CN114745404A - Multi-source data fusion-based intelligent terminal and method for power internet of things - Google Patents
Multi-source data fusion-based intelligent terminal and method for power internet of things Download PDFInfo
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- Y04S40/12—Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them characterised by data transport means between the monitoring, controlling or managing units and monitored, controlled or operated electrical equipment
- Y04S40/128—Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them characterised by data transport means between the monitoring, controlling or managing units and monitored, controlled or operated electrical equipment involving the use of Internet protocol
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Abstract
The invention discloses an electric power Internet of things intelligent terminal and method based on multi-source data fusion, and relates to the technical field of electric power Internet of things intelligent terminals. In order to solve most electric power terminal at present can't be with data interconnection such as smart electric meter, low-voltage circuit breaker, reactive power compensator, electric automobile fill electric pile, aqueous vapor heat metering device and user's intelligence house, the data acquisition scope is narrower, can't realize comprehensive perception, the lower problem of intelligent level. According to the intelligent terminal and the intelligent method for the power internet of things based on multi-source data fusion, on the basis of data received by a cloud platform, intelligent power distribution, intelligent power utilization, an intelligent park and comprehensive energy service development are established, accurate perception meeting requirements of users is achieved jointly, deep perception and accurate control requirements of household appliance levels are met, a technical scheme is provided for accurate operation monitoring, intelligent control and source network charge collaborative operation of power utilization equipment, and the current power utilization safety and energy consumption management problems are solved.
Description
Technical Field
The invention relates to the technical field of intelligent terminals of an electric power internet of things, in particular to an intelligent terminal and method of the electric power internet of things based on multi-source data fusion.
Background
The pressure of Chinese energy demand is huge, the energy supply is restricted more, the technical level of energy is generally backward, and the energy production and consumption seriously damage the ecological environment. Meanwhile, along with the great trend of world energy transformation, China, as an energy country and a responsible country, has a major task of promoting technical innovation, promoting regional energy transformation and realizing sustainable development. Therefore, the power internet of things is a necessary product for energy structure transformation in China. However, the smart terminal of the power internet of things in the market still has the following problems:
1. the fire disaster with the highest proportion is caused by electrical reasons, mainly because of the problems of short circuit of electric wires, poor contact, aging of electrical equipment, poor quality of electrical equipment, illegal operation, overload power utilization and the like, thereby causing a great deal of economic loss and casualties;
2. safety power utilization and safety power utilization management systems are complementary all the time, the coverage range of safety power utilization is large, however, the power utilization safety awareness of users is poor, and managers cannot supervise the power utilization in place in real time, so that the situation of improper power utilization is caused;
3. most power terminals can't be with data interconnection such as smart electric meter, low voltage circuit breaker, reactive power compensator, electric automobile fill electric pile, aqueous vapor heat metering device and user's intelligence house, and the data acquisition scope is narrower, can't realize comprehensive perception, and intelligent level is lower at present.
Disclosure of Invention
The invention aims to provide an electric power Internet of things intelligent terminal and method based on multi-source data fusion, which establish intelligent power distribution, intelligent power utilization and intelligent park and develop comprehensive energy service on the basis of data received by a cloud platform, commonly realize accurate perception met by a user, meet deep perception and accurate control requirements of household electrical appliances, provide a technical scheme for accurate operation monitoring, intelligent control and source network load cooperative operation of electric equipment, and solve the problems of current power utilization safety and energy consumption management so as to solve the problems provided in the background technology.
In order to achieve the purpose, the invention provides the following technical scheme:
the utility model provides an electric power thing networking wisdom terminal based on multisource data fusion, including intelligent terminal, the intelligent terminal both sides are provided with the mount pad respectively, the mounting hole has been seted up respectively at the mount pad both ends, intelligent terminal one side is provided with local communication binding post respectively, the intelligent terminal opposite side is provided with communication interface respectively, switching value input interface, analog input interface, relay output interface, ethernet interface and wireless communication interface, intelligent terminal carries out the data interaction through wireless communication signal and cloud platform, the cloud platform carries out signal transmission through wireless communication signal and intelligent mobile terminal respectively and is connected.
