abnormal nuclear power equipment. Each maintainer has a unique corresponding maintainer identifier, so that the maintainers are uniquely marked by the maintainer identifier. The attendant identifications may be various types of identification information. For example, the service personnel identification may specifically be a combination of one or more of a code, a name, etc. corresponding to the service personnel. Due to the large number and variety of nuclear power equipment in a nuclear power plant, different types of nuclear power equipment may require different service personnel to service. 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 acquire the current position information of the maintainer identifier by using a positioning technology. The terminal can obtain the current position information of the maintainer identifier through various positioning modes. For example, the terminal may acquire current location information where the attendant identification is located using LBS (Location Based Service ) techniques. The terminal can also obtain the current position information of the overhauling terminal corresponding to the overhauling personnel identifier through a radio communication network of a telecom mobile operator or an external positioning mode.
The terminal can determine the priority of the overhaulers between the overhaulers according to the position information of the abnormal nuclear power equipment and the current position information corresponding to the overhaulers. Specifically, the terminal may calculate distances between the abnormal nuclear power equipment location information and current location information corresponding to the plurality of inspector identifiers, respectively. Wherein the distance may be a route distance from the current location to the location of the abnormal nuclear power plant. 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 identifier is. The larger the distance between the abnormal nuclear power equipment position information and the current position is, the lower the maintainer priority of the corresponding maintainer identifier is. Each inspector identification may correspond to an inspector priority.
The terminal can determine a target maintainer identifier according to the maintainer priority, and the target maintainer identifier can be specifically the maintainer identifier with the highest priority in the maintainer priorities. The terminal can send the abnormal nuclear power equipment maintenance work order to the maintenance terminal corresponding to the target maintenance personnel identifier, so that maintenance personnel corresponding to the target maintenance personnel identifier are indicated, and the abnormal nuclear power equipment is maintained according to the abnormal nuclear power equipment maintenance work order displayed by the maintenance terminal.
In this embodiment, the operator priority between the operator identifiers is determined by acquiring the position information of the abnormal nuclear power equipment and the current position information of the operator identifier corresponding to the abnormal equipment type. According to the maintenance personnel priority, the target maintenance personnel identification is determined, the abnormal nuclear power equipment maintenance work order is sent to the maintenance terminal corresponding to the target maintenance personnel identification, manual participation is not needed in the whole process, the abnormal nuclear power equipment maintenance work order can be sent to the proper maintenance terminal, the time consumed by dispatching the maintenance work order is saved, and the maintenance efficiency of the abnormal nuclear power equipment is effectively improved.
It should be understood that, although the steps in the flowcharts of fig. 2-3 are shown in order as indicated by the arrows, these steps are not necessarily performed in order as indicated by the arrows. The steps are not strictly limited to the order of execution unless explicitly recited herein, and the steps may be executed in other orders. Moreover, at least some of the steps in fig. 2-3 may include multiple steps or stages that are not necessarily performed at the same time, but may be performed at different times, nor does the order in which the steps or stages are performed necessarily performed in sequence, but may be performed alternately or alternately with at least a portion of the steps or stages in other steps or other steps.
In one embodiment, as shown in fig. 4, there is provided a patrol file generating device based on a nuclear power device, 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 recognition 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, and obtaining the 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.
The abnormality detection module 406 is configured to perform abnormality detection on the nuclear power equipment to be inspected according to the nuclear power equipment information, so as to obtain an abnormality detection result.
The file generating module 408 is configured to count the target device information and the anomaly detection result, and generate a patrol file corresponding to the to-be-patrol nuclear power plant.
In one embodiment, the preset statistical policy includes a statistical condition and a attribute to be counted, and the information extraction module 404 is further configured to obtain device state information corresponding to the electrical device to be inspected; verifying the equipment state information according to the statistical conditions; and when 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 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 sub-models corresponding to various equipment types respectively; and inputting the equipment operation data in the preset time period into an abnormality detection model, and carrying out 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 image recognition module 402 is further configured to obtain an equipment label image corresponding to the electrical equipment to be inspected according to the inspection task of the nuclear power equipment; identifying equipment coding images in the equipment label images to obtain equipment coding sequences corresponding to the to-be-inspected nuclear power equipment; 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 generating device based on the nuclear power equipment further comprises a work order generating module, wherein the work order generating module 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; obtaining an abnormal equipment type corresponding to the abnormal nuclear power equipment identifier; determining equipment priority among abnormal nuclear power equipment identifiers according to the type of the abnormal equipment and an 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 an maintainer identifier corresponding to the type of the abnormal equipment according to the abnormal nuclear power equipment identifier; determining the priority of the overhaulers among the overhauler identifiers 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 maintainer priority, and sending the abnormal nuclear power equipment maintenance work order to a maintenance terminal corresponding to the target maintainer identifier.
