A silent monitoring and dispatching system and method for substation

Through the substation silent monitoring and dispatching system, using the task scheduling, patrol processing and video analysis subsystems, real-time identification and warning of concurrent execution anomalies are carried out, solving the problems of resource waste and monitoring omissions in the substation, and improving the accuracy of patrol inspections and the quality of warnings.

CN114069871BActive Publication Date: 2025-09-19STATE GRID INTELLIGENCE TECHNOLOGY CO LTD
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Patent Information

Application Number
CN202111416626.7
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2021-11-25
Publication Date
2025-09-19
Estimated Expiration
2041-11-25

AI Technical Summary

Technical Problem

In the existing technology, video acquisition equipment in substations has resource waste and image quality problems, resulting in inaccurate inspection results. In addition, the video surveillance equipment has huge data and is prone to missing safety hazards.

Method used

A silent monitoring and dispatching system for substations is adopted, including task scheduling, patrol processing, video analysis and early warning subsystems, to achieve real-time identification and early warning of abnormal personnel behavior, environmental abnormalities and video equipment abnormalities, and improve the utilization rate of monitoring equipment and patrol accuracy through concurrent scheduling and big data analysis.

Benefits of technology

It achieves real-time monitoring and concurrent execution of abnormal identification and early warning without affecting the normal operation of inspection tasks, saving resources, improving the accuracy of inspections and the quality of early warnings, and avoiding the occurrence of hidden dangers and accidents.

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Abstract

The present invention provides a substation silent monitoring and scheduling system and method, comprising: a task scheduling subsystem, a patrol processing subsystem, a video analysis subsystem and an early warning subsystem; the task scheduling subsystem is respectively communicated with the patrol processing subsystem and the video analysis subsystem, and the patrol processing subsystem and the video analysis subsystem are respectively communicated with the early warning subsystem; the early warning subsystem gives an early warning result according to the obtained patrol processing result and / or video analysis result, and the task scheduling subsystem performs concurrent scheduling of patrol tasks and silent patrol tasks according to the obtained patrol processing result and video analysis result; real-time monitoring and dynamic identification of abnormal factors within the station are realized, human and material resources are saved, hidden dangers and accidents caused by negligence or untimely manual inspection are avoided, and the shortcomings of the existing technology are overcome.
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Description

Technical Field

[0001] The present invention relates to the technical field of substation monitoring and dispatching, and in particular to a substation silent monitoring and dispatching system and method. Background Art

[0002] The statements in this section merely provide background art related to the present invention and do not necessarily constitute prior art.

[0003] With the continuous development of artificial intelligence, many substations have gradually replaced manual inspections with intelligent robots and video capture equipment, achieving unmanned substation operation. By applying advanced technologies such as edge computing and big data artificial intelligence, the convenience of intelligent inspections has been improved, the risks of on-site operations have been reduced, and the level of intelligence in substation operation and maintenance management has been enhanced.

[0004] However, according to the inventors' understanding, the use of intelligent robots and video acquisition equipment to replace manual labor to complete substation equipment inspection work still has the following technical problems:

[0005] (1) The task execution method in the substation is to perform periodically according to the inspection specifications. When there is no inspection, the video acquisition equipment, including the acquisition equipment carried by the machine, is in an idle state, resulting in a waste of resources.

[0006] (2) Video equipment may have problems such as black and white screen, image color cast, low contrast, image interference, image too dark, excessive image, etc. due to network abnormalities, unstable device firmware or external interference. At this time, after the online patrol system performs the patrol task and captures the image, it will cause the patrol result analysis to fail or be wrong, reducing the accuracy of the patrol.

