TWI785723B - Data management method of industrial networks, electronic device, and storage medium - Google Patents

Abstract

A data management method of industrial internet is provided. The method includes determining an application architecture in an industrial internet architecture according to tenant’s application; after the application architecture is deployed, establishing a communication connection between an electronic device and each device in the application architecture, and receiving location information and configuration information of the device; according to the location information and the configuration information, downloading and installing a collection script to the device, and setting a label of each device; collecting monitoring content and log content of the device through the collection script; associating the monitoring content and log content of the device in the collected application architecture with the label to form an application data model; combining the data models of multiple applications to form the data model of the industrial internet architecture, so as to manage the data of the industrial internet architecture. An electronic device and a storage medium are also provided.

Description

Data management method, electronic device and storage medium of industrial internet

The present application relates to the technical field of Industrial Internet, and in particular to a data management method, electronic device and storage medium of Industrial Internet.

Nowadays, with the rapid development of industrial production technology, there are more and more types of industrial production equipment, with more and more intelligent functions, and more and more production materials are produced accordingly. Therefore, it is necessary to carry out operation and maintenance management on the data generated by industrial equipment. The traditional operation and maintenance management method is based on a single user, a single terminal and a server, lacks a global operation and maintenance management method, and responds to emergencies slower. Slow, thereby affecting the production efficiency of the factory.

In view of this, it is necessary to provide a data management method, electronic device, and storage medium for the Industrial Internet, by associating application-related data with tags to form a data model of the Industrial Internet, so as to perform global industrial data management.

The present application provides a data management method for the Industrial Internet, including: determining the corresponding application architecture in the Industrial Internet architecture according to the application of the tenant, wherein the application architecture includes a gateway, an edge server, and a cloud platform resource associated with the application; After the deployment of the application framework is completed, establish a communication connection between the electronic device and each device in the application framework, and receive the location information and configuration information of the equipment; download the acquisition script according to the location information and configuration information Install to the device, and set the label of each device; collect the monitoring content and log content of the device through the collection script; combine the collected monitoring content and log content of the device in the application architecture with the collected The tags are associated to form the data model of the application; the data models of multiple applications in the industrial Internet architecture are combined to form the data model of the industrial Internet architecture, so as to manage the data of the industrial Internet architecture.

Optionally, the gateway communicates with the sensor device of the tenant's industrial equipment and the edge server, and is used to transmit field data detected by the sensor device and device control fed back by the edge server information, the edge server is used for computing and analyzing the on-site data, and uploading the analysis results to the cloud platform, and the cloud platform is used for storing and sharing the on-site data, equipment control information and analysis results.

Optionally, the cloud platform is also used to provide the application with a virtual machine, a virtual layer and a resource layer, intermediary software and software services.

Optionally, the tags of the cloud platform include tenant names, project names, resource types, and alarm levels, and the tags of the gateway and edge servers include tenant names, project names, device types, and location information.

Optionally, associating the collected monitoring content and log content of the device in the application framework with the tag to form the data model of the application includes: associating the monitoring content associated with the tag and log content is stored in the memory of the electronic device to form a data model of the application.

Optionally, managing the data of the industrial Internet architecture includes: Receive the query information input by the user, perform data query in the data model of the industrial Internet architecture according to the query information, and obtain the data associated with the query information; and obtain the data associated with the query information displayed on the display screen of the electronic device.

Optionally, the managing the data of the industrial Internet architecture further includes: when any application in the plurality of applications generates an exception, querying the data model of the industrial Internet architecture for the abnormal The data model of the application; analyzing the queried data in the data model to locate the device or cloud platform resource that causes the abnormality of the application; displaying the device or cloud platform resource that causes the abnormality of the application on the display screen.

Optionally, the collection script includes a monitoring terminal and a monitored terminal, and downloading and installing the collection script to the device according to the location information and configuration information includes: installing the monitoring terminal of the collection script on the electronic device; sending the monitored end of the collection script to the device according to the location information and configuration information, and controlling the device to install the monitored end.

