CN109672723A - Comprehensive energy application service system - Google Patents
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
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- H04L67/125—Protocols 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
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- G06Q10/06315—Needs-based resource requirements planning or analysis
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- G06Q50/06—Energy or water supply
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- H04L41/08—Configuration management of networks or network elements
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- H04L41/0813—Configuration setting characterised by the conditions triggering a change of settings
- H04L41/082—Configuration setting characterised by the conditions triggering a change of settings the condition being updates or upgrades of network functionality
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- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/08—Configuration management of networks or network elements
- H04L41/0893—Assignment of logical groups to network elements
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/10—Protocols in which an application is distributed across nodes in the network
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Abstract
The invention discloses a kind of comprehensive energy application service systems, including comprehensive energy application service cloud platform, intelligent management access gateway, energy intelligent terminal；The intelligent management access gateway is used to obtain the use information of energy intelligent terminal, the use information is analyzed and managed the analysis management information for generating intelligent management access gateway, and the analysis management information is uploaded to comprehensive energy application service cloud platform management；The intelligent management access gateway includes control module and edge calculations functional module；The control module acquires data on flows information, and flow data information is managed and is dispatched；The edge calculations functional module obtains the use information of the energy intelligent terminal, and the use information is handled and shown；The comprehensive energy application service cloud platform couples with the intelligent management access gateway, and cloud updates the intelligent management access gateway upgrade information.
Description
Technical field
The present invention relates to energy services fields, particularly relate to comprehensive energy application service system.
Background technique
Current comprehensive energy application service software is largely all deployed on the cloud platform of centralization, and all energy are set
All platform is handled and is responded the application request of standby terminal beyond the clouds.The energy device terminal of different function passes through access gateway
Finally it is connected with comprehensive energy application cloud platform, and the comprehensive energy application service software of cloud platform is usually whole with energy device
Farther out, data needed for cloud platform processes and response application service need to be from each energy device terminal for the application request distance at end
Upper acquisition, in addition energy source terminal number of devices be continuously increased and the continuous variation of energy source terminal equipment application scene, therefore
To the network bandwidth of energy resource system, network delay, the data computing capability of cloud platform and cloud platform data responding ability
Very high requirement is proposed, huge challenge is proposed for the investment of network construction and the platform construction of energy resource system.
Summary of the invention
In view of this, being accessed it is an object of the invention to propose a kind of comprehensive energy application service system in intelligent management
Gateway realizes partial service application service, rather than all application services are all deployed in comprehensive energy application service cloud and are put down
On platform, by intelligentized service application service function, comprehensive energy application service system is reduced to the comprehensive energy of network and cloud
The dependence of source application service cloud platform, to reduce the construction cost of network and system.
Based on above-mentioned purpose, the present invention provides comprehensive energy application service systems, including comprehensive energy application service cloud
Platform, intelligent management access gateway, energy intelligent terminal；
The intelligent management access gateway is used to obtain the use information of energy intelligent terminal, carries out to the use information
Analysis and management generate the analysis management information of intelligent management access gateway, and the analysis management information is uploaded to comprehensive energy
Source application service cloud platform management；Wherein, the use information include at least power information, with water information, with gas information, with heat
Information and/or use optical information；The analysis management information include at least terminal device operating status, terminal device working condition,
Terminal device with can total amount, terminal device with can be distributed, terminal device energy expense and/or terminal device energy consumption level；
The intelligent management access gateway includes control module and edge calculations functional module；The control module acquisition stream
Data information is measured, and flow data information is managed and is dispatched；The edge calculations functional module obtains the energy intelligence
The use information of energy terminal, and the use information is handled and shown；
The comprehensive energy application service cloud platform couples with the intelligent management access gateway, and cloud updates the intelligence
Manage access gateway upgrade information.
Further, the comprehensive energy application service cloud platform includes:
Energy panorama monitoring modular, for showing the operating condition of the energy intelligent terminal obtained；
Energy Coordination module, for controlling and dispatching the analysis management information of the intelligent management access gateway；
Assets O&M module, for the Capital operation maintenance strategy according to the comprehensive energy application service cloud platform, control
Make and manage the analysis management information of the intelligent management access gateway.
