CN113033613A - State display method and device of nuclear power equipment, computer equipment and storage medium - Google Patents
State display method and device of nuclear power equipment, computer equipment and storage medium Download PDFInfo
- Publication number
- CN113033613A CN113033613A CN202110217783.9A CN202110217783A CN113033613A CN 113033613 A CN113033613 A CN 113033613A CN 202110217783 A CN202110217783 A CN 202110217783A CN 113033613 A CN113033613 A CN 113033613A
- Authority
- CN
- China
- Prior art keywords
- working state
- nuclear power
- power equipment
- data
- real
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 46
- 238000012544 monitoring process Methods 0.000 claims abstract description 226
- 238000004590 computer program Methods 0.000 claims description 28
- 230000002159 abnormal effect Effects 0.000 claims description 18
- 238000012795 verification Methods 0.000 claims description 13
- 238000004891 communication Methods 0.000 description 7
- 230000005856 abnormality Effects 0.000 description 5
- 238000010586 diagram Methods 0.000 description 5
- 238000012806 monitoring device Methods 0.000 description 4
- 239000000284 extract Substances 0.000 description 3
- 238000012545 processing Methods 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 2
- 238000004519 manufacturing process Methods 0.000 description 2
- 238000007781 pre-processing Methods 0.000 description 2
- 230000007613 environmental effect Effects 0.000 description 1
- 238000000605 extraction Methods 0.000 description 1
- 238000007689 inspection Methods 0.000 description 1
- 239000004973 liquid crystal related substance Substances 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000011022 operating instruction Methods 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 230000003068 static effect Effects 0.000 description 1
- 238000012549 training Methods 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/60—Protecting data
- G06F21/602—Providing cryptographic facilities or services
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06K—GRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K17/00—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations
- G06K17/0022—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations arrangements or provisions for transferring data to distant stations, e.g. from a sensing device
-
- 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
- G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
-
- 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—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/06—Energy or water supply
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Business, Economics & Management (AREA)
- General Physics & Mathematics (AREA)
- Economics (AREA)
- General Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Human Resources & Organizations (AREA)
- Data Mining & Analysis (AREA)
- Strategic Management (AREA)
- General Health & Medical Sciences (AREA)
- General Business, Economics & Management (AREA)
- Tourism & Hospitality (AREA)
- Marketing (AREA)
- Artificial Intelligence (AREA)
- Bioinformatics & Computational Biology (AREA)
- Life Sciences & Earth Sciences (AREA)
- Game Theory and Decision Science (AREA)
- Evolutionary Computation (AREA)
- Databases & Information Systems (AREA)
- Entrepreneurship & Innovation (AREA)
- Computational Linguistics (AREA)
- Operations Research (AREA)
- Quality & Reliability (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Development Economics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Public Health (AREA)
- Water Supply & Treatment (AREA)
- Evolutionary Biology (AREA)
- Primary Health Care (AREA)
- Bioethics (AREA)
- Computer Hardware Design (AREA)
- Computer Security & Cryptography (AREA)
- Software Systems (AREA)
- Testing And Monitoring For Control Systems (AREA)
Abstract
The application relates to a state display method and device of nuclear power equipment, computer equipment and a storage medium. The method comprises the following steps: when the preset time is reached, the electronic label acquires real-time monitoring data of the nuclear power equipment; inputting the real-time monitoring data into a state monitoring model to obtain real-time working state data of the nuclear power equipment; acquiring historical working state data of the nuclear power equipment; judging whether the real-time working state data is matched with the historical working state data; if not, updating the historical working state data into the real-time working state data; and generating and displaying the working state information of the nuclear power equipment according to the real-time working state data. By adopting the method, the efficiency of monitoring the working state of the nuclear power equipment can be improved.
Description
Technical Field
The present application relates to the field of nuclear power equipment management technologies, and in particular, to a method and an apparatus for displaying a state of a nuclear power equipment, a computer device, and a storage medium.
Background
In the production management process of a nuclear power plant, nuclear power workers need to patrol nuclear power equipment in order to ensure the safe and normal operation of a nuclear power system, so that the working state of the nuclear power equipment is normal. The traditional inspection of the nuclear power equipment is to periodically inspect each part of the nuclear power equipment one by one in a manual mode, judge whether the working state of the nuclear power equipment is normal or not, and lead to low efficiency of monitoring the working state of the nuclear power equipment due to complex process.
Disclosure of Invention
Therefore, it is necessary to provide a method and an apparatus for displaying a state of a nuclear power plant, a computer device, and a storage medium, for solving a technical problem of low efficiency in monitoring a working state of the nuclear power plant.
A state display method of nuclear power equipment is applied to an electronic label and comprises the following steps:
when a preset moment is reached, acquiring real-time monitoring data of the nuclear power equipment;
inputting the real-time monitoring data into a state monitoring model to obtain real-time working state data of the nuclear power equipment;
acquiring historical working state data of the nuclear power equipment;
judging whether the real-time working state data is matched with the historical working state data;
if not, updating the historical working state data into the real-time working state data;
and generating and displaying the working state information of the nuclear power equipment according to the real-time working state data.
In one embodiment, the acquiring real-time monitoring data of the nuclear power plant includes:
sending a work monitoring instruction aiming at the nuclear power equipment to a sensor;
receiving real-time monitoring data of the nuclear power equipment returned by the sensor; and the real-time monitoring data is obtained by the sensor monitoring the operation of the nuclear power equipment according to the operation monitoring instruction.
In one embodiment, the real-time monitoring data is image data, and the state monitoring model is an image recognition model; the inputting the real-time monitoring data into a state monitoring model to obtain the real-time working state data of the nuclear power equipment comprises the following steps:
inputting the image data into the image recognition model;
extracting a target object from the image data through the image recognition model;
and taking the target object as real-time working state data of the nuclear power equipment.
In one embodiment, the historical working state data is data in a preset format or data in a preset naming rule; the acquiring of the historical working state data of the nuclear power equipment comprises the following steps:
reading historical working state data of the nuclear power equipment from a memory according to a preset query condition; the preset query condition is a preset format condition or a preset naming rule condition.
In one embodiment, the updating the historical operating condition data to the real-time operating condition data includes:
deleting the historical working state data in the memory;
and storing the real-time working state data into the memory according to the preset format or the naming rule.
