CN116405895B - Intelligent regulation and control system based on 5G message Internet of things - Google Patents
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Abstract
The invention discloses an intelligent regulation and control system based on a 5G message Internet of things, and belongs to the technical field of Internet of things. An intelligent regulation and control system based on the 5G message Internet of things comprises a sensor module, a monitoring and optimizing energy module, a communication module, a cloud platform and edge calculation module, a data analysis and decision module, an execution module and a user interface module. In the invention, the sensor is provided with built-in processing and various algorithms, and is provided with renewable energy equipment, so that the pressure and delay of data transmission are effectively reduced, the system concept is accordant with sustainable development, in addition, when the data is transmitted and stored, the SSL data encryption technology and the digital certificate are adopted, the data safety in the communication process is effectively protected, in addition, the user interface module is provided with personalized setting, user feedback and system alarm notification, the system processing is continuously optimized, and the system experience of a user is effectively improved.
Description
Technical Field
The invention relates to the technical field of the Internet of things, in particular to an intelligent regulation and control system based on the Internet of things of 5G messages.
Background
An intelligent regulation and control system based on the 5G message Internet of things is a system combining a 5G network and Internet of things technology and is used for realizing remote monitoring and regulation and control of various intelligent devices, sensors and terminals. The system provides high-speed and low-time-delay communication capability through a 5G message technology, connects various devices and sensors to a cloud platform, performs data analysis and decision making through the cloud platform, and realizes intelligent regulation and control on the devices. The system can realize that household equipment comprises light, temperature and electric appliances, urban infrastructure comprises street lamps, traffic lights and garbage cans, industrial equipment comprises remote control and monitoring of production lines and robots, and the current intelligent regulation and control system can be applied to more types of sensors to assist system regulation and control along with the development of the Internet of things, but meanwhile, the energy consumption of the system is gradually increased along with the increase of the sensors and the increase of data analysis and decision processing, so that more energy sources can be consumed, and the system does not accord with the environment-friendly and sustainable development concepts.
Disclosure of Invention
An intelligent regulation and control system based on the 5G message Internet of things comprises a sensor module, a monitoring and optimizing energy module, a communication module, a cloud platform and edge calculation module, a data analysis and decision module, an execution module and a user interface module;
preferably, the sensor module collects various environmental data in the collection environment based on the internet of things, the collected environmental data is transmitted by the communication module based on a 5G message technology and is sent to the cloud platform and the edge computing module, the sensor module is provided with renewable energy equipment and is provided with a built-in processor and an algorithm, the monitoring and optimizing energy module manages energy storage equipment in combination with an energy management technology, and the energy storage equipment comprises a light energy conversion storage battery and a wind energy conversion storage battery;
preferably, the cloud platform and the edge computing module receive sensor data, store, process and provide the sensor data to the data analysis and decision module, and encryption privacy protection is provided in the data transmission process between the communication module and the sensor module and between the cloud platform and the edge computing module, and the data analysis and decision module performs real-time analysis and processing on the sensor data;
preferably, the execution module executes and controls the sensor module according to the instruction of the data analysis and decision module, and the user interface module provides an interface for user interaction with the system, through which the user can control and monitor the device.
Preferably, the sensor module comprises an original supply device and a renewable energy device, the original supply device is provided with a lithium battery, the renewable energy device comprises a solar photovoltaic panel and a wind generator, the sensor module is provided with a built-in processor, and the sensor module performs preliminary processing and analysis on the original data acquired by the sensor module through a set algorithm.
Preferably, the monitoring and optimizing energy module is combined with the energy management technology to optimize energy production, energy transmission, energy storage and energy use of the energy storage device, and adjusts energy consumption of different devices according to energy supply conditions and priorities, and the monitoring and optimizing energy module monitors energy consumption conditions and provides real-time energy use information and feedback to a user through the user interface module.
