CN116436791A - Industrial Internet scene construction method, system, equipment and storage medium - Google Patents

Industrial Internet scene construction method, system, equipment and storage medium Download PDF

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Publication number
CN116436791A
CN116436791A CN202310384745.1A CN202310384745A CN116436791A CN 116436791 A CN116436791 A CN 116436791A CN 202310384745 A CN202310384745 A CN 202310384745A CN 116436791 A CN116436791 A CN 116436791A
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scene
network
data
industrial internet
industrial
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路松峰
王子龙
沈东�
郭帅
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Shenzhen Ganwei Software Technology Co ltd
Huazhong University of Science and Technology
Shenzhen Huazhong University of Science and Technology Research Institute
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Shenzhen Ganwei Software Technology Co ltd
Huazhong University of Science and Technology
Shenzhen Huazhong University of Science and Technology Research Institute
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/12Discovery or management of network topologies
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/14Network analysis or design
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/12Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/30Computing systems specially adapted for manufacturing

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  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)

Abstract

The invention relates to the technical field of network security, and discloses an industrial Internet scene construction method, an industrial Internet scene construction system, industrial Internet scene construction equipment and a storage medium, wherein the industrial Internet scene construction method comprises the following steps: acquiring user demands and an initial network topology model, and constructing a target topology structure model according to the user demands and the initial network topology model; acquiring a production operation scene, and constructing a network simulation scene according to the production operation scene; connecting the target topological structure model with a network simulation scene to obtain a data path; and performing network deployment on the network simulation scene by utilizing the data path to obtain an industrial Internet scene. The efficiency and the safety of the scene construction technology can be improved through the network simulation scene construction, the topological structure model construction and the network deployment based on the virtual network mapping.

Description

Industrial Internet scene construction method, system, equipment and storage medium
Technical Field
The present invention relates to the field of network security technologies, and in particular, to a method, a system, an apparatus, and a storage medium for constructing an industrial internet scene.
Background
With the improvement of related network technologies and attack means, related industrial internet is often attacked by various types to cause economic loss, so research on related network security technologies has been paid attention to. In reality, a great amount of resources are consumed in building a network structure applied to specific industrial production, and in order to reduce the consumption of related personnel resources and meet specific requirements of technologies such as data on-off control, network topology verification and security risk assessment, network simulation technologies are generated. Network simulation techniques are key techniques for simulating a real network through a virtual network to predict the impact of network changes. According to the constructed network structure, the real-time monitoring of data can be realized, problems existing in the construction of the existing industrial Internet scene are found, and the possibly occurring crisis is pre-warned, so that the safe circulation of the data in each scene of related enterprises is ensured, and the aim of enterprise safe production is fulfilled. The existing industrial Internet scene construction method is characterized in that data circulation among multiple scenes is split, data sharing cannot be achieved, and therefore the working efficiency of scene construction is low; meanwhile, independent scene management can increase the risk of data leakage and reduce the safety of industrial Internet scenes. In summary, the existing scene construction technology has the problems of low efficiency and low safety.
Disclosure of Invention
The invention provides an industrial Internet scene construction method, an industrial Internet scene construction system, industrial Internet scene construction equipment and a storage medium, and aims to solve the problems of low efficiency and low safety of scene construction technology.
In order to achieve the above object, the present invention provides an industrial internet scene construction method, comprising: acquiring user demands and an initial network topology model, and constructing a target topology structure model according to the user demands and the initial network topology model; acquiring a production operation scene, and constructing a network simulation scene according to the production operation scene; connecting the target topological structure model with a network simulation scene to obtain a data path; and performing network deployment on the network simulation scene by utilizing the data path to obtain an industrial Internet scene.
The invention also provides an industrial Internet scene construction device, which comprises: the model construction module is used for acquiring user requirements and an initial network topology model and constructing a target topology structure model according to the user requirements and the initial network topology model; the simulation scene construction module is used for acquiring a production operation scene and constructing a network simulation scene according to the production operation scene; the data path generation module is used for connecting the target topological structure model and the network simulation scene to obtain a data path; the network deployment module is used for carrying out network deployment on the network simulation scene by utilizing the data path to obtain an industrial Internet scene.