The present application also provides an electronic device, including: a processor; and a memory, wherein a plurality of program modules are stored in the memory, and the plurality of program modules are loaded by the processor and execute the above-mentioned Industrial Internet data management methods.

The present application also provides a computer-readable storage medium, on which at least one computer instruction is stored, and the instruction is loaded by a processor to execute the above-mentioned industrial Internet data management method.

The data management method, electronic device, and storage medium of the above-mentioned industrial Internet can form a data model of the industrial Internet by associating application-related data with tags, so as to perform global industrial data management, and can respond quickly to emergencies, effectively improving Factory productivity.

1: Electronic device

10: Processor

20: Memory

30: Computer program

40: display screen

2: Industrial equipment

201: Sensing equipment

3: Gateway

4: Edge server

5: Cloud platform

501: Infrastructure services

502: container management platform

503: Platform service

504: Software service

S201-S206: Steps

Fig. 1 is a schematic diagram of an application environment architecture of an industrial Internet data management method provided by a preferred embodiment of the present application.

Fig. 2 is a flow chart of a data management method for the Industrial Internet provided by a preferred embodiment of the present application.

Fig. 3 is a schematic diagram of the architecture of the industrial Internet provided by a preferred embodiment of the present application.

Fig. 4 is a schematic structural diagram of an electronic device provided in a preferred embodiment of the present application.

In order to more clearly understand the above objects, features and advantages of the present application, the present application will be described in detail below in conjunction with the accompanying drawings and specific embodiments. It should be noted that, in the case of no conflict, the embodiments of the present application and the features in the embodiments can be combined with each other.

A lot of specific details are set forth in the following description to facilitate a full understanding of the application, and the described embodiments are only a part of the embodiments of the application, rather than all the embodiments. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the technical field to which this application belongs. The terms used herein in the specification of the application are only for the purpose of describing specific embodiments, and are not intended to limit the application.

Please refer to FIG. 1 , which is a schematic diagram of an application environment architecture of an industrial Internet data management method provided by a preferred embodiment of the present application.

The data management method of the industrial Internet in this application is applied in the electronic device 1, and the electronic device 1 establishes a communication connection with multiple gateways 3, multiple edge servers 4 and cloud platform 5 through the network. The gateway 3 establishes a communication connection with the tenant's industrial equipment 2 through the network. The network may be a wired network, such as an industrial bus, or a wireless network, such as radio, wireless fidelity (Wireless Fidelity, WIFI), cellular, satellite, broadcast, and the like. The cellular network can be a 4G network or a 5G network.

The electronic device 1 may be an electronic device installed with a data management program, such as a personal computer, a server, etc., wherein the server may be a single server, a cluster of servers, or the like.

The gateway 3 is an industrial gateway, supports the PLC protocol, and has functions such as protocol analysis, data acquisition, and data transmission. The edge server 4 can be a single server, a server cluster, etc., for providing edge computing services. The cloud platform 5 can be a single server, a server cluster, or a cloud server.

Please refer to FIG. 2 , which is a flow chart of a data management method for the Industrial Internet provided by a preferred embodiment of the present application. According to different requirements, the order of the steps in the flowchart can be changed, and some steps can be omitted.

S201. Determine the application architecture in the industrial Internet architecture according to the tenant's application.

In one embodiment, the tenant is a manufacturer using the industrial Internet architecture. The application is a function realized by the tenant based on the industrial Internet structure. For example, the application may be a logistics management application, a product quality monitoring application, an equipment management application, and the like.

Please refer to FIG. 3 , in an embodiment, the industrial Internet architecture includes a gateway 3 , an edge server 4 and a cloud platform 5 . The gateway 3 communicates with the sensor device 201 of the tenant's industrial device 2 and the edge server 4, and is used to transmit the on-site data detected by the sensor device 201 to the edge server 4, and transmit the equipment control information fed back by the edge server 4 to the work Industrial equipment 2. Wherein, the on-site information may include the temperature, humidity, current, voltage, images of produced products, etc. of the industrial equipment 2 . The edge server 4 is used for computing and analyzing the on-site data, obtaining analysis results and equipment control information, and uploading the on-site data, analysis results and equipment control information to the cloud platform 5 . The cloud platform 5 is used to store and share the field data, equipment control information and analysis results.

In one embodiment, the application architecture corresponding to the application includes a gateway 3 associated with the application, an edge server 4 and cloud platform resources, for realizing the functions of the application. In one embodiment, the cloud platform 5 includes an infrastructure service 501 , a container management platform 502 , a platform service 503 and a software service 504 . The infrastructure service 501 is used to provide multiple virtual machines. The container management platform 502 is a kubernetes platform, which is used to provide a virtual layer and a resource layer for the application, and allocate hardware resources of the virtual machine. The platform service 503 is used to provide a plurality of intermediary software, and optionally, the intermediary software is a database. The software service 504 is used to provide the software service corresponding to the application via the network. For example, the software service 504 may be an application program installed on the user terminal, through which the relevant data of the application can be viewed. The cloud platform resources in the application architecture corresponding to the application include the virtual machine in the cloud platform 5 for realizing the application function, the virtual layer and resource layer of the container management platform 502 and the database.

S202. After the deployment of the application framework is completed, establish a communication connection between the electronic device 1 and each device in the application framework, and receive location information and configuration information of the equipment.

In one embodiment, after the application architecture is determined, the application architecture can be manually deployed in the industrial Internet architecture. After the deployment of the application framework is completed, a communication connection between the electronic device 1 and the industrial Internet framework is established, and the location information and configuration information sent by the gateway 3 , the edge server 4 and the cloud platform 5 are received. The location information is geographic location information, such as building number, room number, etc., and the configuration information may include port status, hardware parameters, etc.

S203. Download and install the acquisition script to the device according to the location information and configuration information, and set a label for each device.

In one embodiment, the collection script is a zabbix script. The acquisition script includes a monitoring terminal and a monitored terminal. Install the monitoring end of the collection script on the electronic device 1, send the monitored end of the collection script to the device according to the location information and configuration information, and send a control command to control the installation of the device. Describe the monitored terminal.

In one embodiment, the tags of the cloud platform 5 include tenant name, project name, resource type and alarm level. Wherein, the alarm level represents the severity when the corresponding resource is abnormal. The tags of the gateway 3 and the edge server 4 include tenant name, project name, device type and location information.

For example, the tenant name of the gateway 3, the edge server 4 and the cloud platform 5 can be tenant A or tenant B, and the project name can be SMT (Surface Mounted Technology, surface assembly technology), CNC (Computerized Numerical Control, computer numerical control) Or QC (Quality Control, quality control), the device type of the gateway 3 can be PLC, the device of the edge server 4 can be V001 or V002, and the location information of the gateway 3 and the edge server 4 can be E5 (building number), the resource type of the infrastructure service 501 in the cloud platform 5 may be VM01, the alarm level may be H (High, high level), the resource of the container management platform 502 in the cloud platform 5 The type can be POD01, the alarm level can be L (Low, low level), the resource type of the platform service 503 in the cloud platform 5 can be MySQL01, the alarm level can be H, and the software in the cloud platform 5 The resource type of the service 504 may be S01, and the alarm level may be L.

S204. Collect monitoring content and log content of the device by using the collection script.

In one embodiment, the monitoring content includes the hardware status of the device and data generated during operation. For example, the hardware status may include temperature, humidity, CPU usage, port status, etc., and the working time Generated data can include collected data, computed data, transmitted data Wait. For example, the collected data is the on-site data of the industrial equipment 2 collected by the gateway 3, the calculated data is the data generated when the edge server 4 performs edge computing, and the transmitted data is the The device control information transmitted from the edge server 4 to the gateway 3 and the analysis results transmitted to the cloud platform 5 . The log content includes events generated by the device, for example, the generated events may include test events, calculation events, analysis events, and the like.

S205, associating the collected monitoring content and log content of the device in the application framework with the tag, so as to form a data model of the application.

In one embodiment, the monitoring content and log content associated with the tag are stored in the memory of the electronic device 1 to form a data model of the application.

For example, the gateway data in the data model of the application includes "tenant A", "SMT", "PLC", "E5", "monitoring content" and "tenant A", "SMT", "PLC", "E5 ", "Log Content", edge server data include "Tenant A", "SMT", "V001", "E5", "Monitoring Content" and "Tenant A", "SMT", "V001", "E5" , "log content", cloud platform virtual machine information includes "tenant A", "SMT", "VM01", "H", "monitoring content" and "tenant A", "SMT", "VM01", "H" , "Log content", the cloud platform container management platform information includes "tenant A", "SMT", "POD01", "H", "monitoring content" and "tenant A", "SMT", "POD01", "H ", "Log content", cloud platform intermediary software data include "tenant A", "SMT", "MySQL01", "H", "monitoring content" and "tenant A", "SMT", "MySQL01", "H ", "Log content", cloud platform software service data include "tenant A", "SMT", "S01", "H", "monitoring content" and "tenant A", "SMT", "S01", "H ", "Log Content".

S206. Combine data models of multiple applications in the industrial Internet architecture to form a data model of the industrial Internet architecture, so as to manage the data of the industrial Internet architecture.

In one embodiment, the data models of the applications are arranged according to the deployment time sequence of the application architecture corresponding to each application, so as to form the data model of the industrial Internet architecture in combination, so that the data of the industrial Internet architecture to manage.

In one embodiment, the query information input by the user is received, data query is performed in the data model of the industrial Internet architecture according to the query information, and the data associated with the query information is obtained, and the obtained data is related to the The data associated with the query information is displayed on the display screen of the electronic device 1 . Wherein, the query information is application name or tag information.

For example, when the user inputs the application name as logistics management, query and obtain the data model of the logistics management application in the data model of the industrial Internet architecture, and display the data in the data model of the logistics management application on the display screen , wherein, the data in the data model includes the application architecture of the material management application and the monitoring content and log content of each device in the application architecture. For another example, when the user enters the tag information as tenant A, query and obtain the data models of all applications corresponding to tenant A in the data model of the industrial Internet architecture, and store the data models of all applications corresponding to tenant A The data is displayed on the display screen.

In one embodiment, when any application of the plurality of applications generates an exception, the data model of the application that generates the exception is queried in the data model of the industrial Internet architecture, and the queried data model Analyze the data in the application to locate the device or cloud platform resource that causes the abnormality of the application, and display the device or cloud platform resource that causes the abnormality in the application on the display screen.

In one embodiment, the queried data in the data model can be analyzed by means of threshold comparison or neural network model analysis to determine whether the data is abnormal. If the data is abnormal, then The device or cloud platform resources that generate the data cause the application to generate an exception. For example, a data is compared with a threshold of the data, and if the data exceeds the threshold, it is determined that the data is abnormal. For another example, input a data into a convolutional neural network model, according to The convolutional neural network model extracts the characteristics of the data, and classifies the characteristics of the data to determine whether the data is abnormal, and when it is determined that the characteristics of the data do not belong to the characteristics of normal data, determine The data is abnormal.

Please refer to FIG. 4 , which is a schematic structural diagram of an electronic device provided in a preferred embodiment of the present application.

The electronic device 1 includes, but not limited to, a processor 10 , a memory 20 , a computer program 30 stored in the memory 20 and capable of running on the processor 10 , and a display screen 40 . For example, the computer program 30 is a data management program. When the processor 10 executes the computer program 30, the steps in the data management method of the Industrial Internet are realized, such as steps S201-S206 shown in FIG. 2 .