Preferably, the communication module is equipped with wireless communication technology including Wi-Fi and bluetooth, and performs data transmission based on 5G technology, and the encryption privacy protection employs SSL data encryption technology, which is a protocol for protecting network communication security, and employs digital certificate authentication during transmission of data, and the SSL data encryption technology uses encryption and authentication mechanisms to ensure that data transmitted between a client and a server is not eavesdropped, tampered, or forged during transmission.
Preferably, the cloud platform and the edge computing module comprise a cloud platform module and an edge computing module, the cloud platform module is responsible for scheduling and distributing intelligent tasks, the intelligent tasks are distributed to edge devices for processing, the cloud platform module receives data from a plurality of edge devices and performs data aggregation and analysis, and the edge computing module moves part of data processing and decision-making functions to the vicinity of the devices.
Preferably, the data analysis and decision module comprises a data analysis module and an intelligent decision module, wherein the data analysis module is provided with a database for data storage and management, the data analysis module receives the data transmitted by the sensor module and explores modes, trends and correlations in the data by utilizing a data analysis and mining technology, and the data analysis module applies a fault diagnosis and prediction technology to monitor equipment states and performance indexes and detect potential faults and abnormal conditions;
preferably, the intelligent decision module provides intelligent decision support according to the analysis result and the prediction model;
preferably, the data analysis and decision module is provided with a visualization and reporting module that generates visualized charts, dashboards and reports and presents the analysis results to the user in an intuitive and easy to understand manner.
Preferably, the execution module performs operations in decision results by communicating with a control device, including an actuator, a driver and a switch, and the execution module converts a control instruction generated by the data analysis and decision module into a specific operation command, interacts with the device, automatically performs the control operation according to a preset rule and strategy, and sends feedback information back to the data analysis and decision module for evaluation and adjustment by monitoring the state and effect of the execution operation, and simultaneously monitors the working state and performance index of the device, detects faults and abnormal conditions in time, and performs quick response and adjustment execution operation.
Preferably, the user interface module adopts a graphical user interface to present functions and information of the system, and a user can perform interactive operation on the graphical interface through a mouse and a touch screen device, the graphical interface comprises a menu, a button, a slider, text box elements, a chart and an image visualization component, the user interface module is used for displaying real-time system state information, including sensor data, equipment state and alarm information, the user interface module provides functions of a user control device, including a switch device, adjustment parameters and setting timing tasks, the user interface module can display reports and analysis results and alarm notifications generated by the data analysis and decision module, and the user interface module is provided with a personalized setting unit and a user feedback unit.
Compared with the prior art, the invention has the advantages that:
(1) According to the invention, an ARM Cortex-M0 type processor is arranged in the sensor, and a filtering algorithm, a calibration algorithm, a data compression algorithm and a feature extraction algorithm are used for carrying out preliminary processing and analysis on raw data acquired by the sensor module, so that the pressure and delay of data transmission are effectively reduced, renewable energy equipment is arranged, and the monitoring and optimizing energy module carries out energy scheduling according to the energy production condition and the requirement, stores redundant renewable energy, releases the redundant renewable energy when required, balances the energy supply and the energy demand, realizes the efficient utilization and saving of the energy, and accords with the sustainable development system concept.
(2) In the invention, SSL data encryption technology is adopted when data is transmitted and stored, and besides encrypting data, SSL also uses a Message Authentication Code (MAC) and a Hash function (Hash) to carry out integrity protection on the data, so that whether any data is tampered in the transmission process can be detected, and the data security in the communication process can be effectively protected.
(3) In the invention, the cloud platform module is responsible for scheduling and distributing intelligent tasks, and distributes proper tasks to the edge devices for processing, and the cloud platform module receives data from a plurality of edge devices and performs data aggregation and analysis, and global view and insight can be obtained by intensively processing and analyzing the data of the edge devices, so that decision and control are further optimized, and response speed is effectively improved.
