Community machine room intelligent maintenance system and method, electronic equipment and storage medium

Abstract

The invention discloses an intelligent maintenance system and method for a community machine room, electronic equipment and a storage medium, the intelligent maintenance system for the community machine room comprises a server, at least one terminal equipment and at least one machine room equipment information sensing unit, and the server is respectively connected with each terminal equipment and each machine room equipment information sensing unit; the terminal equipment is used for presenting setting information and also used for sending the setting information to the server; the machine room equipment information sensing unit is connected with set machine room equipment of the community machine room and is used for sensing setting information of the set machine room equipment; the server comprises a simulation scene mathematical model construction module, a simulation scene generation module and a danger alarm presentation module. According to the community machine room intelligent maintenance system and method, the electronic equipment and the storage medium, the working efficiency of machine room maintenance can be improved, and the safety during maintenance is ensured.

Description

Technical Field

[0001] The present invention belongs to the field of electronic information technology, and relates to a computer room maintenance system, and in particular to a community computer room intelligent maintenance system, method, electronic equipment and storage medium. Background Art

[0002] With the development of science and technology, computers, networks and other technologies have become popular. Communities usually have community computer rooms for users to use the network. Community computer rooms need to be maintained frequently. The existing maintenance method is usually manual maintenance based on experience, which is inefficient and can no longer meet current needs.

[0003] In view of this, there is an urgent need to design a new computer room maintenance method to overcome at least some of the above-mentioned defects of the existing computer room maintenance method. Summary of the invention

[0004] The present invention provides a community computer room intelligent maintenance system, method, electronic equipment and storage medium, which can improve the work efficiency of computer room maintenance and ensure the safety during maintenance.

[0005] To solve the above technical problem, according to one aspect of the present invention, the following technical solution is adopted:

[0006] A community computer room intelligent maintenance system, the community computer room intelligent maintenance system comprising: a server, at least one terminal device and at least one computer room equipment information sensing unit, the server is respectively connected to each terminal device and each computer room equipment information sensing unit;

[0007] The terminal device is used to present the setting information and also to send the setting information to the server;

[0008] The computer room equipment information sensing unit is connected to the setting computer room equipment of the community computer room to sense the setting information of the setting computer room equipment;

[0009] The server comprises:

[0010] A simulation scenario mathematical model construction module is used to construct a simulation scenario mathematical model; the input of the simulation scenario mathematical model includes the equipment type data of the computer room, the status data of each equipment in the computer room, and the dangerous information of the equipment in the computer room; the output of the simulation scenario mathematical model is a video of the simulation setting scene and the display of the dangerous information of the equipment in the computer room;

[0011] A simulation scene generation module is used to obtain the type of equipment in the computer room and the status data of each equipment in the computer room, and input it into the simulation scene mathematical model, and use the simulation scene mathematical model to generate a video simulating the set scene, in which the various equipment in the community computer room and their status are simulated;

[0012] The danger alarm presentation module is used to obtain the danger information of the equipment in the computer room and input it into the simulation scene mathematical model, and use the simulation scene mathematical model to display the danger information of the equipment in the computer room in the video simulating the set scene.

[0013] As an embodiment of the present invention, the simulation scenario mathematical model construction module is also used to obtain historical data, preprocess the historical data, perform feature extraction on the preprocessed data, extract feature data that can characterize that the computer room equipment is in a dangerous state from the computer room equipment status data, and establish a correlation between the computer room equipment status and the computer room equipment being in a dangerous state.

[0014] As an embodiment of the present invention, the computer room equipment information sensing unit includes a camera device, and the camera device is used to obtain image data and / or video data of the computer room equipment; the computer room equipment status data includes image data and / or video data of the computer room equipment;

[0015] The server further includes an image recognition module, which is used to identify the status data of the equipment in the computer room through the image data and / or video data of the equipment in the computer room;

[0016] The image recognition module identifies the equipment status data of the computer room by comparing the images of the equipment in the computer room in normal working state, in fault state, and in dangerous state stored in the database;

[0017] Alternatively or in addition, the image recognition module is used to identify specific components of the computer room equipment, thereby identifying the position of each specific component, and determining the computer room equipment status data by setting the positional relationship between at least two specific components.