In one embodiment, the method further comprises:
when a working state information acquisition request sent by a nuclear power equipment monitoring terminal is received, verifying the working state information acquisition request;
and if the verification is passed, the working state information is sent to the nuclear power equipment monitoring terminal.
In one embodiment, the method further comprises:
encrypting the working state information to obtain encrypted working state information;
sending the encrypted working state information to an electronic label of the target nuclear power equipment; the target nuclear power plant is a nuclear power plant associated with the nuclear power plant.
In one embodiment, the method further comprises:
inputting the real-time monitoring data into a prediction monitoring model to obtain prediction monitoring data; the monitoring and predicting model is a time series model;
inputting the predicted monitoring data into the state monitoring model to obtain predicted working state data of the nuclear power equipment;
and generating and displaying the predicted working state information of the nuclear power equipment according to the predicted state data.
In one embodiment, the method further comprises:
judging whether the predicted working state information is working state abnormal information or not;
and if so, sending the abnormal working state information to a nuclear power equipment monitoring terminal.
A status display apparatus of a nuclear power plant, the apparatus comprising:
the real-time monitoring data acquisition module is used for acquiring real-time monitoring data of the nuclear power equipment when a preset moment is reached;
the working state data acquisition module is used for inputting the real-time monitoring data into a state monitoring model to obtain the real-time working state data of the nuclear power equipment;
the historical working state data acquisition module is used for acquiring the historical working state data of the nuclear power equipment;
the working state judging module is used for judging whether the real-time working state data is matched with the historical working state data;
the working state updating module is used for updating the historical working state data into the real-time working state data if the real-time working state data is not matched with the historical working state data;
and the working state information generating module is used for generating and displaying the working state information of the nuclear power equipment according to the real-time working state data.
In one embodiment, the real-time monitoring data obtaining module is further configured to:
sending a work monitoring instruction aiming at the nuclear power equipment to a sensor;
receiving real-time monitoring data of the nuclear power equipment returned by the sensor; and the real-time monitoring data is obtained by the sensor monitoring the operation of the nuclear power equipment according to the operation monitoring instruction.
In one embodiment, the real-time monitoring data is image data, and the state monitoring model is an image recognition model; the working state data acquisition module is further configured to:
inputting the image data into the image recognition model;
extracting a target object from the image data through the image recognition model;
and taking the target object as real-time working state data of the nuclear power equipment.
In one embodiment, the historical working state data is data in a preset format or data in a preset naming rule; the historical working state data acquisition module is further used for:
reading historical working state data of the nuclear power equipment from a memory according to a preset query condition; the preset query condition is a preset format condition or a preset naming rule condition.
In one embodiment, the operating state updating module is further configured to:
deleting the historical working state data in the memory;
and storing the real-time working state data into the memory according to the preset format or the naming rule.
In one embodiment, the apparatus further comprises:
the request verification module is used for verifying the working state information acquisition request when receiving the working state information acquisition request sent by the nuclear power equipment monitoring terminal;
and the information sending module is used for sending the working state information to the nuclear power equipment monitoring terminal if the verification is passed.
In one embodiment, the apparatus further comprises:
the information encryption module is used for encrypting the working state information to obtain the encrypted working state information;
the information sending module is also used for sending the encrypted working state information to an electronic label of target nuclear power equipment; the target nuclear power plant is a nuclear power plant associated with the nuclear power plant.
In one embodiment, the apparatus further comprises:
the predicted monitoring data obtaining module is used for inputting the real-time monitoring data into a predicted monitoring model to obtain predicted monitoring data; the monitoring and predicting model is a time series model;
the working state data acquisition module is further used for inputting the predicted monitoring data into the state monitoring model to obtain predicted working state data of the nuclear power equipment;
and the working state information generating module is also used for generating and displaying the predicted working state information of the nuclear power equipment according to the predicted state data.
In one embodiment, the apparatus further comprises:
the working state information judging module is used for judging whether the predicted working state information is working state abnormal information or not;
the information sending module is further configured to send the abnormal working state information to a nuclear power equipment monitoring terminal if the predicted working state information is abnormal working state information.
A computer device comprising a memory storing a computer program and a processor implementing the steps of the above method when executing the computer program.
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 above-mentioned method.
According to the state display method and device of the nuclear power equipment, the computer equipment and the storage medium, when the preset moment is reached, the real-time monitoring data of the nuclear power equipment are obtained; inputting the real-time monitoring data into a state monitoring model to obtain real-time working state data of the nuclear power equipment; acquiring historical working state data of nuclear power equipment; judging whether the real-time working state data is matched with the historical working state data; if not, updating the historical working state data into real-time working state data; and generating and displaying the working state information of the nuclear power equipment according to the real-time working state data, so that nuclear power workers can quickly acquire the working state of the nuclear power equipment, and the efficiency of monitoring the working state of the nuclear power equipment is improved.
Drawings
FIG. 1 is an environmental diagram illustrating a method for displaying the status of a nuclear power plant in one embodiment;
FIG. 2 is a schematic flow chart illustrating a method for displaying the status of a nuclear power plant according to one embodiment;
FIG. 3 is a schematic flow chart of a method for displaying the status of a nuclear power plant in another embodiment;
FIG. 4 is a block diagram of a state display device of a nuclear power plant according to an embodiment;
FIG. 5 is a block diagram of a state display device of a nuclear power plant in another embodiment;
FIG. 6 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 state display method of the nuclear power equipment can be applied to the application environment shown in the figure 1. The nuclear power equipment 102 is associated with the electronic sign 104, the electronic sign 104 stores the operating state data of the nuclear power equipment, and the electronic sign 104 is in communication connection with the server 106. The state display method of the nuclear power equipment is performed on the electronic sign 104 corresponding to the nuclear power equipment 102 for explanation, and when the preset time is reached, the electronic sign 104 acquires real-time monitoring data of the nuclear power equipment 102; inputting the real-time monitoring data into a state monitoring model to obtain real-time working state data of the nuclear power equipment; then acquiring historical working state data of the nuclear power equipment from a local storage or from the server 106; judging whether the real-time working state data is matched with the historical working state data; if not, updating the historical working state data into real-time working state data; and generating and displaying the working state information of the nuclear power equipment 102 according to the real-time working state data. The server 106 may be implemented as a stand-alone server or a server cluster composed of a plurality of servers.