[0007] (3) The substation is a high-risk scene with dense power equipment and many dangerous factors. Video surveillance and manual inspections are generally used to monitor the behavior of personnel and environmental factors in the station. However, there are many video surveillance devices in the station, and the collected video data is relatively large. The staff in the station will not check the surveillance video all the time. Therefore, it is easy to miss the safety hazards in the station due to negligence or untimely inspection. Summary of the Invention

[0008] In order to address the deficiencies of the prior art, the present invention provides a silent monitoring and dispatching system and method for a substation. Without affecting the normal operation of the inspection tasks within the station, the system utilizes the inspection equipment within the station to complete the identification and early warning of abnormal personnel behavior, environmental abnormalities, video equipment abnormalities, etc., thereby realizing real-time monitoring and dynamic identification of abnormal factors within the station, saving manpower and material resources, avoiding hidden dangers and accidents caused by negligence or untimely manual inspection, and overcoming the deficiencies of the prior art.

[0009] In order to achieve the above object, the present invention adopts the following technical solutions:

[0010] A first aspect of the present invention provides a substation silent monitoring and dispatching system.

[0011] A substation silent monitoring and dispatching system includes: a task scheduling subsystem, a patrol processing subsystem, a video analysis subsystem and an early warning subsystem;

[0012] The task scheduling subsystem is communicated with the patrol processing subsystem and the video analysis subsystem respectively, and the patrol processing subsystem and the video analysis subsystem are communicated with the early warning subsystem respectively;

[0013] The early warning subsystem gives an early warning result according to the obtained patrol processing result and / or video analysis result, and the task scheduling subsystem performs concurrent scheduling of patrol tasks and silent patrol tasks according to the obtained patrol processing result and video analysis result.

[0014] Furthermore, the video analysis subsystem includes a video acquisition unit and a video recognition unit. The video recognition unit performs online recognition of abnormal characteristics of personnel, environment and video equipment in the substation based on the video information collected by the video acquisition unit, and sends the recognition results to the early warning subsystem.

[0015] Furthermore, the early warning subsystem determines the type and level of early warning based on the recognition results received from the video analysis subsystem, and processes the early warning in different levels and regions.

[0016] Furthermore, the early warning subsystem obtains the early warning records of each device based on the early warning information of different monitoring devices and generates monthly, quarterly and annual reports;

[0017] According to different warning levels, the probability of occurrence of different warning types is obtained, and monthly, quarterly and annual reports are generated;

[0018] The above report data is comprehensively obtained to evaluate the health status of equipment, the behavior of station personnel or the station environment.

[0019] Furthermore, the patrol processing subsystem includes a patrol host, a network hard disk recorder, a plurality of video devices and a plurality of patrol robots that are respectively connected to the patrol host for communication.

[0020] Furthermore, the inspection host is connected to the network hard disk video recorder through a router, the network hard disk video recorder is connected to the switch, and the switch is connected to each video device;

[0021] Alternatively, the inspection host is connected to a switch, and the switch is connected to each video device.

[0022] Furthermore, the inspection host is connected to the security access platform via a router, the security access platform is connected to the security access module, the security access module is connected to the outdoor robot, and the inspection host is connected to the indoor robot via a router.

[0023] A second aspect of the present invention provides a substation silent monitoring and scheduling method.

[0024] A substation silent monitoring and dispatching method, utilizing the above-mentioned substation silent monitoring and dispatching system, includes the following steps:

[0025] Initiate a silent monitoring task request to the task scheduling subsystem;

[0026] After the task scheduling subsystem receives the silent monitoring task request, if there is an inspection task currently being executed, the task scheduling subsystem takes the food equipment that is not in the task and puts it into the first thread container, and then takes out the video equipment that has completed the inspection task and puts it into the second thread container;

[0027] After completing the inspection requirements of a video device in the inspection task, determine whether the video device is in the silent monitoring task. If so, put the device into the second thread container;

[0028] The silent monitoring thread sequentially takes the devices in the first thread container and the second thread container to complete the detection until the container is empty;

[0029] Complete this silent monitoring mission.

[0030] Furthermore, after the task scheduling subsystem receives the silent monitoring task request, if there is no inspection task currently being executed;

[0031] Put all video devices of the silent monitoring task into the first thread container and set the second thread container to empty;

[0032] The silent monitoring thread sequentially takes the devices in the first thread container and the second thread container to complete the detection until the container is empty;

[0033] Complete this silent monitoring mission.

