CN116192601A - Cloud edge end cooperative control system based on electric power Internet of things - Google Patents

Cloud edge end cooperative control system based on electric power Internet of things Download PDF

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Publication number
CN116192601A
CN116192601A CN202310437357.5A CN202310437357A CN116192601A CN 116192601 A CN116192601 A CN 116192601A CN 202310437357 A CN202310437357 A CN 202310437357A CN 116192601 A CN116192601 A CN 116192601A
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data
equipment
control system
power
electric power
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CN116192601B (en
Inventor
张春梅
蔡徽
蔡春元
江疆
于恒友
姜绍艳
许兴雀
李辉明
王振刚
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Zhongshan Power Supply Bureau of Guangdong Power Grid Co Ltd
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Zhongshan Power Supply Bureau of Guangdong Power Grid Co Ltd
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/04Network management architectures or arrangements
    • H04L41/044Network management architectures or arrangements comprising hierarchical management structures
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/02Standardisation; Integration
    • H04L41/024Standardisation; Integration using relational databases for representation of network management data, e.g. managing via structured query language [SQL]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/04Network management architectures or arrangements
    • H04L41/042Network management architectures or arrangements comprising distributed management centres cooperatively managing the network
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/14Network analysis or design
    • H04L41/145Network analysis or design involving simulating, designing, planning or modelling of a network
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/12Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
    • H04L67/125Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks involving control of end-device applications over a network
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y04INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04SSYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
    • Y04S10/00Systems supporting electrical power generation, transmission or distribution
    • Y04S10/50Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications

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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Databases & Information Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Telephonic Communication Services (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The invention relates to the technical field of cloud edge end coordination of the Internet of things, and discloses a cloud edge end coordination management and control system based on the Internet of things. The system comprises an acquisition layer, a network layer and an application layer; the acquisition layer is used for acquiring relevant power data of each edge node in real time; the network layer comprises an MQTT protocol module and a public information model management module; the MQTT protocol module is used for realizing information release and subscription between the cloud platform and the edge node; the public information model management module is used for managing related power data through a planning database based on CIM modeling ideas; the application layer comprises a cloud platform; the cloud platform is used for carrying out real-time online monitoring on related power data and forming a detection report, and providing a detection report interface application service. The invention effectively solves the pain points of the current electric power management and control system based on the electric power internet of things technology in the aspects of data real-time acquisition and violation inspection supervision.

Description

Cloud edge end cooperative control system based on electric power Internet of things
Technical Field
The invention relates to the technical field of cloud edge end coordination of the Internet of things, in particular to a cloud edge end coordination management and control system based on the electric power Internet of things.
Background
At present, although the application and development of the electric power internet of things technology in an electric power management and control system provide basic guarantee for the intellectualization of various electric power business, a plurality of pain points to be solved urgently still exist.
On one hand, although the gradual development and application of the technology of the electric power internet of things promote a large number of sensors to be widely deployed to each link of an electric power system, at present, the types of equipment of each department of an electric power network are more and relatively independent, and how to quickly access heterogeneous electric power network equipment to realize real-time acquisition of data still needs to be solved.
On the other hand, along with the rapid development of the power grid, the power construction sites are gradually increased, the pressure of power construction safety control is greatly increased, and the traditional monitoring safety control mode relying on manpower cannot adapt to and meet new requirements.
Disclosure of Invention
The invention provides a cloud edge end cooperative control system based on an electric power internet of things, which solves the technical problem that the existing electric power control system based on the electric power internet of things technology has pain points in the aspects of data real-time acquisition and violation inspection supervision.
The invention provides a cloud edge end cooperative control system based on an electric power Internet of things, which comprises an acquisition layer, a network layer and an application layer which are sequentially connected;
the acquisition layer is used for acquiring relevant power data of each edge node in real time;
the network layer is used for realizing the access and transmission of the related power data; the network layer comprises an MQTT protocol module and a public information model management module; the MQTT protocol module is used for realizing information release and subscription between the cloud platform and the edge node; the public information model management module is used for managing the related power data through a planning database based on CIM modeling ideas;
the application layer comprises the cloud platform; the cloud platform is used for carrying out real-time online monitoring on the related power data, forming a corresponding detection report according to the obtained monitoring result and providing a detection report interface application service.
