CN109522297A - A kind of grid operating monitoring cloud platform - Google Patents
A kind of grid operating monitoring cloud platform Download PDFInfo
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- CN109522297A CN109522297A CN201811445891.6A CN201811445891A CN109522297A CN 109522297 A CN109522297 A CN 109522297A CN 201811445891 A CN201811445891 A CN 201811445891A CN 109522297 A CN109522297 A CN 109522297A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/06—Electricity, gas or water supply
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- Y—GENERAL 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
- Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
- Y04S—SYSTEMS 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
- Y04S10/00—Systems supporting electrical power generation, transmission or distribution
- Y04S10/50—Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications
Abstract
The embodiment of the present application discloses a kind of grid operating monitoring cloud platform, comprising: the cloud basic platform and data platform successively communicated to connect；The data platform is used to carry out storage and management to collected grid operation data；The cloud basic platform is constructed using the cloud operating system openstack of open source, for being monitored, analyzing and managing to operation of power networks according to the grid operation data in the data platform.So that realization is comprehensively monitored and is analyzed to running power grid while adapting to operation power monitoring data feature.
Description
Technical field
This application involves electric power network technique field more particularly to a kind of grid operating monitoring cloud platforms.
Background technique
In power grid, construction has metering automation system, and the file data of metering automation system derives from marketing system.
Metering automation system is not docked directly with systems such as generalized information system, scheduling system, teledata inspection centers at present, not
To in each system archives and data carry out check and comprehensive analysis.In order to realize deeply accurately dividing for electric energy data
Analysis, needs to merge metering automation system, marketing system, scheduling system with service applications data such as distribution generalized information systems,
Multi-source data service application support system is established, while realizing the research of data cleansing combing and increased quality algorithm, depth is dug
Dig the application value of existing magnanimity electric energy data.In smart grid, operation power monitoring data have the characteristics that following several:
(1) operational monitoring data volume increases in geometry character, and data scale constantly expands；The complicated multiplicity of data type, type
It is various；The distribution of monitoring data wide area；Calculating task is heavy, computationally intensive；Data reliability and requirement of real-time are high.
(2) each system data interactivity is poor, in face of these magnanimity, distributed, isomery, complicated, intensive
Operation data, conventional data storage and management method system are difficult to adapt to smart grid to operational monitoring data reliability and reality
The requirements at the higher level of when property.
It is real therefore, it is necessary to establish a kind of power equipment operational monitoring cloud platform, adapt to operation power monitoring data
Now running power grid is comprehensively monitored and analyzed.
Summary of the invention
The embodiment of the present application provides a kind of grid operating monitoring cloud platform, so that special adapting to operation power monitoring data
While point, realization is comprehensively monitored and is analyzed to running power grid.
In view of this, including: the cloud basis successively communicated to connect this application provides a kind of grid operating monitoring cloud platform
Platform and data platform；
The data platform is used to carry out storage and management to collected grid operation data；
The cloud basic platform is used for using the cloud operating system openstack building of open source according to the data platform
In the grid operation data operation of power networks is monitored, analyze and is managed.
Preferably,
The cloud basic platform specifically includes equipment operating data monitoring modular, battalion with O&M intelligent analysis module, power grid
State monitoring module, mirror image management module, virtual resource management module and user authority management module is lost.
Preferably,
The mashed up data shelf that the data platform uses Hadoop system, MPP database and transactional database to combine
Structure；
The Hadoop system is used for massive structured data, semi-structured data and unstructured data distributed computing
With non-relational processing and low value density structure data, the storage management of semi-structured data and unstructured data；
The MPP database is used to store the analysis number of complex query data, statistical data and on-line analytical processing application
According to and storage management high value density structural data；
The transactional database uses online analytical processing database storage management upper-layer service application data.
Preferably,
The MPP database deposits large-scale distributed parallel database cluster using column.
Preferably,
The cloud operating system openstack includes at least one of Nova, Swift, Glance three.
Preferably,
The grid operating monitoring cloud platform further includes the analysis platform with data platform communication connection；
The analysis platform includes that module is excavated in analysis display module and discovery；
The analysis display module is used to analyze the grid operation data by the cloud basic platform, and will
Analysis result is showed in a manner of preset；
The discovery is excavated module and is used for through the cloud basic platform to the grid operation data machine learning, nerve
Network query function, intelligence computation and association analysis.