[0034] A third aspect of the present invention provides a substation silent monitoring and dispatching method, which utilizes the substation silent monitoring and dispatching system described in the first aspect of the present invention and includes the following steps:

[0035] Initiate inspection task request to the task scheduling subsystem;

[0036] After the task scheduling subsystem receives the inspection task request, if there is a silent monitoring task currently being executed, the video device whose silent monitoring task has not been completed is placed into the first thread container;

[0037] In the first thread container, remove the video device included in the inspection task initiated this time;

[0038] After completing the inspection requirements of a video device in the inspection task, determine whether the video device is in the silent monitoring task. If so, put the device into the second thread container;

[0039] The silent monitoring thread sequentially takes the devices in the first thread container and the second thread container to complete the detection until the container is empty;

[0040] Complete this silent monitoring mission.

[0041] Compared with the prior art, the present invention has the following beneficial effects:

[0042] 1. The present invention innovatively proposes a silent monitoring and dispatching system for substations. Without affecting the normal operation of the inspection tasks within the station, it uses the inspection equipment within the station to complete the identification and early warning of abnormal personnel behavior, environmental abnormalities, video equipment abnormalities, etc., and realizes real-time monitoring and dynamic identification of abnormal factors within the station, saving manpower and material resources, avoiding hidden dangers and accidents caused by negligence or untimely manual inspection, and overcoming the shortcomings of the existing technology.

[0043] 2. The present invention innovatively proposes a silent monitoring and scheduling method for substations, which realizes the concurrent execution of automatic patrol and silent monitoring within the station, and analyzes and warns the video quality. It not only improves the utilization rate of monitoring equipment, but also improves the accuracy of automatic patrol and ensures the accuracy of patrol results. Based on big data analysis technology, it conducts secondary mining of automatic identification and warning information, maximizes the scope and quality of warning, and avoids the problem of not distinguishing the importance of warning messages and not distinguishing the regions of warning messages.

[0044] Advantages of additional aspects of the present invention will be given in part in the following description and in part will be obvious from the following description, or will be learned through practice of the present invention. BRIEF DESCRIPTION OF THE DRAWINGS

[0045] The accompanying drawings, which constitute a part of the present invention, are used to provide a further understanding of the present invention. The exemplary embodiments of the present invention and their descriptions are used to explain the present invention and do not constitute improper limitations on the present invention.

[0046] Figure 1 This is an architectural diagram of the substation silent monitoring and dispatching system provided in Example 1 of the present invention.

[0047] Figure 2 This is a structural diagram of the inspection subsystem provided in Example 1 of the present invention.

[0048] Figure 3 This is a flow chart of the substation silent monitoring and scheduling method provided in Example 1 of the present invention. DETAILED DESCRIPTION

[0049] The present invention will be further described below with reference to the accompanying drawings and embodiments.

[0050] It should be noted that the following detailed descriptions are exemplary and intended to provide further explanation of the present invention. Unless otherwise specified, all technical and scientific terms used herein have the same meaning as commonly understood by those skilled in the art to which the present invention belongs.

[0051] It should be noted that the terms used herein are only for describing specific embodiments and are not intended to limit the exemplary embodiments according to the present invention. As used herein, unless the context clearly indicates otherwise, the singular form is intended to include the plural form. In addition, it should be understood that when the terms "comprise" and / or "include" are used in this specification, they indicate the presence of features, steps, operations, devices, components and / or combinations thereof.

[0052] In the absence of conflict, the embodiments of the present invention and the features thereof may be combined with each other.

[0053] Example 1:

[0054] like Figure 1 and 2 As shown, embodiment 1 of the present invention provides a substation silent monitoring and dispatching system, the structure of which includes:

[0055] The task scheduling subsystem, including the data storage center, scheduling unit and monitoring unit, realizes the concurrent scheduling of inspection tasks and silent monitoring tasks, ensuring that the silent monitoring tasks are completed without affecting the patrol tasks within the station.

[0056] Patrol processing subsystem, including:

[0057] The inspection host, network DVR, video equipment, and robotic devices are connected via a switch. Routers and security access devices can also be added as needed. The inspection backend is responsible for model management, message distribution, task execution, real-time data analysis and storage, pattern recognition, and file storage. The DVR aggregates HD video from fixed points and robotic devices for video monitoring and storage. The robots, including outdoor wheeled robots and indoor track-based robots, support autonomous inspection capabilities such as autonomous navigation, offline detection, automatic retesting, and autonomous return to home in the event of an abnormality.

[0058] The video analysis subsystem includes a video acquisition unit and a video recognition unit. The video acquisition unit uses the video equipment installed in the substation to monitor the personnel, environment, and video equipment in key areas of the station. The video recognition unit uses the video recognition algorithm based on the collected video information to perform online analysis of the abnormal characteristics of the personnel, environment, and video equipment in the substation, and sends the analysis results to the early warning subsystem.

[0059] The early warning subsystem includes early warning analysis and early warning confirmation. Upon receiving abnormality messages from the video analysis system, the early warning analysis module determines the type and level of the warning and conducts secondary data mining and analysis based on big data, further categorizing and processing warnings by region. The warning results are sent to the patrol processing system interface to prompt the user. After the user processes the warning information, the patrol processing system sends a warning cancellation message to the early warning subsystem. The warning confirmation module then cancels the alarm status of the warning device and stores it in the database.

[0060] The early warning subsystem will also conduct in-depth mining of the early warning information. First, based on the early warning information of different monitoring devices, it will analyze the early warning records of each device to form monthly, quarterly, and annual reports. In fact, based on the different early warning levels, it will analyze the probability of different early warning types to form monthly, quarterly, and annual reports. Combining the above information, it will form an equipment health status table and an environmental behavior analysis table for station personnel.

[0061] Example 2:

[0062] like Figure 3 As shown, embodiment 2 of the present invention provides a substation silent monitoring and scheduling method, which specifically includes the following steps:

[0063] Step 3-1: The silent monitoring service initiates a silent monitoring task request to the task scheduling system.

[0064] Step 3-2: After receiving the silent monitoring task request, the task scheduling system first determines whether there is a remote intelligent inspection task being executed in the current system.

[0065] Step 3-3: After judgment, if the inspection task exists, go to step 3-4; if not, go to step 3-10.

[0066] Step 3-4: The scheduling system takes all the video devices in the silent monitoring task and puts them into thread container 1, and then removes the patrol devices included in the current inspection task to form the current executable video device set of the silent monitoring system.

[0067] Step 3-5: Query the video devices whose inspection tasks have been completed and put them into thread container 2.

[0068] Step 3-6: After the current inspection task thread completes the inspection instruction and inspection content of each video device in the inspection task, it determines whether the video device is in the silent monitoring task.

[0069] Step 3-7: After determination, it is included in the silent monitoring task, and proceed to step 3-8.

[0070] Step 3-8: The scheduling system places the video device into thread container 2.

[0071] Step 3-9: The silent monitoring task thread sequentially takes the video devices in thread container 1 and container 2 to perform video acquisition according to the silent monitoring configuration until both containers are empty, completing this silent monitoring task.

[0072] Step 3-10: The scheduling system places all video devices of the silent monitoring task into thread container 1, sets container 2 to empty, and enters step 3-9 until the silent monitoring task is completed.

[0073] Step 3-11: When the task scheduling system receives the station inspection task request sent by the inspection processing system.

[0074] Step 3-12: After receiving the inspection task request, the task scheduling system first determines whether there is a silent monitoring task being executed in the current system.

[0075] Step 3-13: After judgment, if a silent monitoring task exists, proceed to step 3-14; if not, proceed to step 3-16.

[0076] Step 3-14: The scheduling system places the video device whose silent monitoring task is not completed into thread container 1.