According to one implementation manner of the invention, the public information model management module comprises a database unit, a general component unit, a business service unit and a user presentation unit;
the database unit is used as a basis for whole data management and sharing and comprises a planning database based on CIM modeling ideas;
the universal assembly unit is provided with a plurality of universal assemblies;
the business service unit is used for providing release display, power supply access evaluation, load change evaluation and planning evaluation of various data;
the user presentation unit is used for providing a platform for application work for a user; the users of the platform on which the application works are classified into a leader, a system administrator and a general user.
According to one implementation of the invention, the data types in the planning database include socioeconomic resource data, basic geographical data, grid data, operational data, typical equipment parameter data, engineering data, and financial data;
the social economic resource data comprise economic development conditions, energy resource conditions and overall power resource condition data of different years and areas;
the basic geographic data comprises geographic coordinates of geographic elements, geographic features and various sites and equipment;
the power grid data comprise line data, power transformation equipment data, power plant scale data and reliability index data;
the operation data comprise load and electric quantity data;
the typical equipment parameter data comprise parameter data of preset typical equipment;
the engineering data comprise project reserve planning data and process data from power grid planning to investment planning;
the financial data comprises basic parameter data of investment analysis, power transmission price calculation and internet power price calculation.
According to one implementation manner of the invention, when the cloud platform monitors the related power data in real time on line, the cloud platform is specifically used for searching the related power data according to the power equipment identifier and the data acquisition time, comprehensively inquiring equipment account data, equipment name, running time, running place, monitoring data, environmental data and geographic information data in the related power data, and performing fusion association on multi-element data related to equipment to be monitored based on the obtained inquiry result, and extracting features.
According to one implementation manner of the invention, the application layer further comprises a detection device mobile terminal;
the detection equipment mobile terminal is used for providing functions including reminding and inquiring power equipment when the acquisition layer transmits data;
the detection equipment mobile terminal is provided with a mobile service port for checking the state of the corresponding power equipment.
According to one implementation manner of the invention, the detection equipment mobile terminal is connected with the cloud platform;
the detection equipment mobile terminal is also used for mining the position information, the running state information and the video flow information of the corresponding power equipment and transmitting mining analysis results including the use condition and the use efficiency of the corresponding power equipment to the cloud platform;
the cloud platform is also used for correlating mining results of the field data of the primary and secondary equipment, overhaul auxiliary decision data and field safety auxiliary data, and establishing an artificial intelligent analysis and detection sample library of the illegal behaviors.
According to one implementation manner of the invention, the application layer further comprises a detection equipment background management and control system;
the detection equipment background management and control system is used for carrying out information management, service management, statistical inquiry and information reminding on the type of specific equipment, and carrying out statistical analysis on the state data of the power equipment to obtain corresponding mature data meeting the requirements of operation maintainers.
According to one implementation manner of the invention, the detection equipment background management and control system is provided with a system service port for viewing real-time field work videos.
According to one implementation manner of the invention, the detection equipment background management and control system is connected with the cloud platform;
the detection equipment background management and control system is also used for safely accessing the historical video data of the field working video to the cloud platform so as to check the video information by the cloud platform.
According to one implementation of the invention, the system further comprises a presentation layer;
the display layer is used for converting the related power data into corresponding graphic or image data by using a visualization technology, a computer graphics and an image processing technology, and realizing the display of the graphic or image data on a monitoring display large screen and a preset intelligent terminal device.