(4) In the invention, the execution module is responsible for monitoring the state and effect of execution operation, and transmits feedback information back to the data analysis and decision module for evaluation and adjustment, thereby realizing closed-loop control, continuously optimizing decision and operation, effectively ensuring the stability and performance of the system, and being provided with personalized settings, user feedback and system alarm notification in the user interface module, optimizing system processing and effectively improving the system experience of the user.
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FIG. 1 is a schematic diagram of the overall system of the present invention.
Description of the embodiments
Example 1:
the current intelligent regulation and control system can be applied to more types of sensors to assist system regulation and control along with the development of the Internet of things, but simultaneously, the energy consumption of the system is gradually increased along with the increase of the sensors and the data of data analysis and decision processing, so that more energy sources can be consumed, and the system does not accord with the environment-friendly and sustainable development concepts.
Referring to fig. 1, an intelligent regulation and control system based on the internet of things of 5G messages comprises a sensor module, a monitoring and optimizing energy module, a communication module, a cloud platform and edge calculation module, a data analysis and decision module, an execution module and a user interface module;
the sensor module is used for collecting and collecting various environmental data in the environment based on the Internet of things, the collected environmental data are transmitted through the communication module based on a 5G message technology and are sent to the cloud platform and the edge computing module, the sensor module is provided with renewable energy equipment and is provided with a built-in processor and an algorithm, the monitoring and optimizing energy module is used for managing energy storage equipment in combination with an energy management technology, and the energy storage equipment comprises an optical energy conversion storage battery and a wind energy conversion storage battery;
the cloud platform and the edge computing module receive sensor data, store, process and provide the sensor data to the data analysis and decision module, and in the process of data transmission between the communication module and the sensor module and between the cloud platform and the edge computing module, encryption privacy protection is arranged, and the data analysis and decision module analyzes and processes the sensor data in real time;
the execution module executes the control sensor module according to the instruction of the data analysis and decision module, and the user interface module provides an interface for the user to interact with the system, so that the user can control and monitor the equipment through the interface.
As a further aspect of the invention: the sensor module comprises original supply equipment and renewable energy equipment, the original supply equipment is provided with a lithium battery, the model is a polymer lithium battery 5012203, the renewable energy equipment comprises a solar photovoltaic panel and a wind power generator, the solar photovoltaic panel is matched with a light energy conversion storage battery to perform light energy conversion and utilization, the wind power generator is matched with the wind energy conversion storage battery to perform wind energy conversion and utilization, the sensor module is provided with a built-in processor, the model is ARM Cortex-M0, the ARM Cortex-M0 has low power consumption, high efficiency and small volume, the sensor module is suitable for Internet of things equipment, and the sensor module is provided with a filtering algorithm, a calibration algorithm, a data compression algorithm and a feature extraction algorithm, and primary processing and analysis are performed on raw data acquired by the sensor module.
As a further aspect of the invention: the monitoring and optimizing energy module is combined with an energy management technology to optimize energy production, energy transmission, energy storage and energy use of the energy storage equipment, the monitoring and optimizing energy module can conduct energy scheduling according to energy production conditions and requirements, redundant renewable energy sources are stored, released when needed so as to balance energy supply and demand, stable energy supply is provided, energy consumption of different equipment is adjusted according to the energy supply conditions and priorities, namely, conversion energy of a solar photovoltaic panel and a wind generator can be preferentially used in places with low use frequency, the conversion energy is preferentially used in places with high use frequency and is used as standby energy to be stored, and the monitoring and optimizing energy module monitors the energy consumption conditions and provides real-time energy use information and feedback for users through the user interface module;
the monitoring and optimizing energy module ensures the maximum utilization of renewable energy sources by monitoring and optimizing the generation and use of energy sources, and reduces the dependence on traditional energy sources.
Specifically, the sensor module with ARM Cortex-M0 model carries out smoothing treatment on data through a built-in filtering algorithm, unnecessary fluctuation or interference is removed, accuracy and stability of the data are improved, and the sensor module calibrates the original data acquired by the sensor through a built-in calibration algorithm. The sensor module performs compression coding on data through a built-in data compression algorithm to reduce the data quantity to a smaller size, and simultaneously maintains the restorability and certain precision of the data.