Preferably,
The grid operating monitoring cloud platform further includes the application layer with analysis platform communication connection, for leading to
The cloud basic platform is crossed to apply the grid operation data.
Preferably,
The application layer includes statistics sub system, evaluation subsystem, aid decision subsystem and predicting subsystem.
As can be seen from the above technical solutions, the embodiment of the present application has the advantage that
In the embodiment of the present application, a kind of grid operating monitoring cloud platform is provided, comprising: the cloud basis successively communicated to connect
Platform and data platform；Data platform is used to carry out storage and management to collected grid operation data；Cloud basic platform is adopted
Constructed with the cloud operating system openstack of open source, for according to the grid operation data in data platform to operation of power networks into
Row monitoring, analysis and management.So that realizing and being carried out to running power grid while adapting to operation power monitoring data feature
Comprehensive monitoring and analysis.
Detailed description of the invention
Fig. 1 is the structural schematic diagram of grid operating monitoring cloud platform in the embodiment of the present application.
Specific embodiment
In order to make those skilled in the art more fully understand application scheme, below in conjunction in the embodiment of the present application
Attached drawing, the technical scheme in the embodiment of the application is clearly and completely described, it is clear that described embodiment is only this
Apply for a part of the embodiment, instead of all the embodiments.Based on the embodiment in the application, those of ordinary skill in the art exist
Every other embodiment obtained under the premise of creative work is not made, shall fall in the protection scope of this application.
In order to make it easy to understand, referring to Fig. 1, the structure that Fig. 1 is grid operating monitoring cloud platform in the embodiment of the present application is shown
It is intended to.
This application provides a kind of one embodiment of grid operating monitoring cloud platform, comprising: the cloud successively communicated to connect
Basic platform 10 and data platform 20.
Data platform 20 is used to carry out storage and management to collected grid operation data.
Cloud basic platform 10 is constructed using the cloud operating system openstack of open source, for according in data platform 20
Grid operation data is monitored operation of power networks, analyzes and manages.
It is understood that cloud basic platform 10 is constructed based on cloud operating system openstack, system is operated using cloud
Unite openstack automation cloud platform deployment techniques, virtualization resource optimum management technology and cloud platform management system, be
Grid operating monitoring provides a powerful computing platform.
Further, cloud basic platform 10 specifically includes equipment operating data monitoring modular 101, battalion with O&M intellectual analysis
Module 102, grid loss state monitoring module 103, mirror image management module 104, virtual resource management module 105 and user right
Management module 106.
Further, data platform 20 uses Hadoop201 system, 203 phase of MPP database 202 and transactional database
In conjunction with mashed up data framework.
Hadoop201 system is used for massive structured data, semi-structured data and unstructured data distributed computing
With non-relational processing and low value density structure data, the storage management of semi-structured data and unstructured data.
MPP database 202 is used to store the analysis number of complex query data, statistical data and on-line analytical processing application
According to and storage management high value density structural data.
In the embodiment of the present application, MPP database 202 can play building service inquiry, statistics pile body and other special topics,
Realize column storage, intelligence index, Efficient Compression and on-line rapid estimation function.
Transactional database 203 uses online analytical processing database storage management upper-layer service application data.
It should be noted that the data in transactional database 203 can import MPP database 202, Hadoop201 system
In data can import MPP database 202, Hadoop201 system cooperates Stream Processing and real-time streaming processing by the number of acquisition
It is then stored into Hadoop201 big data database according to preliminary treatment is carried out.
In addition, in the data importing MPP database 202 in transactional database 203, the data in Hadoop201 system
During importing MPP database 202, may relate to following several conversions: data cleansing, unstructured data structuring turn
It changes and is converted with low value density data to high value density data.
Further, MPP database 202 deposits large-scale distributed parallel database cluster using column.
Further, cloud operating system openstack includes at least one of Nova, Swift, Glance three.
Further, grid operating monitoring cloud platform further includes the analysis platform 30 communicated to connect with data platform 20.
Analysis platform 30 includes that module 302 is excavated in analysis display module 301 and discovery；
Analysis display module 301 is tied for being analyzed by cloud basic platform 10 grid operation data, and by analysis
Fruit is showed in a manner of preset.