The invention also provides a network building system, which comprises: the system comprises an information processing layer, an infrastructure layer and a scene construction layer, wherein the information processing layer is used for providing a network topology model frame for the scene construction layer; an infrastructure layer for providing a production operation scene to the scene construction layer; and the scene construction layer is used for obtaining the industrial Internet scene by utilizing the network topology model and the industrial Internet scene construction method executed by the production operation scene.
The invention also provides an electronic device, which comprises: at least one processor; and a memory communicatively coupled to the at least one processor; the memory stores a computer program executable by the at least one processor, and the computer program is executed by the at least one processor to enable the at least one processor to perform the industrial internet scene construction method.
The present invention also provides a computer readable storage medium having stored therein at least one computer program that is executed by a processor in an electronic device to implement the industrial internet scene building method described above.
Compared with the prior art, the invention has the beneficial effects that: the target topological structure model is built according to the user requirements and the initial network topological model, so that industrial data can be conveniently transmitted and analyzed, and the scene construction efficiency is improved; the network simulation scene is constructed according to the production operation scene, and the industrial Internet scene is simulated, so that simulation reproduction of the network environment in large-scale industry is realized, the time for constructing the test environment for different scene demands of a user is reduced, and the scene construction efficiency is improved; the data paths are obtained by connecting the target topological structure model and the network simulation scene, and the mapping relation between the data paths can be established, so that unified management of the industrial Internet scene and related network equipment is realized; the network deployment is carried out on the network simulation scene by utilizing the data path, so that the network safety is ensured, and the safety of the data circulation of the industrial Internet scene is improved. Therefore, the method, the system, the equipment and the storage medium for constructing the industrial Internet scene can improve the efficiency and the safety of the scene construction technology.
Drawings
FIG. 1 is a schematic diagram of an industrial Internet scene building system according to an embodiment of the present invention;
FIG. 2 is a schematic flow chart of an industrial Internet scene construction method according to an embodiment of the invention;
FIG. 3 is a schematic diagram of a network simulation scene construction method based on an industrial Internet scene construction method according to an embodiment of the present invention;
FIG. 4 is a functional block diagram of an industrial Internet scene building device according to an embodiment of the present invention;
fig. 5 is a schematic structural diagram of an electronic device for implementing an industrial internet scene construction method according to an embodiment of the present invention.
The achievement of the objects, functional features and advantages of the present invention will be further described with reference to the accompanying drawings, in conjunction with the embodiments.
Detailed Description
It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the invention.
In order to solve the problems that in the existing scene construction technology, data sharing cannot be achieved due to the fact that data circulation among multiple scenes is split, and efficiency is low, and the independent scene management increases the risk of data leakage, so that the safety of industrial Internet scenes is reduced, the embodiment of the invention provides an industrial Internet scene construction method based on virtual network mapping, and the efficiency and safety of industrial Internet scene construction are improved.
Referring to fig. 1, a schematic structural diagram of an industrial internet scene building system according to an embodiment of the present application is shown. In this embodiment, the industrial internet scene building system includes an information processing layer, an infrastructure layer, and a scene building layer, wherein: the information processing layer is used for providing a network topology model framework for the scene construction layer; an infrastructure layer for providing a production operation scene to the scene construction layer; the scene construction layer is used for utilizing the network topology model and producing operation scenes.
Referring to fig. 2, a flow chart of an industrial internet scene construction method according to an embodiment of the present application is shown. In this embodiment, the industrial internet scene construction method includes:
s1, acquiring user requirements and an initial network topology model, and constructing a target topology structure model according to the user requirements and the initial network topology model.
In one embodiment, the user requirements are preconditions for the construction of industrial internet scenes, including the production structure of the industrial internet scenes and the industrial data circulation mode; the production structure comprises a department structure, a light and heavy industrial structure and a mining-raw material-manufacturing industrial structure, and the data circulation mode refers to a transmission mode among industrial data. For example, the order of industrial data transmission may be classified into parallel transmission and serial transmission, the synchronous transmission and asynchronous transmission according to the synchronous manner of industrial data transmission, and the simplex, half duplex and full duplex data transmission according to the flow direction and time relationship of industrial data transmission.