[0018] As an implementation manner of the present invention, the terminal device includes an AR device, and the AR device is used to obtain a simulated video for presentation from a server and display the simulated video.

[0019] As an embodiment of the present invention, the server includes a fault auxiliary identification module, which is used to assist in identifying faults in computer room equipment; the image recognition module is used to identify specific components of the computer room equipment, thereby identifying the positions of each specific component, obtaining a positional relationship between at least two specific components, and setting a positional relationship rule between at least two specific components in combination with the computer room equipment in normal working state, faulty state, and dangerous state, to assist in identifying the fault type of the computer room equipment.

[0020] According to another aspect of the present invention, the following technical solution is adopted: a maintenance method of the above-mentioned community computer room intelligent maintenance system, the maintenance method comprising:

[0021] The computer room equipment information sensing unit is connected to the setting computer room equipment of the community computer room, and senses the setting information of the setting computer room equipment;

[0022] The simulation scenario mathematical model construction module constructs a simulation scenario mathematical model; the input of the simulation scenario mathematical model includes the equipment type data of the computer room, the status data of each equipment in the computer room, and the dangerous information of the equipment in the computer room; the output of the simulation scenario mathematical model is a video of the simulation setting scene and the display of the dangerous information of the equipment in the computer room;

[0023] The simulation scene generation module obtains the equipment type and status data of each computer room equipment, and inputs them into the simulation scene mathematical model, and uses the simulation scene mathematical model to generate a video simulating the set scene, in which the various computer room equipment in the community computer room and their status are simulated;

[0024] The danger alarm presentation module obtains the danger information of the equipment in the computer room and inputs it into the simulation scene mathematical model, and uses the simulation scene mathematical model to display the danger information of the equipment in the computer room in the video simulating the set scene.

[0025] As an embodiment of the present invention, the simulation scenario mathematical model construction module is also used to obtain historical data, preprocess the historical data, perform feature extraction on the preprocessed data, extract feature data that can characterize that the computer room equipment is in a dangerous state from the computer room equipment status data, and establish a correlation between the computer room equipment status and the computer room equipment being in a dangerous state.

[0026] As an embodiment of the present invention, the computer room equipment information sensing unit includes a camera device, and the camera device is used to obtain image data and / or video data of the computer room equipment; the computer room equipment status data includes image data and / or video data of the computer room equipment;

[0027] The server further includes an image recognition module, which is used to identify the status data of the equipment in the computer room through the image data and / or video data of the equipment in the computer room;

[0028] The image recognition module identifies the equipment status data of the computer room by comparing the images of the equipment in the computer room in normal working state, in fault state, and in dangerous state stored in the database;

[0029] Alternatively or in addition, the image recognition module is used to identify specific components of the computer room equipment, thereby identifying the position of each specific component, and determining the computer room equipment status data by setting the positional relationship between at least two specific components.

[0030] As an implementation manner of the present invention, the terminal device includes an AR device, and the AR device is used to obtain a simulated video for presentation from a server and display the simulated video.

[0031] As an embodiment of the present invention, the maintenance method includes: a fault auxiliary identification module assists in identifying the fault of the computer room equipment. The image recognition module identifies the specific components of the computer room equipment, thereby identifying the position of each specific component, obtaining and setting the position relationship between at least two specific components, and setting the position relationship rules between at least two specific components in combination with the computer room equipment in normal working state, fault state, and dangerous state, to assist in identifying the fault type of the computer room equipment.

[0032] According to another aspect of the present invention, the following technical solution is adopted: an electronic device includes a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor implements the steps of the above method when executing the computer program.

[0033] According to another aspect of the present invention, the following technical solution is adopted: a storage medium stores computer program instructions, and the computer program instructions implement the steps of the above method when executed by a processor.

[0034] The beneficial effects of the present invention are as follows: the community computer room intelligent maintenance system, method, electronic device and storage medium proposed by the present invention can improve the work efficiency of computer room maintenance and ensure the safety during maintenance. The present invention can significantly improve network management efficiency, reduce operating costs, enhance network security, improve customer satisfaction, and bring extensive economic and social benefits to society.