In an embodiment, as shown in fig. 2, a method for displaying a state of a nuclear power plant is provided, which is described by taking the method as an example applied to the electronic sign in fig. 1, and includes the following steps:
s202, when the preset moment is reached, acquiring real-time monitoring data of the nuclear power equipment.
The electronic label periodically acquires real-time monitoring data of the associated nuclear power equipment, and the preset moment is a moment of a period after the moment of acquiring the real-time monitoring data last time; the real-time monitoring data are obtained by monitoring the working state of corresponding parts of the nuclear power equipment through each monitoring device, the electronic label is in data communication with the corresponding monitoring devices through different interfaces, the monitoring devices can be sensors or cameras, and the corresponding parts of the nuclear power equipment can be core parts of the nuclear power equipment.
In one embodiment, when a preset time is reached, the electronic sign sends a work monitoring instruction for the nuclear power equipment associated with the electronic sign to the sensor, the sensor returns collected real-time monitoring data to the electronic sign according to the work monitoring instruction after receiving the work monitoring instruction, and the electronic sign receives the real-time monitoring data returned by the sensor.
And S204, inputting the real-time monitoring data into the state monitoring model to obtain the real-time working state data of the nuclear power equipment.
The state monitoring model is a model built by the electronic label according to historical monitoring data, and is obtained by training the historical monitoring data of the nuclear power equipment in a normal working state and the historical monitoring data of the nuclear power equipment in an abnormal working state; the state monitoring model can generate real-time working state data of the nuclear power equipment according to the real-time monitoring data, and the real-time working state data is used for describing the overall working state of the nuclear power equipment in real time.
In one embodiment, after receiving the real-time monitoring data of the nuclear power equipment, the electronic sign inputs the real-time monitoring data into the state monitoring model, and analyzes and processes the real-time monitoring data through the state monitoring model to generate the real-time working state data of the nuclear power equipment.
In one embodiment, the camera transmits acquired image data to the electronic sign in real time, the electronic sign stores the received image data, when the preset time is reached, the nuclear power equipment performs feature extraction on the received image data to obtain image feature data, the image feature data and other real-time monitoring data returned by other sensors are input into the state monitoring model, and the image feature data and the other real-time monitoring data are analyzed and processed through the state model to generate real-time working state data of the nuclear power equipment.
In one embodiment, the real-time monitoring data is image data, the state monitoring model is an image recognition model, the electronic label receives the image data, inputs the image data into the image recognition model, extracts a target object from the image data through the image recognition model, and uses the target object as the real-time working state data of the nuclear power equipment.
In one embodiment, after receiving the image data, the electronic signage performs preprocessing on the image data to obtain preprocessed image data, then inputs the preprocessed image data into an image recognition model, extracts a target object from the preprocessed image data through the image recognition model, and uses the extracted target object as real-time working state data of the nuclear power equipment. The preprocessing may be noise reduction processing or binarization processing.
And S206, acquiring historical working state data of the nuclear power equipment.
The historical working state data is obtained by analyzing and processing monitoring data acquired at the historical preset moment through the real-time monitoring model at the historical preset moment. The historical preset time may specifically be a historical time that differs from the preset time by at least one cycle.
In one embodiment, when the historical preset time is reached, the electronic sign acquires monitoring data corresponding to the nuclear power equipment, inputs the monitoring data into the state monitoring model to obtain working state data of the nuclear power equipment, and stores the working state data. When the preset time is reached, the electronic label reads the working state data from the local memory and takes the working state data as historical working state data.
In one embodiment, after obtaining the operating state data of the nuclear power equipment at the historical preset time, the electronic sign may send the operating state data of the nuclear power equipment at the historical preset time to the server for storage, so that when the preset time is reached, the electronic sign requests the operating state data of the nuclear power equipment at the historical preset time from the server, and uses the operating state data of the nuclear power equipment at the historical preset time as the historical operating state data.
And S208, judging whether the real-time working state data is matched with the historical working state data.
The matching between the real-time working state data and the historical working state data can be that the real-time working state data is completely the same as the historical working state data, or that a key field in the real-time working state data is the same as a key field in the historical working state data.
In one embodiment, the electronic sign respectively extracts a first key field of the real-time working state data and a second key field of the historical working state data, then judges whether the first key field and the second key field are the same, and if yes, determines that the real-time working state data is matched with the historical working state data; if not, determining that the real-time working state data is not matched with the historical working state data.
And S210, if not, updating the historical working state data into real-time working state data.
In one embodiment, when the electronic sign determines that the real-time working state data does not match the historical working state data, the electronic sign updates the historical working state data stored in the memory to the real-time working state data. The specific data updating mode is that historical working state data in the memory is deleted, and real-time working state data is stored in the memory according to a preset format or a naming rule.
And S212, generating and displaying the working state information of the nuclear power equipment according to the real-time working state data.
The operating state information is information representing a current operating state of the nuclear power equipment, and specifically may be operating state normal information or operating state abnormal information.
In one embodiment, after the historical operating state data is updated to the real-time operating state data, the electronic sign generates operating state information of the nuclear power equipment according to the real-time operating state data stored in the memory, and displays the operating state information through a display of the electronic sign. The specific process of displaying the generated working state information is as follows: and stopping displaying the operating state information which is being displayed and generated based on the historical operating state data, and displaying the operating state information generated based on the real-time operating state data.
In one embodiment, if the electronic sign determines that the real-time working state data matches the historical working state data, the electronic sign keeps the stored historical working state unchanged and continues to display the working state information of the nuclear power equipment generated based on the historical working state data.
In the embodiment, when the preset time is reached, the electronic label acquires real-time monitoring data of the nuclear power equipment; inputting the real-time monitoring data into a state monitoring model to obtain real-time working state data of the nuclear power equipment; acquiring historical working state data of nuclear power equipment; judging whether the real-time working state data is matched with the historical working state data; if not, updating the historical working state data into real-time working state data; and generating and displaying the working state information of the nuclear power equipment according to the real-time working state data, so that nuclear power workers can quickly acquire the working state of the nuclear power equipment, and the efficiency of monitoring the working state of the nuclear power equipment is improved.
