Industrial edge computing gateway system based on Internet of Things and implementation method
By designing an industrial edge computing gateway system based on the Internet of Things, the shortcomings of existing industrial gateway systems in data processing and compatibility are solved, data fusion processing and emergency processing on the edge side are realized, and the efficiency and security of industrial production are improved. sex.
Patent Information
- Application Number
- CN202411562307.0
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-11-04
- Publication Date
- 2025-02-14
AI Technical Summary
The existing industrial gateway system has shortcomings in data processing and compatibility, resulting in increased server load and extended emergency processing time, and the inability to respond to emergencies at the industrial site in a timely manner, affecting production efficiency and safety.
Design an industrial edge computing gateway system based on the Internet of Things, including servers, routers, edge gateways and management terminals, realize northbound communication between edge gateways and servers through WiFi, implement data fusion processing and analysis within the edge gateway, and set up emergency responses on the edge side. Processing mechanism.
It reduces server load, shortens emergency response and response time, improves the efficiency and security of industrial production, and realizes automatic networking and data transmission between gateways through Bluetooth mesh network.
Smart Images

Figure CN119449853A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the field of computer technology, and in particular to an industrial edge computing gateway system based on the Internet of Things and an implementation method thereof. Background Art
[0002] Industrial edge gateways can be connected to various sensors, instruments, PLCs and other industrial equipment to collect equipment operation data, status information, etc. They can also convert data from different communication protocols into a unified format to achieve data interconnection between different devices, making it convenient for enterprises to centrally manage and analyze data.
[0003] At present, the industrial gateway system still has deficiencies in communication methods, networking, device access, data fusion calculation, and serial port converter compatibility. For example, data needs to be transmitted to the server for processing, which increases the server load and prolongs the emergency processing and response time. At the same time, the centralized data processing of the server may not be able to respond quickly to emergencies on the industrial site in a timely manner, affecting the efficiency and safety of industrial production; due to different communication interfaces, automatic adaptation cannot be achieved on the same wiring port and manual adjustment is required.
[0004] To sum up, based on the data processing and compatibility problems existing in the current industrial gateway system, an industrial edge gateway system is needed that can solve the above problems. Summary of the invention
[0005] The present invention provides an industrial edge computing gateway system based on the Internet of Things and an implementation method thereof, so as to solve the data processing and compatibility problems existing in the current industrial gateway system.
[0006] According to one aspect of the present invention, there is provided an industrial edge computing gateway system based on the Internet of Things, comprising: a server, a router, at least two edge gateways and a management terminal, each of the edge gateways being communicatively connected;
[0007] Each of the edge gateways is used to obtain working data of at least one connected device and / or other edge gateways, wherein the working data represents data generated or obtained by the connected device during operation; and perform data fusion processing and analysis on the working data;
[0008] The router is used to realize communication between the server and the edge gateway via WiFi to upload working data and / or processing and analysis results of working data;
[0009] The management terminal is used to configure all built-in parameters of the edge gateway and its subordinate industrial equipment or sensor equipment, including parameter configuration required for the network connection of the edge gateway.
[0010] Optionally, the edge gateway is configured with a serial port converter compatible with RS232 and RS485; the connected device includes: industrial equipment; accordingly, the edge gateway is used to detect whether the serial port signal type of the industrial equipment is RS232 or RS485 and dynamically switch the working mode of the serial port converter, wherein RS232 and RS485 correspond to different working modes, and each working mode includes different electrical characteristics.
[0011] Optionally, each of the edge gateways is connected via a Bluetooth mesh network communication; accordingly, the management terminal is used to send WiFi configuration information to an edge gateway via Bluetooth communication, so that other edge gateways transmit the WiFi configuration information through the Bluetooth mesh network to connect to the router and connect to the server through the router.
[0012] Optionally, the edge gateway uses at least one of a symmetric encryption algorithm and an asymmetric encryption algorithm to encrypt data, and uses at least one of a digital certificate, a user name and password, fingerprint recognition, and facial recognition to authenticate access.
