CN117556621A - Monitoring information checking method, device, equipment and medium for transformer substation debugging - Google Patents

Monitoring information checking method, device, equipment and medium for transformer substation debugging Download PDF

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Publication number
CN117556621A
CN117556621A CN202311569546.4A CN202311569546A CN117556621A CN 117556621 A CN117556621 A CN 117556621A CN 202311569546 A CN202311569546 A CN 202311569546A CN 117556621 A CN117556621 A CN 117556621A
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information
debugging
simulation
result
feature extraction
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王海明
张芳胜
黄琪训
陈正雍
王兴佳
胡军
钟基塔
许学儒
蔡东涛
许呈盛
谭文
陈榕海
王丁嘉
赵勇超
朱淼生
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Guangdong Power Grid Co Ltd
Shanwei Power Supply Bureau of Guangdong Power Grid Co Ltd
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Guangdong Power Grid Co Ltd
Shanwei Power Supply Bureau of Guangdong Power Grid Co Ltd
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Priority to CN202311569546.4A priority Critical patent/CN117556621A/en
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    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J13/00—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
    • H02J13/00001—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by the display of information or by user interaction, e.g. supervisory control and data acquisition systems [SCADA] or graphical user interfaces [GUI]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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    • G06Q50/06—Energy or water supply

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Abstract

The invention discloses a monitoring information checking method, device, equipment and medium for transformer substation debugging. The method is characterized by comprising the following steps: acquiring debugging operation information and debugging result information of a user on substation equipment through a field handheld operation terminal; obtaining background display video from a background monitoring interface in the station according to the debugging operation information, obtaining four-remote monitoring information based on the background display video, and uploading the debugging operation information to the power grid master station simulation equipment so that the power grid master station simulation equipment determines simulation information according to the debugging operation information; receiving simulation information issued by the master station simulation equipment, and performing data verification based on the debugging result information, the four-remote monitoring information and the simulation information to determine a debugging verification result; and transmitting the debugging and checking result and the background display video to the field handheld operation terminal so as to check the four-remote monitoring information of the transformer substation through the field handheld operation terminal. The on-site visual check of the on-site debugging of the transformer substation is realized, and the working risk and the error rate are reduced.

Description

Monitoring information checking method, device, equipment and medium for transformer substation debugging
Technical Field
The invention relates to the field of transformer substation debugging, in particular to a method, a device, equipment and a medium for checking monitoring information of transformer substation debugging.
Background
In the field operation of transformer substation debugging and overhaul, the background master station staff and the field debugging staff are required to cooperate with each other, after the debugging staff debugs and overhauls transformer substation equipment, the background master station staff is connected with the background master station staff through conventional communication means such as interphones, the background master station staff checks the master station image interface in real time, the debugging result of the master station image interface is told to the field debugging staff through the interphones, and further the transformer substation equipment is ensured not to have problems in the debugging and overhaul process. In the prior art, since debugging staff is required to debug and overhaul a plurality of devices when debugging substation equipment, and a background master station staff can not process the debugging and overhaul operations of a plurality of debugging staff simultaneously by adopting a traditional interphone contact mode in the process of debugging and overhaul of a plurality of devices simultaneously, the debugging result can not be determined timely, certain error analysis exists, and the operation efficiency of debugging and overhaul of the substation equipment is low.
Disclosure of Invention
The invention provides a monitoring information checking method, device, equipment and medium for transformer substation debugging, which are used for improving the efficiency and reliability of transformer substation equipment debugging, overhauling and checking and reducing the checking risk.
According to an aspect of the present invention, there is provided a monitoring information checking method for transformer substation debugging, including:
acquiring debugging operation information and debugging result information of a user on substation equipment through a field handheld operation terminal;
obtaining background display video from a background monitoring interface in a station according to the debugging operation information, obtaining four-remote monitoring information based on the background display video, and uploading the debugging operation information to a power grid master station simulation device so that the power grid master station simulation device determines simulation information according to the debugging operation information;
receiving the simulation information issued by the master station simulation equipment, and performing data verification based on the debugging result information, the four-remote monitoring information and the simulation information to determine a debugging verification result;
and transmitting the debugging and checking result and the background display video to the field handheld operation terminal so as to check the four-remote monitoring information of the transformer substation through the field handheld operation terminal.
According to another aspect of the present invention, there is provided a monitoring information collation apparatus for transformer substation debugging, comprising:
the remote control acquisition module is used for acquiring debugging operation information and debugging result information of a user on the substation equipment through the on-site handheld operation terminal;
the information processing module is used for acquiring a background display video from a background monitoring interface in the station according to the debugging operation information, acquiring four-remote monitoring information based on the background display video, and uploading the debugging operation information to the power grid master station simulation equipment so that the power grid master station simulation equipment determines simulation information according to the debugging operation information;
the information checking module is used for receiving the simulation information issued by the master station simulation equipment, checking data based on the debugging result information, the four-remote monitoring information and the simulation information, and determining a debugging and checking result;
and the information issuing module is used for issuing the debugging and checking result and the background display video to the field handheld operation terminal so as to check the four-remote monitoring information of the transformer substation through the field handheld operation terminal.
According to another aspect of the present invention, there is provided an electronic apparatus including:
At least one processor; and
a memory communicatively coupled to the at least one processor; wherein,
the memory stores a computer program executable by the at least one processor, and the computer program is executed by the at least one processor, so that the at least one processor can execute the monitoring information checking method for transformer substation debugging according to any embodiment of the present invention.
According to another aspect of the present invention, there is provided a computer readable storage medium storing computer instructions for causing a processor to implement the monitoring information checking method for transformer substation debugging according to any embodiment of the present invention when executed.
