CN110138877A - Energy monitor method based on big data Intellectual Analysis Technology and energy cloud platform - Google Patents
Energy monitor method based on big data Intellectual Analysis Technology and energy cloud platform Download PDFInfo
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- CN110138877A CN110138877A CN201910466974.1A CN201910466974A CN110138877A CN 110138877 A CN110138877 A CN 110138877A CN 201910466974 A CN201910466974 A CN 201910466974A CN 110138877 A CN110138877 A CN 110138877A
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Abstract
The energy monitor method based on big data Intellectual Analysis Technology and energy cloud platform that the invention discloses a kind of comprising the steps of: S1, obtain index of correlation data from energy cloud platform；S2, from three whole district, subregion, branch trade dimensions, provide Regional Energy for giving the real time monitoring of consumption；S3, the energy behaviour in service data of the setting regions are counted and is analyzed, obtain statistics and analysis result；S4, based in step S3 the statistics and analysis as a result, providing Regional Energy analysis report using big data analysis method, and by energy cloud platform Semi-Automatic Generation function of reporting for target object.Energy consumption on-line monitoring and dynamic analysis, the planning of supporting zone energy development and multipotency regulation can be achieved in the present invention, realizes government's diversification supervision, realizes the circular economy and low-carbon economy of Regional Energy.
Description
Technical field
The present invention relates to energy monitor technical fields, in particular to a kind of to be based on big data Intellectual Analysis Technology and energy cloud
The energy monitor method of platform.
Background technique
Where energy technology innovation is the transition of promotion global energy system and copes with climate change the very corn of a subject, while
It is the important support for realizing sustainable economic development and energy security target.Since reform and opening-up, China experienced world history
The problem of going up largest, fastest Development of China's Urbanization, but also bringing many urban developments simultaneously.It is therefore desirable to turn
Become urban development mode, improves Urban Governance system, government needs to be grasped industry Situation and development trend, to optimize region energy
Source planning, meanwhile, government not only needs to promote data collection effort, Energy situation analysis work, energy saving supervision and management work, also
In the implementation for needing for energy conservation to be advanced directly into enterprise's items Energy Saving Strategy, good energy saving profit is realized for enterprise.
Based on above-mentioned, research and develop a kind of achievable energy consumption on-line monitoring and dynamic analysis, the planning of supporting zone energy development and
Multipotency regulation realizes that government's diversification supervision, the energy monitor method of the circular economy and low-carbon economy of realizing Regional Energy are real
For necessity.
Summary of the invention
The purpose of the present invention is to provide a kind of energy monitor based on big data Intellectual Analysis Technology and energy cloud platform
Method realizes government's multiplicity, it can be achieved that energy consumption on-line monitoring and dynamic analysis, the planning of supporting zone energy development and multipotency regulation
Change supervision, realizes the circular economy and low-carbon economy of Regional Energy.
In order to achieve the above object, the invention is realized by the following technical scheme:
A kind of energy monitor method based on big data Intellectual Analysis Technology and energy cloud platform, this method include following step
It is rapid:
S1, index of correlation data are obtained from energy cloud platform；
S2, from three whole district, subregion, branch trade dimensions, provide Regional Energy for giving the real time monitoring of consumption；
S3, the energy behaviour in service data of the setting regions are counted and is analyzed, obtain statistics and analysis result；
S4, based in step S3 the statistics and analysis as a result, using big data analysis method, and it is flat by energy cloud
Platform Semi-Automatic Generation function of reporting provides Regional Energy analysis report for target object.
Preferably, each achievement data is acquired by web server interface from the cloud platform.
Preferably, in the step S2, the energy monitor module based on the cloud platform monitors energy resource supply in real time and disappears
Take, wherein the energy monitor module of the cloud platform can flow overall view monitoring module, area comprising enterprise energy consumption monitoring module, region
Domain energy consumption energy efficiency monitoring module and region multipotency supply and demand monitoring modular.
Preferably, the region can flow overall view monitoring module inclusion region energy tidal current chart submodule and tendency chart and nargin
Submodule；The region multipotency supply and demand monitoring modular includes energy resource supply monitoring submodule, Regional Energy consumption monitoring submodule
Distribution submodule is supplied with Regional Energy；The enterprise energy consumption monitoring modular includes that enterprise object shows submodule, enterprise's energy
Condition monitoring submodule and system diagram monitor submodule；The region energy consumption energy efficiency monitoring module inclusion region energy consumption monitoring
Submodule, region environmental protection index monitoring submodule and energy consumption monitoring thermodynamic chart submodule.