Furthermore, a central processor is installed in the intelligent terminal and comprises a terminal communication module, a terminal acquisition module, a terminal data temporary storage module and an equipment image monitoring module, the terminal acquisition module acquires terminal data, the temporary storage module temporarily stores the data acquired by the terminal acquisition module, and the equipment image monitoring module monitors the power equipment and the environment abnormal conditions in real time and transmits the data to the cloud platform through the terminal communication module.
Furthermore, the terminal communication module comprises a wired and wireless data transmission channel and covers a 2G/3G/4G network, and the diversified data acquisition of the terminal acquisition module comprises a multi-serial port and lora/433MHZ/Zigbee diversified wireless acquisition data.
Further, the cloud platform comprises a data statistics and analysis module, an energy efficiency analysis module, an energy consumption early warning module, an equipment monitoring management module, a database management module and a mobile terminal display module, the data statistics and analysis module is used for carrying out statistics on received data, the received data comprises electric quantity and non-electric quantity data, and carrying out contrastive analysis on the data and historical data, the energy consumption early warning module is used for carrying out energy consumption calculation on the data after statistics and analysis in a classified manner, the data comprises electric quantity, water quantity, gas quantity, centralized cooling and heating quantity and other energy consumption, the database management module is used for storing and managing the received data in a classified manner, a data base is provided for the data statistics and analysis module and the energy efficiency analysis module, and the mobile terminal display module is used for carrying out report statistics and display on the data and generating a table.
Further, the database management module is composed of structured data, unstructured data and cache data, the structured data comprises terminal device position data, configuration data, to-be-checked data and professional knowledge data, the unstructured data comprises transformer substation, circuit, public transformer, special transformer, user and marketing service resource information, and the cache data comprises business data stored in the application database and applied at the front end and the back end.
Furthermore, the mobile terminal display module comprises a partition display module, a fault alarm reminding module, a maintenance management module, an energy consumption reporting module and a targeted monitoring module, the partition display module performs report statistics on the received and analyzed energy consumption data according to different organization modes such as a subentry mode, a region mode, a department mode and the like, the fault alarm reminding module performs abnormal fault alarm on equipment after receiving abnormal information monitored by the equipment monitoring management module, the maintenance management module stores the equipment management maintenance information and generates a table, the quality and the service life of the equipment are calculated according to maintenance management conditions, the energy consumption reporting module analyzes the energy consumption service condition of a user through multi-dimensional statistics, and the targeted monitoring module performs independent real-time monitoring on high-energy-consumption equipment in the energy consumption reporting module.
Furthermore, the partition display module simultaneously provides a data visualization function for the energy consumption data after the receiving and analyzing through a pie chart, a bar chart, a curve chart and a stacking chart.
Further, cloud platform organizational structure is by the perception layer, the platform layer, network layer and application layer constitute, the perception layer includes the ammeter, the guide rail table, the water gauge, gas table and intelligent terminal, the ammeter, the guide rail table, the water gauge, gas table and intelligent terminal carry out multisource data acquisition, the perception layer provides the data basis for the platform layer, the platform layer includes intelligent gateway, intelligent gateway carries out analysis processes, the network layer carries out the secure network transmission, the platform layer will handle the data after the analysis and carry to the application layer through the network layer, the application layer includes mobile phone and computer, the application layer carries out the show of data result.
The invention provides another technical scheme, and an implementation method of an electric power internet of things intelligent terminal based on multi-source data fusion comprises the following steps:
the method comprises the following steps: the intelligent terminal is connected with the data acquisition terminal through the local communication wiring terminal and each communication interface respectively, supports multiple acquisition modes, and transmits the acquired data to the cloud platform through wired and wireless data transmission channels;
step two: the cloud platform carries out statistical analysis on received data through a data statistical analysis module and an energy efficiency analysis module, decomposes power load components through a pattern recognition algorithm to realize a subentry metering function, an energy consumption early warning module carries out early warning on energy consumption, an equipment monitoring management module monitors terminal equipment in real time, power failure is actively reported, scene abnormal image snapshot and data transmission are combined when abnormality occurs, and power equipment and environment abnormal conditions are monitored in real time;
step three: the database management module is used for carrying out classification management on data, providing a large number of multi-source data bases for the data statistics analysis module and the energy efficiency analysis module, improving data monitoring analysis efficiency by utilizing an informatization means, providing standardized data service through data fusion for the mobile terminal display module, supporting rapid construction and iteration as required of various applications, and providing abundant visual data for users.