From the above technical scheme, the invention has the following advantages:
the system comprises an acquisition layer, a network layer and an application layer which are sequentially connected; the acquisition layer is used for acquiring relevant power data of each edge node in real time; the network layer is used for realizing the access and transmission of the related power data; the network layer comprises an MQTT protocol module and a public information model management module; the MQTT protocol module is used for realizing information release and subscription between the cloud platform and the edge node; the public information model management module is used for managing the related power data through a planning database based on CIM modeling ideas; the application layer comprises a cloud platform; the cloud platform is used for carrying out real-time online monitoring on the related power data, forming a corresponding detection report according to the obtained monitoring result and providing a detection report interface application service; according to the invention, cloud side information interaction is realized by utilizing an MQTT protocol module and a public information model management module based on multiple dynamic scenes of 'cloud-side-end' cooperation of the electric power system, unified expression of edge terminal equipment data and complete representation of the edge terminal equipment data are realized through mapping of the protocol and the model, and furthermore, real-time violation inspection supervision is realized through real-time online monitoring of related electric power data by a cloud platform, so that pain points existing in the aspects of real-time data acquisition and violation inspection supervision of the electric power management and control system based on the electric power Internet of things technology at present are effectively solved.
Drawings
In order to more clearly illustrate the embodiments of the invention or the technical solutions of the prior art, the drawings which are used in the description of the embodiments or the prior art will be briefly described, it being obvious that the drawings in the description below are only some embodiments of the invention, and that other drawings can be obtained from these drawings without inventive faculty for a person skilled in the art.
Fig. 1 is a structural connection block diagram of a cloud edge end cooperative management and control system based on an electric power internet of things according to an alternative embodiment of the present invention;
FIG. 2 is a block diagram illustrating the structural connections of a common information model management module according to an alternative embodiment of the present invention;
FIG. 3 is a block diagram illustrating the structural connections of an application layer according to an alternative embodiment of the present invention;
fig. 4 is a block diagram of structural connection of a cloud edge end cooperative management and control system based on an electric power internet of things according to another alternative embodiment of the present invention.
Reference numerals:
1-an acquisition layer; 2-network layer; 3-application layer; 4-a display layer; 21-MQTT protocol module; 22-a public information model management module; 31-cloud platform; 32-detecting the equipment mobile terminal; 33-a background management and control system of the detection equipment; a 221-database unit; 222-universal component unit; 223-business service unit; 224-user presentation unit.
Detailed Description
The embodiment of the invention provides a cloud edge end cooperative control system based on an electric power internet of things, which is used for solving the technical problem that the existing electric power control system based on the electric power internet of things technology has pain points in the aspects of data real-time acquisition and violation inspection supervision.
In order to make the objects, features and advantages of the present invention more comprehensible, the technical solutions in the embodiments of the present invention are described in detail below with reference to the accompanying drawings, and it is apparent that the embodiments described below are only some embodiments of the present invention, but not all embodiments of the present invention. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
The invention provides a cloud edge end cooperative management and control system based on an electric power Internet of things.
Referring to fig. 1, fig. 1 shows a block diagram of structural connection of a cloud edge end cooperative management and control system based on an electric power internet of things according to an embodiment of the present invention.
The cloud edge end cooperative management and control system based on the electric power Internet of things comprises an acquisition layer 1, a network layer 2 and an application layer 3 which are sequentially connected;
the acquisition layer 1 is used for acquiring relevant power data of each edge node in real time;
the network layer 2 is used for realizing access and transmission of the related power data; the network layer 2 comprises an MQTT protocol module 21 and a public information model management module 22; the MQTT protocol module 21 is configured to implement information publishing and subscribing between the cloud platform 31 and the edge node; the public information model management module 22 is used for managing the related power data through a planning database based on CIM modeling ideas;
the application layer 3 includes the cloud platform 31; the cloud platform 31 is configured to perform real-time online monitoring on the relevant power data, form a corresponding detection report according to the obtained monitoring result, and provide a detection report interface application service.
In this embodiment, the acquisition layer 1 can implement an interface function with a physical device. The acquisition layer 1 can complete the acquisition of the power related data through a sensor connected with or installed on the tested power equipment.
MQTT (Message Queuing Telemetry Transport, message queue telemetry transport protocol), a "lightweight" communication protocol based on publish/subscribe mode, has the greatest advantage of providing real-time reliable message service to remotely connected devices with very little code and limited bandwidth. The Common Information Model (CIM) is an abstract model that describes all the main objects of a power enterprise, particularly those related to power operation. In this embodiment, the network layer 2 includes an MQTT protocol module 21 and a public information model management module 22, and by mapping between the protocols and the models, unified expression of data of the edge terminal device and complete characterization of data information of the terminal device are achieved.
The network layer 2 may transmit corresponding data through different communication networks according to application requirements of an upper layer. As a specific implementation manner, the network layer 2 realizes information publishing and subscribing between the cloud platform 31 and the edge node through the MQTT protocol module 21 according to cloud edge interaction data requirements issued by the application layer 3.
In the embodiment of the invention, based on a plurality of dynamic scenes of 'cloud-edge-end' collaboration of the electric power system, cloud edge information interaction is realized by utilizing the MQTT protocol module 21 and the public information model management module 22, unified expression of edge terminal equipment data and complete representation of the edge terminal equipment data are realized through mapping of protocols and models, and furthermore, real-time violation inspection supervision is realized through real-time online monitoring of related electric power data by the cloud platform 31, so that pain points of the electric power management and control system based on the electric power Internet of things technology in the aspects of data real-time acquisition and violation inspection supervision are effectively solved.
The data packet format content of the MQTT protocol module 21 includes a fixed header, a variable header and a message body, where the fixed header exists in all MQTT data packets and represents the type of the data packet and the packet class identifier of the data packet, such as connection, publishing, subscribing or heartbeat; the variable header exists in part of the MQTT data packet and belongs to optional contents; the message body also exists in a part of the MQTT data packet and represents specific content received by the client.
In one implementation, as shown in fig. 2, the public information model management module 22 includes a database unit 221, a general component unit 222, a business service unit 223, and a user presentation unit 224;
the database unit 221 serves as a basis for overall data management and sharing, and comprises a planning database based on CIM modeling ideas;
the universal component unit 222 has a plurality of universal components built thereon;
the business service unit 223 is used for providing release display, power access evaluation, load change evaluation and planning evaluation of various data;
the user performance unit 224 is configured to provide a platform for application work for a user; the users of the platform on which the application works are classified into a leader, a system administrator and a general user.
The general component unit 222 is a base of the business service unit 223, and the general component can be constructed by extracting similar functions on the basis of each functional module.
In one manner that can be implemented, the data types in the planning database include socioeconomic resource data, base geography data, grid data, operational data, typical equipment parameter data, engineering data, and financial data;
the social economic resource data comprise economic development conditions, energy resource conditions and overall power resource condition data of different years and areas;
the basic geographic data comprises geographic coordinates of geographic elements, geographic features and various sites and equipment;
the power grid data comprise line data, power transformation equipment data, power plant scale data and reliability index data;
the operation data comprise load and electric quantity data;
the typical equipment parameter data comprise parameter data of preset typical equipment;
the engineering data comprise project reserve planning data and process data from power grid planning to investment planning;
the financial data comprises basic parameter data of investment analysis, power transmission price calculation and internet power price calculation.
The load and electric quantity data specifically comprise electric quantity, electric quantity constitution, maximum load and year/day load curves.
In one implementation manner, when the cloud platform 31 monitors the relevant power data online in real time, the cloud platform is specifically configured to search the relevant power data according to a power equipment identifier and a data acquisition time, comprehensively query equipment ledger data, an equipment name, a running time, a running place, monitoring data, environment data and geographic information data in the relevant power data, and perform fusion association on multiple data related to equipment to be monitored based on an obtained query result, and perform feature extraction.
In this embodiment, the cloud platform 31 is used to fuse and extract the characteristics of the related multi-source heterogeneous power data collected during the monitoring process of the power system, which is beneficial to improving the monitoring efficiency.
In one implementation, as shown in fig. 3, the application layer 3 further includes a detection device mobile terminal 32;
the detection device mobile terminal 32 is used for providing functions including reminding and inquiring power equipment when the acquisition layer 1 transmits data;
the detection device mobile terminal 32 is provided with a mobile service port, which can perform personnel login and device positioning, and related personnel can check the state of corresponding power equipment.
In this embodiment, the setting of the mobile terminal 32 of the detection device can facilitate the relevant power operation and maintenance personnel to determine the state of the power device in real time, so that the power device can be overhauled in time when the corresponding power device fails, and intelligent management and control of the power device is realized.
In one implementation manner, the detection device mobile terminal 32 is connected to the cloud platform 31;
the detection device mobile terminal 32 is further configured to mine position information, running state information, and video traffic information of the corresponding power device, and transmit a mining analysis result including a use condition and a use efficiency of the corresponding power device to the cloud platform 31;
the cloud platform 31 is further configured to correlate mining results of the primary and secondary device field data, overhaul auxiliary decision data and field safety auxiliary data, and establish an artificial intelligent analysis and detection sample library of the violation behaviors.
Note that, the data mining algorithm specifically used by the mobile terminal 32 of the detection device may refer to the prior art, and in this embodiment, this is not limited.
In the embodiment, a good data base can be laid for intelligent inspection management and control of the illegal behaviors by establishing an artificial intelligent analysis detection sample library of the illegal behaviors.
In one implementation, as shown in fig. 3, the application layer 3 further includes a detection device background management and control system 33;
the detection device background management and control system 33 is used for performing information management, service management, statistical query and information reminding on the type of the specific device, and performing statistical analysis on the state data of the power device to obtain corresponding mature data meeting the requirements of operation maintenance personnel.
In one implementation, the detection device background management system 33 is provided with a system service port for viewing live video.
In one implementation, the detection device backend control system 33 is connected to the cloud platform 31;
the detection device background management and control system 33 is further configured to securely access historical video data of a live working video to the cloud platform 31, so that the cloud platform 31 performs video information inspection.
In this embodiment, through the monitoring of video information, real-time regulation violation inspection and supervision can be realized, and through the video information inspection by the cloud platform 31, the problems that inspection manpower is insufficient and full field coverage is not possible can be effectively solved.
It should be noted that, the specific data analysis algorithm for the cloud platform 31 to check the video information may refer to the prior art, which is not limited in this embodiment.
In one possible implementation, as shown in fig. 4, the system further includes a presentation layer 4 on the basis of the system shown in fig. 1;
the display layer 4 is used for converting the related power data into corresponding graphic or image data by using a visualization technology, a computer graphics and an image processing technology, and realizing the display of the graphic or image data on a monitoring display large screen and a preset intelligent terminal device.
In this embodiment, the display layer 4 is utilized to display and classify the running state of the power equipment in real time, so that relevant management and control personnel can conveniently and quickly know the running state of the power equipment.
The above embodiments are only for illustrating the technical solution of the present invention, and not for limiting the same; although the invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims (10)

1. The cloud edge end cooperative control system based on the electric power Internet of things is characterized by comprising an acquisition layer, a network layer and an application layer which are sequentially connected;
the acquisition layer is used for acquiring relevant power data of each edge node in real time;
the network layer is used for realizing the access and transmission of the related power data; the network layer comprises an MQTT protocol module and a public information model management module; the MQTT protocol module is used for realizing information release and subscription between the cloud platform and the edge node; the public information model management module is used for managing the related power data through a planning database based on CIM modeling ideas;
the application layer comprises the cloud platform; the cloud platform is used for carrying out real-time online monitoring on the related power data, forming a corresponding detection report according to the obtained monitoring result and providing a detection report interface application service.
2. The cloud edge end cooperative control system based on the electric power internet of things according to claim 1, wherein the public information model management module comprises a database unit, a general component unit, a business service unit and a user presentation unit;
the database unit is used as a basis for whole data management and sharing and comprises a planning database based on CIM modeling ideas;
the universal assembly unit is provided with a plurality of universal assemblies;
the business service unit is used for providing release display, power supply access evaluation, load change evaluation and planning evaluation of various data;
the user presentation unit is used for providing a platform for application work for a user; the users of the platform on which the application works are classified into a leader, a system administrator and a general user.