Further, the intelligent management access gateway further includes platform open interface module, communication protocol adaptable interface
Module, model adaptation module and security module.
Further, the energy intelligent terminal includes energy source Terminal Type, production of energy Terminal Type and energy consumption
Terminal Type, wherein energy source Terminal Type includes equipment monitoring device, cold and hot gauge table, ammeter, water meter and/or temperature and humidity sensing
Device；Production of energy Terminal Type includes combustion gas trilogy supply unit, heat pump unit, thermal storage electric boiler, photo-thermal power generation unit and/or wind energy
Generating set；Energy consumption Terminal Type includes air-conditioning, water heater, TV, refrigerator and/or illuminator.
Further, the edge calculations functional module includes:
Status monitoring submodule is transported for obtaining the use information of the energy intelligent terminal, and by the terminal device
Row status information is showed in user；
Wisdom regulates and controls submodule, the service requirement of the energy intelligent terminal for proposing according to user, described in control
Terminal device operating status and the terminal device working condition；
Demand response submodule, for the demand response strategy according to the comprehensive energy application service cloud platform, by intelligence
The analysis management information that access gateway can be managed is showed in user；
Energy submodule is orderly used, for using energy strategy according to the orderly of the comprehensive energy application service cloud platform, is controlled
The use information of the energy intelligent terminal of access, wherein use information include power information, with water information, with gas information,
With thermal information and/or use optical information；
Energy Efficiency Analysis submodule, the terminal device energy total amount of the energy intelligent terminal for comprehensive analysis access,
Terminal device with can be distributed, terminal device energy expense and/or terminal device energy consumption level, and show analysis result；
Scene linkage submodule, for the energy intelligent terminal of access being automatically controlled, wherein answering according to different application scene
It include night, daytime, weekend, usually and/or festivals or holidays with scene.
Further, the work that the control module is realized includes terminal device operating status real time monitoring, service security
Access intelligent control management, the secure and trusted access of multi-service, service exception behavioural analysis, the unified control of terminal, the unified pipe of resource
Control, user management and system administration.
From the above it can be seen that comprehensive energy application service system provided by the invention, accesses net in intelligent management
It closes and realizes partial service application service, rather than all application services are all deployed in comprehensive energy application service cloud platform
On, by intelligentized service application service function, comprehensive energy application service system is reduced to network and cloud comprehensive energy
The dependence of application service cloud platform, to reduce the construction cost of network and system；Energy management access gateway is by cloud
Comprehensive energy application service cloud platform is unified to be upgraded, and more convenient operation is more efficient；By the way that intelligent management access gateway is nearest
It is installed near energy intelligent terminal, reduces the application service response time, lifting system efficiency.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with
It obtains other drawings based on these drawings.
Fig. 1 is the schematic diagram of the embodiment of the present invention；
Fig. 2 is the supplement functional block diagram of the embodiment of the present invention；
Fig. 3 is the work flow diagram that wisdom of the embodiment of the present invention regulates and controls submodule；
Fig. 4 is the work flow diagram of demand response of embodiment of the present invention submodule；
Fig. 5 is the work flow diagram that the embodiment of the present invention orderly uses energy submodule；
Fig. 6 is the work flow diagram of Energy Efficiency Analysis of embodiment of the present invention submodule；
Fig. 7 is the work flow diagram of scene of embodiment of the present invention linkage submodule.
Specific embodiment
To make the objectives, technical solutions, and advantages of the present invention clearer, below in conjunction with specific embodiment, and reference
Attached drawing, the present invention is described in more detail.