According to the technical scheme, the debugging operation information and the debugging result information of the substation equipment are acquired through the field handheld operation terminal, after the user performs debugging, the debugging operation information of the substation equipment is automatically acquired, the debugged substation equipment is determined, the user is not required to participate, and the debugging efficiency is improved; obtaining a background display video from a background monitoring interface in a station according to the debugging operation information, obtaining four-remote monitoring information based on the background display video, and uploading the debugging operation information to power grid master station simulation equipment, so that the power grid master station simulation equipment determines simulation information according to the debugging operation information, and the four-remote monitoring information and the simulation information of the background monitoring interface in the station are automatically obtained, so that manual observation by workers is not needed, the risk of errors is reduced, and the human resource cost matched by workers at a background master station is saved; receiving the simulation information issued by the master station simulation equipment, performing data check based on the debugging result information, the four-remote monitoring information and the simulation information, determining a debugging check result, and improving the accuracy and reliability of check and the operation efficiency through automatic data check; and issuing the debugging and checking result and the background display video to the field handheld operation terminal so as to verify the four-remote monitoring information of the transformer substation through the field handheld operation terminal, issuing the four-remote monitoring information and the debugging and checking result to a user, and confirming through the field handheld operation terminal, thereby improving the debugging operation efficiency of the transformer substation. The technical problem that the debugging result cannot be determined rapidly and accurately in the prior art is solved, the field visual check of the field debugging of the transformer substation is realized, the field operation efficiency is improved, and the working risk and the error rate are reduced by visual display and automatic comparison of the field operation of the transformer substation and the background monitoring in the transformer substation.
It should be understood that the description in this section is not intended to identify key or critical features of the embodiments of the invention or to delineate the scope of the invention. Other features of the present invention will become apparent from the description that follows.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required for the description of the embodiments will be briefly described below, and it is apparent that the drawings in the following description are only some embodiments of the present invention, and other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a flowchart of a monitoring information checking method for transformer substation debugging according to an embodiment of the present invention;
fig. 2 is a flowchart of another monitoring information checking method for transformer substation debugging according to the second embodiment of the present invention;
fig. 3 is a schematic structural diagram of monitoring information verification in a transformer substation according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of a monitoring information checking device for transformer substation debugging according to the third embodiment of the present invention;
fig. 5 is a schematic structural diagram of an electronic device for implementing a method for checking monitoring information for transformer substation debugging according to an embodiment of the present invention.
Detailed Description
In order that those skilled in the art will better understand the present invention, a technical solution in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in which it is apparent that the described embodiments are only some embodiments of the present invention, not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the present invention without making any inventive effort, shall fall within the scope of the present invention.
Example 1
Fig. 1 is a flowchart of a method for checking monitoring information of transformer substation debugging according to an embodiment of the present invention, where the method may be applied to automatic checking of four remote monitoring information after a transformer substation performs a debugging operation, and the method may be performed by a transformer substation debugging monitoring information checking device, where the transformer substation debugging monitoring information checking device may be implemented in a hardware and/or software form, and where the transformer substation debugging monitoring information checking device may be configured in an electronic device of a transformer substation. As shown in fig. 1, the method includes:
s110, acquiring debugging operation information and debugging result information of a user on substation equipment through the field handheld operation terminal.
The field handheld operation terminal can be professional operation terminal equipment used in the debugging of the power grid substation. The substation equipment may be transformer equipment, switchgear, auxiliary devices and secondary equipment in the substation.
The debugging operation information can be signal operation or addition operation for verifying various functions and performance indexes of substation equipment by debugging and testing the substation equipment in the substation; the debugging result information can be obtained by debugging and testing the substation equipment in the substation, and verifying various functions and performance indexes of the substation equipment to obtain a signal operation result or an addition operation result. Optionally, when the user debugs and tests the station equipment of the transformer substation through the field handheld operation terminal, the user collects the signal operation or the adding operation in real time after the signal operation or the adding operation, collects the signal operation or the adding operation in real time, and collects the debugging result information of the transformer substation equipment after the signal operation or the adding operation.
Specifically, the debugging device deployed in the transformer substation is used for collecting debugging operation information and debugging result information sent by the user field handheld operation terminal.
S120, acquiring a background display video from a background monitoring interface in the station according to the debugging operation information, acquiring four-remote monitoring information based on the background display video, and uploading the debugging operation information to the power grid master station simulation equipment so that the power grid master station simulation equipment determines simulation information according to the debugging operation information.
The in-station background monitoring interface can be a monitoring interface displayed in the substation in the background. The in-station background monitoring interface can monitor the real-time running state and the equipment state in the transformer substation in real time, and when a user debugs the equipment in the transformer substation, the debugging result information corresponding to the debugging operation information can be correspondingly monitored and displayed in real time. Further, the four-remote monitoring information can be remote measurement, remote signaling, remote control and remote adjustment information which are correspondingly displayed by the in-station background monitoring interface according to the debugging operation information, the target user performs debugging operation on equipment in the transformer station, and the in-station background monitoring interface can display the four-remote monitoring information which changes after the debugging operation in real time.
The power grid master station simulation device can be a master station simulation device arranged in a power grid master station management system, and is used for replacing a power grid master station to realize test and debugging of automatic functions of a transformer substation. The power grid master station management system can remotely communicate with the transformer substation and receive information transmitted in the transformer substation.
The simulation information can be that the power grid master station simulation equipment obtains a simulation result according to the debugging operation information.
Specifically, after a target user performs debugging operation on substation equipment, an in-station background monitoring interface of the substation can display state information of the substation equipment in the debugging operation in an image mode, a background display video is obtained through the in-station background monitoring interface, information extraction is performed based on the background display video, four remote monitoring information is obtained, and the debugging operation information is uploaded to power grid master station simulation equipment in the substation. After the power grid master station simulation equipment receives the debugging operation information, analysis processing is carried out according to the debugging operation information, and simulation information corresponding to the debugging operation information is determined.
Optionally, in another embodiment of the present invention, the debug result information corresponding to the debug operation information may be selected to be directly sent to the power grid master station simulation device in the substation, where the power grid master station simulation device determines the corresponding simulation information based on the debug result information when receiving the debug result information.