In one embodiment, the historical operating state data is data in a preset format or data in a preset naming rule, and the obtaining of the historical operating state data of the nuclear power equipment by the electronic sign may specifically be: reading historical working state data of the nuclear power equipment from a memory according to a preset query condition; the preset query condition is a preset format condition or a preset naming rule condition. The preset format condition is matched with the preset format of the historical working state data, and the preset naming rule condition is matched with the preset naming rule of the historical working state data.
In the embodiment, the electronic sign stores the historical working state data according to the preset format or the preset naming rule, so that when the real-time working state of the nuclear power equipment needs to be determined according to the historical working state data, the historical working state data can be quickly acquired according to the preset format condition or the preset naming rule condition, and the efficiency of monitoring the working state of the nuclear power equipment is further improved.
In one embodiment, when the electronic sign receives a working state information acquisition request sent by a nuclear power equipment monitoring terminal, the working state information acquisition request is verified, and when the verification is passed, the generated working state information is sent to the nuclear power equipment monitoring terminal. The working state information acquisition request carries the nuclear power equipment monitoring terminal identification and the user identity information, and the verification process specifically comprises the following steps: after receiving the working state information acquisition request, the electronic label first verifies whether the nuclear power equipment monitoring terminal identification in the working state information acquisition request is matched with user identity information, if so, further verifies whether a user corresponding to the identity information has the authority to check the working state information of the associated nuclear power equipment, and if so, sends the generated working state information to the nuclear power equipment monitoring terminal.
In the embodiment, when the electronic sign receives the working state information acquisition request sent by the nuclear power equipment monitoring terminal, the working state information acquisition request is verified, and when the verification is passed, the generated working state information is sent to the nuclear power equipment monitoring terminal, so that when the nuclear power equipment monitoring terminal can timely monitor the working state of the nuclear power equipment, the information safety between the nuclear power equipment monitoring terminal and the electronic sign is further ensured.
In one embodiment, after the electronic tag generates the working state information according to the real-time working state data, the generated working state information is encrypted to obtain encrypted working state information, and then the encrypted working state information is sent to the electronic tag of the target nuclear power equipment. The target nuclear power equipment is nuclear power equipment associated with the nuclear power equipment corresponding to the operating state information, and specifically may be standby nuclear power equipment of the nuclear power equipment corresponding to the operating state information, or other nuclear power equipment belonging to the same nuclear power system as the nuclear power equipment corresponding to the operating state information. And after receiving the encrypted working state information, the target nuclear power equipment decrypts the encrypted working state information to obtain the working state information of the nuclear power equipment, and adjusts the working state of the target nuclear power equipment according to the working state information.
For example, the nuclear power equipment a and the nuclear power equipment B belong to the same nuclear power system, the electronic sign a of the nuclear power equipment a generates and encrypts the operating state information of the nuclear power equipment a, and then sends the encrypted operating state information of the nuclear power equipment a to the electronic sign B corresponding to the nuclear power equipment B, and after receiving the encrypted operating state information of the nuclear power equipment a, the electronic sign B decrypts the encrypted operating state information of the nuclear power equipment a to obtain the operating state information of the nuclear power equipment a, and if the operating state information of the nuclear power equipment a is the operating state abnormality information, the electronic sign B sends a stop instruction to the nuclear power equipment B to stop the nuclear power equipment B, so that the production risk of other nuclear power equipment due to the abnormal operating state of the nuclear power equipment a is avoided.
For another example, the nuclear power equipment C is standby nuclear power equipment of the nuclear power equipment a, after the electronic label a of the nuclear power equipment a generates and encrypts the operating state information of the nuclear power equipment a, the encrypted operating state information of the nuclear power equipment a is sent to the electronic label C corresponding to the nuclear power equipment C, after the electronic label C receives the encrypted operating state information of the nuclear power equipment a, the encrypted operating state information of the nuclear power equipment a is decrypted to obtain the operating state information of the nuclear power equipment a, and if the operating state information of the nuclear power equipment a is abnormal operating state information, the electronic label C sends a start operating instruction to the nuclear power equipment C, so that the nuclear power equipment C works in place of the nuclear power equipment a, and normal operation of the nuclear power system is guaranteed.
In the above embodiment, after the electronic sign generates the operating state information according to the real-time operating state data, the generated operating state information is encrypted, and the encrypted operating state information is sent to the electronic sign of the target nuclear power equipment, so that when the operating state of the monitored nuclear power equipment changes, the operating state information can be safely and timely sent to the electronic sign of the target nuclear power equipment associated with the monitored nuclear power equipment, and the target nuclear power equipment can correspondingly adjust the operating state of the target nuclear power equipment, so that the nuclear power system can safely and efficiently operate.
In one embodiment, after receiving real-time monitoring data of nuclear power equipment, the electronic sign inputs the real-time monitoring data into a prediction monitoring model, predicts the prediction monitoring data of the nuclear power equipment which is possibly monitored by the monitoring equipment at the next preset moment through the prediction monitoring model, inputs the prediction monitoring data into a state monitoring model to obtain the prediction working state of the nuclear power equipment, generates prediction working state information according to the prediction working state, and displays the prediction working state information. The prediction monitoring model can be a time series prediction model with multiple dimensions, and the multiple dimensions mean that each monitoring device corresponds to one dimension; the next preset time differs from the preset time by one cycle.
In one embodiment, the electronic sign generates predicted working state information, judges whether the predicted working state information is working state abnormality information or not, and sends the predicted working state information to the nuclear power equipment monitoring terminal when the predicted working state information is the working state abnormality information, so that the nuclear power equipment monitoring terminal performs operation related to operation risk avoidance on the nuclear power equipment according to the predicted working state information.
In the embodiment, the electronic sign inputs the real-time monitoring data into the preset monitoring model to obtain the predicted monitoring data and further obtain the predicted working state of the nuclear power equipment, so that the impending abnormality of the nuclear power equipment can be pre-warned, and the nuclear power system can operate safely and efficiently.
In an embodiment, as shown in fig. 3, a method for displaying a state of a nuclear power plant is further provided, which is described by taking the method as an example applied to the electronic sign in fig. 1, and includes the following steps:
and S302, when the preset time is reached, sending a work monitoring instruction aiming at the nuclear power equipment to the sensor.