Shown in referring to Figures 1 and 2, the present invention provides comprehensive energy application service systems, including comprehensive energy application clothes
Business cloud platform 1, intelligent management access gateway 2, energy intelligent terminal 3；
Intelligent management access gateway 2 is used to obtain the use information of energy intelligent terminal 3, to use information carry out analysis and
Management generates the analysis management information of intelligent management access gateway 2, and analysis management information is uploaded to comprehensive energy application clothes
Cloud platform 1 of being engaged in manages, wherein use information include at least power information, with water information, with gas information, with thermal information and/or use
Optical information；It is total with energy that analysis management information includes at least terminal device operating status, terminal device working condition, terminal device
Amount, terminal device with can be distributed, terminal device energy expense and/or terminal device energy consumption level；
Intelligent management access gateway 2 includes control module 4 and edge calculations functional module 5；It manages module 4 and acquires flow number
It is believed that breath, and flow data information is managed and is dispatched；Edge calculations functional module 5 obtains making for energy intelligent terminal 3
With information, and use information is handled and shown；
Comprehensive energy application service cloud platform 1 couples with the intelligent management access gateway 2, and cloud updates intelligent management and connects
2 upgrade information of function Access Gateway.
Comprehensive energy application service cloud platform 1 includes: energy panorama monitoring modular 6, for showing the energy obtained intelligence
The operating condition of terminal 3；Energy Coordination module 7, for controlling and dispatching the analysis management information of intelligent management access gateway 2；
Assets O&M module 8, for the Capital operation maintenance strategy according to comprehensive energy application service cloud platform 1, control and management intelligence
The analysis management information of access gateway 2 can be managed.
Intelligent management access gateway 2 further includes platform open interface module 9, communication protocol adaptable interface module 10, model
Adaptation module 11 and security module 12.
Energy intelligent terminal 3 includes energy source Terminal Type 13, production of energy Terminal Type 14 and energy consumption Terminal Type 15,
Wherein energy source Terminal Type 13 includes equipment monitoring device, cold and hot gauge table, ammeter, water meter and/or Temperature Humidity Sensor；Energy
It includes combustion gas trilogy supply unit, heat pump unit, thermal storage electric boiler, photo-thermal power generation unit and/or wind energy hair that source, which produces Terminal Type 14,
Motor group；Energy consumption Terminal Type 15 includes air-conditioning, water heater, TV, refrigerator and/or illuminator.
Edge calculations functional module 5 includes: status monitoring submodule 16, and the use for obtaining energy intelligent terminal 3 is believed
Breath, and terminal device running state information is showed in user；Wisdom regulates and controls submodule 17, the energy for proposing according to user
The service requirement of intelligent terminal 3, controlling terminal equipment running status and terminal device working condition；
Demand response submodule 18 will be intelligent for the demand response strategy according to comprehensive energy application service cloud platform 1
The analysis management information of management access gateway 2 is showed in user；
Orderly with energy submodule 19, for using energy strategy according to the orderly of comprehensive energy application service cloud platform 1, control is connect
The use information of the energy intelligent terminal 3 entered, wherein use information include power information, with water information, with gas information, with heat believe
Cease and/or use optical information；
Energy Efficiency Analysis submodule 20, terminal device the energy total amount, end of the energy intelligent terminal 3 for comprehensive analysis access
End equipment with can be distributed, terminal device energy expense and/or terminal device energy consumption level, and show analysis result；
Scene linkage submodule 21, for automatically controlling the energy intelligent terminal 3 of access according to different application scene,
Middle application scenarios include night, daytime, weekend, usually and/or festivals or holidays.
The work that control module 4 is realized includes terminal device operating status real time monitoring, service security access intelligent control
Management, the secure and trusted access of multi-service, service exception behavioural analysis, the unified control of terminal, the unified control of resource, user management and
System administration.
Intelligent management access gateway 2 and energy intelligent terminal 3 are installed nearby.
The action that intelligent management access gateway is realized is as follows:
Intelligent management access gateway passes through wired communication mode, including PLC, Ether-net, RS485, EPON and channel radio
Letter mode, including WiFI, 4G/5G, ZigBee, Lora access energy intelligent terminal.Intelligent management access gateway includes control
Module, model adaptation module, security module, edge calculations functional module, platform open interface module and communication protocol adaptation connect
Mouth mold block.