[0013] Optionally, the connected device also includes: a sensor; each of the sensors is used to sense at least one physical quantity in the working environment of the corresponding industrial equipment; accordingly, the edge gateway is used to obtain the physical quantities obtained by the sensor and the operating status data and production parameter data of the industrial equipment; the physical quantities and the production parameter data are used as the working data, and data fusion processing and analysis are performed on the working data.
[0014] Optionally, the edge gateway is used to fuse the working data using a mathematical model, and perform processing and analysis based on the fusion result;
[0015] Optionally, the edge gateway is used to set weights for the working data of the sensor and the working data of the industrial equipment, and then perform weighted average calculation to obtain a fusion result, and perform processing and analysis based on the fusion result.
[0016] Optionally, the edge gateway is used to analyze and process the fusion result internally; when the fusion result shows that the industrial equipment is abnormal, the emergency processing mechanism is initiated according to pre-set thresholds and judgment rules, and one or more of the operating parameters of the industrial equipment and alarm information is sent to the server.
[0017] According to another aspect of the present invention, there is provided a method for implementing an industrial edge computing gateway based on an industrial edge computing gateway system based on the Internet of Things described in any one of the above embodiments, including:
[0018] Each of the edge gateways obtains working data of at least one connected device and / or other edge gateways, wherein the working data represents data generated or obtained by the connected device during operation; and performs data fusion processing and analysis on the working data;
[0019] The router realizes communication between the server and the edge gateway via WiFi to upload working data and / or processing and analysis results of working data;
[0020] The management terminal configures all built-in parameters of the edge gateway and its subordinate industrial devices or sensor devices, including parameter configuration required for the network connection of the edge gateway.
[0021] According to another aspect of the present invention, an electronic device is provided, the electronic device comprising:
[0022] At least one processor; and a memory communicatively connected to the at least one processor; wherein 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 so that the at least one processor can execute an industrial edge computing gateway implementation method described in any embodiment of the present invention.
[0023] According to another aspect of the present invention, a computer-readable storage medium is provided, wherein the computer-readable storage medium stores computer instructions, and the computer instructions are used to enable a processor to implement an industrial edge computing gateway implementation method described in any embodiment of the present invention when executed.
[0024] According to another aspect of the present invention, a computer program product is provided, the computer program product comprising a computer program, and the computer program, when executed by a processor, implements an industrial edge computing gateway implementation method described in any embodiment of the present invention.
[0025] The technical solution of the embodiment of the present invention provides an industrial edge computing gateway system based on the Internet of Things and an implementation method. The gateway system includes: a server, a router, at least two edge gateways and a management terminal, each of which is connected to each other; each edge gateway is used to obtain the working data of at least one connected device and / or other edge gateways, and the working data represents the data generated or obtained by the connected device during work; the working data is subjected to data fusion processing and analysis; the router is used to realize the communication between the server and the edge gateway through WiFi to upload the working data and / or the processing and analysis results of the working data; the management terminal is used to configure all the built-in parameters of the edge gateway and its subordinate industrial equipment or sensor equipment, including the parameter configuration required for the network connection of the edge gateway. The solution of the embodiment of the present invention realizes northbound communication between the edge gateway and the server based on the WiFi network, and different edge gateways are networked to communicate with each other; fusion computing is realized inside the edge gateway, and an emergency processing mechanism is realized on the edge side to solve the data processing and compatibility problems existing in the current industrial gateway system.
[0026] It should be understood that the contents described in this section are not intended to identify the key or important features of the embodiments of the present invention, nor are they intended to limit the scope of the present invention. Other features of the present invention will become easily understood through the following description. BRIEF DESCRIPTION OF THE DRAWINGS
[0027] In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the following briefly introduces the drawings required for use in the description of the embodiments. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.
[0028] Figure 1 It is a structural diagram of an industrial edge computing gateway system based on the Internet of Things provided by Embodiment 1 of the present invention;
[0029] Figure 2 This is a topological diagram of an industrial edge computing gateway system used in Embodiment 1 of the present invention;
[0030] Figure 3 It is a flowchart of a method for implementing an industrial edge computing gateway provided in Embodiment 2 of the present invention;
[0031] Figure 4 It is a structural schematic diagram of an electronic device for implementing an industrial edge computing gateway implementation method of an embodiment of the present invention. DETAILED DESCRIPTION
[0032] In order to enable those skilled in the art to better understand the scheme of the present invention, the technical scheme in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work should fall within the scope of protection of the present invention.