And S304, receiving real-time monitoring data of the nuclear power equipment returned by the sensor.
And S306, inputting the real-time monitoring data into the state monitoring model to obtain the real-time working state data of the nuclear power equipment.
And S308, reading the historical working state data of the nuclear power equipment from the memory according to preset query conditions.
S310, judging whether the real-time working state data is matched with the historical working state data.
If yes, go to S322; if not, go to S312.
And S312, deleting the historical working state data in the memory.
And S314, storing the real-time working state data into a memory according to a preset format or a naming rule.
And S316, generating and displaying the working state information of the nuclear power equipment according to the real-time working state data.
And S318, encrypting the working state information to obtain the encrypted working state information.
And S320, sending the encrypted working state information to an electronic label of the target nuclear power equipment.
S322, keeping the historical working state data in the memory unchanged.
It should be understood that although the steps in the flowcharts of fig. 2 and 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 and 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 a status display apparatus of a nuclear power plant, including: a real-time monitoring data acquisition module 402, a working state data acquisition module 404, a historical working state data acquisition module 406, a working state judgment module 408, a working state update module 410, and a working state information generation module 412, wherein:
a real-time monitoring data acquisition module 402, configured to acquire real-time monitoring data of a nuclear power plant when a preset time is reached;
a working state data obtaining module 404, configured to input the real-time monitoring data into a state monitoring model to obtain real-time working state data of the nuclear power plant;
a historical operating state data acquisition module 406, which acquires historical operating state data of the nuclear power equipment;
a working state judging module 408, configured to judge whether the real-time working state data matches the historical working state data;
a working state updating module 410, configured to update the historical working state data to the real-time working state data if the real-time working state data does not match the historical working state data;
and the working state information generating module 412 is configured to generate and display working state information of the nuclear power equipment according to the real-time working state data.
In one embodiment, the real-time monitoring data obtaining module 402 is further configured to:
sending a work monitoring instruction aiming at nuclear power equipment to a sensor;
receiving real-time monitoring data of nuclear power equipment returned by a sensor; the real-time monitoring data is obtained by the sensor according to the work monitoring instruction to carry out work monitoring on the nuclear power equipment.
In one embodiment, the real-time monitoring data is image data, and the state monitoring model is an image recognition model; the operating state data acquisition module 404 is further configured to:
inputting image data into an image recognition model;
extracting a target object from the image data through an image recognition model;
and taking the target object as real-time working state data of the nuclear power equipment.
In one embodiment, the operational status update module 410 is further configured to:
deleting historical working state data in the memory;
and storing the real-time working state data into a memory according to a preset format or a naming rule.
In the embodiment, when the preset time is reached, the electronic label acquires real-time monitoring data of the nuclear power equipment; inputting the real-time monitoring data into a state monitoring model to obtain real-time working state data of the nuclear power equipment; acquiring historical working state data of nuclear power equipment; judging whether the real-time working state data is matched with the historical working state data; if not, updating the historical working state data into real-time working state data; and generating and displaying the working state information of the nuclear power equipment according to the real-time working state data, so that nuclear power workers can quickly acquire the working state of the nuclear power equipment and the efficiency of monitoring the working state of the nuclear power equipment.
In one embodiment, the historical working state data is data in a preset format or data in a preset naming rule; the historical operating state data obtaining module 406 is further configured to:
reading historical working state data of the nuclear power equipment from a memory according to a preset query condition; the preset query condition is a preset format condition or a preset naming rule condition.
In the embodiment, the electronic sign stores the historical working state data according to the preset format or the preset naming rule, so that when the real-time working state of the nuclear power equipment needs to be determined according to the historical working state data, the historical working state data can be quickly acquired according to the preset format condition or the preset naming rule condition, and the efficiency of monitoring the working state of the nuclear power equipment is further improved.
In one embodiment, as shown in fig. 5, the apparatus further comprises: a request verification module 414 and an information sending module 416, wherein:
the request verification module 414 is configured to verify the working state information acquisition request when receiving the working state information acquisition request sent by the nuclear power equipment monitoring terminal;
and the information sending module 416 is configured to send the working state information to the nuclear power equipment monitoring terminal if the verification is passed.
In the embodiment, when the electronic sign receives the working state information acquisition request sent by the nuclear power equipment monitoring terminal, the working state information acquisition request is verified, and when the verification is passed, the generated working state information is sent to the nuclear power equipment monitoring terminal, so that when the nuclear power equipment monitoring terminal can timely monitor the working state of the nuclear power equipment, the information safety between the nuclear power equipment monitoring terminal and the electronic sign is further ensured.
In one embodiment, as shown in fig. 5, the apparatus further comprises: an information encryption module 418, wherein:
the information encryption module 418 is configured to encrypt the working state information to obtain encrypted working state information;
the information sending module 416 is further configured to send the encrypted operating state information to an electronic label of the target nuclear power equipment; the target nuclear power plant is a nuclear power plant associated with the nuclear power plant.
In the above embodiment, after the electronic sign generates the operating state information according to the real-time operating state data, the generated operating state information is encrypted, and the encrypted operating state information is sent to the electronic sign of the target nuclear power equipment, so that when the operating state of the monitored nuclear power equipment changes, the operating state information can be safely and timely sent to the electronic sign of the target nuclear power equipment associated with the monitored nuclear power equipment, and the target nuclear power equipment can correspondingly adjust the operating state of the target nuclear power equipment, so that the nuclear power system can safely and efficiently operate.
In one embodiment, as shown in fig. 5, the apparatus further comprises: the predictive monitoring data acquisition module 420, wherein:
a predicted monitoring data obtaining module 420, configured to input the real-time monitoring data into the predicted monitoring model to obtain predicted monitoring data; monitoring the prediction model as a time series model;
the working state data obtaining module 404 is further configured to input the predicted monitoring data into the state monitoring model to obtain predicted working state data of the nuclear power equipment;
the working state information generating module 412 is further configured to generate and display the predicted working state information of the nuclear power equipment according to the predicted state data.
In one embodiment, as shown in fig. 5, the apparatus further comprises: the working state information determining module 422, wherein:
a working state information judging module 422, configured to judge whether the predicted working state information is working state abnormal information;
the information sending module 416 is further configured to send the abnormal operating state information to the nuclear power equipment monitoring terminal if the predicted operating state information is abnormal operating state information.