S130, receiving the simulation information issued by the master station simulation equipment, and performing data verification based on the debugging result information, the four-remote monitoring information and the simulation information to determine a debugging verification result.
The debugging and checking result can be whether the debugging result information, the four-remote monitoring information and the simulation information are consistent, in the process of debugging the transformer substation equipment, a user needs to determine whether the debugging result information is correct or not after debugging the transformer substation equipment, and further the debugging result information, the four-remote monitoring information and the simulation information are mutually compared to determine the debugging and checking result, if the debugging and checking result is consistent, the fact that the debugging has no problem is indicated; if the debugging check result is inconsistent, the debugging is indicated to have a problem.
Specifically, the substation receives simulation information issued by the master station simulation equipment, performs data verification on the debugging result information, the four-remote monitoring information and the simulation information, and determines a debugging verification result.
And S140, issuing the debugging and checking result and the background display video to the field handheld operation terminal so as to check the four-remote monitoring information of the transformer substation through the field handheld operation terminal.
Specifically, after data is checked by the transformer substation, a debugging and checking result and a background display video are issued to the field handheld operation terminal, a user watches the background display video and the debugging and checking result of a background monitoring interface in the station through the field handheld operation terminal, and the user determines that four remote monitoring information of the background monitoring interface in the station accords with the debugging result information of the debugging operation information, and then the four remote monitoring information is considered to be successfully verified.
Optionally, the four-remote monitoring information is operation data of substation equipment, and the user displays image video information and data information of a background monitoring interface in the substation through the field handheld operation terminal so as to determine whether the four-remote monitoring information and the debugging result information in the background monitoring interface in the substation are the same or not, and the debugging operation information is verified.
Optionally, in another optional embodiment of the present invention, the issuing the debug check result and the four-remote monitoring information to the field handheld operation terminal includes:
Establishing communication connection with the field handheld operation terminal; performing data compression on the background display video, and determining target compression data; and transmitting the debugging check result and the target compressed data to the field handheld operation terminal.
The target compression data can be information obtained by carrying out image data encoding compression on the background display video.
Optionally, when the video is displayed in the background acquired from the in-station background monitoring interface of the transformer substation, when the video is displayed in the background as video image information, the resolution of the video image information is highest, but because the data of the video image information with high resolution is too large, when the information is transmitted, a large bandwidth is required, a large amount of data flow is consumed, the data delay is too high, and in order to reduce the requirement on the communication bandwidth and improve the transmission efficiency, the video image information is subjected to data compression, and the size of the data is reduced on the premise of ensuring the data to be clear, so that the transmission efficiency of the video image information is improved.
Specifically, after communication connection is established with a field handheld operation terminal of a user, data encoding compression is carried out on a background display video to obtain target compression data, and a debugging check result and the target compression data are issued to the field handheld operation terminal together for field visual operation.
According to the technical scheme, the debugging operation information and the debugging result information of the substation equipment are acquired through the field handheld operation terminal, after the user performs debugging, the debugging operation information of the substation equipment is automatically acquired, the debugged substation equipment is determined, the user is not required to participate, and the debugging efficiency is improved; obtaining a background display video from a background monitoring interface in a station according to the debugging operation information, obtaining four-remote monitoring information based on the background display video, and uploading the debugging operation information to power grid master station simulation equipment, so that the power grid master station simulation equipment determines simulation information according to the debugging operation information, and the four-remote monitoring information and the simulation information of the background monitoring interface in the station are automatically obtained, so that manual observation by workers is not needed, the risk of errors is reduced, and the human resource cost matched by workers at a background master station is saved; receiving the simulation information issued by the master station simulation equipment, performing data check based on the debugging result information, the four-remote monitoring information and the simulation information, determining a debugging check result, and improving the accuracy and reliability of check and the operation efficiency through automatic data check; and issuing the debugging and checking result and the background display video to the field handheld operation terminal so as to verify the four-remote monitoring information of the transformer substation through the field handheld operation terminal, issuing the four-remote monitoring information and the debugging and checking result to a user, and confirming through the field handheld operation terminal, thereby improving the debugging operation efficiency of the transformer substation. The technical problem that the debugging result cannot be determined rapidly and accurately in the prior art is solved, the field visual check of the field debugging of the transformer substation is realized, the field operation efficiency is improved, and the working risk and the error rate are reduced by visual display and automatic comparison of the field operation of the transformer substation and the background monitoring in the transformer substation.
Example two
Fig. 2 is a flowchart of another method for checking monitoring information for debugging a substation according to the second embodiment of the present invention, where the relationship between the present embodiment and the above embodiment is a specific method for checking data of debugging result information by the substation. As shown in fig. 2, the method for checking monitoring information of transformer substation debugging includes:
s210, acquiring debugging operation information and debugging result information of a user on substation equipment through a field handheld operation terminal.
S220, continuously collecting images of the background monitoring interface in the station through a preset non-network collection method based on the debugging operation information to obtain the background display video; and acquiring four remote monitoring information based on the background display video, and uploading the debugging operation information to the power grid master station simulation equipment so that the power grid master station simulation equipment determines simulation information according to the debugging operation information.
The non-network acquisition method can be a preset acquisition method of non-network connection. In the process of acquiring the background display video, a non-network acquisition device is arranged to acquire continuous real-time images of a background monitoring interface in the station in a non-network connection acquisition mode, so that the background display video is obtained.
Specifically, a non-network acquisition device for video signals of a background monitoring interface in a substation is arranged, a preset non-network acquisition method is used for continuously acquiring real-time images of the background monitoring interface in the substation, background display videos are obtained in an image recognition mode, debugging operation information is uploaded to a power grid main station simulation device through a communication device, and simulation information is determined.