[0077] Step 3-15: Query the video devices included in this inspection task and remove them from thread container 1.

[0078] Perform steps 3-6 to 3-9 in sequence to complete this silent monitoring task. During the execution of the silent monitoring task, it is executed in parallel with the inspection task, and the silent monitoring task is completed without affecting the operation of the inspection task.

[0079] Those skilled in the art will appreciate that embodiments of the present invention may be provided as methods, systems, or computer program products. Thus, the present invention may take the form of hardware embodiments, software embodiments, or embodiments combining software and hardware. Furthermore, the present invention may take the form of a computer program product implemented on one or more computer-usable storage media (including but not limited to magnetic disk storage and optical storage, etc.) containing computer-usable program code.

[0080] The present invention is described with reference to flowcharts and / or block diagrams of methods, devices (systems), and computer program products according to embodiments of the present invention. It should be understood that each process and / or block in the flowcharts and / or block diagrams, as well as combinations of processes and / or blocks in the flowcharts and / or block diagrams, can be implemented by computer program instructions. These computer program instructions can be provided to a processor of a general-purpose computer, a special-purpose computer, an embedded processor, or other programmable data processing device to produce a machine, so that the instructions executed by the processor of the computer or other programmable data processing device generate instructions for implementing the processes in the flowcharts and / or block diagrams. Figure 1 a process or multiple processes and / or boxes Figure 1 A device that provides the functions specified in a block or multiple blocks.

[0081] These computer program instructions may also be stored in a computer readable memory that can direct a computer or other programmable data processing device to work in a specific manner, so that the instructions stored in the computer readable memory produce an article of manufacture comprising an instruction device, which implements the process Figure 1 a process or multiple processes and / or boxes Figure 1 The function specified in one or more boxes.

[0082] These computer program instructions can also be loaded onto a computer or other programmable data processing device so that a series of operational steps are executed on the computer or other programmable device to produce a computer-implemented process, thereby providing the instructions executed on the computer or other programmable device for implementing the process. Figure 1 a process or multiple processes and / or boxes Figure 1 A step that specifies a function in one or more boxes.

[0083] Those skilled in the art will appreciate that all or part of the processes in the above-described method embodiments can be implemented by instructing related hardware through a computer program. The program can be stored in a computer-readable storage medium, and when executed, the program can include the processes in the above-described method embodiments. The storage medium can be a magnetic disk, an optical disk, a read-only memory (ROM), or a random access memory (RAM).

[0084] The foregoing description is merely a preferred embodiment of the present invention and is not intended to limit the present invention. Those skilled in the art will readily appreciate that various modifications and variations of the present invention are possible. Any modifications, equivalent substitutions, or improvements made within the spirit and principles of the present invention are intended to be within the scope of protection of the present invention.