3. The cloud-edge collaborative management and control system based on the electric power internet of things according to claim 2, wherein the data types in the planning database include socioeconomic resource data, base geographic data, grid data, operational data, typical equipment parameter data, engineering data, and financial data;
the social economic resource data comprise economic development conditions, energy resource conditions and overall power resource condition data of different years and areas;
the basic geographic data comprises geographic coordinates of geographic elements, geographic features and various sites and equipment;
the power grid data comprise line data, power transformation equipment data, power plant scale data and reliability index data;
the operation data comprise load and electric quantity data;
the typical equipment parameter data comprise parameter data of preset typical equipment;
the engineering data comprise project reserve planning data and process data from power grid planning to investment planning;
the financial data comprises basic parameter data of investment analysis, power transmission price calculation and internet power price calculation.
4. The cloud edge collaborative management and control system based on the electric power internet of things according to claim 1, wherein the cloud platform is specifically configured to search the relevant electric power data according to an electric power equipment identifier and a data acquisition time when performing real-time online monitoring on the relevant electric power data, comprehensively query equipment account data, equipment name, running time, running place, monitoring data, environmental data and geographic information data in the relevant electric power data, and perform fusion association on multivariate data related to equipment to be monitored based on an obtained query result, and perform feature extraction.
5. The cloud edge end cooperative control system based on the electric power internet of things according to claim 1, wherein the application layer further comprises a detection device mobile terminal;
the detection equipment mobile terminal is used for providing functions including reminding and inquiring power equipment when the acquisition layer transmits data;
the detection equipment mobile terminal is provided with a mobile service port for checking the state of the corresponding power equipment.
6. The cloud edge end cooperative control system based on the electric power internet of things according to claim 5, wherein the detection equipment mobile terminal is connected with the cloud platform;
the detection equipment mobile terminal is also used for mining the position information, the running state information and the video flow information of the corresponding power equipment and transmitting mining analysis results including the use condition and the use efficiency of the corresponding power equipment to the cloud platform;
the cloud platform is also used for correlating mining results of the field data of the primary and secondary equipment, overhaul auxiliary decision data and field safety auxiliary data, and establishing an artificial intelligent analysis and detection sample library of the illegal behaviors.
7. The cloud edge end cooperative control system based on the electric power internet of things according to claim 1, wherein the application layer further comprises a detection equipment background control system;
the detection equipment background management and control system is used for carrying out information management, service management, statistical inquiry and information reminding on the type of specific equipment, and carrying out statistical analysis on the state data of the power equipment to obtain corresponding mature data meeting the requirements of operation maintainers.
8. The cloud edge end cooperative control system based on the electric power internet of things according to claim 7, wherein the detection equipment background control system is provided with a system service port for viewing real-time field work videos.
9. The cloud edge end cooperative control system based on the electric power internet of things according to claim 7, wherein the detection equipment background control system is connected with the cloud platform;
the detection equipment background management and control system is also used for safely accessing the historical video data of the field working video to the cloud platform so as to check the video information by the cloud platform.
10. The cloud edge end cooperative control system based on the electric power internet of things according to any one of claims 1-9, wherein the system further comprises a display layer;
the display layer is used for converting the related power data into corresponding graphic or image data by using a visualization technology, a computer graphics and an image processing technology, and realizing the display of the graphic or image data on a monitoring display large screen and a preset intelligent terminal device.
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Cited By (3)

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CN117097766A (en) * 2023-10-18 2023-11-21 厦门海辰储能科技股份有限公司 Data monitoring method and data monitoring device of energy storage system
CN117240887A (en) * 2023-10-13 2023-12-15 山东平安电气集团有限公司 Wisdom thing networking energy management platform system
CN117692489A (en) * 2024-02-02 2024-03-12 深圳市丰润达科技有限公司 Data acquisition system and method

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