Optionally, in another optional embodiment of the present invention, the uploading the debug operation information to a master station emulation apparatus, so that the master station emulation apparatus determines emulation information according to the debug operation information, includes:
establishing communication connection with the power grid master station simulation equipment; and sending the debugging operation information to the power grid master station simulation equipment so that the power grid master station simulation equipment performs substation simulation according to the debugging operation information to determine the simulation information.
Specifically, after the substation simulation master station acquires the debugging operation information, communication connection is established between the substation simulation master station and the power grid master station simulation equipment through a telemechanical device in the substation, the debugging operation information is sent to the power grid master station simulation equipment through the communication device, and after the power grid master station simulation equipment receives the debugging operation information, simulation is carried out to determine the simulation information.
S230, receiving the simulation information issued by the master station simulation equipment, and performing data verification based on the debugging result information, the four-remote monitoring information and the simulation information to determine a debugging verification result.
Optionally, in another optional embodiment of the present invention, the determining a debug check result based on the debug result information, the four-remote monitoring information and the simulation information includes:
performing image recognition on the background display video according to a preset image feature extraction model to obtain four-remote monitoring information; and comparing the four remote monitoring information, the debugging result information and the simulation information to determine a debugging check result.
The preset image feature extraction model may be a model which is trained in advance and used for performing feature recognition extraction on the image.
Optionally, in the embodiment of the present invention, the in-station background monitoring interface displays a corresponding background display video, and can quickly extract information by identifying the background display video through an image identification algorithm, where the image identification algorithm can perform color feature extraction and shape feature extraction on the background display video, and can calculate color feature points of an image through the color feature extraction and correspondingly extract the color feature points, so as to implement classification and identification of the background display video, and can determine distribution conditions of debugging result information in the background display video through the shape feature extraction, thereby identifying debugging result information in the background display video. The image recognition algorithm may be a ORB (Oriented FAST and Rotated BRIEF) feature description algorithm, among others.
Specifically, the transformer substation performs image recognition on the monitoring image through a preset image feature extraction model to obtain four-remote monitoring information corresponding to the background display video, and further determines a debugging and checking result according to the four-remote monitoring information, the debugging result information and the simulation information.
Optionally, in another optional embodiment of the present invention, before the performing image recognition and extraction on the four-remote monitoring information according to the preset image feature extraction model to determine image recognition data corresponding to the four-remote monitoring information, the method further includes:
determining a training image and a test image based on a background display video corresponding to the in-station background monitoring interface at a historical moment, and expected extraction features corresponding to the training image and the test image;
training a preset initial feature extraction model based on the training image and the corresponding expected extraction feature thereof, and determining a feature extraction model to be checked; the initial feature extraction model comprises a feature extraction sub-network and a feature detection sub-network;
and carrying out model test on the feature extraction model to be checked through the test image and the corresponding expected extraction feature, and determining the feature extraction model to be checked as the image feature extraction model if the identification accuracy of the feature extraction model to be checked is greater than a preset accuracy threshold.
The historical time may be a time point before the current time of the in-station background monitoring interface.
The training image can be obtained by continuously acquiring real-time images through non-network acquisition equipment in a background monitoring interface in the station, and can be used for training a neural network model; the test image can be obtained by continuously collecting real-time images through non-network collecting equipment in a background monitoring interface in the station, can be used for testing the performance of the neural network model and optimizing model parameters of the neural network model; the expected extracted features can be four remote monitoring information features corresponding to each continuous real-time image acquisition obtained image; the initial feature extraction model may be a neural network model previously established for training the image feature extraction model; the feature extraction sub-network may be a sub-network previously established for extracting image features; the feature detection sub-network may be a sub-network that pre-establishes user processing detection image features; the feature extraction model to be verified may be a neural network model trained by training images.
Optionally, continuous real-time image acquisition is performed on a background monitoring interface in the station through a non-network acquisition device, background display videos from a historical moment to a current moment are obtained, data processing is performed on the background display videos corresponding to the historical moment, a part of the background display videos corresponding to the historical moment are selected as training images, the background display videos corresponding to other parts of the historical moment are used as test images, feature extraction is performed on the training images and the test images respectively, and expected extraction features corresponding to each training image and each test image are determined.
Optionally, the training images and the expected extracted features corresponding to each training image are sequentially input into a preset initial feature extraction model to perform neural network model training, the expected extracted features are taken as training targets, and feature extraction detection training is performed on the training images through a feature extraction sub-network and a feature detection sub-network to obtain a feature extraction model to be checked.
The recognition accuracy can be the effect of the feature extraction model to be checked on the recognition of the features of the test image; the preset accuracy threshold may be a judgment basis preset for judging the model performance of the feature extraction model to be checked.
Optionally, after training to obtain the feature extraction model to be verified, sequentially inputting the test images into the feature extraction model to be verified to obtain a model test result corresponding to each test image, judging whether the expected extraction features corresponding to each test image are the same as each other or not, calculating the accuracy of all the test images to obtain the identification accuracy of the feature extraction model to be verified, comparing the identification accuracy of the feature extraction model to be verified with a preset accuracy threshold, and if the identification accuracy of the feature extraction model to be verified is greater than the preset accuracy threshold, considering that the model performance of the feature extraction model to be verified meets the transformer substation requirements, and determining the feature extraction model to be verified as the image feature extraction model.
Optionally, in another optional embodiment of the present invention, after the performing, by the background master station test image, a model test on the training feature extraction model, the method further includes:
if the recognition accuracy of the feature extraction model to be verified is smaller than a preset recognition accuracy threshold, performing model optimization on the feature extraction model to be verified according to the test image and the corresponding expected extraction feature thereof, so that the recognition accuracy of the training feature extraction model is larger than the preset recognition accuracy threshold.