Control module comprehensive energy business is effectively managed, by data interconnection interface by energy intelligent terminal with it is comprehensive
It closes energy source use service cloud platform to be connected, to acquire data on flows information, realization is accessed, communicated, calculating and the pipe of storage resource
Reason and scheduling, so that energy intelligent terminal operating status real time monitoring, service security access intelligence control are realized in intelligent management access
Tubulation reason, the secure and trusted access of multi-service, service exception behavioural analysis, terminal and resource unified control, user management, system pipes
Reason etc..
Model adaptation module standardizes to energy intelligent terminal acquisition data, while the Model Extension for providing basis is former
Then, foundation is provided for alternative energy intelligent terminal Model Extension.Using the driving of business from top to bottom+data-driven phase from bottom to top
In conjunction with method, the combing of finishing service object and data of information system dictionary, determine data unified standard, across business association pass
It is principle, and reference world relevant industries master pattern, using the modeling technique of object-oriented, using normal form modeling method
Design unified common information model.
Security module is mainly used for the terminal authentication that energy intelligent terminal accesses secure and trusted access communications terminal, guarantees only
There is legal terminal to access network, including channel security submodule and service security submodule；Wherein channel security submodule, mainly
For accessing the safety of the data transmission channel of comprehensive hilllock energy source use service system by secure and trusted access communications terminal,
The modes such as data encryption can be taken in channel security, guarantee data safety of wireless data during air interface transmission channel；
Service security submodule is mainly used for energy intelligent terminal and accesses business in need of consideration when comprehensive hilllock energy source use service system
Safety certification, can be using modes such as aaa authentication, user right controls in service security.
The interface of platform open interface module and comprehensive energy application service cloud platform, including SNMP network management interface, state's net
The SG-CIM interface of standard, secure interface module, additionally support Restful, Web Service, MQTT, HTTP, XMPP,
The multiple interfaces such as Soap service terminal/SSAL/IPv6 are communicated with podium level.
Communication protocol adaptable interface module is supported and includes being carried on wireline communication network, including Ethernet, passive optical network
Network and cordless communication network, the various communications protocols including ZigBee, WiFi are adapted to, and the result after adaptation is transferred to
Layer module is handled.
Edge calculations functional module obtains the use information of energy intelligent terminal, and use information is handled and opened up
Show, the work of specific implementation is as follows:
Intelligent management access gateway supports numerous south orientation data-interfaces, including RS485, ZigBee, WiFi, CAN,
Ether-net, PLC and EPON etc. realize cold and hot measurement meter, ammeter, water meter, Temperature Humidity Sensor, equipment condition monitoring dress
It sets, production of energy unit includes combustion gas three-line machine, heat pump unit, electric heat storage, photovoltaic, wind-powered electricity generation etc., energy consuming equipment including empty
The access and management of all kinds of energy intelligent terminals such as tune, water heater, TV, refrigerator, illuminator, while being connect using intelligent management
The computing capability of function Access Gateway provides the ability of software service.Status monitoring, wisdom tune are provided by connection display or mobile phone
Control, demand response orderly use the functions such as energy, Energy Efficiency Analysis, scene linkage.The application program update of intelligent management access gateway by
Comprehensive energy application service system is by remotely realizing.Family or small range application only access net with one intelligent management of installation
It closes, realizes the service of user's comprehensive energy.When usage scenario range is big, more intelligent management access gatewaies can be installed, are in communication with each other,
Realize business function.
Wherein, status monitoring submodule is used to pass through intelligent management access gateway using the data monitored, to user
Show the operating status of energy intelligent terminal.
The workflow of wisdom regulation submodule is as shown in figure 3, user can be by being connected with intelligent management access gateway
Mobile phone or PC are carried out in situ operation, start or stop state to energy intelligent terminal immediately and instant operating condition is controlled
System；When needing to realize the operating status for coordinating numerous units for being distributed in various regions or terminal device, by disposing beyond the clouds comprehensive
It closes the operation of energy source use service system and generates operation reserve, and operation reserve is issued to intelligent management access gateway, intelligence is managed
It manages access gateway and operation reserve is converted to operational order, be issued in energy intelligent terminal, realize wisdom regulation.