In one embodiment, the initial network topology model refers to a virtual arrangement layout for connecting various computing devices using a communication medium, comprising the following components: network node devices and communication media; the topology is an abstract representation method which does not consider physical properties such as the size, the shape and the like of objects, but only uses points or lines to describe the actual positions and the relations of a plurality of objects, if the connection structures of two industrial Internet are the same, two network topology models are the same, although the connection lines and the distances among nodes in the two network topology models are different; the types of the initial network topology model include a bus type network topology, a star type network topology, a ring type network topology, a tree type network topology, a mesh type network topology and a hybrid network topology.
In one embodiment, constructing a target topology model from user requirements and an initial network topology model includes: industrial data are acquired, and visual processing is carried out on the industrial data to obtain standard industrial data; generating a network topology model according to the user requirements and the initial network topology model; and adding the standard industrial data into the network topology model to obtain a target topology model.
In one embodiment, the visualization process is to convert structural or non-structural data in the industrial data into a visualization chart, so that key information hidden in the industrial data is directly displayed, and the objectivity of the industrial data is improved; the visualization process may utilize a data visualization library of Python (data analysis). For example, performing operations such as data reading, data cleaning and data selection on industrial data by using pandas (data analysis package), and displaying the operated data by using matlportlib (drawing library); the network topology model selects a proper model structure according to the requirements of users, for example, for an industrial network with a larger scale, a network topology model with a double-plane architecture can be adopted, and for a medium-sized and small-sized network, a network topology model with a star-shaped structure can be adopted, so that the management and the control are convenient.
Further, the construction of the network topology model can provide reliable input information for the construction of the model by collecting information of communication nodes, communication links, data paths and the like. The communication node is network equipment in the network, and comprises common network equipment such as a switch, a router, a firewall, a gateway and the like, and processing equipment in different industries in the industrial Internet; the communication link and the related network equipment are communicated with each other by data, the protocol set between the communication link and the related network equipment is required to be satisfied, and the data is transmitted by adopting a proper communication material; the data path is the sum of all nodes and links from the information transmitting end to the receiving end, and different data links are combined to form the topological structure of the network.
In one embodiment, the visualization of industrial data to obtain standard industrial data includes: preprocessing industrial data to obtain processed data; and performing visual mapping on the processed data to obtain standard industrial data.
In one embodiment, preprocessing is the handling of data quality problems for industrial data, including: industrial data collection errors, the existence of outliers or repeated values in industrial data, obvious unreasonable data, such as missing data objects or other erroneous data objects in industrial data, obvious unreasonable industrial data or contradiction between multiple attribute values; the pretreatment can adopt a data segmentation method to horizontally segment industrial data, store the segmented data into a preset industrial internet database for segment storage, and respectively establish indexes for the data in each segment, so that the data search can be facilitated, and the processing efficiency of the industrial data is improved.
In one embodiment, the visualization mapping is a process of mapping processed data information into visualization elements, including three basic elements: visualization space, graphical elements, and graphical attributes; in particular, a visual space can be created by using the data analysis platform software, graphic elements such as thermodynamic diagrams, tree diagrams and the like are arranged in the created space, and finally the processed data is represented by the attributes of the graphic elements, for example, colors can be used to distinguish different types of industrial data.
S2, acquiring a production operation scene, and constructing a network simulation scene according to the production operation scene.
In one embodiment, a production operation scenario may contain 5 industries, including iron and steel smelting, nonferrous metals, chemical industry, electronics manufacturing, and equipment manufacturing.
In the embodiment of the invention, a network simulation scene is constructed according to a production operation scene, which comprises the following steps: planning network equipment according to a production operation scene to obtain a planning scheme; establishing network connection in network equipment to obtain a communication line; and generating a network simulation scene according to the planning scheme and the communication line.