Furthermore, in the third step, the mobile terminal display module transmits signals with the intelligent mobile terminal, the intelligent mobile terminal is directly connected with the intelligent terminal through matched APP client software by adopting wireless signals, and the running condition of the power equipment is checked on site in real time.
Compared with the prior art, the invention has the beneficial effects that:
1. according to the intelligent terminal and the intelligent terminal method for the power internet of things based on multi-source data fusion, the intelligent terminal provides a communication channel through the multiple interface wiring terminals, the acquisition range is expanded, the acquisition elements are increased, the intelligent terminal is matched with a traditional power distribution terminal and intelligent switch equipment for use or is independently installed for use, and unified monitoring and management are performed on power equipment.
2. According to the intelligent terminal and the intelligent method for the power internet of things based on multi-source data fusion, the online rate of equipment is improved through an efficient equipment internal networking mechanism, the central processor meets data acquisition of various modes, power equipment and environment abnormal conditions are monitored in real time, a better platform and a better way are provided for perfection and innovation of power management, and the safety, the reliability and the economy of power application are effectively improved.
3. According to the intelligent terminal and the intelligent method for the power internet of things based on the multi-source data fusion, intelligent power distribution, intelligent power utilization and intelligent park are established and comprehensive energy services are developed on the basis of data received by a cloud platform, accurate perception which meets the requirements of users is achieved, deep perception and accurate control requirements of household appliances are met, a technical scheme is provided for accurate operation monitoring, intelligent control and source-grid-load cooperative operation of power utilization equipment, and the problems of current power utilization safety and energy consumption management are solved.
4. According to the intelligent terminal and the method for the power internet of things based on multi-source data fusion, the energy consumption early warning module sends early warning information in a multi-channel mode, so that management personnel and users can conveniently conduct visual, informatization and controllable management of electrical safety anytime and anywhere, the power consumption consciousness of the users is further improved, the database management module provides information guarantee for a cloud platform, the energy consumption using conditions of the users are statistically analyzed in a multi-dimensional mode, high-energy-consumption equipment is monitored independently in real time, the using flexibility is greatly improved, the pertinence is high, electrical fire accidents are prevented, the power-related accidents are reduced, and the technical guarantee level of safety production is continuously improved.
Drawings
FIG. 1 is a perspective view of an intelligent terminal of the present invention;
FIG. 2 is another perspective view of the intelligent terminal of the present invention;
FIG. 3 is an overall module topology of the present invention;
FIG. 4 is a diagram of a central processor module of the present invention;
FIG. 5 is a block diagram of a cloud platform of the present invention;
FIG. 6 is a schematic diagram of a database management module of the present invention;
FIG. 7 is a schematic diagram of a display module of the mobile terminal according to the present invention;
FIG. 8 is a schematic diagram of a cloud platform organization architecture according to the present invention.