In the embodiment, the electronic sign inputs the real-time monitoring data into the preset monitoring model to obtain the predicted monitoring data and further obtain the predicted working state of the nuclear power equipment, so that the impending abnormality of the nuclear power equipment can be pre-warned, and the nuclear power system can operate safely and efficiently.
For specific limitations of the state display device of the nuclear power equipment, reference may be made to the above limitations of the state display method of the nuclear power equipment, and details are not described herein again. All or part of the modules in the state display device of the nuclear power equipment can be realized by software, hardware and a combination thereof. 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, which may be embodied as an electronic sign, is provided, and an internal structure thereof may be as shown in fig. 6. 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 implement a method for displaying the status of 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, 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. 6 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, comprising a memory and a processor, the memory having stored therein a computer program that, when executed by the processor, causes the processor to perform the steps of: when a preset moment is reached, acquiring real-time monitoring data of the nuclear power equipment; inputting the real-time monitoring data into a state monitoring model to obtain real-time working state data of the nuclear power equipment; acquiring historical working state data of the nuclear power equipment; judging whether the real-time working state data is matched with the historical working state data; if not, updating the historical working state data into the real-time working state data; and generating and displaying the working state information of the nuclear power equipment according to the real-time working state data.
In one embodiment, the computer program, when executed by the processor, causes the processor to perform the following steps in particular: sending a work monitoring instruction aiming at nuclear power equipment to a sensor; receiving real-time monitoring data of nuclear power equipment returned by a sensor; the real-time monitoring data is obtained by the sensor according to the work monitoring instruction to carry out work monitoring on the nuclear power equipment.
In one embodiment, the real-time monitoring data is image data, and the state monitoring model is an image recognition model; when the computer program is executed by the processor to input the real-time monitoring data into the state monitoring model to obtain the real-time working state data of the nuclear power equipment, the processor is enabled to specifically execute the following steps: inputting image data into an image recognition model; extracting a target object from the image data through an image recognition model; and taking the target object as real-time working state data of the nuclear power equipment.
In one embodiment, the historical working state data is data in a preset format or data in a preset naming rule; when the computer program is executed by the processor to obtain the historical working state data of the nuclear power equipment, the processor is enabled to specifically execute the following steps: reading historical working state data of the nuclear power equipment from a memory according to a preset query condition; the preset query condition is a preset format condition or a preset naming rule condition.
In one embodiment, the computer program, when executed by the processor, causes the processor to perform the steps of updating the historical operating state data to real-time operating state data, in particular: deleting historical working state data in the memory; and storing the real-time working state data into a memory according to a preset format or a naming rule.
In one embodiment, the computer program, when executed by the processor, causes the processor to further perform the steps of: when a working state information acquisition request sent by a nuclear power equipment monitoring terminal is received, verifying the working state information acquisition request; and if the verification is passed, the working state information is sent to the nuclear power equipment monitoring terminal.
In one embodiment, the computer program, when executed by the processor, causes the processor to further perform the steps of: encrypting the working state information to obtain the encrypted working state information; sending the encrypted working state information to an electronic label of the target nuclear power equipment; the target nuclear power plant is a nuclear power plant associated with the nuclear power plant.
In one embodiment, the computer program, when executed by the processor, causes the processor to further perform the steps of: inputting the real-time monitoring data into a prediction monitoring model to obtain prediction monitoring data; monitoring the prediction model as a time series model; inputting the predicted monitoring data into a state monitoring model to obtain predicted working state data of the nuclear power equipment; and generating and displaying the predicted working state information of the nuclear power equipment according to the predicted state data.
In one embodiment, the computer program, when executed by the processor, causes the processor to further perform the steps of: judging whether the predicted working state information is working state abnormal information or not; and if so, sending the abnormal working state information to the nuclear power equipment monitoring terminal.
In one embodiment, a computer readable storage medium is provided, storing a computer program that, when executed by a processor, causes the processor to perform the steps of: when a preset moment is reached, acquiring real-time monitoring data of the nuclear power equipment; inputting the real-time monitoring data into a state monitoring model to obtain real-time working state data of the nuclear power equipment; acquiring historical working state data of the nuclear power equipment; judging whether the real-time working state data is matched with the historical working state data; if not, updating the historical working state data into the real-time working state data; and generating and displaying the working state information of the nuclear power equipment according to the real-time working state data.
In one embodiment, the computer program, when executed by the processor, causes the processor to perform the following steps in particular: sending a work monitoring instruction aiming at nuclear power equipment to a sensor; receiving real-time monitoring data of nuclear power equipment returned by a sensor; the real-time monitoring data is obtained by the sensor according to the work monitoring instruction to carry out work monitoring on the nuclear power equipment.
In one embodiment, the real-time monitoring data is image data, and the state monitoring model is an image recognition model; when the computer program is executed by the processor to input the real-time monitoring data into the state monitoring model to obtain the real-time working state data of the nuclear power equipment, the processor is enabled to specifically execute the following steps: inputting image data into an image recognition model; extracting a target object from the image data through an image recognition model; and taking the target object as real-time working state data of the nuclear power equipment.
In one embodiment, the historical working state data is data in a preset format or data in a preset naming rule; when the computer program is executed by the processor to obtain the historical working state data of the nuclear power equipment, the processor is enabled to specifically execute the following steps: reading historical working state data of the nuclear power equipment from a memory according to a preset query condition; the preset query condition is a preset format condition or a preset naming rule condition.
In one embodiment, the computer program, when executed by the processor, causes the processor to perform the steps of updating the historical operating state data to real-time operating state data, in particular: deleting historical working state data in the memory; and storing the real-time working state data into a memory according to a preset format or a naming rule.
In one embodiment, the computer program, when executed by the processor, causes the processor to further perform the steps of: when a working state information acquisition request sent by a nuclear power equipment monitoring terminal is received, verifying the working state information acquisition request; and if the verification is passed, the working state information is sent to the nuclear power equipment monitoring terminal.
In one embodiment, the computer program, when executed by the processor, causes the processor to further perform the steps of: encrypting the working state information to obtain the encrypted working state information; sending the encrypted working state information to an electronic label of the target nuclear power equipment; the target nuclear power plant is a nuclear power plant associated with the nuclear power plant.