Preset mode can be tree shaped data source model tree, and user is simply pulled, easy to operate；It should
Including but not limited to interaction chart, interaction report, real-time query and the function of multidimensional analysis in tree shaped data source model tree.
Specifically, analyze the operation of 301 choosing multiple function of display module, can both pictures and texts are excellent shows query result, can
Quickly generate report and printing picture and text and report.Real-time query supports complicated querying condition to cover SQL function, user substantially
Any combination querying condition can be needed according to business.The format of table is arranged, according to demand selection setting data, unit, text
The formats such as word, table.Analysis display module 301 can also realize data area early warning, user setting warning data range, table
Automatically display warning data is distinguished in different colors.Analysis display module 301 can also realize that graph data is converted in real time, circle choosing
List data converts the data into the more intuitively performance data such as statistical graph.
Analysis display module 301 can by upper volume, it is lower bore, the operation such as drill through detail, realize and the dynamic of data goed deep into
Analysis, to provide foundation for policymaker
The function of multidimensional analysis mainly include drilling analysis, data sorting, chart show, MDX language inquiry, polymerization fortune
It calculates, ranks are converted and hide the functions such as empty row/column.
It was found that excavate module 302 for pass through cloud basic platform 10 to grid operation data machine learning, neural network based on
Calculation, intelligence computation and association analysis.
In the embodiment of the present application, module 302 is excavated by discovery to realize to the stored number of grid operating monitoring cloud platform
According to the depth of potential value excavate, model is established by object-oriented data technology, and strong using grid operating monitoring cloud platform
Big computing capability is updated maintenance to model, guarantees that platform can have the good analysis property excavated to multi-source heterogeneous data
Energy.
Further, grid operating monitoring cloud platform can also include the application layer 40 communicated to connect with analysis platform 30,
For being applied by cloud basic platform 10 to grid operation data.
Further, application layer 40 includes statistics sub system 401, evaluation subsystem 402,403 and of aid decision subsystem
Predicting subsystem 404.
Application layer 40 is further analyzed data and carries out operation and commented by the data in analysis data platform 20
Estimate, utilizes time series analysis, clustering, classification analysis, the analysis of non-structural data characteristics, association analysis, regression analysis etc.
Method carries out data analysis, and generates journal file using log production device, utilizes operation assessment algorithm assessment data analysis knot
Fruit, troubleshooting, and complete risk assessment.And warning data can be obtained according to risk assessment data, submit abort situation and
Warning grade, and cartography export is as a result, realize assessment result visualization.
In the embodiment of the present application, grid operating monitoring cloud platform be directed to stored mass data, using data classification,
Estimation, prediction, correlation grouping, cluster and description, realize to structural data, semi structured data and unstructured data from
My cognitive process grid operating monitoring cloud platform using object-oriented Triple Helix Model (empty association, actual situation association and real
Association) dynamic data correlation form is established, by being simply associated with, sequential correlation and Causal Rule, find out magnanimity multi-source
The incidence relation net hidden in isomeric data, realizes the Unify legislation of data.Grid operating monitoring cloud platform carries out data analysis,
And journal file is generated using log generator.Data analysis result is carried out using operation assessment algorithm, wind is completed in troubleshooting
Danger assessment.
Grid operating monitoring cloud platform be it is a set of towards big data, it is unified, open, meet smart grid equipment hair
The grid loss needed and equipment operational monitoring cloud platform are opened up, by advanced wireless sensor network technology and grid loss and is set
Standby operational monitoring cloud platform organically combines, and Cong Yici Application of Power Metering Instruments terminal is transmitted until the data of Guangdong Power Grid measurement centre
Total digitalization, information integral；Introduce the cloud computing platform based on big data analysis, the risk assessment of more transportation load operating systems
Deng force data guarantee being provided with for intelligence decision support system, so that equipment operation can be with comprehensively monitoring and analysis, network loss consumption fortune
Row monitoring and comprehensive analysis promote application level, the range of metering automation data, give full play to the value and effect of continuous data
Benefit.
The above, above embodiments are only to illustrate the technical solution of the application, rather than its limitations；Although referring to before
Embodiment is stated the application is described in detail, those skilled in the art should understand that: it still can be to preceding
Technical solution documented by each embodiment is stated to modify or equivalent replacement of some of the technical features；And these
It modifies or replaces, the spirit and scope of each embodiment technical solution of the application that it does not separate the essence of the corresponding technical solution.