Example 2:
in the embodiment 1, the monitoring and optimizing energy module is combined with the energy management technology to optimize the energy production, the energy transmission, the energy storage and the energy use of the energy storage device, and the monitoring and optimizing energy module can perform energy scheduling according to the energy production condition and the requirement, store the redundant renewable energy, release the redundant renewable energy when required, balance the energy supply and the requirement, provide stable energy supply, adjust the energy consumption of different devices according to the energy supply condition and the priority, monitor and optimize the energy consumption, realize the efficient utilization and the saving of the energy, and accord with the concept of the sustainable development system.
Referring to fig. 1, in conjunction with the basis of embodiment 1, a communication module is equipped with a wireless communication technology including Wi-Fi and bluetooth, and performs data transmission based on a 5G technology, and encryption privacy protection adopts an SSL data encryption technology and digital certificate authentication during data transmission, where the SSL data encryption technology is a protocol for protecting network communication security, and the SSL data encryption technology uses encryption and authentication mechanisms to ensure that data transmitted between a client and a server is not eavesdropped, tampered or forged during transmission, and specific steps include a handshake phase: the client side and the server handshake to negotiate encryption algorithm and key; key exchange: in the handshake phase, the client and the server negotiate a generated session key for subsequent data encryption and decryption; data encryption and decryption: after the handshake phase is completed, the client and the server use the negotiated session key to encrypt and decrypt data. In order to further strengthen the protection of data, the SSL data encryption technology also uses a Message Authentication Code (MAC) and a Hash function (Hash) to carry out integrity protection on the data, so that whether any data is tampered in the transmission process can be detected, and a client can verify a certificate sent by a server to ensure the validity, the effectiveness and the authenticity of the certificate. The verification process includes checking the signature, expiration date, and issuing authority of the certificate.
Specifically, when data is transmitted and stored, an SSL data encryption technology is adopted, that is, a client sends a protocol version, an encryption algorithm list and a random number to a server, the server selects an encryption algorithm and sends a digital certificate to the client, the certificate contains a public key of the server, the client verifies the validity of the certificate, then generates a random number for encrypting a session key, encrypts the random number by using the public key of the server, then the client sends the encrypted random number to the server, so as to ensure that only the server can decrypt the random number, then uses an asymmetric encryption algorithm (RSA) to perform key exchange, the client and the server use the negotiated session key to encrypt and decrypt data, so that data is not eavesdropped in the transmission process, and besides encrypting the data, SSL also uses a Message Authentication Code (MAC) and a Hash function (Hash) to perform integrity protection on the data, so that whether any data is tampered in the transmission process can be detected, and the data security in the communication process can be effectively protected.
Example 3:
as mentioned in embodiment 2, SSL data encryption technology is adopted during data transmission and storage, and besides encrypting data, SSL uses Message Authentication Codes (MAC) and Hash functions (Hash) to perform integrity protection on the data, so that it can detect whether any data is tampered during transmission, so that the data security during communication can be effectively protected, and further optimization needs to be performed on the aspects of cloud platform and edge computing module, data analysis and decision module, execution module and user interface module in terms of overall efficiency and use experience of the system.