In one embodiment, the computer program, when executed by the processor, causes the processor to further perform the steps of: inputting the real-time monitoring data into a prediction monitoring model to obtain prediction monitoring data; monitoring the prediction model as a time series model; inputting the predicted monitoring data into a state monitoring model to obtain predicted working state data of the nuclear power equipment; and generating and displaying the predicted working state information of the nuclear power equipment according to the predicted state data.
In one embodiment, the computer program, when executed by the processor, causes the processor to further perform the steps of: judging whether the predicted working state information is working state abnormal information or not; and if so, sending the abnormal working state information to the nuclear power equipment monitoring terminal.
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 (12)
1. A state display method of nuclear power equipment is applied to an electronic label and is characterized by comprising the following steps:
when a preset moment is reached, acquiring real-time monitoring data of the nuclear power equipment;
inputting the real-time monitoring data into a state monitoring model to obtain real-time working state data of the nuclear power equipment;
acquiring historical working state data of the nuclear power equipment;
judging whether the real-time working state data is matched with the historical working state data;
if not, updating the historical working state data into the real-time working state data;
and generating and displaying the working state information of the nuclear power equipment according to the real-time working state data.
2. The method of claim 1, wherein the acquiring real-time monitoring data of the nuclear power plant comprises:
sending a work monitoring instruction aiming at the nuclear power equipment to a sensor;
receiving real-time monitoring data of the nuclear power equipment returned by the sensor; and the real-time monitoring data is obtained by the sensor monitoring the operation of the nuclear power equipment according to the operation monitoring instruction.
3. The method of claim 1, wherein the real-time monitoring data is image data and the condition monitoring model is an image recognition model; the inputting the real-time monitoring data into a state monitoring model to obtain the real-time working state data of the nuclear power equipment comprises the following steps:
inputting the image data into the image recognition model;
extracting a target object from the image data through the image recognition model;
and taking the target object as real-time working state data of the nuclear power equipment.
4. The method according to claim 1, wherein the historical operating state data is data in a preset format or data in a preset naming rule; the acquiring of the historical working state data of the nuclear power equipment comprises the following steps:
reading historical working state data of the nuclear power equipment from a memory according to a preset query condition; the preset query condition is a preset format condition or a preset naming rule condition.
5. The method of claim 4, wherein the updating the historical operating state data to the real-time operating state data comprises:
deleting the historical working state data in the memory;
and storing the real-time working state data into the memory according to the preset format or the naming rule.
6. The method of claim 1, further comprising:
when a working state information acquisition request sent by a nuclear power equipment monitoring terminal is received, verifying the working state information acquisition request;
and if the verification is passed, the working state information is sent to the nuclear power equipment monitoring terminal.
7. The method of claim 1, further comprising:
encrypting the working state information to obtain encrypted working state information;
sending the encrypted working state information to an electronic label of the target nuclear power equipment; the target nuclear power plant is a nuclear power plant associated with the nuclear power plant.
8. The method of claim 1, further comprising:
inputting the real-time monitoring data into a prediction monitoring model to obtain prediction monitoring data; the monitoring and predicting model is a time series model;
inputting the predicted monitoring data into the state monitoring model to obtain predicted working state data of the nuclear power equipment;
and generating and displaying the predicted working state information of the nuclear power equipment according to the predicted state data.
9. The method of claim 8, further comprising:
judging whether the predicted working state information is working state abnormal information or not;
and if so, sending the abnormal working state information to a nuclear power equipment monitoring terminal.
10. A status display device of a nuclear power plant, the device comprising:
the real-time monitoring data acquisition module is used for acquiring real-time monitoring data of the nuclear power equipment when a preset moment is reached;
the working state data acquisition module is used for inputting the real-time monitoring data into a state monitoring model to obtain the real-time working state data of the nuclear power equipment;
the historical working state data acquisition module is used for acquiring the historical working state data of the nuclear power equipment;
the working state judging module is used for judging whether the real-time working state data is matched with the historical working state data;
the working state updating module is used for updating the historical working state data into the real-time working state data if the real-time working state data is not matched with the historical working state data;
and the working state information generating module is used for generating and displaying the working state information of the nuclear power equipment according to the real-time working state data.
11. A computer device comprising a memory and a processor, the memory storing a computer program, wherein the processor implements the steps of the method of any one of claims 1 to 9 when executing the computer program.