In one embodiment, the network device is an infrastructure of an industrial network simulation scene, and comprises a switch, a router, a firewall, a gateway and processing devices existing in different industries in the industrial internet, wherein the network device mainly has the functions of ensuring the safe circulation of industrial data and supporting an information visualization technology and a virtual network mapping technology; the communication line is connected with related network equipment, and needs to meet a protocol set between the network equipment and adopts a proper communication material to transmit data; the communication materials are divided into optical media and dielectrics, wherein the optical media comprise optical fibers, dielectrics comprise network wires, telephone wires, radio waves and the like; the protocol between network devices is a rule established by data exchange in the industrial internet network, and specifically includes five parts, namely a communication environment, a transmission service, a vocabulary, an encoding format of information, time sequence, rule and process, for example, TCP/IP (packet switching protocol) can divide data information into a plurality of packets for transmission between network devices, and after the packets reach another device through one device, the packets are recombined into the original data information, so that the security of data information transmission is improved.
In one embodiment, planning network equipment according to a production operation scene to obtain a planning scheme includes: carrying out project analysis on the production operation scene to obtain an analysis result; designing a network equipment type selection scheme according to the analysis result; and testing the network equipment type selection scheme, and obtaining a planning scheme according to a test result.
In one embodiment, the project analysis is to analyze the requirements and the current situation of the production operation scene, for example, service projects required by users in the electronic manufacturing enterprises, the existing physical equipment conditions of the enterprises, the types and the quantity of equipment required to be configured, and the like, and obtain analysis results by combining the above conditions; the network equipment type selection scheme is to combine various hardware equipment such as transmission media, hubs, routers, servers, network cards, matched equipment and the like which are selected by the design function requirements of production operation scenes, and the network equipment type selection comprehensively considers the elements such as advanced rationality, expansibility, manageability and the like of the network, so that the network equipment has advancement, expandability and technical maturity; the test is to perform effect comparison on equipment deployment in the network equipment type selection scheme, and statistical test can be performed by using a test instrument, and an optimal planning scheme is selected according to bit/s, pps and other parameter values in the obtained product catalogue.
And S3, connecting the target topological structure model and the network simulation scene to obtain a data path.
In one embodiment, connecting the target topology model and the network simulation scene to obtain a data path includes: acquiring host information of network equipment in a network simulation scene, and distributing the host information to nodes of a corresponding target topological structure model; and connecting the node with the network equipment for distributing host information to obtain a data path.
In one embodiment, the host information is address information of the network device, for example, mac address (physical address of network card), the address information can be used to confirm the IP address of the network device, and meanwhile, the network device can be marked to ensure normal on-off of the data link, so that the line can meet the requirements of topology architecture and data transmission at the same time; the data path is the sum of the links from the network device to the nodes.
Furthermore, the network simulation scene can establish a component mapping relation through an input information system, so that the consistency of the model components and related configuration requirements is realized, unified management of the model components can be realized, and the accuracy of the model is improved.
And S4, performing network deployment on the network simulation scene by utilizing the data path to obtain an industrial Internet scene.
In one embodiment, network deployment is performed on a network simulation scene by using a data path to obtain an industrial internet scene, including: setting parameters of the data path to obtain deployment parameters; and carrying out data monitoring on the network simulation scene according to the deployment parameters to obtain an industrial Internet scene.
In one embodiment, the parameter setting is to add relevant characteristic limitations existing in the industrial internet in reality in the data path, such as network speed setting or flow setting in data transmission, so that the obtained industrial internet scene can more accurately reflect the network under the real situation; the data monitoring is to perform real-time early warning on the constructed industrial Internet scene according to the numerical value condition reflected by the parameters, for example, if the network speed parameter is set to be not lower than 500Mbps, when the network speed parameter of the network equipment in the network simulation scene is lower than 500Mbps, the problem of a data path connected with the network equipment can be monitored and early warning display is performed in the network equipment, so that the data safety circulation of enterprises is timely ensured.
In one embodiment, as shown in fig. 3, a schematic diagram of a network simulation scene based on the method for constructing an industrial internet scene according to this embodiment may be divided into three different mapping scenes for the industrial internet scene: a cross-domain network mapping scenario, a cross-subject cross-region network mapping scenario, a multi-subject flow network mapping scenario; the mapping scene is obtained according to a preset scene arrangement engine, the scene arrangement engine can allocate hardware and software components according to requirements, so that an industrial Internet scene is constructed, and the network topology is formed by the components in the environment by utilizing an industrial Internet virtual mapping technology and is converted into a dynamic network environment.