[0035] In one usage scenario of the present invention, when workers are operating the equipment, they can use the system to obtain the status of construction-related equipment, such as whether the power is turned off. In addition, the present invention can automatically generate a simulated scene video based on the built model, and can play it on-site through projection; this can enable construction personnel to pay more attention to prevention and avoid danger. BRIEF DESCRIPTION OF THE DRAWINGS

[0036] Figure 1 It is a schematic diagram of the composition of the community computer room intelligent maintenance system in one embodiment of the present invention.

[0037] Figure 2 The present invention is a flowchart of a community computer room intelligent maintenance method according to an embodiment of the present invention.

[0038] Figure 3 FIG. 4 is a schematic diagram of the composition of an electronic device in one embodiment of the present invention. DETAILED DESCRIPTION

[0039] The preferred embodiments of the present invention are described in detail below with reference to the accompanying drawings.

[0040] In order to further understand the present invention, preferred embodiments of the present invention are described below in conjunction with examples. However, it should be understood that these descriptions are only for further illustrating the features and advantages of the present invention, rather than limiting the claims of the present invention.

[0041] The description in this section is only for several typical embodiments, and the present invention is not limited to the scope of the embodiments. The same or similar prior art means and some technical features in the embodiments are mutually replaced within the scope of the present invention.

[0042] The description of the steps in each embodiment in the specification is only for the convenience of explanation, and the implementation method of the present application is not limited by the order of implementation of the steps.

[0043] The term “connection” in the specification includes both direct connection and indirect connection.

[0044] The present invention discloses a community computer room intelligent maintenance system. Figure 1 This is a schematic diagram of the composition of the community computer room intelligent maintenance system in one embodiment of the present invention; please refer to Figure 1 The community computer room intelligent maintenance system includes: a server 1, at least one terminal device 2 and at least one computer room equipment information sensing unit 3, and the server 1 is connected to each terminal device 2 and each computer room equipment information sensing unit 3 respectively.

[0045] The terminal device 2 is used to present the setting information and also to send the setting information to the server; the computer room equipment information sensing unit 3 is connected to the setting computer room equipment of the community computer room to sense the setting information of the setting computer room equipment. The server 1 includes: a simulation scene mathematical model construction module 11, a simulation scene generation module 12 and a danger warning presentation module 13.

[0046] The simulation scenario mathematical model construction module 11 is used to construct a simulation scenario mathematical model; the input of the simulation scenario mathematical model includes computer room equipment type data, each computer room equipment status data and computer room equipment hazard information; the output of the simulation scenario mathematical model is a video of the simulation setting scene and the display of computer room equipment hazard information.

[0047] The simulation scene generation module 12 is used to obtain the type of equipment in the computer room and the status data of each equipment in the computer room, and input it into the simulation scene mathematical model, and use the simulation scene mathematical model to generate a video of the simulated set scene, in which the various equipment in the community computer room and their status are simulated.

[0048] The danger warning presentation module 13 is used to obtain the danger information of the equipment in the computer room and input it into the simulation scene mathematical model, and use the simulation scene mathematical model to display the danger information of the equipment in the computer room in the video of the simulation setting scene (such as whether the power that should be turned off is turned off).

[0049] In one embodiment of the present invention, the simulation scenario mathematical model construction module 11 is also used to obtain historical data, preprocess the historical data, perform feature extraction on the preprocessed data, extract feature data that can characterize that the computer room equipment is in a dangerous state from the computer room equipment status data, and establish a correlation between the computer room equipment status and the computer room equipment being in a dangerous state.

[0050] The computer room equipment information sensing unit 3 may include a camera device, which is used to obtain image data and / or video data of the computer room equipment; the computer room equipment status data includes image data and / or video data of the computer room equipment.

[0051] The server may further include an image recognition module, which is used to identify the status data of the equipment in the computer room through the image data or / and video data of the equipment in the computer room. The image recognition module identifies the status data of the equipment in the computer room by comparing the images of the equipment in the computer room in a normal working state, in a faulty state, and in a dangerous state stored in the database; or / and, the image recognition module is used to identify specific components of the equipment in the computer room, thereby identifying the position of each specific component, and judging the status data of the equipment in the computer room by setting the positional relationship between at least two specific components.