Preferably, the index of correlation data include energy consumption data, per mu yield data, benefit data and environmental data.
Preferably, it is further included in the step S3: by obtaining energy consumption data, per mu yield data, benefit data, environment
Data count the energy behaviour in service data of the setting regions from three region, industry, key industry dimensions, open
As-Is analysis and trend analysis are opened up, the high industry of the high region of energy consumption, energy consumption high industry and energy consumption is specified.
Compared with prior art, the invention has the benefit that energy consumption on-line monitoring and dynamic analysis can be achieved in the present invention,
The planning of supporting zone energy development and multipotency regulation, realize government's diversification supervision, realize the circular economy of Regional Energy and low
Carbon economy.
Detailed description of the invention
Fig. 1 is of the invention based on the signal of the energy monitor method flow of big data Intellectual Analysis Technology and energy cloud platform
Figure；
Fig. 2 is energy cloud platform business structure schematic diagram of the invention；
Fig. 3 is energy cloud platform application architecture schematic diagram of the invention；
Fig. 4 is energy cloud platform data framework schematic diagram of the invention.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention
In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is
A part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art
Every other embodiment obtained without making creative work, shall fall within the protection scope of the present invention.
It should be noted that, in this document, the terms "include", "comprise", " having " or its any other variant are intended to
Cover non-exclusive inclusion, so that including that process, method, article or the terminal device of a series of elements not only include
Those elements, but also including other elements that are not explicitly listed, or further include for this process, method, article or
The intrinsic element of person's terminal device.In the absence of more restrictions, being limited by sentence " including ... " or " including ... "
Fixed element, it is not excluded that there is also other to want in process, method, article or the terminal device for including the element
Element.
It should be noted that attached drawing is all made of very simplified form and using non-accurate ratio, only to convenient, bright
The purpose of the embodiment of the present invention is aided in illustrating clearly.
As shown in Figure 1, being supervised the present invention provides a kind of based on the energy of big data Intellectual Analysis Technology and energy cloud platform
Prosecutor method, the method includes the steps of:
S1, the finger that energy consumption, per mu yield, benefit, environment etc. are obtained from energy cloud platform (smart city energy cloud platform)
Mark data.
In the step S1, user can carry out the access of energy cloud platform by network, and above-mentioned each achievement data is logical
Web server interface is crossed to be acquired from cloud platform.
Cloud platform business structure includes core business, two aspect content of external service entrance.In terms of core business, including 6
A core business module, 23 core subservice modules；In terms of external service entrance, including 18 subservice modules, specifically such as
Shown in Fig. 2.Cloud platform application architecture mainly includes core function, external service entrance.Wherein, core function includes energy prison
Control, energy analysis, energy management, energy services, energy transaction, the big application module of energy source use six, totally 59 submodules are (specific
As shown in Figure 3)；External service entrance includes common portion, energy client, comprehensive energy service company, government side etc. using mould
Block, totally 18 submodules (specific as shown in Figure 4).As shown in figure 4, cloud platform data framework is mainly by basic data, with can number
According to, energy source station data, platform data, GIS data, economic data, statistical data analysis, energy hosted data, aid decision number
According to, the composition such as big data analysis data, market information data, energy transaction data.
S2, from three whole district, Zhangjiang science town, subregion, branch trade dimensions, provide Regional Energy for giving consumption
Real time monitoring.
In the step S2, the real time monitoring of energy resource supply and consumption is realized based on cloud platform energy monitor function.This reality
Apply in example, cloud platform energy monitor function include enterprise energy consumption monitoring, region can flow overall view monitoring, region energy consumption energy efficiency monitoring and
Region multipotency supply and demand monitoring.
The region can flow overall view monitoring based on GIS map
Main, conditional integrated natural gas, water supply network are trend combination of network energy tidal current chart.The region can flow overall view monitoring reality
Now to various energy resources production, conveying, storage, real-time monitoring of being classified using the layering and zoning of each link in region, provide in real time
The operating conditions such as load and load data.The region can flow overall view monitoring and carry out number of network node with advanced mathematical algorithm
It is estimated that passing through the visual presentation of GIS technology and three-dimensional modeling, it is intended to that government is assisted to control the energy confession in region in time
Dynamic is needed, realizes comprehensive supervision to region different industries using energy source situation, supports the accurate decision of government department.
Preferably, region can flow overall view monitoring module inclusion region energy tidal current chart submodule and tendency chart and nargin submodule
Block.