Referring to fig. 1, in combination with the bases of embodiment 1 and embodiment 2, the cloud platform and the edge computing module include a cloud platform module and an edge computing module, the cloud platform module is responsible for scheduling and distributing intelligent tasks, distributing appropriate tasks to edge devices for processing, by combining edge computing and the cloud platform, the optimal distribution and resource utilization of tasks can be realized, the overall efficiency and performance of the system are improved, and the cloud platform module receives data from a plurality of edge devices, performs data aggregation and analysis, can obtain global views and insights by centrally processing and analyzing the data of the edge devices, further optimizes decision and control, the edge computing module moves partial data processing and decision functions to the vicinity of the devices, and the sensor module on the edge devices can perform some basic data processing and analysis, screens and filters data, extracts key information, and transmits the processed data to the cloud platform module, so that the data amount transmitted to the cloud can be reduced, and the response speed is improved, and the sensor module on the edge devices can perform local decision and control, data preprocessing and feature extraction and data and storage, and the data processing and storage delay of the cloud computing module can be provided to the computing module to the vicinity of the devices, and the edge computing module can perform data processing and storage delay;
the combination of the cloud platform and the edge calculation can realize distributed calculation and data processing, so that the response speed of the system is improved, the delay is reduced, and the burden of cloud data transmission and processing is reduced.
As a further aspect of the invention: the data analysis and decision module comprises a data analysis module and an intelligent decision module, wherein the data analysis module is provided with a database for data storage and management, and the data storage and management is used for storing and managing collected data. These data may be historical data or real-time data. The manner in which data is stored and managed may include relational databases, time series databases, and distributed storage systems, with the data analysis module receiving the data transmitted by the sensor module and utilizing data analysis and mining techniques to explore patterns, trends, and associations in the data, including statistical analysis, machine learning, data mining, and timing analysis. The data analysis and mining technology is used for extracting useful information and knowledge from a large amount of data for subsequent decision making, and the data analysis module applies fault diagnosis and prediction technology to monitor equipment states and performance indexes, detect potential faults and abnormal conditions, predict possible fault occurrence in advance, and help to take measures in time and reduce the influence and loss caused by equipment faults;
and the intelligent decision module provides intelligent decision support according to the analysis result and the prediction model. By combining the analysis result with the business rules and strategies, the module can automatically generate decision suggestions or directly make decisions so as to realize the automation and optimization of the system;
and the data analysis and decision module is provided with a visualization and report module which generates a visualized chart, a visualized instrument panel and a visualized report and presents the analysis result to a user in an intuitive and easy-to-understand manner. This facilitates visual analysis of the data by the user and the acquisition of insight and decision support therefrom.
As a further aspect of the invention: the execution module converts the decision result into an actual action by cooperating with the sensor module, the monitoring and optimizing energy module, the data analysis and decision module and the user interface module, and the execution module performs operations in the decision result by communicating with the control device, including the actuator, the driver and the switch, which may include adjusting parameters of the device, controlling the switching state of the device and adjusting the output power. The execution module converts the control instruction generated by the data analysis and decision module into a specific operation command, interacts with the equipment, automatically executes control operation according to preset rules and strategies without manual intervention, thereby realizing real-time control of the system, and the execution module carries out evaluation and adjustment by monitoring the state and effect of the execution operation and transmitting feedback information back to the data analysis and decision module, thus realizing closed-loop control, continuously optimizing decision and operation, ensuring the stability and performance of the system, simultaneously monitoring the working state and performance index of the equipment by the execution module, detecting faults and abnormal conditions in time, and carrying out quick response and adjustment execution operation.
As a further aspect of the invention: the user interface module adopts a graphic user interface to present the functions and information of the system, and a user can carry out interactive operation on the graphic interface through a mouse and a touch screen device, the graphic interface comprises a menu, buttons, a sliding block, text box elements, a chart and an image visualization component, the user interface module is used for displaying real-time system state information comprising sensor data, equipment state and alarm information, the user can monitor the running condition of the system in real time through the interface and timely take measures or adjust equipment parameters, the user interface module provides the functions of a user control device, including a switch device, adjustment parameters and set timing tasks, the user can directly operate the equipment through the interface to realize the control and adjustment of the system, the user interface module can display reports and analysis results generated by the data analysis and decision-making module and alarm notices, wherein the reports and analysis results comprise charts, graphs and abstracts, help users to know the results of data analysis, the performance and trend of the system and the improvement and optimization advice of the system, and when the system detects abnormal conditions or important events, the alarm notices help to timely notice the users and provide corresponding processing advice, and the user interface module for user setting and personalized configuration is provided with a personalized setting unit and a user feedback unit, and allows the users to perform system setting and personalized configuration, including equipment parameter setting, alarm threshold adjustment and user authority management. The user can customize the system according to the own needs and preferences, and in addition, the user interface module provides channels for user feedback and communication, so that the user can issue questions, suggestions or report faults to a system administrator or technical support team.
Specifically, the cloud platform module is responsible for scheduling and distributing intelligent tasks, and the cloud platform module receives data from a plurality of edge devices for processing, and performs data aggregation and analysis, global view and insight can be obtained through centralized processing and analysis of the data of the edge devices, decision making and control are further optimized, the edge computing module moves partial data processing and decision making functions to the vicinity of the devices, the sensor module on the edge devices can perform basic data processing and analysis, screen and filter the data, extract key information, and transmit the processed data to the cloud platform module, so that the data volume transmitted to a cloud can be reduced, the response speed is improved, the cloud platform can perform intelligent task scheduling and distribution, and distributes the appropriate tasks to the edge devices for processing, the overall efficiency and the performance of the system can be improved through combination of edge computing and cloud platform, the sensor module on the edge devices performs local decision making and control through built-in processors and algorithms, the cloud platform-dependent instructions are not needed, the faster response and the more efficient control are realized, the cloud platform-based control can be interrupted by the cloud platform, and the cloud platform can also be interrupted by the cloud platform, and the cloud platform can be used for storing the data in the same way, and the cloud platform can be interrupted by the cloud platform can be continuously or the cloud platform can be saved;
the data analysis and mining technology is utilized to explore modes, trends and correlations in the data during data analysis and decision making, and then by combining analysis results with business rules and strategies, a module can automatically generate decision suggestions or directly make decisions so as to realize the automation and optimization of a system for subsequent decision making;
the execution module adjusts the output power by adjusting parameters of the device, controlling the switching state of the device, and the like. The execution module converts the control instruction generated by the decision module into a specific operation command, interacts with the equipment to realize real-time control of the system, is responsible for monitoring the state and effect of the execution operation, and transmits feedback information back to the data analysis and decision module for evaluation and adjustment. Closed-loop control is realized, decision and operation are optimized continuously, and stability and performance of the system are ensured effectively;
the user interface module is provided with a graphical interface and provides interactive functions, the graphical interface is provided with personalized settings, user feedback and system alarm notification, and the interactive functions are as follows: the user may interact with the visualization elements through scaling, filtering, sorting, etc. operations to gain more insight and explore the possibilities of the data.
The foregoing has shown and described the basic principles, principal features and advantages of the invention. It will be understood by those skilled in the art that the present invention is not limited to the above-described embodiments, and that the above-described embodiments and descriptions are only preferred embodiments of the present invention, and are not intended to limit the invention, and that various changes and modifications may be made therein without departing from the spirit and scope of the invention as claimed. The scope of the invention is defined by the appended claims and equivalents thereof.
Claims (6)
1. An intelligent regulation and control system based on 5G message thing networking, its characterized in that: an intelligent regulation and control system based on the 5G message Internet of things comprises a sensor module, a monitoring and optimizing energy module, a communication module, a cloud platform and edge calculation module, a data analysis and decision module, an execution module and a user interface module;
the sensor module is used for collecting and collecting various environmental data in the environment based on the Internet of things, the collected environmental data are transmitted by the communication module based on a 5G message technology and are sent to the cloud platform and the edge computing module, the sensor module is provided with renewable energy equipment and is provided with a built-in processor and an algorithm, the monitoring and optimizing energy module is used for managing energy storage equipment in combination with an energy management technology, and the energy storage equipment comprises a light energy conversion storage battery and a wind energy conversion storage battery;
the cloud platform and the edge computing module receive sensor data, store, process and provide the sensor data to the data analysis and decision module, encryption privacy protection is arranged in the data transmission process between the communication module and the sensor module and between the cloud platform and the edge computing module, and the data analysis and decision module analyzes and processes the sensor data in real time;
the execution module executes and controls the sensor module according to the instruction of the data analysis and decision module, the user interface module provides an interface for the interaction of a user and a system, and the user can control and monitor equipment through the interface;
the sensor module comprises original supply equipment and renewable energy equipment, the original supply equipment is provided with a lithium battery, the renewable energy equipment comprises a solar photovoltaic panel and a wind power generator, the sensor module is provided with a built-in processor, and the sensor module performs primary processing and analysis on original data acquired by the sensor module through a set algorithm;
the monitoring and optimizing energy module is combined with the energy management technology to optimize energy production, energy transmission, energy storage and energy use of the energy storage equipment, and adjusts energy consumption of different equipment according to energy supply conditions and priorities, and the monitoring and optimizing energy module monitors energy consumption conditions and provides real-time energy use information and feedback for users through the user interface module.