[0052] For example, when a staff member is repairing a computer room equipment, the operating rules require that the plug of the computer room equipment be unplugged from the socket; however, it is identified that the plug of the computer room equipment is not unplugged (the plug image can be obtained by a camera device and then identified by image recognition, or by other methods).

[0053] In one embodiment of the present invention, the terminal device 2 includes an AR device, and the AR device is used to obtain a simulated video for presentation from a server and display the simulated video. In addition, the terminal device 2 may also include a stereoscopic projection device.

[0054] The server includes a fault auxiliary identification module, which is used to assist in identifying faults of computer room equipment. In one embodiment, the image recognition module is used to identify specific components of the computer room equipment, thereby identifying the position of each specific component, obtaining and setting a position relationship between at least two specific components, and setting a position relationship rule between at least two specific components in combination with the computer room equipment in a normal working state, a faulty state, and a dangerous state, to assist in identifying the fault type of the computer room equipment.

[0055] The present invention further discloses a maintenance method of the above-mentioned community computer room intelligent maintenance system. Figure 2 This is a flow chart of a community computer room intelligent maintenance method in one embodiment of the present invention; the maintenance method includes:

[0056] [Step S1] The computer room equipment information sensing unit is connected to the setting computer room equipment of the community computer room, and senses the setting information of the setting computer room equipment;

[0057] [Step S2] The simulation scenario mathematical model construction module constructs a simulation scenario mathematical model; the input of the simulation scenario mathematical model includes the equipment type data of the computer room, the status data of each equipment in the computer room, and the dangerous information of the equipment in the computer room; the output of the simulation scenario mathematical model is a video of the simulation setting scene and the display of the dangerous information of the equipment in the computer room;

[0058] [Step S3] The simulation scene generation module obtains the type of equipment in the computer room and the status data of each equipment in the computer room, and inputs it into the simulation scene mathematical model, and uses the simulation scene mathematical model to generate a video simulating the set scene, in which each equipment in the community computer room and its status are simulated;

[0059] [Step S4] The danger alarm presentation module obtains the danger information of the equipment in the computer room and inputs it into the simulation scene mathematical model, and uses the simulation scene mathematical model to display the danger information of the equipment in the computer room in the video simulating the set scene.

[0060] In one embodiment of the present invention, the simulation scenario mathematical model construction module is also used to obtain historical data, preprocess the historical data, perform feature extraction on the preprocessed data, extract feature data that can characterize that the computer room equipment is in a dangerous state from the computer room equipment status data, and establish a correlation between the computer room equipment status and the computer room equipment being in a dangerous state.

[0061] The computer room equipment information sensing unit may include a camera device, and the camera device is used to obtain image data and / or video data of the computer room equipment; the computer room equipment status data includes image data and / or video data of the computer room equipment.

[0062] The server further includes an image recognition module, and the maintenance method further includes: the image recognition module identifies the status data of the equipment in the computer room through the image data or / and video data of the equipment in the computer room. The image recognition module identifies the status data of the equipment in the computer room by comparing the images stored in the database that set the equipment in the computer room to be in a normal working state, in a faulty state, and in a dangerous state; or / and, the image recognition module is used to identify specific components of the equipment in the computer room, thereby identifying the position of each specific component, and judging the status data of the equipment in the computer room by setting the positional relationship between at least two specific components.

[0063] For example, when a staff member is repairing a computer room equipment, the operating rules require that the plug of the computer room equipment be unplugged from the socket; however, it is identified that the plug of the computer room equipment is not unplugged (the plug image can be obtained by a camera device and then identified by image recognition, or by other methods).

[0064] In one embodiment of the present invention, the maintenance method includes: a fault auxiliary identification module assists in identifying the fault of the computer room equipment. The specific components of the computer room equipment can be identified through the image recognition module, so as to identify the position of each specific component, obtain and set the position relationship between at least two specific components, and set the position relationship rules between at least two specific components in combination with the computer room equipment in normal working state, fault state, and dangerous state, to assist in identifying the fault type of the computer room equipment.

[0065] The present invention also discloses an electronic device, Figure 3 FIG. 1 is a schematic diagram of the composition of an electronic device in an embodiment of the present invention; please refer to FIG. Figure 3 At the hardware level, the electronic device includes a memory, a processor and at least one network interface; the processor may be a microprocessor, and the memory may include a memory, such as a random access memory (RAM), or a non-volatile memory (non-volatile memory), etc. Of course, the electronic device may also be provided with other hardware as required.

[0066] The processor, network interface and memory may be interconnected via an internal bus, which may be an ISA (Industry Standard Architecture) bus, a PCI (Peripheral Component Interconnect) bus or an EISA (Extended Industry Standard Architecture) bus, etc. The bus may include an address bus, a data bus, a control bus, etc. The memory is used to store programs (which may include operating system programs and application programs); the program may include program code, which may include computer operation instructions. The memory may include internal memory and non-volatile memory, and provides instructions and data to the processor.

[0067] In one embodiment, the processor can read the corresponding program from the non-volatile memory into the memory and then run it; the processor can execute the program stored in the memory and is specifically used to perform the following operations (such as Figure 2 shown):

[0068] [Step S1] The computer room equipment information sensing unit is connected to the setting computer room equipment of the community computer room, and senses the setting information of the setting computer room equipment;

[0069] [Step S2] The simulation scenario mathematical model construction module constructs a simulation scenario mathematical model; the input of the simulation scenario mathematical model includes the equipment type data of the computer room, the status data of each equipment in the computer room, and the dangerous information of the equipment in the computer room; the output of the simulation scenario mathematical model is a video of the simulation setting scene and the display of the dangerous information of the equipment in the computer room;

[0070] [Step S3] The simulation scene generation module obtains the type of equipment in the computer room and the status data of each equipment in the computer room, and inputs it into the simulation scene mathematical model, and uses the simulation scene mathematical model to generate a video simulating the set scene, in which each equipment in the community computer room and its status are simulated;

[0071] [Step S4] The danger alarm presentation module obtains the danger information of the equipment in the computer room and inputs it into the simulation scene mathematical model, and uses the simulation scene mathematical model to display the danger information of the equipment in the computer room in the video simulating the set scene.

[0072] The present invention further discloses a storage medium having computer program instructions stored thereon, which, when executed by a processor, implements the following steps of the method of the present invention (eg Figure 1 shown):

[0073] [Step S1] The computer room equipment information sensing unit is connected to the setting computer room equipment of the community computer room, and senses the setting information of the setting computer room equipment;

[0074] [Step S2] The simulation scenario mathematical model construction module constructs a simulation scenario mathematical model; the input of the simulation scenario mathematical model includes the equipment type data of the computer room, the status data of each equipment in the computer room, and the dangerous information of the equipment in the computer room; the output of the simulation scenario mathematical model is a video of the simulation setting scene and the display of the dangerous information of the equipment in the computer room;

[0075] [Step S3] The simulation scene generation module obtains the type of equipment in the computer room and the status data of each equipment in the computer room, and inputs it into the simulation scene mathematical model, and uses the simulation scene mathematical model to generate a video simulating the set scene, in which each equipment in the community computer room and its status are simulated;

[0076] [Step S4] The danger alarm presentation module obtains the danger information of the equipment in the computer room and inputs it into the simulation scene mathematical model, and uses the simulation scene mathematical model to display the danger information of the equipment in the computer room in the video simulating the set scene.

[0077] In one usage scenario of the present invention, the signal data of the optical line in the corridor box, network traffic data, etc. are collected, and cleaned, labeled and feature extracted; AI model design and training: select a suitable AI model and use the training data to train the model; design the appearance, behavior and interaction model of the digital human; integrate natural language processing and machine learning algorithms to enable the digital human to process network data, respond to user requests and perform management tasks; create an API for the digital human to facilitate integration into the existing network management system; real-time monitoring and response are carried out to realize the processing and response of the digital human to real-time data.

[0078] This invention uses AI technology to intelligently identify the optical cables in corridor boxes, which not only raises the recognition accuracy to a new level, greatly reduces the errors and delays caused by manual recognition, but also significantly improves the automation level of network management, greatly reducing the workload of operation and maintenance personnel. In addition, by reducing unnecessary manual intervention and optimizing resource allocation, it effectively reduces operating costs, provides a solid technical guarantee for the continuous and stable operation and intelligent management of optical fiber networks, and further consolidates the competitiveness and service quality of optical cable operators in the rapidly changing market.