According to the method, the target topological structure model is constructed according to the user requirements and the initial network topological model, so that industrial data can be conveniently transmitted and analyzed, and the scene construction efficiency is improved; the network simulation scene is constructed according to the production operation scene, and the industrial Internet scene is simulated, so that simulation reproduction of the network environment in large-scale industry is realized, the time for constructing the test environment for different scene demands of a user is reduced, and the scene construction efficiency is improved; the data paths are obtained by connecting the target topological structure model and the network simulation scene, and the mapping relation between the data paths can be established, so that unified management of the industrial Internet scene and related network equipment is realized; the network deployment is carried out on the network simulation scene by utilizing the data path, so that the network safety is ensured, and the safety of the data circulation of the industrial Internet scene is improved. Therefore, the industrial Internet scene construction method provided by the invention can improve the efficiency and the safety of the scene construction technology.
Fig. 4 is a functional block diagram of an industrial internet scene building apparatus according to an embodiment of the present invention.
The industrial internet scene construction apparatus 100 of the present invention may be installed in an electronic device. Depending on the functionality implemented, the industrial Internet scenario construction apparatus 100 may include a model construction module 101, a simulation scenario construction module 102, a data path generation module 103, and a network deployment module 104. The module of the invention, which may also be referred to as a unit, refers to a series of computer program segments, which are stored in the memory of the electronic device, capable of being executed by the processor of the electronic device and of performing a fixed function.
In the present embodiment, the functions concerning the respective modules/units are as follows:
the model construction module 101 is configured to obtain a user requirement and an initial network topology model, and construct a target topology model according to the user requirement and the initial network topology model; the simulation scene construction module 102 is configured to obtain a production operation scene, and construct a network simulation scene according to the production operation scene; the data path generation module 103 is used for connecting the target topological structure model and the network simulation scene to obtain a data path; the network deployment module 104 is configured to perform network deployment on the network simulation scene by using the data path, so as to obtain an industrial internet scene.
In detail, each module in the industrial internet scene construction device 100 in the embodiment of the present invention adopts the same technical means as the industrial internet scene construction method in the drawings when in use, and can produce the same technical effects, which are not described herein again. Fig. 5 is a schematic structural diagram of an electronic device for implementing an industrial internet scene construction method according to an embodiment of the present invention.
The electronic device 1 may comprise a processor 10, a memory 11, a communication bus 12 and a communication interface 13, and may further comprise a computer program stored in the memory 11 and executable on the processor 10, such as an industrial internet scene building program.
The processor 10 may be formed by an integrated circuit in some embodiments, for example, a single packaged integrated circuit, or may be formed by a plurality of integrated circuits packaged with the same function or different functions, including one or more central processing units (Central Processing Unit, CPU), a microprocessor, a digital processing chip, a combination of a graphics processor and various control chips, etc. The processor 10 is a Control Unit (Control Unit) of the electronic device, connects various components of the entire electronic device using various interfaces and lines, and executes various functions of the electronic device and processes data by running or executing programs or modules stored in the memory 11 (for example, executing an industrial internet scene building program or the like), and calling data stored in the memory 11.
The memory 11 includes at least one type of readable storage medium including flash memory, a removable hard disk, a multimedia card, a card type memory (e.g., SD or DX memory, etc.), a magnetic memory, a magnetic disk, an optical disk, etc. The memory 11 may in some embodiments be an internal storage unit of the electronic device, such as a mobile hard disk of the electronic device. The memory 11 may in other embodiments also be an external storage device of the electronic device, such as a plug-in mobile hard disk, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash Card (Flash Card) or the like, which are provided on the electronic device. Further, the memory 11 may also include both an internal storage unit and an external storage device of the electronic device. The memory 11 may be used not only for storing application software installed in an electronic device and various types of data, such as codes of industrial internet scene building programs, etc., but also for temporarily storing data that has been output or is to be output.