12. 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 9.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110217783.9A CN113033613A (en) | 2021-02-26 | 2021-02-26 | State display method and device of nuclear power equipment, computer equipment and storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110217783.9A CN113033613A (en) | 2021-02-26 | 2021-02-26 | State display method and device of nuclear power equipment, computer equipment and storage medium |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN113033613A true CN113033613A (en) | 2021-06-25 |
Family
ID=76461789
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202110217783.9A Pending CN113033613A (en) | 2021-02-26 | 2021-02-26 | State display method and device of nuclear power equipment, computer equipment and storage medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN113033613A (en) |
Citations (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2004222137A (en) * | 2003-01-17 | 2004-08-05 | Yokogawa Electric Corp | Monitoring system |
| CN102663412A (en) * | 2012-02-27 | 2012-09-12 | 浙江大学 | Power equipment current-carrying fault trend prediction method based on least squares support vector machine |
| JP2012252556A (en) * | 2011-06-03 | 2012-12-20 | Mitsubishi Heavy Ind Ltd | Plant monitoring device, plant monitoring program and plant monitoring method |
| FR3010045A1 (en) * | 2013-09-04 | 2015-03-06 | Dcns | DEVICE FOR SUPERVISION OF A STRUCTURE COMPRISING PREMISES AND FUNCTIONAL SYSTEMS COMPRISING EQUIPMENT PLACED IN THE PREMISES |
| CN106655502A (en) * | 2016-11-18 | 2017-05-10 | 广东电网有限责任公司中山供电局 | Method and device for acquiring running state data of power distribution network equipment |
| CN107146648A (en) * | 2017-05-05 | 2017-09-08 | 中广核工程有限公司 | A kind of monitoring system and method for nuclear power generating equipment |
| CN109214723A (en) * | 2018-11-13 | 2019-01-15 | 中国兵器装备集团自动化研究所 | A kind of intelligent manufacturing cell integrated monitoring system |
| CN109840803A (en) * | 2019-01-04 | 2019-06-04 | 平安科技（深圳）有限公司 | Data entry method, user terminal, background server and storage medium |
| CN110677286A (en) * | 2019-09-24 | 2020-01-10 | 京信通信系统（中国）有限公司 | Power failure alarm monitoring method, device and system |
| CN110888788A (en) * | 2019-10-16 | 2020-03-17 | 平安科技（深圳）有限公司 | Anomaly detection method and device, computer equipment and storage medium |
| CN112257610A (en) * | 2020-10-23 | 2021-01-22 | 岭东核电有限公司 | Nuclear power equipment monitoring method and device, computer equipment and storage medium |
-
2021
- 2021-02-26 CN CN202110217783.9A patent/CN113033613A/en active Pending
Patent Citations (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2004222137A (en) * | 2003-01-17 | 2004-08-05 | Yokogawa Electric Corp | Monitoring system |
| JP2012252556A (en) * | 2011-06-03 | 2012-12-20 | Mitsubishi Heavy Ind Ltd | Plant monitoring device, plant monitoring program and plant monitoring method |
| CN102663412A (en) * | 2012-02-27 | 2012-09-12 | 浙江大学 | Power equipment current-carrying fault trend prediction method based on least squares support vector machine |
| FR3010045A1 (en) * | 2013-09-04 | 2015-03-06 | Dcns | DEVICE FOR SUPERVISION OF A STRUCTURE COMPRISING PREMISES AND FUNCTIONAL SYSTEMS COMPRISING EQUIPMENT PLACED IN THE PREMISES |
| CN106655502A (en) * | 2016-11-18 | 2017-05-10 | 广东电网有限责任公司中山供电局 | Method and device for acquiring running state data of power distribution network equipment |
| CN107146648A (en) * | 2017-05-05 | 2017-09-08 | 中广核工程有限公司 | A kind of monitoring system and method for nuclear power generating equipment |
| CN109214723A (en) * | 2018-11-13 | 2019-01-15 | 中国兵器装备集团自动化研究所 | A kind of intelligent manufacturing cell integrated monitoring system |
| CN109840803A (en) * | 2019-01-04 | 2019-06-04 | 平安科技（深圳）有限公司 | Data entry method, user terminal, background server and storage medium |
| CN110677286A (en) * | 2019-09-24 | 2020-01-10 | 京信通信系统（中国）有限公司 | Power failure alarm monitoring method, device and system |
| CN110888788A (en) * | 2019-10-16 | 2020-03-17 | 平安科技（深圳）有限公司 | Anomaly detection method and device, computer equipment and storage medium |
| CN112257610A (en) * | 2020-10-23 | 2021-01-22 | 岭东核电有限公司 | Nuclear power equipment monitoring method and device, computer equipment and storage medium |
Non-Patent Citations (4)
| Title |
|---|
| HIDEKAZU YOSHIKAWA等: "Design of Risk Monitor for Nuclear Reactor Plants", 《PROGRESS OF NUCLEAR SAFETY FOR SYMBIOSIS AND SUSTAINABILITY》, 1 January 2014 (2014-01-01), pages 125 * |
| XIAOJUN WU等: "An integrated alarm display design in digital nuclear power plants", 《NUCLEAR ENGINEERING AND DESIGN》, vol. 305, 15 August 2016 (2016-08-15), pages 503 - 513, XP029704224, DOI: 10.1016/j.nucengdes.2016.06.012 * |
| 李翔等: "一种基于电荷信号的远程在线自检单元的设计与应用", 《核动力工程》, vol. 41, no. 02, 23 February 2020 (2020-02-23), pages 207 - 213 * |
| 舒畅: "大亚湾核电信息化计划管控模式建设探索", 《设备管理与维修》, no. 21, 6 November 2019 (2019-11-06), pages 23 - 26 * |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN113066254B (en) | Nuclear power equipment working environment abnormity early warning method, device, equipment and storage medium | |
| CN111160701B (en) | Engineering project risk monitoring method, system, computer equipment and storage medium | |
| CN112650183B (en) | Industrial Internet platform | |
| CN113343847B (en) | Abnormal data detection method, device, computer equipment and readable storage medium | |
| CN112990870A (en) | Patrol file generation method and device based on nuclear power equipment and computer equipment | |
| CN111325128A (en) | Illegal operation detection method and device, computer equipment and storage medium | |
| CN112667976A (en) | Offline task processing method and device, computer equipment and storage medium | |
| CN113888514A (en) | Method and device for detecting defects of ground wire, edge computing equipment and storage medium | |
| CN112803585A (en) | Monitoring method and device for low-voltage contact cabinet, computer equipment and storage medium | |
| CN114662618B (en) | Failure diagnosis method and device based on federal learning and related equipment | |
| CN113704048B (en) | Data dynamic monitoring method, device, computer equipment and storage medium | |
| CN117521977A (en) | Data processing method, device, equipment and storage medium based on intelligent platform | |
| CN116050930A (en) | Monitoring disc system, monitoring disc method, storage medium and electronic equipment | |
| CN112348462B (en) | Process processing method, apparatus, computer device, and storage medium | |
| CN111177488B (en) | Metering equipment maintenance processing method and device, computer equipment and storage medium | |
| CN115967166A (en) | Power transmission line monitoring method and device, computer equipment and storage medium | |
| CN117575481A (en) | Data processing method, device, computer equipment and storage medium | |
| CN113033613A (en) | State display method and device of nuclear power equipment, computer equipment and storage medium | |
| CN113222370B (en) | Power system risk early warning method, device, equipment and storage medium | |
| CN110838940A (en) | Underground cable inspection task configuration method and device | |
| CN112862459A (en) | Test abnormity monitoring method and device, computer equipment and storage medium | |
| CN112363848A (en) | Mobile terminal remote control method and device, computer equipment and storage medium | |
| CN114387391A (en) | Safety monitoring method and device for transformer substation equipment, computer equipment and medium | |
| CN113051497A (en) | Label information viewing method and device, computer equipment and storage medium | |
| CN114034972A (en) | Intelligent cable fault determination method and device based on image data |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination |