Model-based intelligent comprehensive operation and maintenance management system for Internet of Things

Abstract

The invention discloses a model-based intelligent comprehensive operation and maintenance management system for the Internet of Things, and the system comprises an object module which is used for collecting various types of data, and obtaining the inspection features of a surrounding environment; the server is used for automatically exploring a similar rule for automatic inspection according to each control inspection feature through AI unsupervised algorithm training, and triggering inspection or setting timing automatic inspection according to moving environment information; the model platform module is used for integrating equipment construction record log information and operation and maintenance record storage; the system is also used for establishing a high-precision three-dimensional model conforming to the field and carrying out splitting, region division and viewing functions and a model roaming function on the high-precision three-dimensional model; and the local network client module is used for monitoring and controlling the objects in the object module. According to the invention, real-time automatic inspection, inspection information datamation statistical recording and on-site abnormal condition rapid positioning are realized, the working pressure is greatly reduced, and the maintenance cost is reduced.

Description

Technical Field

[0001] The present invention relates to the technical field of operation and maintenance management, and in particular to a model-based intelligent integrated operation and maintenance management system for the Internet of Things. Background Art

[0002] With the progress and development of society, more and more industries need operation and maintenance to ensure the efficient and stable operation of equipment. Operation and maintenance are essential in all industries and play a vital role. Therefore, various technologies used in operation and maintenance also need special attention. The quality of operation and maintenance directly affects the key to whether the equipment can operate stably, and the efficiency of operation and maintenance management is also a critical link.

[0003] Traditional operation and maintenance management is done manually, with regular and fixed-point inspections of the environment, equipment, and other conditions. This method takes a long time to inspect, and the information is not real-time enough. If an emergency occurs outside the inspection time, it cannot be discovered and handled in time. Currently, various detection and monitoring systems that assist operation and maintenance are also relatively scattered, with many business information subsystems and a lack of a unified management platform and means. It is difficult to perceive the health of business applications, and problems are discovered slowly and the root cause cannot be located quickly.

[0004] Therefore, a model-based intelligent integrated operation and maintenance management system for the Internet of Things is provided. Summary of the invention

[0005] The purpose of the present invention is to overcome the existing defects and provide a model-based Internet of Things intelligent comprehensive operation and maintenance management system, which can realize real-time automatic inspection, digitized statistical recording of inspection information, and rapid positioning of abnormal situations on site, solve the problems of long inspection time intervals, lack of real-time data, and manual recording and statistics in traditional operation and maintenance management, greatly reduce work pressure and reduce maintenance costs.

[0006] The technical solution to achieve the above purpose is:

[0007] A model-based intelligent integrated operation and maintenance management system for the Internet of Things, comprising:

[0008] The object module is used to collect data of multiple objects and obtain the inspection features of the objects;

[0009] The server is used to train AI unsupervised algorithms, discover similar patterns and automatically inspect based on the characteristics of each control inspection, and trigger inspections or set scheduled automatic inspections based on dynamic environment information;

[0010] The model platform module is used to integrate equipment construction record log information and operation and maintenance record storage; it is also used to establish a high-precision 3D model that conforms to the site, and to split, divide, view, and roam the high-precision 3D model;

[0011] The local network client module is used to monitor and control the objects in the object module.

[0012] Preferably, the objects in the object module include but are not limited to camera objects, inspection robots, temperature and humidity sensors, electromagnetic door locks, lighting switches, broken glass sensors, smoke sensors and water immersion sensors.

[0013] Preferably, the camera object, the inspection robot, the temperature and humidity sensor, the electromagnetic door lock, the lighting switch, the glass breakage sensor, the smoke sensor and the water immersion sensor are connected to the server via a local universal network control interface.

[0014] Preferably, the camera object, temperature and humidity sensors, smoke sensors and water immersion sensors are connected and controlled via an internal dedicated network cable, and the inspection robot, electromagnetic door lock, lighting switch and broken glass sensor are connected and controlled via an internal dedicated wireless network.

[0015] Preferably, the model platform module includes:

[0016] Equipment construction record log information unit, used to store and record the personnel and installation information of each construction;

[0017] The operation and maintenance record storage unit is used to store the problem records found in the operation and maintenance and associate them with the relevant model, and record the solution process;

[0018] Model display unit, used to split high-precision 3D models, intuitively understand the location of the model, model perspective and model search can quickly analyze the location of the model and the surrounding environment, and quickly customize the operation and maintenance plan;

[0019] Model area division unit, used to mark the progress area of ​​high-precision 3D models and assist in the formulation of planning schedule;

[0020] Model information ledger recording unit, used to associate the equipment ledger with the relevant equipment model. When viewing the equipment model, you can choose to view the corresponding ledger;

[0021] The model roaming unit is used to freely walk and explore in the virtual environment from a 3D perspective and interact with elements in the scene.

[0022] Preferably, the model platform module is developed based on Unreal Engine UE.

[0023] Preferably, the local network client module connects to the server through the model platform module to view and monitor the object module.

[0024] The beneficial effects of the present invention are as follows: the present invention uses the high-precision three-dimensional model of the model platform module as the visualization basis for the environment and object end. The model platform module integrates model display, construction record log storage, operation and maintenance inspection record, and Internet of Things control functions. The model display function can split, perspective, and search the model to quickly locate the model and the actual equipment environment. The progress nodes can be recorded in the model and the model responsibility area can be divided for easy inspection. The equipment ledger is stored and associated with the relevant model. When viewing the model, you can choose to view the corresponding ledger record. Roaming and external VR devices can better view the relevant models; the construction record log storage function establishes a construction record log storage, and the construction process and hidden projects leave traces. When the later operation and maintenance are needed, you can click on the corresponding model at any time to call it out for viewing, which is more convenient; the operation and maintenance inspection record function will be each time Operation and maintenance, inspection records are kept on the platform, and records of replacement and repair of equipment are left behind; the IoT control function accesses camera data to control and inspect inspection robots and other equipment, accesses dynamic environment information to set automatic warnings, and controls air conditioning, lights, door locks, etc. The entire model platform module integrates model and data monitoring, data recording, equipment control and other functions to greatly reduce the workload of operation and maintenance and reduce maintenance costs; local AI unsupervised algorithms discover similar patterns for automatic inspections; and trigger inspections or set scheduled automatic inspections based on dynamic environment information to achieve intelligent operation and maintenance management; real-time automatic inspections, digital statistical records of inspection information, and rapid location of on-site abnormal situations are achieved, solving the problems of long inspection time intervals, lack of real-time data, and manual record statistics in traditional operation and maintenance management, greatly reducing work pressure. BRIEF DESCRIPTION OF THE DRAWINGS

[0025] Figure 1 It is a module diagram of a model-based intelligent integrated operation and maintenance management system for the Internet of Things of the present invention;

[0026] Figure 2 It is a specific module diagram of the object module in the present invention;

[0027] Figure 3 It is a specific module diagram of the model platform module in the present invention. DETAILED DESCRIPTION

[0028] The technical solution of the present invention will be described clearly and completely below in conjunction with the accompanying drawings. In the description of the present invention, it should be noted that the terms "center", "up", "down", "left", "right", "vertical", "horizontal", "inside", "outside" and the like indicate directions or positional relationships based on the directions or positional relationships shown in the accompanying drawings, which are only for the convenience of describing the present invention and simplifying the description, and do not indicate or imply that the device or element referred to must have a specific direction, be constructed and operated in a specific direction, and therefore cannot be understood as a limitation on the present invention. In addition, the terms "first", "second", and "third" are used for descriptive purposes only and cannot be understood as indicating or implying relative importance.

[0029] The present invention will be further described below in conjunction with the accompanying drawings.

[0030] like Figure 1 As shown, a model-based IoT intelligent integrated operation and maintenance management system includes: an object module 1, a server 2, a model platform module 3 and a local network client module 4.

[0031] The object module 1 is used to collect data of multiple objects and obtain inspection features of the objects.

[0032] like Figure 2 As shown, the objects in the object module 1 include but are not limited to a camera object 11, an inspection robot 12, a temperature and humidity sensor 13, an electromagnetic door lock 14, a lighting switch 15, a broken glass sensor 16, a smoke sensor 17 and a water immersion sensor 18.

[0033] In the embodiment, the camera object 11 , the inspection robot 12 , the temperature and humidity sensor 13 , the electromagnetic door lock 14 , the lighting switch 15 , the glass breakage sensor 16 , the smoke sensor 17 and the water immersion sensor 18 are connected to the server 2 via the local universal network control interface 5 .

[0034] In the embodiment, the camera object 11, the temperature and humidity sensor 13, the smoke sensor 17 and the water immersion sensor 18 are connected and controlled via an internal dedicated network cable, and the inspection robot 12, the electromagnetic door lock 14, the lighting switch 15 and the broken glass sensor 16 are connected and controlled via an internal dedicated wireless network.

[0035] Server 2 is used to train the AI ​​unsupervised algorithm, discover similar patterns and conduct automatic inspections based on the characteristics of each control inspection, and trigger inspections or set scheduled automatic inspections based on dynamic environment information.

[0036] In the embodiment, the AI ​​unsupervised algorithm in the server 2 will learn and mine automatic inspections with similar rules based on the characteristics of the user-controlled inspections of the model platform module 3, and automatically control the equipment of the object module 1 to perform inspections after certain requirements in the object module 1 are met according to the settings.

[0037] The model platform module 3 is used to integrate equipment construction record log information and operation and maintenance record storage; it is also used to establish a high-precision three-dimensional model that conforms to the site, and to split, divide the area, view the high-precision three-dimensional model, and perform model roaming functions.

[0038] like Figure 3 As shown, the model platform module 3 includes: an equipment construction record log information unit 31, an operation and maintenance record storage unit 32, a model display unit 33, a model area division unit 34, a model information ledger record unit 35 and a model roaming unit 36. These functions will bring great convenience to operation and maintenance management and improve the speed and quality of operation and maintenance.

[0039] The equipment construction record log information unit 31 is used to store and record the personnel and installation information of each construction.

[0040] The operation and maintenance record storage unit 32 is used to store the problem records found in the operation and maintenance and associate them with the relevant model, and to record the solution process.

[0041] The model display unit 33 is used to split the high-precision three-dimensional model, intuitively understand the location of the model, and the model perspective and model search can quickly analyze the location of the model and the surrounding environment, and quickly customize the operation and maintenance plan.

[0042] The model area division unit 34 is used to mark the progress zones of the high-precision three-dimensional model, so that the remaining progress can be clearly seen, and to assist in the planning of the progress plan. The model area division is marked to individuals, and the construction quality or operation and maintenance responsibilities can be planned.

[0043] The model information ledger recording unit 35 is used to associate the equipment ledger with the relevant equipment model, so that when viewing the equipment model, the corresponding ledger can be selected for viewing.

[0044] The model roaming unit 36 ​​is used to freely walk and explore in the virtual environment from the character's 3D perspective and interact with elements in the scene.

[0045] In the embodiment, the model platform module 3 is developed according to the Unreal Engine UE. For example, an object module 1 with its own control background can be added to connect to the model platform module 3 through the VaRest plug-in in the Unreal Engine UE, and the background data of the object module 1 can be transmitted to the server 2 and then displayed through the model platform module 3.

[0046] The local network client module 4 is used to monitor and control the objects in the object module 1.

[0047] In the embodiment, the local network client module 4 connects to the server 2 through the model platform module 3 to view and monitor the object module 1 .

[0048] The present invention solves the problem that the data of object modules 1 are scattered and cannot be controlled in a linked manner by centrally monitoring the data collected by all object modules 1 through a network, and visually displaying and controlling the data through a server 2 using a refined three-dimensional model of a model platform module 3 as a carrier.

[0049] The above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit the same. Although the present invention has been described in detail with reference to the above embodiments, those skilled in the art should understand that the technical solutions described in the above embodiments may still be modified, or some or all of the technical features may be replaced by equivalents. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the scope of the technical solutions of the embodiments of the present invention.

Claims

1. A model-based intelligent integrated operation and maintenance management system for the Internet of Things, characterized in that: include: The object module (1) is used to collect various types of data and obtain inspection features of the surrounding environment; The server (2) is used to train an AI unsupervised algorithm, discover similar patterns and automatically inspect based on the characteristics of each control inspection, and trigger inspections or set scheduled automatic inspections based on dynamic environment information; The model platform module (3) is used to integrate equipment construction record log information and operation and maintenance record storage; it is also used to establish a high-precision three-dimensional model that conforms to the site, and to split, divide, view, and roam the high-precision three-dimensional model; The local network client module (4) is used to monitor and control the objects in the object module (1).

2. According to claim 1, a model-based intelligent integrated operation and maintenance management system for the Internet of Things is characterized by: The objects in the object module (1) include, but are not limited to, a camera object (11), an inspection robot (12), a temperature and humidity sensor (13), an electromagnetic door lock (14), a lighting switch (15), a glass breakage sensor (16), a smoke sensor (17) and a water immersion sensor (18).

3. The model-based IoT intelligent integrated operation and maintenance management system according to claim 1, characterized in that: The camera object (11), the inspection robot (12), the temperature and humidity sensor (13), the electromagnetic door lock (14), the lighting switch (15), the broken glass sensor (16), the smoke sensor (17) and the water immersion sensor (18) are connected to the server via a local universal network control interface.

4. The model-based intelligent integrated operation and maintenance management system for the Internet of Things according to claim 3 is characterized in that: The camera object (11), the temperature and humidity sensor (13), the smoke sensor (17) and the water immersion sensor (18) are connected and controlled via an internal dedicated network cable, and the inspection robot (12), the electromagnetic door lock (14), the lighting switch (15) and the broken glass sensor (16) are connected and controlled via an internal dedicated wireless network.

5. The model-based IoT intelligent integrated operation and maintenance management system according to claim 1, characterized in that: The model platform module (3) comprises: Equipment construction record log information unit (31), used to store and record the personnel and installation information of each construction; An operation and maintenance record storage unit (32) is used to store the problem records found during the operation and maintenance and associate them with the relevant model, so as to record and leave traces of the solution process; The model display unit (33) is used to split the high-precision three-dimensional model, intuitively understand the location of the model, and the model perspective and model search can quickly analyze the location of the model and the surrounding environment, and quickly customize the operation and maintenance plan; A model area division unit (34) is used to mark the high-precision three-dimensional model by progress area to assist in the formulation of the planning progress plan; A model information ledger recording unit (35) is used to associate the ledger of the equipment with the relevant equipment model, so that when viewing the equipment model, the corresponding ledger can be selected for viewing; The model roaming unit (36) is used to freely walk and explore in the virtual environment from the character's 3D perspective and interact with elements in the scene.

6. The model-based IoT intelligent integrated operation and maintenance management system according to claim 1, characterized in that: The model platform module (3) is developed based on Unreal Engine UE.

7. The model-based IoT intelligent integrated operation and maintenance management system according to claim 1, characterized in that: The local network client module (4) is connected to the server (2) through the model platform module (3) to view and monitor the object module (1).

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