[0033] It should be noted that the terms "first", "second", etc. in the specification and claims of the present invention and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchanged where appropriate, so that the embodiments of the present invention described herein can be implemented in an order other than those illustrated or described herein. In addition, the terms "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device that includes a series of steps or units is not necessarily limited to those steps or units that are clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.
[0034] Embodiment 1
[0035] Figure 1 It is a structural diagram of an industrial edge computing gateway system based on the Internet of Things provided by Embodiment 1 of the present invention, comprising: a server 110, a router 120, at least two edge gateways 130 and a management terminal 140, each of the edge gateways being communicatively connected;
[0036] Each of the edge gateways 130 is used to obtain working data of at least one connected device and / or other edge gateways 130, wherein the working data represents data generated or obtained by the connected device during operation; and perform data fusion processing and analysis on the working data;
[0037] The router 120 is used to realize the communication between the server 110 and the edge gateway 130 via WiFi to upload the working data and / or the processing and analysis results of the working data;
[0038] The management terminal 140 is used to configure all built-in parameters of the edge gateway and its subordinate industrial devices or sensor devices, including parameter configuration required for the network connection of the edge gateway.
[0039] Among them, the northbound communication between the edge gateway and the server is realized based on the WiFi network, replacing the traditional industrial gateway equipment to use 4G or 5G network communication. Advantages: easy deployment, no traffic fees, meeting the demand for industrial data not to be on the public network to avoid factory data exposure on the public network and information security issues. The gateways are interconnected and can transmit information to each other. They are not independent devices. The processing and analysis of sensor data and industrial equipment data are realized inside the edge gateway, and the emergency processing mechanism is realized inside the edge gateway to reduce server load and shorten emergency processing and response time.
[0040] In addition, the WiFi network can be replaced by RF433, Lora, or a custom 2.4G wireless communication network.
[0041] In an embodiment of the present invention, an edge gateway is configured with a serial port converter compatible with RS232 and RS485; the connected devices include: industrial equipment; accordingly, the edge gateway is used to detect whether the serial port signal type of the industrial equipment is RS232 or RS485 and dynamically switch the working mode of the serial port converter, wherein RS232 and RS485 correspond to different working modes, and each working mode includes different electrical characteristics.
[0042] RS232 and RS485 are two different serial communication standards, which have significant differences in signal level, communication mode and electrical characteristics. Therefore, to achieve automatic adaptation on the same serial port, you need to use a specially designed circuit or chip, usually called a serial port converter or serial port adapter.
[0043] This type of serial port converter usually has the following features:
[0044] Automatic detection function: can detect the signal type on the serial port and determine whether it is RS232 or RS485.
[0045] Automatic switching mode: Automatically adjust the serial port working mode according to the detected signal type to adapt to different device connections.
[0046] Electrical characteristics conversion: RS232 and RS485 have significant differences in electrical characteristics, including electrical levels, line drive capabilities, etc. The converter needs to be able to correctly convert these electrical characteristics to ensure correct communication between devices.
[0047] Communication rate adaptation: Serial port converters usually support a wide range of communication rates to meet the communication requirements of different devices.
[0048] Protection circuit: Protects serial ports and devices to prevent damage or communication errors caused by mismatched electrical characteristics.
[0049] The shared serial port application scenarios of RS232 and RS485 may appear in some industrial control equipment, for example. By using a specially designed serial port converter, RS232 and RS485 devices can be connected and communicated without manually adjusting the settings. This converter will automatically identify and adapt to the type of device connected, allowing users to configure and operate the device more conveniently.
[0050] In summary, the key to achieving RS232 and RS485 sharing the same serial port and automatically adapting is to use a serial port converter or adapter with automatic identification, conversion and adaptation functions. This can effectively solve the electrical and protocol differences between different communication standards and ensure normal communication and data exchange between devices.
[0051] In an embodiment of the present invention, each edge gateway is connected via a Bluetooth mesh network communication; accordingly, the management terminal is used to send WiFi configuration information to an edge gateway via Bluetooth communication, so that other edge gateways transmit the WiFi configuration information via the Bluetooth mesh network to connect to the router and connect to the server through the router.