The specific limitation of the inspection file generating device based on the nuclear power equipment can be referred to the limitation of the inspection file generating method based on the nuclear power equipment, and the description thereof is omitted herein. All or part of the modules in the inspection file generating device based on the nuclear power equipment can be realized by software, hardware and a combination thereof. The above modules may be embedded in hardware or may be independent of a processor in the computer device, or may be stored in software in a memory in the computer device, so that the processor may call and execute operations corresponding to the above modules.
In one embodiment, a computer device is provided, which may be a terminal, and the internal structure of which 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 includes a non-volatile 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 the operating system and computer programs in the non-volatile storage media. The communication interface of the computer device is used for carrying out wired or wireless communication with an external terminal, and the wireless mode can be realized through WIFI, an operator network, NFC (near field communication) or other technologies. The computer program, when executed by a processor, implements a method for generating a patrol file based on a nuclear power plant. 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, can also be keys, a track ball or a touch pad arranged on the shell of the computer equipment, and can also be an external keyboard, a touch pad or a mouse and the like.
It will be appreciated by those skilled in the art that the structure shown in fig. 5 is merely a block diagram of some of the structures associated with the present application and is not limiting of the computer device to which the present application may be applied, and that a particular computer device may include more or fewer components than shown, or may combine certain components, or have a different arrangement of components.
In one embodiment, a computer device is provided, including a memory and a processor, where the memory stores a computer program, and the processor executes the computer program to implement the steps in the above embodiments of the method for generating a patrol file based on a nuclear power device.
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 of the above-described embodiments of a method for generating a patrol file based on a nuclear power plant.
Those skilled in the art will appreciate that implementing all or part of the above described methods may be accomplished by way of a computer program stored on a non-transitory computer readable storage medium, which when executed, may comprise the steps of the embodiments of the methods described above. Any reference to memory, storage, database, or other medium used in embodiments provided herein may include at least one of non-volatile and volatile memory. The nonvolatile Memory may include Read-Only Memory (ROM), magnetic tape, floppy disk, flash Memory, optical Memory, or the like. Volatile memory can include random access memory (Random Access Memory, RAM) or external cache memory. By way of illustration, and not limitation, RAM can be in the form of a variety of forms, such as static random access memory (Static Random Access Memory, SRAM) or dynamic random access memory (Dynamic Random Access Memory, DRAM), and the like.
The technical features of the above embodiments may be arbitrarily combined, and all possible combinations of the technical features in the above embodiments are not described for brevity of description, however, as long as there is no contradiction between the combinations of the technical features, they should be considered as the scope of the description.
The above examples merely represent a few embodiments of the present application, which are described in more detail and are not to be construed as limiting the scope of the invention. It should be noted that it would be apparent to those skilled in the art that various modifications and improvements could be made without departing from the spirit of the present application, which would be within the scope of the present application. Accordingly, the scope of protection of the present application is to be determined by the claims appended hereto.
Claims (10)
1. A method for generating a patrol file based on a nuclear power plant, the method comprising:
acquiring a nuclear power equipment inspection task;
identifying equipment coding images corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment inspection task, and obtaining nuclear power equipment information corresponding to the nuclear power equipment to be inspected; the nuclear power equipment information comprises static equipment information and dynamic equipment information corresponding to the nuclear power equipment during inspection, and the dynamic equipment information comprises equipment operation data in a preset time period;
Acquiring equipment state information corresponding to a preset statistical strategy and the to-be-inspected nuclear power equipment, wherein the preset statistical strategy comprises statistical conditions and to-be-counted attributes; verifying the equipment state information according to the statistical conditions, and extracting equipment attribute information corresponding to the attribute to be counted from the nuclear power equipment information when verification is successful to obtain target equipment information;
performing anomaly detection on the nuclear power equipment to be inspected according to the nuclear power equipment information to obtain an anomaly detection result, wherein the anomaly detection result comprises the following steps: acquiring a target equipment type corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment information, and calling an abnormality detection model, wherein the abnormality detection model comprises detection sub-models corresponding to multiple equipment types; inputting the equipment operation data in the preset time period into the abnormality detection model, and carrying out abnormality detection through a detection sub-model corresponding to the type of the target equipment to obtain an abnormality detection result;
counting the target equipment information and the abnormal detection result, and generating a patrol file corresponding to the nuclear power equipment to be patrol; screening the nuclear power equipment in the inspection file according to the abnormality detection result to obtain an abnormal nuclear power equipment identifier, and obtaining an abnormal equipment type corresponding to the abnormal nuclear power equipment identifier; obtaining an evaluation value corresponding to the abnormal nuclear power equipment identifier according to the evaluation weights respectively corresponding to the abnormal equipment type and the abnormal detection result; determining equipment priority among the abnormal nuclear power equipment identifiers according to the evaluation value; and generating an abnormal nuclear power equipment maintenance work order carrying the abnormal nuclear power equipment identifier according to the equipment priority.
2. The method of claim 1, wherein the identifying, according to the nuclear power plant inspection task, the equipment code image corresponding to the nuclear power plant to be inspected, and obtaining the nuclear power plant information corresponding to the nuclear power plant 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 equipment coding images in the equipment label images to obtain equipment coding sequences corresponding to the 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.