The region multipotency supply and demand monitoring is based on GIS map, draws urban pipe network distribution map from three source, net, lotus levels,
The supply/demand for calculating and predicting all kinds of main energy sources of each node, energy delivery is supplied in display area in a manner of dynamic energy stream
With service condition and energy supply and demand alert status.The Regional Energy supply and demand monitoring provides balanced supply and demand of energy feelings for government side
Condition cooperates the energy programme of support government to work, reinforces multipotency supply and demand and control means, shows science town's totality according to energy forecast
The equilibrium of supply and demand system of energy overall situation.
Preferably, region multipotency supply and demand monitoring modular includes energy resource supply monitoring submodule, Regional Energy consumption monitoring
Module and Regional Energy supply distribution submodule.
The enterprise energy consumption monitoring is carried out for the different industries electricity consumption of energy user, with water, with gas energy consumption multi-energy data
Real-time monitoring, the state with energy of these enterprises is grasped convenient for government, energy client, platform operation side in time, and support government is related
Department carries out supervision, convenient for comprehensive supervision of enterprise itself energy consumption, carries out number for the analysis of subsequent development comprehensive energy
According to basis.
Preferably, enterprise energy consumption monitoring module includes that enterprise object shows submodule, enterprise's energy condition monitoring submodule
Submodule is monitored with system diagram.
The region energy consumption energy efficiency monitoring is based on GIS map, according to three subregion, industry, enterprise dimensions, realize energy consumption,
The on-line monitoring of efficiency.Grasp the multi-energy datas such as each enterprise energy consumption of different industries, carbon row, efficiency in time, and provide statistical classification,
To mark analytic function, keep multi-energy data bore consistent, improve working efficiency, support government department carries out supervision.
Preferably, region energy consumption energy efficiency monitoring module inclusion region energy consumption monitoring submodule, region environmental protection index prison
Survey submodule and energy consumption monitoring thermodynamic chart submodule.
S3, from region, industry, three dimensions of key industry to Zhangjiang science town energy behaviour in service data carry out statistics with
Analysis obtains the result of statistics with analysis.
In the step S3, by obtaining energy consumption, per mu yield, benefit, environmental correclation achievement data, from region, industry, emphasis
Three dimensions of industry count Zhangjiang science town energy behaviour in service data, carry out As-Is analysis and trend analysis, clear
The high industry of the high industry of the high region of energy consumption, energy consumption, energy consumption.
S4, according to the statistics and analysis in step S3 as a result, and use big data intelligent analysis method, realize that energy cloud is flat
Platform Semi-Automatic Generation function of reporting, and by cloud platform expert's strength, " Regional Energy analysis report " is provided for government.
In the step S4, further include:
The big data analysis method includes data collection, data access, architecture, data processing, statistical analysis, number
According to excavation, model prediction and result presentation process etc..The big data intelligent analysis method is descriptive analysis method or examines
Disconnected type method or forecasting type analysis method or command type analysis method.The cloud platform Semi-Automatic Generation function of reporting is base
In cloud platform Semi-Automatic Generation, it is embodied in the energy analysis of cloud platform functionally." Regional Energy analysis report " can be
Government grasps industry Situation and development trend, and optimization Regional Energy planning provides support.
In conclusion the present invention can be achieved energy consumption on-line monitoring and dynamic analysis, supporting zone energy development planning and it is more
It can regulate and control, realize government's diversification supervision, realize the circular economy and low-carbon economy of Regional Energy.
It is discussed in detail although the contents of the present invention have passed through above preferred embodiment, but it should be appreciated that above-mentioned
Description is not considered as limitation of the present invention.After those skilled in the art have read above content, for of the invention
A variety of modifications and substitutions all will be apparent.Therefore, protection scope of the present invention should be limited to the appended claims.
Claims (6)
1. a kind of energy monitor method based on big data Intellectual Analysis Technology and energy cloud platform, which is characterized in that comprising with
Lower step:
S1, index of correlation data are obtained from energy cloud platform；
S2, from three whole district, subregion, branch trade dimensions, provide Regional Energy for giving the real time monitoring of consumption；
S3, the energy behaviour in service data of the setting regions are counted and is analyzed, obtain statistics and analysis result；
S4, based in step S3 the statistics and analysis as a result, using big data analysis method, and pass through energy cloud platform half
It automatically generates function of reporting and provides Regional Energy analysis report for target object.
2. energy monitor method as described in claim 1, which is characterized in that
Each achievement data is acquired by web server interface from the cloud platform.
3. energy monitor method as described in claim 1, which is characterized in that
In the step S2, energy monitor module real time monitoring energy resource supply and consumption based on the cloud platform, wherein described
The energy monitor module of cloud platform includes enterprise energy consumption monitoring module, region can flow overall view monitoring module, region energy consumption efficiency is supervised
Survey module and region multipotency supply and demand monitoring modular.