The communication bus 12 may be a peripheral component interconnect standard (Peripheral Component Interconnect, PCI) bus, or an extended industry standard architecture (Extended Industry Standard Architecture, EISA) bus, among others. The bus may be classified as an address bus, a data bus, a control bus, etc. The bus is arranged to enable a connection communication between the memory 11 and the at least one processor 10 etc.
The communication interface 13 is used for communication between the above-described electronic device and other devices, including a network interface and a user interface. Optionally, the network interface may include a wired interface and/or a wireless interface (e.g., WI-FI interface, bluetooth interface, etc.), typically used to establish a communication connection between the electronic device and other electronic devices. The user interface may be a Display (Display), an input unit such as a Keyboard (Keyboard), or alternatively a standard wired interface, a wireless interface. Alternatively, in some embodiments, the display may be an LED display, a liquid crystal display, a touch-sensitive liquid crystal display, an OLED (Organic Light-Emitting Diode) touch, or the like. The display may also be referred to as a display screen or display unit, as appropriate, for displaying information processed in the electronic device and for displaying a visual user interface.
Fig. 5 shows only an electronic device with components, and it will be understood by those skilled in the art that the structure shown in fig. 5 does not constitute a limitation of the electronic device 1, and may include fewer or more components than shown, or may combine certain components, or may be arranged in different components.
For example, although not shown, the electronic device may further include a power source (such as a battery) for powering the respective components, and the power source may be logically connected to the at least one processor 10 through a power management device, so as to perform functions of charge management, discharge management, and power consumption management through the power management device. The power supply may also include one or more of any of a direct current or alternating current power supply, recharging device, power failure detection circuit, power converter or inverter, power status indicator, etc. The electronic device may also include various sensors, bluetooth modules, wi-Fi modules, etc., which are not described in detail herein.
It should be understood that the examples are for illustrative purposes only and are not limited to this configuration in the scope of the patent application.
The invention also provides a computer readable storage medium, wherein the computer readable storage medium stores a computer program which can realize the face recognition method based on the infrared speckle images of any embodiment when being executed by a processor. The computer-readable storage medium may be volatile or nonvolatile. For example, the computer readable medium may include: any entity or device capable of carrying computer program code, a recording medium, a U disk, a removable hard disk, a magnetic disk, an optical disk, a computer Memory, a Read-Only Memory (ROM). In the several embodiments provided in the present invention, it should be understood that the disclosed apparatus, device and method may be implemented in other manners. For example, the above-described apparatus embodiments are merely illustrative, and for example, the division of modules is merely a logical function division, and other manners of division may be implemented in practice.
The modules illustrated as separate components may or may not be physically separate, and components shown as modules may or may not be physical units, may be located in one place, or may be distributed over multiple network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment.
In addition, each functional module in the embodiments of the present invention may be integrated in one processing unit, or each unit may exist alone physically, or two or more units may be integrated in one unit. The integrated units can be realized in a form of hardware or a form of hardware and a form of software functional modules.
It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the spirit or essential characteristics thereof.
The present embodiments are, therefore, to be considered in all respects as illustrative and not restrictive, the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any reference signs in the claims shall not be construed as limiting the claim concerned.
The embodiment of the application can acquire and process the related data based on the artificial intelligence technology. Among these, artificial intelligence (Artificial Intelligence, AI) is the theory, method, technique and application system that uses a digital computer or a digital computer-controlled machine to simulate, extend and extend human intelligence, sense the environment, acquire knowledge and use knowledge to obtain optimal results.
Furthermore, it is evident that the word "comprising" does not exclude other elements or steps, and that the singular does not exclude a plurality. A plurality of units or means recited in the system claims can also be implemented by means of software or hardware by means of one unit or means. The terms first, second, etc. are used to denote a name, but not any particular order.
Finally, it should be noted that the above-mentioned embodiments are merely for illustrating the technical solution of the present invention and not for limiting the same, and although the present invention has been described in detail with reference to the preferred embodiments, it should be understood by those skilled in the art that modifications and equivalents may be made to the technical solution of the present invention without departing from the spirit and scope of the technical solution of the present invention.