3. The method of claim 2, wherein the parsing the device code sequence to obtain the nuclear power device information corresponding to the nuclear power device to be inspected comprises:
extracting a sequence code from the equipment coding sequence to obtain an identification code;
decoding the identification code according to the coding rule to obtain a nuclear power equipment identification corresponding to the nuclear power equipment to be inspected;
and obtaining nuclear power equipment information corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment identifier.
4. The method according to claim 2, wherein the method further comprises:
When the equipment coding image in the equipment label image cannot be analyzed, generating prompt information;
and replacing the coded image of the equipment according to the prompt information.
5. The method according to claim 1, wherein the method further comprises:
acquiring abnormal nuclear power equipment position information corresponding to the abnormal nuclear power equipment identifier;
acquiring current position information of an maintainer identifier corresponding to the type of the abnormal equipment according to the abnormal nuclear power equipment identifier;
determining the priority of the overhauling staff between the overhauling staff identifications 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 worksheet to an maintenance terminal corresponding to the target maintainer identifier.
6. The method according to claim 1, wherein the method further comprises:
acquiring standard operation data corresponding to the nuclear power equipment to be inspected;
comparing the nuclear power equipment information with the standard operation data to obtain a comparison result of the nuclear power equipment information and the standard operation data;
and determining an abnormal detection result according to the comparison result.
7. An inspection file generation device based on nuclear power equipment, which is characterized by comprising:
the image recognition module is used for acquiring a nuclear power equipment inspection task; identifying equipment coding images corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment inspection task, and obtaining nuclear power equipment information corresponding to the nuclear power equipment to be inspected; the nuclear power equipment information comprises static equipment information and dynamic equipment information corresponding to the nuclear power equipment during inspection, and the dynamic equipment information comprises equipment operation data in a preset time period;
the information extraction module is used for acquiring equipment state information corresponding to a preset statistical strategy and the nuclear power equipment to be inspected, wherein the preset statistical strategy comprises statistical conditions and attributes to be counted, the equipment state information is verified according to the statistical conditions, and when verification is successful, equipment attribute information corresponding to the attributes to be counted is extracted from the nuclear power equipment information to obtain target equipment information;
the abnormality detection module is used for carrying out abnormality detection on the nuclear power equipment to be inspected according to the nuclear power equipment information to obtain an abnormality detection result, and comprises the following steps: acquiring a target equipment type corresponding to the nuclear power equipment to be inspected according to the nuclear power equipment information, and calling an abnormality detection model, wherein the abnormality detection model comprises detection sub-models corresponding to multiple equipment types; inputting the equipment operation data in the preset time period into the abnormality detection model, and carrying out abnormality detection through a detection sub-model corresponding to the type of the target equipment to obtain an abnormality detection result;
The file generation module is used for counting the target equipment information and the abnormal detection result and generating a patrol file corresponding to the to-be-patrol-checked electrical equipment; screening the nuclear power equipment in the inspection file according to the abnormality detection result to obtain an abnormal nuclear power equipment identifier, and obtaining an abnormal equipment type corresponding to the abnormal nuclear power equipment identifier; obtaining an evaluation value corresponding to the abnormal nuclear power equipment identifier according to the evaluation weights respectively corresponding to the abnormal equipment type and the abnormal detection result; determining equipment priority among the abnormal nuclear power equipment identifiers according to the evaluation value; and generating an abnormal nuclear power equipment maintenance work order carrying the abnormal nuclear power equipment identifier according to the equipment priority.
8. The apparatus of claim 7, wherein the information extraction module is further configured to obtain device state information corresponding to the electrical device to be inspected; verifying the equipment state information according to the statistical conditions; and when 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 implements the steps of the method of any of claims 1 to 6 when the computer program is executed.
10. A computer readable storage medium, on which a computer program is stored, characterized in that the computer program, when being executed by a processor, implements the steps of the method of any of claims 1 to 6.
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| CN113673858B (en) * | 2021-08-13 | 2023-10-20 | 长鑫存储技术有限公司 | Maintenance method, device and system for factory equipment and storage medium |
| CN113963457A (en) * | 2021-09-30 | 2022-01-21 | 深圳供电局有限公司 | Inspection task processing method and device, computer equipment and storage medium |
| CN114615246A (en) * | 2022-02-14 | 2022-06-10 | 浙江强脑科技有限公司 | Method and device for monitoring running state of bionic hand, terminal equipment and storage medium |
| CN115190151A (en) * | 2022-07-12 | 2022-10-14 | 武汉钢铁有限公司 | Power inspection method, system and device and electronic equipment |
| CN115859162B (en) * | 2023-02-21 | 2023-05-05 | 深圳市超业电力科技有限公司 | Power distribution system health diagnosis method and related device based on Internet of things |
| CN117010601B (en) * | 2023-09-28 | 2024-01-19 | 武汉吧哒科技股份有限公司 | Data processing method, device, computer equipment and computer readable storage medium |
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