[0052] Most smart devices provide two common network configuration methods: AP mode and SmartConfig mode (also known as AirKiss, One-click network configuration, etc.).
[0053] AP mode (Access Point mode): The device itself acts as a WiFi hotspot. You connect to this hotspot through a mobile phone or computer, and then enter the target WiFi information through the network configuration APP or web interface.
[0054] SmartConfig mode: The device receives WiFi information through sound waves or other special wireless signals.
[0055] If you choose AP mode, turn on the device, wait for the device to start the WiFi hotspot, and then connect to this hotspot through your mobile phone or computer.
[0056] If SmartConfig mode is selected, a dedicated network configuration APP is usually required or specific operation steps are performed to trigger the device to enter the network configuration mode, and then the WiFi information is entered in the APP, or the WiFi information is transmitted to the device through sound waves or other methods.
[0057] The solution used in the embodiment of the present invention is to support the above two network configuration modes, AP mode and SmartConfig mode, at the same time, and is based on Bluetooth communication between the network configuration APP and the device to trigger the seamless switching of the two modes and transmit the network configuration information.
[0058] The administrator configures the edge gateway and all its subordinate devices through the management terminal device, where the management terminal device includes but is not limited to mobile terminal devices such as mobile phones. The configuration software of the management terminal device can be mobile phone APP, WeChat applet, PC software, Web page configuration, etc. The management terminal device can be a mobile terminal device such as a mobile phone, tablet computer, laptop computer, etc. Based on the local area network communication of the Bluetooth mesh network, the edge gateways actively discover and automatically complete the Bluetooth mesh network networking, and the edge gateways are interconnected and can transmit information to each other. WiFi and Bluetooth dual-mode coexist, WiFi does not need to switch working modes, and Bluetooth can be used to achieve fast network configuration of WiFi. The handheld terminal configuration device only needs to establish Bluetooth communication with one of the gateways and send the configuration information to one gateway. Other gateways transmit configurations to each other through the Bluetooth mesh network to achieve fast WiFi configuration and connect to the specified server.
[0059] In addition, the Bluetooth mesh network can be replaced by RF433, Zigbee, or a customized 2.4G wireless communication network.
[0060] In an embodiment of the present invention, the edge gateway uses at least one of a symmetric encryption algorithm and an asymmetric encryption algorithm to encrypt data, and uses at least one of a digital certificate, a user name and password, fingerprint recognition, and facial recognition to authenticate access.
[0061] In addition, a security module can be built into the edge gateway to encrypt data transmitted by the gateway and authenticate access to the gateway to ensure data security and gateway access control. Its working principle is: use at least one of the symmetric encryption algorithm and asymmetric encryption algorithm to encrypt data. For the encryption process, select the appropriate encryption algorithm and key length according to the importance of the data and the transmission scenario. During the data transmission process, the data is encrypted and packaged to ensure the confidentiality and integrity of the data. Use at least one of digital certificates, user names and passwords, fingerprint recognition, facial recognition, etc. to authenticate access to the gateway. Set different authentication methods and verification processes according to different access levels and user types.
[0062] In an embodiment of the present invention, the connected device also includes: a sensor; each sensor is used to sense at least one physical quantity in the working environment of the corresponding industrial equipment; accordingly, an edge gateway is used to obtain the physical quantities obtained by the sensor and the operating status data and production parameter data of the industrial equipment; the physical quantities and production parameter data are used as working data, and data fusion processing and analysis are performed on the working data.
[0063] The access of industrial field environment detection sensors based on Bluetooth mesh network enables a set of gateway solutions to access industrial equipment and sensor equipment at the same time. Its working principle is: through the communication protocol and related interface standards of Bluetooth mesh network, it identifies and receives the data sent by the sensor, and incorporates the sensor into the management scope of the gateway.
[0064] In the embodiment of the present invention, the edge gateway is used to fuse the working data using a mathematical model and perform processing and analysis based on the fusion result;
[0065] In an embodiment of the present invention, the edge gateway is used to set weights for the working data of the sensor and the working data of the industrial equipment, and then perform weighted average calculation to obtain a fusion result, and perform processing and analysis based on the fusion result.