Optionally, in the embodiment of the present invention, the recognition accuracy of the feature extraction model to be checked is compared with a preset accuracy threshold, if the recognition accuracy of the feature extraction model to be checked is smaller than the preset accuracy threshold, the model performance of the feature extraction model to be checked is considered to be not in accordance with the transformer substation requirement, the feature extraction model to be checked is required to be continuously trained, the feature extraction model to be checked is optimized, and the model optimization is performed on the feature extraction model to be checked through the test image and the corresponding expected extraction feature thereof until the recognition accuracy of the feature extraction model to be checked is greater than the preset recognition accuracy threshold, and the feature extraction model to be checked is determined as the image feature extraction model.
S240, issuing the debugging and checking result and the background display video to the field handheld operation terminal so as to verify the four-remote monitoring information of the transformer substation through the field handheld operation terminal.
Fig. 3 is a schematic structural diagram of monitoring information verification in a transformer substation according to an embodiment of the present invention. As shown in fig. 3:
the collection and check module 320 may be a background master station end device arranged in the transformer substation, and is used for communicating with the field handheld operation terminal 350 through the collection and check module 320, after a power grid worker performs debugging operation on the background monitoring interface 370 in the transformer substation through the field handheld operation terminal 350, the field handheld operation terminal 350 can display a field operation result corresponding to the debugging operation, the collection and check module 320 performs information collection on the field handheld operation terminal 350, obtains debugging operation information and debugging result information, the in-station background monitoring interface 340 monitors and displays state information of the background monitoring interface 370 in the transformer substation in real time, the in-station background monitoring interface 340 displays four remote monitoring information corresponding to the debugging operation, the collection and check module 320 is connected with the non-network collection module 310, the non-network collection module 310 performs image collection on the in-station background monitoring interface 340 to determine a background display video, and the non-network collection module 310 sends the background display video to the collection and check module 320 performs image recognition on the background display video to obtain four remote monitoring information; the acquisition and check module 320 receives the debugging operation information and the debugging result information, establishes connection with the master station simulation equipment 360 in the transformer substation through the communication device 330, sends the debugging operation information and the debugging result information to the master station simulation equipment 360, performs simulation through the master station simulation equipment 360 to obtain simulation information, sends the simulation information to the acquisition and check module 320 through the communication device 330, performs data check based on the debugging result information, the four-remote monitoring information and the simulation information, determines a debugging and check result, and sends the debugging and check result and a background display video to the field handheld operation terminal 350 after the debugging and check result is obtained, so that a power grid operator checks the four-remote monitoring information. The master station simulation device 360 can also directly send simulation information to the field handheld terminal so as to perform advanced verification by power supply network operators.
According to the technical scheme, the debugging operation information and the debugging result information of the substation equipment are acquired through the field handheld operation terminal, after the user performs debugging, the debugging operation information of the substation equipment is automatically acquired, the debugged substation equipment is determined, the user is not required to participate, and the debugging efficiency is improved; obtaining a background display video from a background monitoring interface in a station according to the debugging operation information, obtaining four-remote monitoring information based on the background display video, and uploading the debugging operation information to power grid master station simulation equipment, so that the power grid master station simulation equipment determines simulation information according to the debugging operation information, and the four-remote monitoring information and the simulation information of the background monitoring interface in the station are automatically obtained, so that manual observation by workers is not needed, the risk of errors is reduced, and the human resource cost matched by workers at a background master station is saved; receiving the simulation information issued by the master station simulation equipment, performing data check based on the debugging result information, the four-remote monitoring information and the simulation information, determining a debugging check result, and improving the accuracy and reliability of check and the operation efficiency through automatic data check; and issuing the debugging and checking result and the background display video to the field handheld operation terminal so as to verify the four-remote monitoring information of the transformer substation through the field handheld operation terminal, issuing the four-remote monitoring information and the debugging and checking result to a user, and confirming through the field handheld operation terminal, thereby improving the debugging operation efficiency of the transformer substation. The technical problem that the debugging result cannot be determined rapidly and accurately in the prior art is solved, the field visual check of the field debugging of the transformer substation is realized, the field operation efficiency is improved, and the working risk and the error rate are reduced by visual display and automatic comparison of the field operation of the transformer substation and the background monitoring in the transformer substation.
Optionally, the embodiment of the invention discloses another monitoring information checking method for transformer substation debugging, which comprises the following steps:
s1, acquiring a monitoring image displayed on a background monitoring interface in a station in a non-network mode, carrying out image dynamic identification, and extracting characteristic data and state information in a graph to obtain four-remote monitoring information.
Optionally, image dynamic recognition is performed through an image recognition algorithm, color feature extraction and shape feature extraction are performed on the monitoring image, color feature points of the image can be calculated through the color feature extraction, extraction is correspondingly performed, classification and recognition of the monitoring image are achieved, geometric shapes in the image can be monitored through the shape feature extraction, distribution conditions of debugging result information in the monitoring image are determined, and then debugging result information in the monitoring image is recognized. The image recognition algorithm may be a ORB (Oriented FAST and Rotated BRIEF) feature description algorithm, among others.
S2, the power grid master station simulation equipment is connected with the telecontrol device and establishes communication connection, and the power grid master station simulation equipment communicates and synchronously acquires debugging operation information forwarded by the telecontrol device with a background monitoring interface in the station.
And S3, performing data check on the four-remote monitoring information, the debugging result information and the simulation information, and performing data check.
S4, establishing a safe encryption communication connection between the field hand-held operation terminal and the in-station background monitoring interface terminal equipment, and establishing a data channel by adopting a wireless transmission or wired transmission mode, and performing data check on the four-remote monitoring information, the debugging result information and the simulation information to perform data check and transmitting a monitoring image of the in-station background monitoring interface to the field hand-held operation terminal.
S5, the on-site handheld operation terminal displays action signals and debugging result information of the monitoring image in real time, displays operation information of the on-site handheld operation terminal, including signal actions and operation results, and displays the monitoring image of a background monitoring interface in the station.
And S6, carrying out data check on the four remote monitoring information, the debugging result information and the simulation information through a multi-equipment pushing function, and accurately pushing a background monitoring interface in the station to a plurality of field handheld terminals.