The workflow of demand response submodule is as shown in figure 4, energy intelligent terminal is proposed to intelligent management access gateway
Demand, by disposing comprehensive energy application service cloud platform generation demand response strategy beyond the clouds, receiving in strategy comprising palpus need to
Device type of response, such as air-conditioning, water heater etc. and operation conditions, such as air-conditioning summer is asked to be not less than 26 DEG C, water heater stops
It only works, demand response strategy will be issued to intelligent management access gateway, intelligent management access gateway passes through operational order certainly
It is dynamic that the energy intelligent terminal accessed is carried out automatically controlling.
Orderly with the workflow of energy submodule as shown in figure 5, energy intelligent terminal is proposed to intelligent management access gateway
With can demand, by dispose comprehensive energy application service cloud platform operation beyond the clouds generate orderly with can strategy, include in strategy
It must receive device type of demand response, such as charging pile, floodlighting etc. and operation conditions, such as charging pile is forbidden filling to vehicle
Electricity closes floodlighting, will be orderly with energy policy distribution to intelligent management access gateway, and intelligent management access gateway passes through operation
Instruction automatically carries out automatically controlling the energy intelligent terminal accessed.
By orderly using energy situation with the accessed energy intelligent terminal of energy submodule automatic control, it is ensured that multiple terminals is simultaneously
When with energy, energy intelligent terminal operation conditions is efficiently errorless.
The workflow of Energy Efficiency Analysis submodule is as shown in fig. 6, energy intelligent terminal is proposed to intelligent management access gateway
Energy Efficiency Analysis demand, intelligent management access gateway to the energy intelligent terminal of access with can total amount, with can Annual distribution,
Comprehensive analysis, feedback analysis result are carried out with energy expense, energy consumption level etc..
The workflow of scene linkage submodule is as shown in fig. 7, energy intelligent terminal is proposed to intelligent management access gateway
Linkage demand, for different scenes, such as night or daytime, weekend or working day, intelligent management access gateway is to access
Energy intelligent terminal carries out automation control.Such as when night, intelligent management access gateway directly opens the street lamp of access
It opens；When daytime, intelligent management access gateway directly closes the street lamp of access；When weekend, the unlatching of intelligent management access gateway is connect
The community's fountain sight entered and music broadcast.
Realize in different scenes to the automation control of energy intelligent terminal solve the energy by scene linkage submodule
Intelligent terminal application scenarios range is more and more wider, and variation tends to complicated problem.
Claims (6)
1. comprehensive energy application service system, which is characterized in that accessed including comprehensive energy application service cloud platform, intelligent management
Gateway, energy intelligent terminal；
The intelligent management access gateway is used to obtain the use information of energy intelligent terminal, analyzes the use information
The analysis management information of intelligent management access gateway is generated with management, and the analysis management information is uploaded to comprehensive energy and is answered
It is managed with service cloud platform；Wherein, the use information include at least power information, with water information, with gas information, use thermal information
And/or use optical information；The analysis management information includes at least terminal device operating status, terminal device working condition, terminal
If reserved energy total amount, terminal device with can be distributed, terminal device energy expense and/or terminal device energy consumption level；
The intelligent management access gateway includes control module and edge calculations functional module；The control module acquires flow number
It is believed that breath, and flow data information is managed and is dispatched；The edge calculations functional module obtains the energy intelligence eventually
The use information at end, and the use information is handled and shown；
The comprehensive energy application service cloud platform couples with the intelligent management access gateway, and cloud updates the intelligent management
Access gateway upgrade information.
2. comprehensive energy application service system according to claim 1, which is characterized in that the comprehensive energy application service
Cloud platform includes:
Energy panorama monitoring modular, for showing the operating condition of the energy intelligent terminal obtained；
Energy Coordination module, for controlling and dispatching the analysis management information of the intelligent management access gateway；
Assets O&M module, for the Capital operation maintenance strategy according to the comprehensive energy application service cloud platform, control and
Manage the analysis management information of the intelligent management access gateway.
3. comprehensive energy application service system according to claim 1, which is characterized in that the intelligent management access gateway
It further include platform open interface module, communication protocol adaptable interface module, model adaptation module and security module.