2. The intelligent regulation and control system based on the 5G message Internet of things according to claim 1, wherein: the communication module is provided with wireless communication technologies including Wi-Fi and Bluetooth, and performs data transmission based on a 5G technology, and the encryption privacy protection adopts an SSL data encryption technology and digital certificate authentication in the data transmission process, wherein the SSL data encryption technology is a protocol for protecting network communication security, and the SSL data encryption technology uses encryption and authentication mechanisms to ensure that data transmitted between a client and a server are not eavesdropped, tampered or forged in the transmission process.
3. The intelligent regulation and control system based on the 5G message Internet of things according to claim 1, wherein: the cloud platform module is responsible for scheduling and distributing intelligent tasks, distributing proper tasks to edge equipment for processing, receiving data from a plurality of edge equipment, and carrying out data aggregation and analysis, and the edge computing module moves partial data processing and decision-making functions to the vicinity of the equipment.
4. The intelligent regulation and control system based on the 5G message Internet of things according to claim 1, wherein: the data analysis and decision module comprises a data analysis module and an intelligent decision module, wherein the data analysis module is provided with a database for data storage and management, the data analysis module receives data transmitted by the sensor module, explores modes, trends and correlations in the data by utilizing a data analysis and mining technology, the data analysis module applies a fault diagnosis and prediction technology, monitors equipment states and performance indexes and detects potential faults and abnormal conditions, the intelligent decision module provides intelligent decision support according to analysis results and a prediction model, and the data analysis and decision module is provided with a visualization and reporting module, and the visualization and reporting module generates a visual chart, a visual instrument panel and a visual report and presents the analysis results to a user in an intuitive and easily understood mode.
5. The intelligent regulation and control system based on the 5G message Internet of things according to claim 1, wherein: the execution module is communicated with the control equipment and comprises an executor, a driver and a switch, the operation in the decision result is executed, the execution module converts the control instruction generated by the data analysis and decision module into a specific operation command, interacts with the equipment, automatically executes the control operation according to a preset rule and strategy, and the execution module evaluates and adjusts the data analysis and decision module by monitoring the state and effect of the execution operation and transmitting feedback information back to the data analysis and decision module, and meanwhile, the execution module monitors the working state and performance index of the equipment, timely detects faults and abnormal conditions, and rapidly responds and adjusts the execution operation.
6. The intelligent regulation and control system based on the 5G message Internet of things according to claim 1, wherein: the user interface module adopts a graphical user interface to present functions and information of the system, a user can conduct interactive operation on the graphical interface through a mouse and a touch screen device, the graphical interface comprises a menu, buttons, a sliding block, text box elements, a chart and an image visualization component, the user interface module is used for displaying real-time system state information, including sensor data, equipment states and alarm information, the user interface module provides functions of user control equipment, including a switch device, adjustment parameters and setting timing tasks, the user interface module can display reports and analysis results and alarm notices generated by the data analysis and decision module, and the user interface module is provided with a personalized setting unit and a user feedback unit.
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