In the figure: 1. an intelligent terminal; 12. a mounting base; 13. mounting holes; 14. a local communication connection terminal; 15. a communication interface; 16. a switching value input interface; 17. an analog input interface; 18. a relay output interface; 19. an Ethernet interface; 2. a wireless communication interface; 3. a wireless communication signal; 4. a cloud platform; 41. a data statistical analysis module; 42. an energy efficiency analysis module; 43. an energy consumption early warning module; 44. a device monitoring management module; 45. a database management module; 451. structuring the data; 452. unstructured data; 453. caching data; 46. a mobile terminal display module; 461. a partition display module; 462. a fault alarm reminding module; 463. a maintenance management module; 464. an energy consumption reporting module; 465. a targeted monitoring module; 5. a central processor; 51. a terminal communication module; 52. a terminal acquisition module; 53. a terminal data temporary storage module; 54. an equipment image monitoring module; 6. an intelligent mobile terminal.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1-3, an electric power internet of things intelligent terminal based on multi-source data fusion comprises an intelligent terminal 1, wherein two sides of the intelligent terminal 1 are respectively provided with a mounting base 12, two ends of the mounting base 12 are respectively provided with a mounting hole 13, one side of the intelligent terminal 1 is respectively provided with a local communication terminal 14, the other side of the intelligent terminal 1 is respectively provided with a communication interface 15, a switching value input interface 16, an analog input interface 17, a relay output interface 18, an ethernet interface 19 and a wireless communication interface 2, the intelligent terminal 1 performs data interaction with a cloud platform 4 through a wireless communication signal 3, the cloud platform 4 is respectively connected with an intelligent mobile terminal 6 through the wireless communication signal 3, the intelligent terminal 1 provides a communication channel through a plurality of arranged interface terminals, expands the acquisition range, increases the acquisition element, and is matched with a traditional power distribution terminal and an intelligent switch device or is independently installed and used, the power equipment is uniformly monitored and managed, and the online rate of the equipment is improved through an efficient equipment internal networking mechanism;
referring to fig. 4-5, a central processor 5 is installed in an intelligent terminal 1, the central processor 5 includes a terminal communication module 51, a terminal acquisition module 52, a terminal data temporary storage module 53 and a device image monitoring module 54, the terminal communication module 51 includes a wired and wireless data transmission channel covering a 2G/3G/4G network, the terminal acquisition module 52 collects multiple data including multiple serial ports and lora/433MHZ/Zigbee multiple wireless acquisition data, and satisfies various modes of data acquisition, the terminal acquisition module 52 performs terminal data acquisition, the temporary storage module 53 temporarily stores data acquired by the terminal acquisition module 52, the device image monitoring module 54 performs real-time monitoring on power devices and environment abnormal conditions, and transmits the data to a cloud platform 4 through the terminal communication module 51, the cloud platform 4 includes a data statistical analysis module 41, The energy efficiency analysis module 42, the energy consumption early warning module 43, the equipment monitoring management module 44, the database management module 45 and the mobile terminal display module 46, the data statistic analysis module 41 counts the received data, the received data comprises electric quantity and non-electric quantity data, and contrasts and analyzes the data with historical data, the energy consumption calculation is carried out on the data after statistic analysis by the energy consumption early warning module 43 in a classified manner, including electric quantity, water quantity, gas quantity, centralized cooling and heating quantity and other energy consumption, the database management module 45 stores and classifies the received data, a data base is provided for the data statistic analysis module 41 and the energy efficiency analysis module 42, the mobile terminal display module 46 carries out report statistics and display on the data and generates a table, the central processor 5 expands the collection range through multiple collection modes, increases the collection elements, and provides a better platform and way for the improvement and innovation of electric energy management, the security, the reliability, the economic nature of effectual electric energy application that has promoted, on the data basis of receiving through cloud platform 4, establish intelligent power distribution, intelligent power consumption, the wisdom garden, develop comprehensive energy service, also can establish effective interdynamic with the user, solve current power consumption safety and energy consumption management difficult problem, energy consumption early warning module 43 multichannel sends early warning information, be convenient for managers and user carry out electric safety's visualization, informationization and with controllable management anytime and anywhere, further improve user safety power consumption consciousness.