Claims

1. A silent monitoring and dispatching system for a substation, characterized by: include: Task scheduling subsystem, patrol processing subsystem, video analysis subsystem and early warning subsystem; The task scheduling subsystem, including the data storage center, scheduling unit, and monitoring unit, realizes the concurrent scheduling of inspection tasks and silent monitoring tasks, ensuring that the silent monitoring tasks are completed without affecting the patrol tasks within the station; The video analysis subsystem includes a video acquisition unit and a video recognition unit. The video acquisition unit uses video equipment installed in the substation to monitor personnel, environment, and video equipment in key areas within the station. The video recognition unit uses video recognition algorithms based on the collected video information to perform online analysis of abnormal characteristics of personnel, environment, and video equipment within the substation, and sends the analysis results to the early warning subsystem. The task scheduling subsystem is communicated with the patrol processing subsystem and the video analysis subsystem respectively, and the patrol processing subsystem and the video analysis subsystem are communicated with the early warning subsystem respectively; The early warning subsystem gives an early warning result based on the obtained patrol processing results and / or video analysis results, and the task scheduling subsystem performs concurrent scheduling of patrol tasks and silent patrol tasks based on the obtained patrol processing results and video analysis results; The early warning subsystem includes early warning analysis and early warning confirmation. After the early warning subsystem receives the abnormal message sent by the video analysis system, the early warning analysis module determines the warning type and warning level, and conducts secondary data mining and analysis based on big data to classify and process the warning by region. The early warning subsystem will also conduct in-depth mining of early warning information. Among them, the early warning subsystem obtains the early warning records of each device based on the early warning information of different monitoring devices, and forms monthly, quarterly and annual reports; According to different warning levels, the probability of occurrence of different warning types is obtained, and monthly, quarterly and annual reports are generated; The above report data is integrated to form an equipment health status table and an on-site personnel environment behavior analysis table, which is used to evaluate the equipment health status, on-site personnel behavior or on-site environment; The inspection processing subsystem includes an inspection host, a network hard disk recorder, a plurality of video devices and a plurality of inspection robots respectively connected to the inspection host; The substation silent monitoring and dispatching process is as follows: Initiate a silent monitoring task request to the task scheduling subsystem; After the task scheduling subsystem receives the silent monitoring task request, if there is an inspection task currently being executed, the task scheduling subsystem takes the video devices that are not in the task and puts them into the first thread container, and then takes out the video devices that have completed the inspection task and puts them into the second thread container; After completing the inspection requirements of a video device in the inspection task, determine whether the video device is in the silent monitoring task. If so, put the device into the second thread container; The silent monitoring thread sequentially takes the devices in the first thread container and the second thread container to complete the detection until the container is empty; Complete this silent surveillance mission; After the task scheduling subsystem receives the silent monitoring task request, if there is no inspection task currently being executed; Put all video devices of the silent monitoring task into the first thread container and set the second thread container to empty; The silent monitoring thread sequentially takes the devices in the first thread container and the second thread container to complete the detection until the container is empty; Complete this silent monitoring mission.

2. The substation silent monitoring and dispatching system according to claim 1, characterized in that: The inspection host is connected to the network hard disk video recorder through a router, the network hard disk video recorder is connected to the switch, and the switch is connected to each video device.

3. The substation silent monitoring and dispatching system according to claim 1, characterized in that: The inspection host is connected to the switch, and the switch is connected to each video device.

4. The substation silent monitoring and dispatching system according to claim 1, characterized in that: The inspection host is connected to the security access platform through a router, the security access platform is connected to the security access module, the security access module is connected to the outdoor robot, and the inspection host is connected to the indoor robot through a router.

5. A silent monitoring and dispatching method for a substation, characterized by: The substation silent monitoring and dispatching system according to any one of claims 1 to 4 includes the following processes: Initiate inspection task request to the task scheduling subsystem; After the task scheduling subsystem receives the inspection task request, if there is a silent monitoring task currently being executed, the video device whose silent monitoring task has not been completed is placed into the first thread container; In the first thread container, remove the video device included in the inspection task initiated this time; After completing the inspection requirements of a video device in the inspection task, determine whether the video device is in the silent monitoring task. If so, put the device into the second thread container; The silent monitoring thread sequentially takes the devices in the first thread container and the second thread container to complete the detection until the container is empty; Complete this silent surveillance mission; The inspection processing subsystem includes an inspection host, a network hard disk video recorder, a plurality of video devices and a plurality of inspection robots which are respectively connected to the inspection host for communication.

6. The substation silent monitoring and dispatching method according to claim 5, characterized in that: The inspection host is connected to the network hard disk video recorder through a router, the network hard disk video recorder is connected to the switch, and the switch is connected to each video device.

7. The substation silent monitoring and dispatching method according to claim 5, characterized in that: The inspection host is connected to the switch, and the switch is connected to each video device.

8. The substation silent monitoring and dispatching method according to claim 5, characterized in that: The inspection host is connected to the security access platform through a router, the security access platform is connected to the security access module, the security access module is connected to the outdoor robot, and the inspection host is connected to the indoor robot through a router.

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