The technical scheme of the embodiment of the invention solves the technical problem that the test result cannot be determined rapidly and accurately in the prior art, realizes the on-site visual check of the on-site debugging of the transformer substation, and improves the on-site operation efficiency and reduces the working risk and the error rate by visual display and automatic comparison of the on-site operation of the transformer substation and the in-site background monitoring.
Example III
Fig. 4 is a schematic structural diagram of a monitoring information checking device for transformer substation debugging according to the third embodiment of the present invention. As shown in fig. 4, the apparatus includes: a telemechanical acquisition module 410, an information processing module 420, an information verification module 430, and an information delivery module 440, wherein,
the telemechanical acquisition module 410 is used for acquiring debugging operation information and debugging result information of a user on the substation equipment through the field handheld operation terminal;
the information processing module 420 is configured to obtain four remote monitoring information from a background monitoring interface in the station according to the debugging operation information, and upload the debugging operation information to the power grid master station simulation device, so that the power grid master station simulation device determines simulation information according to the debugging operation information;
the information checking module 430 is configured to receive the simulation information issued by the master station simulation device, perform data checking based on the debug result information, the four-remote monitoring information and the simulation information, and determine a debug checking result;
and the information issuing module 440 is configured to issue the debugging and checking result and the background display video to the on-site handheld operation terminal, so as to verify the four remote monitoring information of the transformer substation through the on-site handheld operation terminal.
According to the technical scheme, the debugging operation information and the debugging result information of the substation equipment are acquired through the field handheld operation terminal, after the user performs debugging, the debugging operation information of the substation equipment is automatically acquired, the debugged substation equipment is determined, the user is not required to participate, and the debugging efficiency is improved; the four-remote monitoring information is obtained from the in-station background monitoring interface according to the debugging operation information, and the debugging operation information is uploaded to the power grid master station simulation equipment, so that the power grid master station simulation equipment determines simulation information according to the debugging operation information, and the four-remote monitoring information and the simulation information of the in-station background monitoring interface are automatically obtained, so that manual observation by workers is not needed, the risk of errors is reduced, and the resource cost of workers at a background master station end is saved; receiving the simulation information issued by the master station simulation equipment, performing data check based on the debugging result information, the four-remote monitoring information and the simulation information, determining a debugging check result, and improving the accuracy and reliability of check and the operation efficiency through automatic data check; and the debugging and checking result and the background display video are issued to the field handheld operation terminal so as to verify the four-remote monitoring information of the transformer substation through the field handheld operation terminal, the four-remote monitoring information and the debugging and checking result are issued to a user, and the field handheld operation terminal is used for confirmation, so that the operation efficiency is improved. The technical problem that the debugging result cannot be determined rapidly and accurately in the prior art is solved, the on-site visual check of the on-site debugging of the transformer substation is realized, and the on-site operation efficiency is improved, the working risk is reduced, and the error rate is reduced through visual display and automatic comparison of on-site operation and in-site background monitoring of the transformer substation.
Optionally, the information processing module is specifically configured to:
and continuously collecting images of the background monitoring interface in the station by a preset non-network collecting method based on the debugging operation information, and obtaining four-remote monitoring information by adopting an image identification mode.
Optionally, the information checking module is specifically configured to:
performing image recognition on the monitoring image according to a preset image feature extraction model to obtain four-remote monitoring information;
and comparing the four remote monitoring information, the debugging result information and the simulation information to determine a debugging check result.
Optionally, the information checking module is specifically further configured to:
determining a training image and a test image based on a background display video corresponding to the in-station background monitoring interface at a historical moment, and expected extraction features corresponding to the training image and the test image;
training a preset initial feature extraction model based on the training image and the corresponding expected extraction feature thereof, and determining a feature extraction model to be checked; the initial feature extraction model comprises a feature extraction sub-network and a feature detection sub-network;
and carrying out model test on the feature extraction model to be checked through the test image and the corresponding expected extraction feature, and determining the feature extraction model to be checked as the image feature extraction model if the identification accuracy of the feature extraction model to be checked is greater than a preset accuracy threshold.
Optionally, the information checking module is specifically further configured to:
if the recognition accuracy of the feature extraction model to be verified is smaller than a preset recognition accuracy threshold, performing model optimization on the feature extraction model to be verified according to the test image and the corresponding expected extraction feature thereof, so that the recognition accuracy of the training feature extraction model is larger than the preset recognition accuracy threshold.
Optionally, the information processing module is specifically further configured to:
establishing communication connection with the power grid master station simulation equipment;
and sending the debugging operation information to the power grid master station simulation equipment so that the power grid master station simulation equipment performs substation simulation according to the debugging operation information to determine the simulation information.
Optionally, the information issuing module is specifically configured to:
establishing communication connection with the field handheld operation terminal;
performing data compression on the four-remote monitoring information to determine target compressed data;
and transmitting the debugging check result and the target compressed data to the field handheld operation terminal.
The monitoring information checking device for transformer substation debugging provided by the embodiment of the invention can execute the monitoring information checking method for transformer substation debugging provided by any embodiment of the invention, and has the corresponding functional modules and beneficial effects of the executing method.
Example IV
Fig. 5 shows a schematic diagram of the structure of an electronic device 10 that may be used to implement an embodiment of the invention. Electronic devices are intended to represent various forms of digital computers, such as laptops, desktops, workstations, personal digital assistants, servers, blade servers, mainframes, and other appropriate computers. The electronic device may also represent various forms of mobile devices, such as tablet computers and other similar portable computer devices. The components shown herein, their connections and relationships, and their functions, are meant to be exemplary only, and are not meant to limit implementations of the inventions described and/or claimed herein.