Referring to fig. 6-8, the database management module 45 is composed of structured data 451, unstructured data 452, and cache data 453, the structured data 451 includes terminal device location data, configuration data, pending data, and professional knowledge data, the unstructured data 452 includes transformer substation, line, public transformer, private transformer, user, and marketing service resource information, the cache data 453 includes service data of front and back end applications stored in an application database, and provides information support for the cloud platform 4, the mobile terminal display module 46 includes a partition display module 461, a fault alarm reminding module 462, a maintenance management module 463, an energy consumption reporting module 464, and a targeted monitoring module 465, the partition display module 461 performs report statistics on the received and analyzed energy consumption data according to different organization modes such as partition, area, and department, and the partition display module 461 provides report statistics on the received and analyzed energy consumption data through a pie chart, a report on the received and analyzed energy consumption data through a pie chart, and a report on the received and analyzed energy consumption data through a directed monitoring module 465 The data visualization function of the histogram, the graph and the stacking chart is visual in display and convenient for users to make decisions, the fault alarm reminding module 462 carries out abnormal fault alarm on the equipment after receiving the abnormal information monitored by the equipment monitoring management module 44, the maintenance management module 463 stores the equipment management and maintenance information and generates a table, the equipment quality and the service life are calculated according to the maintenance management condition, the energy consumption reporting module 464 analyzes the energy consumption condition of the users through multidimensional statistics, the targeted monitoring module 465 carries out independent real-time monitoring on high-energy-consumption equipment in the energy consumption reporting module 464, the use flexibility is greatly improved, the pertinence is strong, the application range is expanded, the electric fire accidents are prevented, the electric accidents are reduced, the safety production technology guarantee level is continuously improved, the organization structure of the cloud platform 4 is composed of a perception layer, a sensing layer, a data collection layer, a data layer, a maintenance management module 463, a maintenance management module 463, a maintenance management module, a maintenance management module, a maintenance management module, The platform layer comprises an electric meter, a guide rail meter, a water meter, a gas meter and an intelligent terminal 1, the electric meter, the guide rail meter, the water meter, the gas meter and the intelligent terminal 1 collect multi-source data, the sensing layer provides data basis for the platform layer, the platform layer comprises an intelligent gateway, the intelligent gateway analyzes and processes, the network layer transmits a safety network, the platform layer transmits the processed and analyzed data to the application layer through the network layer, the application layer comprises a mobile phone and a computer, the application layer displays data results, the system architecture is perfect, the problem of data collection is solved through unified access of various terminal data, the information communication network is wide in coverage, large in connection, low in time delay and high in reliability, the problem of data transmission is solved, the unified thing connection management of the super-large-scale terminal, the cooperation of cloud computing and edge computing is solved, and the problem of data management is solved, the data fusion provides standardized data service, supports rapid construction and iteration as required of various applications, and solves the problem of data value creation.
A method for realizing an electric power Internet of things intelligent terminal based on multi-source data fusion comprises the following steps:
the method comprises the following steps: the intelligent terminal 1 is connected with the data acquisition terminal through the local communication wiring terminal 14 and each communication interface respectively, supports multiple acquisition modes, and transmits the acquired data to the cloud platform 4 through wired and wireless data transmission channels;
step two: the cloud platform 4 carries out statistical analysis on the received data through a data statistical analysis module 41 and an energy efficiency analysis module 42, decomposes the components of the power consumption load through a pattern recognition algorithm to realize a subentry metering function, carries out early warning on the power consumption by an energy consumption early warning module 43, monitors the terminal equipment in real time by an equipment monitoring management module 44, actively reports power failure, and carries out real-time monitoring on abnormal situations of the power equipment and the environment by combining snapshot of on-site abnormal images and data transmission when abnormality occurs;
step three: data management module 45 carries out classification management to data, for statistics of data analysis module 41 and energy efficiency analysis module 42 provide a large amount of multisource data basis, utilize the information-based means, promote data monitoring analysis efficiency, mobile terminal show module 46 provides standardized data service through data fusion, support the quick construction of all kinds of applications, iterate as required, provide abundant visual data for the user, mobile terminal show module 46 is through carrying out signal transmission with intelligent mobile terminal 6, intelligent mobile terminal 6 is through supporting APP client software, adopt wireless signal directly to be connected with intelligent terminal 1, the power equipment behavior is looked over in real time in the scene.
In summary, according to the intelligent terminal and the method for the power internet of things based on the multi-source data fusion, the intelligent terminal 1 provides a communication channel through a plurality of connecting terminals with various interfaces, expands the acquisition range, increases the acquisition elements, is used in combination with the traditional power distribution terminal and the intelligent switch equipment or independently installed and used, uniformly monitors and manages the power equipment, improves the online rate of the equipment through an efficient internal networking mechanism of the equipment, the central processor 5 meets the data acquisition of various modes, monitors the abnormal conditions of the power equipment and the environment in real time, provides a better platform and approach for the perfection and innovation of the power management, effectively improves the safety, reliability and economy of the power application, establishes intelligent power distribution, intelligent power utilization, park and comprehensive energy service on the basis of the data received by the cloud platform 4, and can also establish effective interaction with the user, the problem of current power consumption safety and energy consumption management is solved, the energy consumption early warning module 43 sends early warning information in multiple channels, managers and users can conveniently conduct visualization, informatization and controllable management of electrical safety at any time and any place, user safety power consumption consciousness is further improved, the database management module 45 provides information guarantee for the cloud platform 4, the mobile terminal display module 46 conducts report statistics according to different organization modes such as items, areas and departments, decision making is facilitated for the users, the users are helped to supervise the use conditions of various devices in real time, the multi-dimensional statistics and analysis on the use conditions of the energy consumption of the users are achieved, high-energy-consumption devices are monitored independently in real time, the use flexibility is greatly improved, the pertinence is strong, the application range is expanded, electrical fire accidents are prevented, the power-related accidents are reduced, and the safety production technical guarantee level is constantly improved.
The above description is only for the preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art should be able to cover the technical solutions and the inventive concepts of the present invention within the technical scope of the present invention.
Claims (10)
1. The utility model provides an electric power thing networking wisdom terminal based on multisource data fusion, includes intelligent terminal (1), its characterized in that: the intelligent terminal comprises an intelligent terminal (1), mounting seats (12) are arranged on two sides of the intelligent terminal (1), mounting holes (13) are formed in two ends of each mounting seat (12), a local communication wiring terminal (14) is arranged on one side of the intelligent terminal (1), a communication interface (15), a switching value input interface (16), an analog input interface (17), a relay output interface (18), an Ethernet interface (19) and a wireless communication interface (2) are arranged on the other side of the intelligent terminal (1), data interaction is carried out between the intelligent terminal (1) and a cloud platform (4) through wireless communication signals (3), and the cloud platform (4) is in signal transmission connection with an intelligent mobile terminal (6) through the wireless communication signals (3).
2. The intelligent terminal of the internet of things for electric power based on multi-source data fusion of claim 1, wherein: install central treater (5) in intelligent terminal (1), central treater (5) include terminal communication module (51), terminal acquisition module (52), terminal data temporary storage module (53) and equipment image monitoring module (54), terminal acquisition module (52) carry out terminal data acquisition, data that temporary storage module (53) gathered terminal acquisition module (52) are stored temporarily, equipment image monitoring module (54) carry out real time monitoring to power equipment and environmental anomaly, and with data transmission to cloud platform (4) through terminal communication module (51).
3. The intelligent terminal of the internet of things for electric power based on multi-source data fusion as claimed in claim 2, wherein: the terminal communication module (51) comprises wired and wireless data transmission channels and covers a 2G/3G/4G network, and the diversified data acquisition of the terminal acquisition module (52) comprises multiple serial ports and lora/433MHZ/Zigbee diversified wireless acquisition data.
4. The intelligent terminal of the internet of things for electric power based on multi-source data fusion as claimed in claim 2, wherein: the cloud platform (4) comprises a data statistics and analysis module (41), an energy efficiency analysis module (42), an energy consumption early warning module (43), an equipment monitoring management module (44), a database management module (45) and a mobile terminal display module (46), wherein the data statistics and analysis module (41) counts received data, the received data comprises electric quantity and non-electric quantity data, and contrasts and analyzes the data with historical data, the energy consumption calculation is carried out on the data classified and classified by the energy consumption early warning module (43) and comprises electric quantity, water quantity, gas quantity, concentrated cooling and heating quantity and other energy consumption, the database management module (45) stores and classifies the received data, a data base is provided for the data statistics and analysis module (41) and the energy efficiency analysis module (42), and the mobile terminal display module (46) carries out report statistics and display on the data, and generates a table.
5. The intelligent terminal of the internet of things for electric power based on multi-source data fusion as claimed in claim 4, wherein: the database management module (45) is composed of structured data (451), unstructured data (452) and cache data (453), the structured data (451) comprises terminal device position data, configuration data, pending audit data and professional knowledge data, the unstructured data (452) comprises transformer substation, circuit, public transformer, special transformer, user and marketing service resource information, and the cache data (453) comprises business data of front-end and back-end application stored in an application database.