[0066] Among them, the data fusion calculation of industrial field environment detection sensor data and industrial equipment based on Bluetooth mesh network is realized inside the edge gateway, and an emergency processing mechanism is established. Its working principle is: collect and pre-process the data from sensors and industrial equipment, and then fuse the data according to the preset fusion algorithm, analyze and process the fused data inside the edge gateway, and activate the emergency processing mechanism according to the analysis results.
[0067] For industrial field environment detection sensors, they sense various physical quantities in the environment, such as temperature, humidity, pressure, gas concentration, etc., through their built-in sensor elements, and convert these physical quantities into electrical signals. The sensor sends the data represented by the electrical signal to the edge gateway according to its own communication protocol, such as the Bluetooth mesh network protocol. Different types of sensors may have different data formats and sampling frequencies. The edge gateway needs to identify and receive these data to ensure the integrity and accuracy of the data.
[0068] Industrial equipment connects to the communication interface module of the gateway through its own communication interface, such as RS232, RS485, etc. Industrial equipment sends the equipment's operating status data, production parameter data, etc. to the edge gateway according to its internal operating logic and data generation mechanism.
[0069] In addition, preprocessing the collected sensor data and industrial equipment data is an important preliminary step for fusion calculation. Preprocessing may include data cleaning to remove noise, outliers, and erroneous data in the data. For example, for temperature sensor data, if there are values that are obviously beyond the normal range, it may be caused by sensor failure or interference, which needs to be identified and processed. It may also include data standardization to unify data from different sources to a standard scale. For example, temperature data of different ranges can be unified into a specific temperature range to facilitate subsequent fusion calculation and comparative analysis.
[0070] In an embodiment of the present invention, the edge gateway is used to analyze and process the fusion result internally; when the fusion result shows that the industrial equipment has an abnormal situation, the emergency processing mechanism is started according to pre-set thresholds and judgment rules, and one or more of the operating parameters of the industrial equipment and alarm information is sent to the server.
[0071] For the data fusion algorithm at the edge gateway, it can be implemented through rule-based fusion algorithm, model-based fusion algorithm and weighted average-based fusion algorithm. The rule-based fusion algorithm fuses data according to pre-set rules. For example, if the sensor detects that the ambient temperature is too high, and the relevant parameters of the cooling system of the industrial equipment show that the cooling efficiency is reduced, according to the pre-set rules, it can be judged that the industrial equipment may have an overheating risk. The rules can be set by domain experts based on the actual experience and knowledge of industrial production, or determined by analyzing and mining a large amount of historical data. The model-based fusion algorithm uses a mathematical model to fuse data. For example, a neural network model, a Bayesian network model, etc. can be used. Taking the neural network model as an example, the sensor data and the industrial equipment data are used as the input layer of the neuron input, and the hidden layer of the neural network is used to extract features and process data, and finally the fusion result is obtained at the output layer. In practical applications, the selection of the model needs to be based on the specific application scenario and data characteristics. Different models have different advantages and scopes of application. The weighted average-based fusion algorithm gives certain weights to the sensor data and the industrial equipment data respectively, and then performs weighted average calculation to obtain the fusion result. For example, for a fusion calculation that considers both ambient temperature and industrial equipment temperature, if the weight of ambient temperature on the overall temperature is 0.4 and the weight of industrial equipment temperature is 0.6, then the fused temperature = 0.4 × ambient temperature + 0.6 × industrial equipment temperature. The weight can be determined based on the importance and reliability of the data and the degree of influence on the fusion result.
[0072] The fusion results are analyzed and processed inside the edge gateway. For example, if the fusion results show that the industrial equipment has abnormal conditions, such as excessive temperature or abnormal pressure, the gateway can make corresponding decisions based on the pre-set thresholds and judgment rules, such as starting the emergency response mechanism, adjusting the operating parameters of the industrial equipment, or sending alarm information to the server. The analysis results can also be used to optimize the industrial production process, such as adjusting the production plan or equipment maintenance plan based on the fusion results of the ambient temperature and the operating status of the industrial equipment.