Claims (10)

1. An industrial internet scene construction method, comprising:
acquiring user requirements and an initial network topology model, and constructing a target topology structure model according to the user requirements and the initial network topology model;
acquiring a production operation scene, and constructing a network simulation scene according to the production operation scene;
connecting the target topological structure model with the network simulation scene to obtain a data path;
and performing network deployment on the network simulation scene by using the data path to obtain an industrial Internet scene.
2. The industrial internet scene construction method according to claim 1, wherein constructing a target topology model from the user demand and the initial network topology model comprises:
obtaining industrial data, and performing visual processing on the industrial data to obtain standard industrial data;
generating a network topology model according to the user demand and the initial network topology model;
and adding the standard industrial data into the network topology model to obtain the target topology model.
3. The method for constructing an industrial internet scene according to claim 2, wherein the step of performing the visualization processing on the industrial data to obtain standard industrial data comprises:
preprocessing the industrial data to obtain processed data;
and performing visual mapping on the processed data to obtain standard industrial data.
4. The industrial internet scene construction method according to claim 1, wherein the constructing a network simulation scene from the production operation scene comprises:
planning network equipment according to the production operation scene to obtain a planning scheme;
establishing network connection in the network equipment to obtain a communication line;
and generating a network simulation scene according to the planning scheme and the communication line.
5. The industrial internet scenario construction method according to claim 4, wherein planning network equipment according to the production operation scenario to obtain a planning scheme comprises:
performing project analysis on the production operation scene to obtain an analysis result;
designing a network equipment type selection scheme according to the analysis result;
and testing the network equipment type selection scheme, and obtaining a planning scheme according to a test result.
6. The method for constructing an industrial internet scene according to claim 1, wherein said connecting said target topology model and said network simulation scene to obtain a data path comprises:
acquiring host information of network equipment in the network simulation scene, and distributing the host information to nodes of the corresponding target topological structure model;
and connecting the node with network equipment for distributing host information to obtain a data path.
7. The method for constructing an industrial internet scene according to any one of claims 1 to 6, wherein the network deployment of the network simulation scene by using the data path, to obtain an industrial internet scene, comprises:
setting parameters of the data path to obtain deployment parameters;
and carrying out data monitoring on the network simulation scene according to the deployment parameters to obtain an industrial Internet scene.
8. A network construction system, comprising an information processing layer, an infrastructure layer, and a scene construction layer, wherein:
the information processing layer is used for providing a network topology model framework for the scene construction layer;
the infrastructure layer is used for providing a production operation scene for the scene construction layer;
the scene construction layer is configured to execute the industrial internet scene construction method according to any one of claims 1 to 7 by using the network topology model and the production operation scene to obtain an industrial internet scene.
9. An electronic device, the electronic device comprising:
at least one processor; the method comprises the steps of,
a memory communicatively coupled to the at least one processor; wherein,,
the memory stores a computer program executable by the at least one processor to enable the at least one processor to perform the industrial internet scene construction method according to any one of claims 1 to 7.
10. A computer-readable storage medium storing a computer program, wherein the computer program, when executed by a processor, implements the industrial internet scene construction method according to any one of claims 1 to 7.
CN202310384745.1A 2023-04-11 2023-04-11 Industrial Internet scene construction method, system, equipment and storage medium Pending CN116436791A (en)

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117440554A (en) * 2023-12-20 2024-01-23 深圳市正远科技有限公司 Scene modeling method and system for realizing LED light source based on digitization
CN118075135A (en) * 2024-04-18 2024-05-24 清华大学 Construction method, device and medium of photoelectric hybrid data center network

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117440554A (en) * 2023-12-20 2024-01-23 深圳市正远科技有限公司 Scene modeling method and system for realizing LED light source based on digitization
CN117440554B (en) * 2023-12-20 2024-04-02 深圳市正远科技有限公司 Scene modeling method and system for realizing LED light source based on digitization
CN118075135A (en) * 2024-04-18 2024-05-24 清华大学 Construction method, device and medium of photoelectric hybrid data center network

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