Claims (8)
1. a kind of grid operating monitoring cloud platform characterized by comprising the cloud basic platform and data successively communicated to connect is flat
Platform；
The data platform is used to carry out storage and management to collected grid operation data；
The cloud basic platform is constructed using the cloud operating system openstack of open source, for according in the data platform
The grid operation data is monitored operation of power networks, analyzes and manages.
2. grid operating monitoring cloud platform according to claim 1, which is characterized in that the cloud basic platform specifically includes
Equipment operating data monitoring modular, battalion with O&M intelligent analysis module, grid loss state monitoring module, mirror image management module,
Virtual resource management module and user authority management module.
3. grid operating monitoring cloud platform according to claim 1, which is characterized in that the data platform uses Hadoop
The mashed up data framework that system, MPP database and transactional database combine；
The Hadoop system is for massive structured data, semi-structured data and unstructured data distributed computing and non-
Relationship type processing and low value density structure data, the storage management of semi-structured data and unstructured data；
The MPP database is used to store the analysis data of complex query data, statistical data and on-line analytical processing application, with
And the structural data of storage management high value density；
The transactional database uses online analytical processing database storage management upper-layer service application data.
4. grid operating monitoring cloud platform according to claim 3, which is characterized in that the MPP database is deposited using column
Large-scale distributed parallel database cluster.
5. grid operating monitoring cloud platform according to claim 1, which is characterized in that the cloud operating system
Openstack includes at least one of Nova, Swift, Glance three.
6. grid operating monitoring cloud platform according to claim 1, which is characterized in that further include and data platform communication link
The analysis platform connect；
The analysis platform includes that module is excavated in analysis display module and discovery；
The analysis display module will be analyzed for being analyzed by the cloud basic platform the grid operation data
As a result showed in a manner of preset；
The discovery is excavated module and is used for through the cloud basic platform to the grid operation data machine learning, neural network
Calculating, intelligence computation and association analysis.
7. grid operating monitoring cloud platform according to claim 1, which is characterized in that further include logical with the analysis platform
The application layer for believing connection, for being applied by the cloud basic platform to the grid operation data.
8. grid operating monitoring cloud platform according to claim 7, which is characterized in that the application layer includes statistics subsystem
System, evaluation subsystem, aid decision subsystem and predicting subsystem.
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Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110570255A (en) * | 2019-09-16 | 2019-12-13 | 山东浪潮通软信息科技有限公司 | DMP-based real-time analysis method and system for market demand data of multi-source system |
| CN111078779A (en) * | 2019-12-19 | 2020-04-28 | 国网安徽省电力有限公司信息通信分公司 | Big data center operation monitoring system |
| CN111241354A (en) * | 2019-12-26 | 2020-06-05 | 国网浙江省电力有限公司杭州供电公司 | Quality evaluation method for big data of operation of regulation and control cloud power grid |
| US11955782B1 (en) | 2022-11-01 | 2024-04-09 | Typhon Technology Solutions (U.S.), Llc | System and method for fracturing of underground formations using electric grid power |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN108647860A (en) * | 2018-04-18 | 2018-10-12 | 广东电网有限责任公司 | Power equipment state monitoring based on OpenStack and assessment cloud platform |
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2018
- 2018-11-29 CN CN201811445891.6A patent/CN109522297A/en active Pending
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108647860A (en) * | 2018-04-18 | 2018-10-12 | 广东电网有限责任公司 | Power equipment state monitoring based on OpenStack and assessment cloud platform |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110570255A (en) * | 2019-09-16 | 2019-12-13 | 山东浪潮通软信息科技有限公司 | DMP-based real-time analysis method and system for market demand data of multi-source system |
| CN111078779A (en) * | 2019-12-19 | 2020-04-28 | 国网安徽省电力有限公司信息通信分公司 | Big data center operation monitoring system |
| CN111241354A (en) * | 2019-12-26 | 2020-06-05 | 国网浙江省电力有限公司杭州供电公司 | Quality evaluation method for big data of operation of regulation and control cloud power grid |
| US11955782B1 (en) | 2022-11-01 | 2024-04-09 | Typhon Technology Solutions (U.S.), Llc | System and method for fracturing of underground formations using electric grid power |
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Application publication date: 20190326 |