4. comprehensive energy application service system according to claim 1, which is characterized in that the energy intelligent terminal includes
Energy source Terminal Type, production of energy Terminal Type and energy consumption Terminal Type, wherein energy source Terminal Type includes equipment monitoring
Device, cold and hot gauge table, ammeter, water meter and/or Temperature Humidity Sensor；Production of energy Terminal Type include combustion gas trilogy supply unit,
Heat pump unit, thermal storage electric boiler, photo-thermal power generation unit and/or wind power generation unit；Energy consumption Terminal Type includes air-conditioning, hot water
Device, TV, refrigerator and/or illuminator.
5. comprehensive energy application service system according to claim 1, which is characterized in that the edge calculations functional module
Include:
Status monitoring submodule runs shape for obtaining the use information of the energy intelligent terminal, and by the terminal device
State information is showed in user；
Wisdom regulates and controls submodule, and the service requirement of the energy intelligent terminal for being proposed according to user controls the terminal
Equipment running status and the terminal device working condition；
Demand response submodule, for the demand response strategy according to the comprehensive energy application service cloud platform, by intelligent pipe
The analysis management information of reason access gateway is showed in user；
Orderly with energy submodule, for using energy strategy according to the orderly of the comprehensive energy application service cloud platform, control is accessed
Energy intelligent terminal the use information, wherein use information include power information, with water information, with gas information, with heat
Information and/or use optical information；
Energy Efficiency Analysis submodule, the terminal device energy total amount, terminal of the energy intelligent terminal for comprehensive analysis access
If reserved energy distribution, terminal device energy expense and/or terminal device energy consumption level, and show analysis result；
Scene linkage submodule, for automatically controlling the energy intelligent terminal of access, wherein applied field according to different application scene
Scape includes night, daytime, weekend, usually and/or festivals or holidays.
6. comprehensive energy application service system according to claim 1, which is characterized in that the work that the control module is realized
Make to include terminal device operating status real time monitoring, service security access intelligent control management, the secure and trusted access of multi-service, industry
Abnormal behaviour of being engaged in analysis, the unified control of terminal, the unified control of resource, user management and system administration.
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Cited By (21)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110244617A (en) * | 2019-06-18 | 2019-09-17 | 成都九洲电子科技有限公司 | A kind of real-time amount of energy saving monitoring platform of public organizations |
| CN110602677A (en) * | 2019-09-16 | 2019-12-20 | 云赛智联股份有限公司 | 5G edge intelligent gateway |
| CN110766297A (en) * | 2019-10-10 | 2020-02-07 | 国网浙江省电力有限公司 | A system architecture of an integrated energy intelligent management platform |
| CN110910626A (en) * | 2019-12-10 | 2020-03-24 | 国网湖南省电力有限公司 | Energy consumption information collection system based on ubiquitous power Internet of things |
| CN110956401A (en) * | 2019-12-05 | 2020-04-03 | 国网冀北电力有限公司张家口供电公司 | Comprehensive energy management and control system and visual display platform |
| CN111083045A (en) * | 2019-10-31 | 2020-04-28 | 杭州机联智能科技有限公司 | An edge computing gateway based on LoRa technology and its communication processing method |
| CN111142486A (en) * | 2019-12-26 | 2020-05-12 | 国电南瑞科技股份有限公司 | Comprehensive energy monitoring and service system and working method thereof |
| CN111581256A (en) * | 2020-05-08 | 2020-08-25 | 南方电网科学研究院有限责任公司 | A kind of interactive method and system of intelligent measurement terminal application program |
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| CN114095309A (en) * | 2020-07-01 | 2022-02-25 | 中国电力科学研究院有限公司 | Intelligent energy efficiency gateway based on edge computing technology and application method |
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| CN112799640A (en) * | 2020-12-23 | 2021-05-14 | 苏州智电节能科技有限公司 | Java-based comprehensive energy data acquisition system and working method thereof |
| CN114765617A (en) * | 2021-01-13 | 2022-07-19 | 新智数字科技有限公司 | Multi-scene applicable intelligent energy management system based on edge calculation |
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