As shown in fig. 5, the electronic device 10 includes at least one processor 11, and a memory, such as a Read Only Memory (ROM) 12, a Random Access Memory (RAM) 13, etc., communicatively connected to the at least one processor 11, in which the memory stores a computer program executable by the at least one processor, and the processor 11 may perform various appropriate actions and processes according to the computer program stored in the Read Only Memory (ROM) 12 or the computer program loaded from the storage unit 18 into the Random Access Memory (RAM) 13. In the RAM 13, various programs and data required for the operation of the electronic device 10 may also be stored. The processor 11, the ROM 12 and the RAM 13 are connected to each other via a bus 14. An input/output (I/O) interface 15 is also connected to bus 14.
Various components in the electronic device 10 are connected to the I/O interface 15, including: an input unit 16 such as a keyboard, a mouse, etc.; an output unit 17 such as various types of displays, speakers, and the like; a storage unit 18 such as a magnetic disk, an optical disk, or the like; and a communication unit 19 such as a network card, modem, wireless communication transceiver, etc. The communication unit 19 allows the electronic device 10 to exchange information/data with other devices via a computer network, such as the internet, and/or various telecommunication networks.
The processor 11 may be a variety of general and/or special purpose processing components having processing and computing capabilities. Some examples of processor 11 include, but are not limited to, a Central Processing Unit (CPU), a Graphics Processing Unit (GPU), various specialized Artificial Intelligence (AI) computing chips, various processors running machine learning model algorithms, digital Signal Processors (DSPs), and any suitable processor, controller, microcontroller, etc. The processor 11 performs the respective methods and processes described above, for example, a monitoring information collation method of substation debugging.
In some embodiments, the monitoring information verification method of substation commissioning may be implemented as a computer program, which is tangibly embodied on a computer-readable storage medium, such as the storage unit 18. In some embodiments, part or all of the computer program may be loaded and/or installed onto the electronic device 10 via the ROM 12 and/or the communication unit 19. When the computer program is loaded into the RAM 13 and executed by the processor 11, one or more steps of the monitoring information collation method of substation debugging described above may be performed. Alternatively, in other embodiments, the processor 11 may be configured to perform the monitoring information verification method of substation commissioning in any other suitable way (e.g. by means of firmware).
Various implementations of the systems and techniques described here above may be implemented in digital electronic circuitry, integrated circuit systems, field Programmable Gate Arrays (FPGAs), application Specific Integrated Circuits (ASICs), application Specific Standard Products (ASSPs), systems On Chip (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and/or combinations thereof. These various embodiments may include: implemented in one or more computer programs, the one or more computer programs may be executed and/or interpreted on a programmable system including at least one programmable processor, which may be a special purpose or general-purpose programmable processor, that may receive data and instructions from, and transmit data and instructions to, a storage system, at least one input device, and at least one output device.
A computer program for carrying out methods of the present invention may be written in any combination of one or more programming languages. These computer programs may be provided to a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus, such that the computer programs, when executed by the processor, cause the functions/acts specified in the flowchart and/or block diagram block or blocks to be implemented. The computer program may execute entirely on the machine, partly on the machine, as a stand-alone software package, partly on the machine and partly on a remote machine or entirely on the remote machine or server.
In the context of the present invention, a computer-readable storage medium may be a tangible medium that can contain, or store a computer program for use by or in connection with an instruction execution system, apparatus, or device. The computer readable storage medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. Alternatively, the computer readable storage medium may be a machine readable signal medium. More specific examples of a machine-readable storage medium would include an electrical connection based on one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
To provide for interaction with a user, the systems and techniques described here can be implemented on an electronic device having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to a user; and a keyboard and a pointing device (e.g., a mouse or a trackball) through which a user can provide input to the electronic device. Other kinds of devices may also be used to provide for interaction with a user; for example, feedback provided to the user may be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form, including acoustic input, speech input, or tactile input.
The systems and techniques described here can be implemented in a computing system that includes a background component (e.g., as a data server), or that includes a middleware component (e.g., an application server), or that includes a front-end component (e.g., a user computer having a graphical user interface or a web browser through which a user can interact with an implementation of the systems and techniques described here), or any combination of such background, middleware, or front-end components. The components of the system can be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: local Area Networks (LANs), wide Area Networks (WANs), blockchain networks, and the internet.
The computing system may include clients and servers. The client and server are typically remote from each other and typically interact through a communication network. The relationship of client and server arises by virtue of computer programs running on the respective computers and having a client-server relationship to each other. The server can be a cloud server, also called a cloud computing server or a cloud host, and is a host product in a cloud computing service system, so that the defects of high management difficulty and weak service expansibility in the traditional physical hosts and VPS service are overcome.
It should be appreciated that various forms of the flows shown above may be used to reorder, add, or delete steps. For example, the steps described in the present invention may be performed in parallel, sequentially, or in a different order, so long as the desired results of the technical solution of the present invention are achieved, and the present invention is not limited herein.
Example five
The present embodiment provides a computer-readable storage medium having stored thereon a computer program which, when executed by a processor, implements the monitoring information collation method steps of substation debugging as provided in any embodiment of the present invention, the method comprising:
acquiring debugging operation information and debugging result information of a user on substation equipment through a field handheld operation terminal;
acquiring four remote monitoring information from a background monitoring interface in a station according to the debugging operation information, and uploading the debugging operation information to power grid master station simulation equipment so that the power grid master station simulation equipment determines simulation information according to the debugging operation information;
receiving the simulation information issued by the master station simulation equipment, and performing data verification based on the debugging result information, the four-remote monitoring information and the simulation information to determine a debugging verification result;
And transmitting the debugging and checking result and the background display video to the field handheld operation terminal so as to verify the four-remote monitoring information of the transformer substation through the field handheld operation terminal.
The computer storage media of embodiments of the invention may take the form of any combination of one or more computer-readable media. The computer readable medium may be a computer readable signal medium or a computer readable storage medium. The computer readable storage medium may be, for example, but not limited to: an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any of the foregoing. More specific examples (a non-exhaustive list) of the computer-readable storage medium would include the following: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In this document, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device.
The computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, either in baseband or as part of a carrier wave. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination of the foregoing. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device.
Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: wireless, wire, fiber optic cable, RF, etc., or any suitable combination of the foregoing.
Computer program code for carrying out operations of the present invention may be written in one or more programming languages, including an object oriented programming language such as Java, smalltalk, C ++ and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computer (for example, through the Internet using an Internet service provider).
It will be appreciated by those of ordinary skill in the art that the modules or steps of the invention described above may be implemented in a general purpose computing device, they may be centralized on a single computing device, or distributed over a network of computing devices, or they may alternatively be implemented in program code executable by a computer device, such that they are stored in a memory device and executed by the computing device, or they may be separately fabricated as individual integrated circuit modules, or multiple modules or steps within them may be fabricated as a single integrated circuit module. Thus, the present invention is not limited to any specific combination of hardware and software.
It should be appreciated that various forms of the flows shown above may be used to reorder, add, or delete steps. For example, the steps described in the present invention may be performed in parallel, sequentially, or in a different order, so long as the desired results of the technical solution of the present invention are achieved, and the present invention is not limited herein.
The above embodiments do not limit the scope of the present invention. It will be apparent to those skilled in the art that various modifications, combinations, sub-combinations and alternatives are possible, depending on design requirements and other factors. Any modifications, equivalent substitutions and improvements made within the spirit and principles of the present invention should be included in the scope of the present invention.

Claims (10)

1. The monitoring information checking method for transformer substation debugging is characterized by being applied to a transformer substation and comprising the following steps of:
acquiring debugging operation information and debugging result information of a user on substation equipment through a field handheld operation terminal;
obtaining background display video from a background monitoring interface in a station according to the debugging operation information, obtaining four-remote monitoring information based on the background display video, and uploading the debugging operation information to a power grid master station simulation device so that the power grid master station simulation device determines simulation information according to the debugging operation information;
receiving the simulation information issued by the master station simulation equipment, and performing data verification based on the debugging result information, the four-remote monitoring information and the simulation information to determine a debugging verification result;
and transmitting the debugging and checking result and the background display video to the field handheld operation terminal so as to check the four-remote monitoring information of the transformer substation through the field handheld operation terminal.
2. The method according to claim 1, wherein the obtaining the background display video from the in-station background monitoring interface according to the debug operation information comprises:
And continuously acquiring images of the background monitoring interface in the station by a preset non-network acquisition method based on the debugging operation information to obtain the background display video.
3. The method of claim 2, wherein the performing data verification based on the debug result information, the four-telemetry information, and the emulation information, determining a debug verification result, comprises:
performing image recognition on the background display video according to a preset image feature extraction model to obtain four-remote monitoring information;
and comparing the four remote monitoring information, the debugging result information and the simulation information to determine a debugging check result.
4. The method of claim 3, wherein before performing image recognition on the background display video according to a preset image feature extraction model to obtain four-remote monitoring information, the method further comprises:
determining a training image and a test image based on a background display video corresponding to the in-station background monitoring interface at a historical moment, and expected extraction features corresponding to the training image and the test image;
training a preset initial feature extraction model based on the training image and the corresponding expected extraction feature thereof, and determining a feature extraction model to be checked; the initial feature extraction model comprises a feature extraction sub-network and a feature detection sub-network;
And carrying out model test on the feature extraction model to be checked through the test image and the corresponding expected extraction feature, and determining the feature extraction model to be checked as the image feature extraction model if the identification accuracy of the feature extraction model to be checked is greater than a preset accuracy threshold.
5. The method of claim 4, further comprising, after the model testing of the training feature extraction model by the background master station test image:
if the recognition accuracy of the feature extraction model to be verified is smaller than a preset recognition accuracy threshold, performing model optimization on the feature extraction model to be verified according to the test image and the corresponding expected extraction feature thereof, so that the recognition accuracy of the training feature extraction model is larger than the preset recognition accuracy threshold.
6. The method of claim 2, wherein uploading the debug operation information to a master site emulation apparatus to cause the master site emulation apparatus to determine emulation information from the four-telemetry information comprises:
establishing communication connection with the power grid master station simulation equipment;
And sending the debugging operation information to the power grid master station simulation equipment so that the power grid master station simulation equipment performs substation simulation according to the debugging operation information to determine the simulation information.
7. The method of claim 1, wherein the issuing the debugging verification result and the background display video to the field handheld operation terminal comprises:
establishing communication connection with the field handheld operation terminal;
performing data compression on the background display video, and determining target compression data;
and transmitting the debugging check result and the target compressed data to the field handheld operation terminal.
8. The utility model provides a monitoring information verifying attachment of transformer substation debugging which characterized in that is applied to the transformer substation, includes:
the remote control acquisition module is used for acquiring debugging operation information and debugging result information of a user on the substation equipment through the on-site handheld operation terminal;
the information processing module is used for acquiring a background display video from a background monitoring interface in the station according to the debugging operation information, acquiring four-remote monitoring information based on the background display video, and uploading the debugging operation information to the power grid master station simulation equipment so that the power grid master station simulation equipment determines simulation information according to the debugging operation information;
The information checking module is used for receiving the simulation information issued by the master station simulation equipment, checking data based on the debugging result information, the four-remote monitoring information and the simulation information, and determining a debugging and checking result;
and the information issuing module is used for issuing the debugging and checking result and the background display video to the field handheld operation terminal so as to check the four-remote monitoring information of the transformer substation through the field handheld operation terminal.
9. An electronic device, the electronic device comprising:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein,
the memory stores a computer program executable by the at least one processor to enable the at least one processor to perform the monitoring information checking method of substation debugging according to any one of claims 1-7.
10. A computer readable storage medium, wherein the computer readable storage medium stores computer instructions for causing a processor to implement the method for checking monitoring information for substation debugging according to any one of claims 1-7 when executed.
CN202311569546.4A 2023-11-23 2023-11-23 Monitoring information checking method, device, equipment and medium for transformer substation debugging Pending CN117556621A (en)

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