[0079] In summary, the community computer room intelligent maintenance system, method, electronic device and storage medium proposed in the present invention can improve the work efficiency of computer room maintenance and ensure the safety during maintenance. The present invention can significantly improve network management efficiency, reduce operating costs, enhance network security, improve customer satisfaction, and bring extensive economic and social benefits to society.

[0080] In one usage scenario of the present invention, when workers are operating the equipment, they can use the system to obtain the status of construction-related equipment, such as whether the power is turned off. In addition, the present invention can automatically generate a simulated scene video based on the built model, and can play it on-site through projection; this can enable construction personnel to pay more attention to prevention and avoid danger.

[0081] It should be noted that the present application can be implemented in software and / or a combination of software and hardware; for example, it can be implemented using an application-specific integrated circuit (ASIC), a general-purpose computer, or any other similar hardware device. In some embodiments, the software program of the present application can be executed by a processor to implement the above steps or functions. Similarly, the software program of the present application (including related data structures) can be stored in a computer-readable recording medium; for example, a RAM memory, a magnetic or optical drive or a floppy disk and the like. In addition, some steps or functions of the present application can be implemented in hardware; for example, as a circuit that cooperates with a processor to perform various steps or functions.

[0082] The technical features of the above-described embodiments may be arbitrarily combined. To make the description concise, not all possible combinations of the technical features in the above-described embodiments are described. However, as long as there is no contradiction in the combination of these technical features, they should be considered to be within the scope of this specification.

[0083] The description and application of the present invention here are illustrative, and it is not intended to limit the scope of the present invention to the above-mentioned embodiments. The effects or advantages involved in the embodiments may not be embodied in the embodiments due to interference from various factors, and the description of the effects or advantages is not used to limit the embodiments. The deformation and change of the embodiments disclosed here are possible, and the replacement of the embodiments and the various equivalent parts are well known to those of ordinary skill in the art. It should be clear to those skilled in the art that the present invention can be implemented in other forms, structures, arrangements, proportions, and with other components, materials and parts without departing from the spirit or essential features of the present invention. Other deformations and changes can be made to the embodiments disclosed here without departing from the scope and spirit of the present invention.

Claims

1. A community computer room intelligent maintenance system, characterized in that: The community computer room intelligent maintenance system comprises: a server, at least one terminal device and at least one computer room equipment information sensing unit, wherein the server is connected to each terminal device and each computer room equipment information sensing unit respectively; The terminal device is used to present the setting information and also to send the setting information to the server; The computer room equipment information sensing unit is connected to the setting computer room equipment of the community computer room to sense the setting information of the setting computer room equipment; The server comprises: A simulation scenario mathematical model construction module is used to construct a simulation scenario mathematical model; the input of the simulation scenario mathematical model includes the equipment type data of the computer room, the status data of each equipment in the computer room, and the dangerous information of the equipment in the computer room; the output of the simulation scenario mathematical model is a video of the simulation setting scene and the display of the dangerous information of the equipment in the computer room; A simulation scene generation module is used to obtain the type of equipment in the computer room and the status data of each equipment in the computer room, and input it into the simulation scene mathematical model, and use the simulation scene mathematical model to generate a video simulating the set scene, in which the various equipment in the community computer room and their status are simulated; The danger alarm presentation module is used to obtain the danger information of the equipment in the computer room and input it into the simulation scene mathematical model, and use the simulation scene mathematical model to display the danger information of the equipment in the computer room in the video simulating the set scene.

2. The community computer room intelligent maintenance system according to claim 1 is characterized by: The simulation scenario mathematical model construction module is also used to obtain historical data, preprocess the historical data, and then extract features from the preprocessed data, extract feature data that can characterize that the computer room equipment is in a dangerous state from the computer room equipment status data, and establish a correlation between the computer room equipment status and the computer room equipment being in a dangerous state.