[0073] The fusion results can be stored inside the edge gateway for subsequent query and analysis. At the same time, as needed, the fusion results can be transmitted to the server in a certain communication protocol and format for further analysis and processing in a higher-level system. During data transmission, the security and integrity of the data need to be ensured, and encryption and other technical means can be used to protect it.
[0074] Figure 2 : is a topology diagram of an industrial edge computing gateway system used in the first embodiment of the present invention, such as Figure 2 As shown in the figure, the northbound communication of the gateway is the WiFi network, the interconnection between gateways is the Bluetooth mesh network, and the southbound communication of the gateway is the Bluetooth wireless connection communication that supports sensor devices in addition to the traditional wired connection communication such as RJ45, CAN, RS232, RS485. The administrator configures the edge gateway and all its subordinate devices through the management terminal device, where the management terminal device includes but is not limited to mobile terminal devices such as mobile phones. The configuration software of the management terminal device can be a mobile phone APP, WeChat applet, PC software, Web page configuration, etc. RS232 and RS485 share a serial port, which can realize the connection and automatic adaptation of RS232 and RS485 devices without manual adjustment of settings.
[0075] In summary, the solution of the embodiment of the present invention has at least the following advantages and improvements:
[0076] 1. Realize northbound communication between edge gateway and server based on WiFi network, instead of using 4G or 5G network communication of traditional industrial gateway equipment.
[0077] 2. Based on the local area network communication of Bluetooth mesh network, gateways actively discover and automatically complete Bluetooth mesh network networking.
[0078] 3. WiFi and Bluetooth dual-mode coexist, WiFi does not need to switch working modes, and the handheld terminal configuration device can quickly configure the WiFi of the edge gateway through Bluetooth communication.
[0079] 4. An access solution for industrial field environment detection sensors based on Bluetooth mesh network. A gateway solution can connect industrial equipment and sensors at the same time.
[0080] The industrial field environment detection sensor data based on the Bluetooth mesh network and the data of industrial equipment are integrated and calculated inside the edge gateway, and an emergency processing mechanism is implemented on the edge side.
[0081] Embodiment 2
[0082] Figure 3: is a flow chart of an implementation method of an industrial edge computing gateway provided by Embodiment 2 of the present invention, such as Figure 3 As shown, the method includes:
[0083] S310. Each edge gateway obtains working data of at least one connected device and / or other edge gateways, where the working data represents data generated or obtained by the connected device during operation; and performs data fusion processing and analysis on the working data.
[0084] S320, the router realizes communication between the server and the edge gateway through WiFi to upload the working data and / or the processing and analysis results of the working data.
[0085] S330. The management terminal configures all built-in parameters of the edge gateway and its subordinate industrial devices or sensor devices, including parameter configuration required for the network connection of the edge gateway.
[0086] The information interaction, execution process, etc. between the units in the above method are based on the same concept as the system embodiment of the present invention. For specific contents, please refer to the description in the method embodiment of the present invention, and will not be repeated here.
[0087] Embodiment 3
[0088] Figure 4 A schematic diagram of the structure of an electronic device 10 that can be used to implement an embodiment of the present invention is shown. The electronic device is intended to represent various forms of digital computers, such as laptop computers, desktop computers, workstations, personal digital assistants, servers, blade servers, mainframe computers, and other suitable computers. The electronic device can also represent various forms of mobile devices, such as personal digital processing, cellular phones, smart phones, wearable devices (such as helmets, glasses, watches, etc.) and other similar computing devices. The components shown herein, their connections and relationships, and their functions are merely examples and are not intended to limit the implementation of the present invention described and / or required herein.
[0089] like Figure 4As shown, the electronic device 10 includes at least one processor 11, and a memory connected to the at least one processor 11, such as a read-only memory (ROM) 12, a random access memory (RAM) 13, etc., wherein the memory stores a computer program that can be executed by at least one processor, and the processor 11 can perform various appropriate actions and processes according to the computer program stored in the read-only memory (ROM) 12 or the computer program loaded from the storage unit 18 to the random access memory (RAM) 13. In the RAM 13, various programs and data required for the operation of the electronic device 10 can also be stored. The processor 11, the ROM 12, and the RAM 13 are connected to each other through a bus 14. An input / output (I / O) interface 15 is also connected to the bus 14.
[0090] A number of components in the electronic device 10 are connected to the I / O interface 15, including: an input unit 16, such as a keyboard, a mouse, etc.; an output unit 17, such as various types of displays, speakers, etc.; a storage unit 18, such as a disk, an optical disk, etc.; and a communication unit 19, such as a network card, a modem, a wireless communication transceiver, etc. The communication unit 19 allows the electronic device 10 to exchange information / data with other devices through a computer network such as the Internet and / or various telecommunication networks.
[0091] The processor 11 may be a variety of general and / or special processing components with processing and computing capabilities. Some examples of the processor 11 include, but are not limited to, a central processing unit (CPU), a graphics processing unit (GPU), various dedicated artificial intelligence (AI) computing chips, various processors running machine learning model algorithms, digital signal processors (DSPs), and any appropriate processors, controllers, microcontrollers, etc. The processor 11 executes the various methods and processes described above, such as an industrial edge computing gateway implementation method.
[0092] In some embodiments, an industrial edge computing gateway implementation method may be implemented as a computer program, which is tangibly contained in a computer-readable storage medium, such as a storage unit 18. In some embodiments, part or all of the computer program may be loaded and / or installed on the electronic device 10 via the ROM 12 and / or the communication unit 19. When the computer program is loaded into the RAM 13 and executed by the processor 11, one or more steps of the industrial edge computing gateway implementation method described above may be performed. Alternatively, in other embodiments, the processor 11 may be configured to execute an industrial edge computing gateway implementation method in any other appropriate manner (e.g., by means of firmware).
[0093] Various implementations of the systems and techniques described above herein can be implemented in digital electronic circuit systems, integrated circuit systems, field programmable gate arrays (FPGAs), application specific integrated circuits (ASICs), application specific standard products (ASSPs), systems on chips (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and / or combinations thereof. These various implementations can include: being implemented in one or more computer programs that can be executed and / or interpreted on a programmable system including at least one programmable processor, which can be a special purpose or general purpose programmable processor that can receive data and instructions from a storage system, at least one input device, and at least one output device, and transmit data and instructions to the storage system, the at least one input device, and the at least one output device.
[0094] Computer programs for implementing the methods of the present invention may be written in any combination of one or more programming languages. These computer programs may be provided to a processor of a general-purpose computer, a special-purpose computer, or other programmable data processing device, so that when the computer program is executed by the processor, the functions / operations specified in the flow chart and / or block diagram are implemented. The computer program may be executed entirely on the machine, partially on the machine, partially on the machine and partially on a remote machine as a stand-alone software package, or entirely on a remote machine or server.
[0095] In the context of the present invention, a computer-readable storage medium may be a tangible medium that may contain or store a computer program for use by or in combination with an instruction execution system, device or equipment. A computer-readable storage medium may include, but is not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices or equipment, or any suitable combination of the foregoing. Alternatively, a computer-readable storage medium may be a machine-readable signal medium. A more specific example of a machine-readable storage medium may include an electrical connection based on one or more lines, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
[0096] To provide interaction with a user, the systems and techniques described herein may be implemented on an electronic device having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to the user; and a keyboard and a pointing device (e.g., a mouse or trackball) through which the user can provide input to the electronic device. Other types of devices may also be used to provide interaction with the user; for example, the feedback provided to the user may be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form (including acoustic input, voice input, or tactile input).
[0097] The systems and techniques described herein may be implemented in a computing system that includes backend components (e.g., as a data server), or a computing system that includes middleware components (e.g., an application server), or a computing system that includes frontend components (e.g., a user computer with a graphical user interface or a web browser through which a user can interact with implementations of the systems and techniques described herein), or a computing system that includes any combination of such backend components, middleware components, or frontend components. The components of the system may be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: a local area network (LAN), a wide area network (WAN), a blockchain network, and the Internet.
[0098] A computing system may include a client and a server. The client and the server are generally remote from each other and usually interact through a communication network. The client and server relationship is generated by computer programs running on the corresponding computers and having a client-server relationship with each other. The server may be a cloud server, also known as a cloud computing server or cloud host, which is a host product in the cloud computing service system to solve the defects of difficult management and weak business scalability in traditional physical hosts and VPS services.
[0099] It should be understood that the various forms of processes shown above can be used to reorder, add or delete steps. For example, the steps described in the present invention can be executed in parallel, sequentially or in different orders, as long as the desired results of the technical solution of the present invention can be achieved, and this document does not limit this.
[0100] The above specific implementations do not constitute a limitation on the protection scope of the present invention. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions can be made according to design requirements and other factors. Any modification, equivalent substitution and improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.
Claims
1. An industrial edge computing gateway system based on the Internet of Things, characterized in that: include: A server, a router, at least two edge gateways and a management terminal, each of the edge gateways being communicatively connected to each other; Each of the edge gateways is used to obtain working data of at least one connected device and / or other edge gateways, wherein the working data represents data generated or obtained by the connected device during operation; and perform data fusion processing and analysis on the working data; The router is used to realize communication between the server and the edge gateway via WiFi to upload working data and / or processing and analysis results of working data; The management terminal is used to configure all built-in parameters of the edge gateway and its subordinate industrial equipment or sensor equipment, including parameter configuration required for the network connection of the edge gateway.
2. The system according to claim 1, characterized in that The edge gateway is configured with a serial port converter compatible with RS232 and RS485; the connected device includes: industrial equipment; accordingly, the edge gateway is used to detect whether the serial port signal type of the industrial equipment is RS232 or RS485 and dynamically switch the working mode of the serial port converter, wherein RS232 and RS485 correspond to different working modes, and each working mode includes different electrical characteristics.
3. The system according to claim 1, characterized in that Each of the edge gateways is connected via a Bluetooth mesh network communication; accordingly, the management terminal is used to send WiFi configuration information to an edge gateway via Bluetooth communication, so that other edge gateways transmit the WiFi configuration information through the Bluetooth mesh network to connect to the router and connect to the server through the router.
4. The system according to claim 1, characterized in that The edge gateway uses at least one of a symmetric encryption algorithm and an asymmetric encryption algorithm to encrypt data, and uses at least one of a digital certificate, a user name and password, fingerprint recognition, and facial recognition to authenticate access.
5. The system according to claim 2, characterized in that The connected device also includes: a sensor; each of the sensors is used to sense at least one physical quantity in the working environment of the corresponding industrial equipment; accordingly, the edge gateway is used to obtain the physical quantities obtained by the sensor and the operating status data and production parameter data of the industrial equipment; the physical quantities and the production parameter data are used as the working data, and data fusion processing and analysis are performed on the working data.
6. The system according to claim 5, characterized in that The edge gateway is used to fuse the working data using a mathematical model and perform processing and analysis based on the fusion result; and / or, The edge gateway is used to set weights for the working data of the sensor and the working data of the industrial equipment, and then perform weighted average calculation to obtain a fusion result, and perform processing and analysis based on the fusion result.
7. The system according to claim 5, characterized in that The edge gateway is used to analyze and process the fusion result internally; when the fusion result shows that the industrial equipment has an abnormal situation, it starts the emergency processing mechanism according to the pre-set threshold and judgment rules, adjusts the operating parameters of the industrial equipment and sends one or more alarm information to the server.
8. An industrial edge computing gateway implementation method based on an industrial edge computing gateway system based on the Internet of Things according to any one of claims 1 to 7, characterized in that: include: Each of the edge gateways obtains working data of at least one connected device and / or other edge gateways, wherein the working data represents data generated or obtained by the connected device during operation; and performs data fusion processing and analysis on the working data; The router realizes communication between the server and the edge gateway via WiFi to upload working data and / or processing and analysis results of working data; The management terminal configures all built-in parameters of the edge gateway and its subordinate industrial devices or sensor devices, including parameter configuration required for the network connection of the edge gateway.
9. An electronic device, characterized in that: The electronic device comprises: At least one processor; and a memory communicatively connected to the at least one processor; wherein 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 so that the at least one processor can execute the industrial edge computing gateway implementation method described in claim 8.
10. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores computer instructions, and the computer instructions are used to enable a processor to implement an industrial edge computing gateway implementation method as described in claim 8 when executed.
11. A computer program product, characterized in that The computer program product comprises a computer program, which, when executed by a processor, implements an industrial edge computing gateway implementation method according to claim 8.
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