6. The intelligent terminal of the internet of things for electric power based on multi-source data fusion as claimed in claim 4, wherein: the mobile terminal display module (46) comprises a partition display module (461), a fault alarm reminding module (462), a maintenance management module (463), an energy consumption report module (464) and a pertinence monitoring module (465), the partition display module (461) performs report statistics on the received and analyzed energy consumption data according to different organization modes of items, areas and departments, the fault alarm reminding module (462) receives abnormal information monitored by the equipment monitoring management module (44), an equipment abnormal fault alarm is carried out, a maintenance management module (463) stores equipment management and maintenance information and generates a table, and calculates the quality and the service life of the equipment according to the maintenance management condition, an energy consumption report module (464) analyzes the energy consumption use condition of the user through multi-dimensional statistics, and the targeted monitoring module (465) carries out independent real-time monitoring on the high-energy-consumption equipment in the energy consumption reporting module (464).
7. The intelligent terminal of the internet of things for electric power based on multi-source data fusion as claimed in claim 6, wherein: the subarea display module (461) simultaneously provides a data visualization function for receiving the analyzed energy consumption data through a pie chart, a bar chart, a curve chart and a stacking chart.
8. The intelligent terminal of the internet of things for electric power based on multi-source data fusion of claim 1, wherein: cloud platform (4) are by the perception layer, the platform layer, network layer and application layer constitute, the perception layer includes the ammeter, the guide rail table, the water gauge, gas table and intelligent terminal (1), the ammeter, the guide rail table, the water gauge, gas table and intelligent terminal (1) carry out multisource data acquisition, the perception layer provides the data basis for the platform layer, the platform layer includes intelligent gateway, intelligent gateway carries out analysis processes, the network layer carries out the security network transmission, the platform layer will handle the data after the analysis and carry to the application layer through the network layer, the application layer includes mobile phone and computer, the application layer carries out the show of data result.
9. The implementation method of the intelligent terminal of the internet of things based on multi-source data fusion as claimed in any one of claims 1 to 8, wherein: the method comprises the following steps:
the method comprises the following steps: the intelligent terminal (1) is connected with the data acquisition terminal through the local communication wiring terminal (14) and each communication interface respectively, supports multiple acquisition modes, and transmits the acquired data to the cloud platform (4) through wired and wireless data transmission channels;
step two: the cloud platform (4) carries out statistical analysis on received data through a data statistical analysis module (41) and an energy efficiency analysis module (42), decomposes an electric load component through a pattern recognition algorithm, realizes a subentry metering function, carries out early warning on energy consumption through an energy consumption early warning module (43), monitors terminal equipment in real time through an equipment monitoring management module (44), actively reports power failure, and carries out real-time monitoring on power equipment and environment abnormal conditions by combining snapshot of on-site abnormal images and data transmission when abnormality occurs;
step three: the database management module (45) carries out classification management on data, a large number of multi-source data bases are provided for the data statistics analysis module (41) and the energy efficiency analysis module (42), data monitoring analysis efficiency is improved by utilizing an informatization means, the mobile terminal display module (46) provides standardized data service through data fusion, rapid construction and iteration as required of various applications are supported, and abundant visual data are provided for users.
10. The method for implementing the intelligent terminal of the internet of things based on the multi-source data fusion as claimed in claim 9, wherein: aiming at the step three, the mobile terminal display module (46) performs signal transmission with the intelligent mobile terminal (6), the intelligent mobile terminal (6) adopts wireless signals to be directly connected with the intelligent terminal (1) through matched APP client software, and the operation condition of the power equipment is checked on site in real time.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115396476A (en) * | 2022-09-28 | 2022-11-25 | 广西自贸区见炬科技有限公司 | Thermoelectric internet of things system with high precision |
| CN116109096A (en) * | 2023-02-15 | 2023-05-12 | 广州智慧能源服务有限公司 | Intelligent energy data acquisition system and method based on Internet of things |
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115396476A (en) * | 2022-09-28 | 2022-11-25 | 广西自贸区见炬科技有限公司 | Thermoelectric internet of things system with high precision |
| CN116109096A (en) * | 2023-02-15 | 2023-05-12 | 广州智慧能源服务有限公司 | Intelligent energy data acquisition system and method based on Internet of things |
| CN116109096B (en) * | 2023-02-15 | 2023-08-15 | 广州智慧能源服务有限公司 | Intelligent energy data acquisition system and method based on Internet of things |
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