Exemplarily, the computer program 30 can be divided into one or more modules/units, and the one or more modules/units are stored in the memory 20 and executed by the processor 10 , to complete this application. The one or more modules/units may be a series of computer program instruction segments capable of accomplishing specific functions, and the instruction segments are used to describe the execution process of the computer program 30 in the electronic device 1 .

Those skilled in the art can understand that the schematic diagram is only an example of the electronic device 1 and does not constitute a limitation to the electronic device 1. It may include more or less components than those shown in the illustration, or combine certain components, or have different Components, for example, the electronic device 1 may also include input and output devices, network access devices, bus bars, and the like.

The so-called processor 10 can be a central processing unit (Central Processing Unit, CPU), and can also be other general-purpose processors, digital signal processors (Digital Signal Processor, DSP), application specific integrated circuits (Application Specific Integrated Circuit, ASIC) , Ready-made programmable gate array (Field-Programmable Gate Array, FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. A general purpose processor can be a microprocessor The processor or the processor 10 may also be any conventional processor. The processor 10 is the control center of the electronic device 1 and connects various parts of the entire electronic device 1 using various interfaces and lines.

The memory 20 can be used to store the computer program 30 and/or module/unit, and the processor 10 runs or executes the computer program and/or module/unit stored in the memory 20, And calling the data stored in the memory 20 to realize various functions of the electronic device 1 . The memory 20 can mainly include a stored program area and a stored data area, wherein the stored program area can store an operating system, at least one application program required by a function (such as a sound playback function, an image playback function, etc.); The area can store data created according to the use of the electronic device 1 (such as audio data, phonebook, etc.) and the like. In addition, memory 20 may include volatile and non-volatile memory, such as hard disk, memory, plug-in hard disk, smart memory card (Smart Media Card, SMC), secure digital (Secure Digital, SD) card, flash memory card (Flash Card), at least one disk memory component, flash memory device, or other memory components. The display screen 40 is an LCD display screen.

If the integrated modules/units of the electronic device 1 are realized in the form of software function units and sold or used as independent products, they can be stored in a computer-readable storage medium. Based on such an understanding, all or part of the processes in the methods of the above embodiments of the present application can also be completed by instructing related hardware through computer programs, and the computer programs can be stored in a computer-readable storage medium. When the computer program is executed by the processor, it can realize the steps of the above-mentioned various method embodiments. Wherein, the computer program includes computer program code, and the computer program code may be in the form of original code, object code, executable file or some intermediate form. The computer-readable medium may include: any entity or device capable of carrying the computer program code, recording medium, U disk, mobile hard disk, magnetic disk, optical disk, computer memory, read-only memory (ROM, Read- Only Memory), Random Access Memory (RAM, Random Access Memory).

The industrial Internet data management method, electronic device, and storage medium provided by this application can generate an industrial Internet data model according to the industrial Internet architecture, perform global industrial data operation and maintenance, effectively improve production efficiency, and quickly locate and solve problems.

It will be apparent to those skilled in the art that the present application is not limited to the details of the exemplary embodiments described above, but that the present application can be implemented in other specific forms without departing from the spirit or essential characteristics of the present application. Therefore, no matter from any point of view, the embodiments should be regarded as exemplary and non-restrictive. The scope of the present application is defined by the appended patent scope rather than the above description, so it is intended that the scope of the application shall be All changes within the meaning and range of equivalents of the patent claims are embraced in this application. Any reference sign in a claim should not be construed as limiting the claim involved. In addition, it is obvious that the word "comprising" does not exclude other elements or steps, and the singular does not exclude the plural. A plurality of units or devices stated in the scope of patent application for devices can also be realized by the same unit or device through software or hardware. The words first, second, etc. are used to denote names and do not imply any particular order.

In summary, the present invention meets the requirements of an invention patent, and a patent application is filed according to law. However, what is described above is only a preferred embodiment of the present invention, and all equivalent modifications or changes made by those who are familiar with the technology of the present invention according to the spirit of the present invention should be covered by the scope of the following patent application.

S201-S206: Steps

Claims (10)

A data management method for the Industrial Internet, wherein the method includes: determining a corresponding application architecture in the Industrial Internet architecture according to tenant applications, wherein the application architecture includes a gateway, an edge server, and a cloud platform associated with the application resources; after the deployment of the application framework is completed, establish a communication connection between the electronic device and each device in the application framework, and receive the location information and configuration information of the equipment; collect information based on the location information and configuration information The script is downloaded and installed to the device, and the label of each device is set; the monitoring content and log content of the device are collected by the collection script; the monitoring content and log content of the device in the application architecture will be collected Associated with the tag to form a data model of the application; combine the data models of multiple applications in the industrial Internet architecture to form the data model of the industrial Internet architecture, so as to perform data processing on the data of the industrial Internet architecture management, the management of the data of the industrial Internet architecture includes: when any application in the plurality of applications generates an exception, query the data of the application that generates the exception in the data model of the industrial Internet architecture Model; analyze the data in the query data model, input a data into a convolutional neural network model, extract the characteristics of the data according to the convolutional neural network model, and analyze the data of the data The feature is classified to determine whether the data is abnormal, and when it is determined that the feature of the data does not belong to the feature of normal data, it is determined that the data is abnormal, so as to locate the device or cloud platform resource that causes the abnormality of the application. The data management method of the industrial Internet as described in claim 1, wherein, the gateway communicates with the sensor device of the tenant’s industrial equipment and the edge server, and is used to transmit the information detected by the sensor device On-site data and equipment control information fed back by the edge server, the edge The server is used for computing and analyzing the on-site data, and uploading the analysis results to the cloud platform, and the cloud platform is used for storing and sharing the on-site data, equipment control information and analysis results. The data management method of the Industrial Internet according to Claim 2, wherein the cloud platform is also used to provide the application with a virtual machine, a virtual layer and a resource layer, intermediary software, and software services. The data management method of the Industrial Internet as described in claim 2, wherein the tags of the cloud platform include tenant names, project names, resource types and alarm levels, and the tags of the gateway and edge servers include tenant names and project names , device type, and location information. The data management method of the Industrial Internet according to claim 1, wherein the collected monitoring content and log content of the device in the application architecture are associated with the tags to form a data model of the application The method includes: storing monitoring content and log content associated with the tag into a memory of the electronic device to form a data model of the application. The data management method of the Industrial Internet as described in Claim 1, wherein the managing the data of the Industrial Internet architecture includes: receiving query information input by the user, and according to the query information in the industrial Internet architecture Perform data query in the data model to obtain data associated with the query information; display the acquired data associated with the query information on the display screen of the electronic device. The data management method of the Industrial Internet according to claim 6, wherein the management of the data of the Industrial Internet architecture further includes: displaying the device or cloud platform resource that causes the application to generate an exception in the displayed on the screen. The data management method of the Industrial Internet as described in claim 1, wherein the collection script includes a monitoring terminal and a monitored terminal, and downloading and installing the collection script to the device according to the location information and configuration information includes: The monitoring end of the collection script is installed on the electronic device; the monitored end of the collection script is sent to the device according to the location information and configuration information, and the device is controlled to install the monitored end. An electronic device, wherein the electronic device includes: a processor; and a memory, wherein a plurality of program modules are stored in the memory, and the plurality of program modules are loaded by the processor and executed as required The data management method of the Industrial Internet described in any one of Items 1 to 8. A computer-readable storage medium, on which at least one computer instruction is stored, wherein the instruction is loaded by a processor to execute the data management method of the Industrial Internet as described in any one of claims 1 to 8.

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