4. energy monitor method as claimed in claim 3, which is characterized in that
The region can flow overall view monitoring module inclusion region energy tidal current chart submodule and tendency chart and nargin submodule；
The region multipotency supply and demand monitoring modular includes energy resource supply monitoring submodule, Regional Energy consumption monitoring submodule and area
Domain energy resource supply is distributed submodule；
The enterprise energy consumption monitoring modular includes that enterprise object shows submodule, enterprise energy condition monitoring submodule and system diagram
Monitor submodule；
The region energy consumption energy efficiency monitoring module inclusion region energy consumption monitoring submodule, region environmental protection index monitor submodule
With energy consumption monitoring thermodynamic chart submodule.
5. energy monitor method as claimed in claim 1 or 2, which is characterized in that
The index of correlation data include energy consumption data, per mu yield data, benefit data and environmental data.
6. energy monitor method as claimed in claim 5, which is characterized in that
It is further included in the step S3: by obtaining energy consumption data, per mu yield data, benefit data, environmental data, from area
Three domain, industry, key industry dimensions count the energy behaviour in service data of the setting regions, carry out As-Is analysis
With trend analysis, the high industry of the high region of energy consumption, energy consumption high industry and energy consumption is specified.
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Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112364073A (en) * | 2020-10-27 | 2021-02-12 | 国网浙江省电力有限公司舟山供电公司 | Energy monitoring method based on big data intelligent analysis technology and energy cloud platform |
| CN112445169A (en) * | 2020-11-27 | 2021-03-05 | 浙江先博节能科技有限公司 | Energy power equipment management system and method based on industrial Internet of things cloud platform |
| CN112738267A (en) * | 2021-01-05 | 2021-04-30 | 国网安徽省电力有限公司合肥供电公司 | Energy data monitoring and comprehensive analysis device |
| CN113077116A (en) * | 2020-12-09 | 2021-07-06 | 福建省凯特科技有限公司 | Big national resource ecological supervision platform system based on big data technology |
| CN113495917A (en) * | 2021-05-24 | 2021-10-12 | 国网浙江嘉善县供电有限公司 | Wisdom energy monitoring early warning analysis service system |
| CN115965223A (en) * | 2023-02-14 | 2023-04-14 | 深圳市三和电力科技有限公司 | Intelligent energy management method and system based on cloud platform |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105225054A (en) * | 2015-10-14 | 2016-01-06 | 国家电网公司 | A kind of industrial energy management public service platform |
| CN107862099A (en) * | 2017-12-26 | 2018-03-30 | 安徽省安泰科技股份有限公司 | A kind of intelligent public energy source regulator control system |
| CN109784694A (en) * | 2018-12-29 | 2019-05-21 | 东莞市绿能环保节能科技有限公司 | A kind of monitoring method of exploitation for energy information management system and garden energy information |
-
2019
- 2019-05-31 CN CN201910466974.1A patent/CN110138877A/en active Pending
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105225054A (en) * | 2015-10-14 | 2016-01-06 | 国家电网公司 | A kind of industrial energy management public service platform |
| CN107862099A (en) * | 2017-12-26 | 2018-03-30 | 安徽省安泰科技股份有限公司 | A kind of intelligent public energy source regulator control system |
| CN109784694A (en) * | 2018-12-29 | 2019-05-21 | 东莞市绿能环保节能科技有限公司 | A kind of monitoring method of exploitation for energy information management system and garden energy information |
Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112364073A (en) * | 2020-10-27 | 2021-02-12 | 国网浙江省电力有限公司舟山供电公司 | Energy monitoring method based on big data intelligent analysis technology and energy cloud platform |
| CN112445169A (en) * | 2020-11-27 | 2021-03-05 | 浙江先博节能科技有限公司 | Energy power equipment management system and method based on industrial Internet of things cloud platform |
| CN113077116A (en) * | 2020-12-09 | 2021-07-06 | 福建省凯特科技有限公司 | Big national resource ecological supervision platform system based on big data technology |
| CN112738267A (en) * | 2021-01-05 | 2021-04-30 | 国网安徽省电力有限公司合肥供电公司 | Energy data monitoring and comprehensive analysis device |
| CN113495917A (en) * | 2021-05-24 | 2021-10-12 | 国网浙江嘉善县供电有限公司 | Wisdom energy monitoring early warning analysis service system |
| CN115965223A (en) * | 2023-02-14 | 2023-04-14 | 深圳市三和电力科技有限公司 | Intelligent energy management method and system based on cloud platform |
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