3. The community computer room intelligent maintenance system according to claim 1 or 2, characterized in that: The computer room equipment information sensing unit includes a camera device, and the camera device is used to obtain image data and / or video data of the computer room equipment; the computer room equipment status data includes image data and / or video data of the computer room equipment; The server further includes an image recognition module, which is used to identify the status data of the equipment in the computer room through the image data and / or video data of the equipment in the computer room; The image recognition module identifies the equipment status data of the computer room by comparing the images of the equipment in the computer room in normal working state, in fault state, and in dangerous state stored in the database; Alternatively or in addition, the image recognition module is used to identify specific components of the computer room equipment, thereby identifying the position of each specific component, and determining the computer room equipment status data by setting the positional relationship between at least two specific components.

4. The community computer room intelligent maintenance system according to claim 3 is characterized by: The terminal device includes an AR device, and the AR device is used to obtain a simulated video for presentation from a server and display the simulated video; The server includes a fault auxiliary identification module, and the fault auxiliary identification module is used to assist in identifying faults of equipment in the computer room; The image recognition module is used to identify specific components of the computer room equipment, thereby identifying the position of each specific component, obtaining the position relationship between at least two specific components, and setting the position relationship rules between at least two specific components in combination with the computer room equipment in normal working state, faulty state, and dangerous state, to assist in identifying the fault type of the computer room equipment.

5. A maintenance method for the community computer room intelligent maintenance system according to any one of claims 1 to 4, characterized in that: The maintenance method comprises: The computer room equipment information sensing unit is connected to the setting computer room equipment of the community computer room, and senses the setting information of the setting computer room equipment; The simulation scenario mathematical model construction module constructs a simulation scenario mathematical model; the input of the simulation scenario mathematical model includes the equipment type data of the computer room, the status data of each equipment in the computer room, and the dangerous information of the equipment in the computer room; the output of the simulation scenario mathematical model is a video of the simulation setting scene and the display of the dangerous information of the equipment in the computer room; The simulation scene generation module obtains the equipment type and status data of each computer room equipment, and inputs them into the simulation scene mathematical model, and uses the simulation scene mathematical model to generate a video simulating the set scene, in which the various computer room equipment in the community computer room and their status are simulated; The danger alarm presentation module obtains the danger information of the equipment in the computer room and inputs it into the simulation scene mathematical model, and uses the simulation scene mathematical model to display the danger information of the equipment in the computer room in the video simulating the set scene.

6. The maintenance method according to claim 5, characterized in that: The simulation scenario mathematical model construction module is also used to obtain historical data, preprocess the historical data, extract features from the preprocessed data, extract feature data that can characterize that the computer room equipment is in a dangerous state from the computer room equipment status data, and establish a correlation between the computer room equipment status and the computer room equipment being in a dangerous state.

7. The maintenance method according to claim 5 or 6, characterized in that: The computer room equipment information sensing unit includes a camera device, and the camera device is used to obtain image data and / or video data of the computer room equipment; the computer room equipment status data includes image data and / or video data of the computer room equipment; The server further includes an image recognition module, which is used to identify the status data of the equipment in the computer room through the image data and / or video data of the equipment in the computer room; The image recognition module identifies the equipment status data of the computer room by comparing the images of the equipment in the computer room in normal working state, in fault state, and in dangerous state stored in the database; Alternatively or in addition, the image recognition module is used to identify specific components of the computer room equipment, thereby identifying the position of each specific component, and determining the computer room equipment status data by setting the positional relationship between at least two specific components.

8. The maintenance method according to claim 5, characterized in that: The terminal device includes an AR device, and the AR device is used to obtain a simulated video for presentation from a server and display the simulated video; the maintenance method includes: a fault auxiliary identification module assists in identifying a fault of a computer room device; The image recognition module identifies specific components of the computer room equipment, thereby identifying the position of each specific component, obtaining the positional relationship between at least two specific components, and setting the positional relationship rules between at least two specific components in combination with the computer room equipment in normal working state, faulty state, and dangerous state, to assist in identifying the fault type of the computer room equipment.

9. An electronic device comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, characterized in that: When the processor executes the computer program, the steps of the method according to any one of claims 5 to 8 are implemented.

10. A storage medium having computer program instructions stored thereon, characterized in that: When the computer program instructions are executed by a processor, the steps of the method according to any one of claims 5 to 8 are implemented.

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