CN105760980A - Intelligent operation system based on intelligent power grid framework - Google Patents
Intelligent operation system based on intelligent power grid framework Download PDFInfo
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- CN105760980A CN105760980A CN201510843307.2A CN201510843307A CN105760980A CN 105760980 A CN105760980 A CN 105760980A CN 201510843307 A CN201510843307 A CN 201510843307A CN 105760980 A CN105760980 A CN 105760980A
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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
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
- G06Q10/06393—Score-carding, benchmarking or key performance indicator [KPI] analysis
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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
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/067—Enterprise or organisation modelling
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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 invention discloses an intelligent operation system based on an intelligent power grid framework. The system comprises a system construction module unit, a data processing unit, an index decomposition and monitoring analysis unit and an operation decision analysis unit which are successively connected. The system provided by the invention has the following advantages: power grid operation information can be comprehensively and timely grasped, and rapid reaction can be made; and automation and intelligentization of service application are realized, such modern computer technologies as large data, cloud calculation and the like and modern management methods can well accord with application features of an intelligent power grid, and these technologies and methods inevitably become the core and soul in construction of a future intelligent power grid and provide technical support for intelligent operation of the power grid.
Description
Technical field
The present invention relates to electrical network intelligence operation technical field, particularly relate to a kind of based on the intelligent operation system under intelligent grid framework.
Background technology
In December, 2013, the article " intelligent grid and the third time industrial revolution " that State Grid Corporation of China president Liu Zhenya publishes on " Science and Technology Daily " is pointed out: following intelligent grid, is rack interconnection strong, extensive, highly intelligence, open interactive " energy the Internet ".Intelligent grid is the basic platform of the carrying third time industrial revolution, and the third time industrial revolution is had impetus of overall importance.Intelligent grid electric power resource configuration scheme is collectively constituted by intercontinental bulk transmission grid, country's bulk transmission grid, area power grid, power distribution network, micro-capacitance sensor, is ensure the powerful mean that imperial scale, extreme high voltage grade, especially big ability to transmit electricity power transmission network " cleaning, safety, spontaneous recovery, economy, interaction " run；It is promote electrical network, the Internet, Internet of Things even depth to merge, makes powerful social public service platform.Energy the Internet is that the novel information energy built with the Internet theory merges " wide area network " in fact, it is with bulk power grid for " backbone network ", with microgrid for " LAN ", with the integrated information and power framework of open equity, the two-way on-demand transmission and the dynamic equilibrium that really realize the energy use.
Along with power grid asset scale is big, internal resource enriches, potentiality are very big, all kinds of resource of enterprise is carried out strategic integration, gives full play to the many advantages such as corporate assets, fund, the talent, technology, management, strengthen business managing ability, for reducing resources idle and waste, improve business efficiency and economic benefit, Promoting Sustainable Development, it is achieved corporate strategy developing goal tool is of great significance.
Generation information technology and communication technology promote management change, and power grid enterprises will realize Two change, and one is build intelligent grid, carrying and the promotion third time industrial revolution to attach most importance to, it is achieved the transformation of power network development mode；Two are Promoting Enterprise administration structure and Governance Ability modernization is attached most importance to, it is achieved the transformation of development of company mode.Therefore, the transformation of development of company mode, the relations of production to adapt to the requirement of productivity dynamics, it is necessary to constantly changes development of company mode.The transformation of development of company mode, is the relations of production inexorable trend that to adapt to the requirement of productivity dynamics, objectively requires that enterprise continues to integrate, recombinate and continue to optimize operation flow, to adapt to the change of tissue morphology, it is established that flexible tissue.Change development of company mode and complement each other with changing power network development mode, be two aspects of a problem.There is no the transformation of power network development mode, just there is no the scientific development of electrical network.The transformation inevitable requirement company operation mode of development of company mode changes, and has both realized with efficiency benefit for target, and safe and stable operation is attached most importance to, traditional operation change to intelligent operation way.
Along with the development of intelligent grid, by the combination of enterprise operation Yu new technique, promote enterprise operation intellectuality to be increasingly subject to industry and pay close attention to.Intelligent grid to realize the Millisecond monitor in real time to tens million of equipment running status, support clean energy resource access, electric automobile discharge and recharge and several hundred million user's two-way interaction, intelligence decision support system is provided, solve the problem such as fast quick-recovery of the storage of magnanimity real time data, the abstract modeling of electrical network, interoperability and fault, being widely applied of the generation information technology such as big data, cloud computing.Large enterprise's business is complicated, flow process is various, change is fast, realize seamless integrated services and efficient applicating cooperation is the key of Effec-tive Function, in-depth along with electrical network system reform, the specialty such as people's money, finance, goods and materials, planning, capital construction, fortune inspection, marketing, scheduling constantly occurs to adjust and change, the combing work of necessary Develop Data resource and data, carry out the accommodation of information system, need to set up overall situation business model, flexible support platform and implementation methodology, form corresponding technical support system and construction mode.
Structuring that intelligent grid construction brings, destructuring, magnanimity real time data, geographical spatial data quickly increase, it is necessary to carry out the management of Enterprise Data resource, formulate the scheme that four large data centers merge.Electric network information safety very easily becomes the highest priority attacked, the two-way interaction of intelligent grid, high frequency repeat in work so that Information Security Risk strengthens further, it is achieved independently controlled security assurance information, it is necessary to protecting information safety system.Intelligent grid development faces new model, is the intelligent inevitable choice of operation, is also the exploration of the management innovation of operation adaptation intelligent grid future development.
Summary of the invention
The invention aims to the shortcoming solving exist in prior art, and propose a kind of based on the intelligent operation system under intelligent grid framework.
To achieve these goals, present invention employs following technical scheme:
A kind of based on the intelligent operation system under intelligent grid framework, including as follows:
System constructing modular unit；Including information integrated layer, application service layer with represent layer；Information integrated layer integrates the structuring of miscellaneous service system and unstructured data, from Data Source to Data Integration, data storage；Application service layer conformity of business operation module, according to granule size conformity of business operation service object, it is achieved based on the Knowledge Discovery of data mining model, and carries out business linking by message communication and workflow technology, crosses over multiple application and carry out operation flow integration；Represent layer and realize the integration on system access layer time, provide a user with unified interactive mode；
Data governance unit；Effective improvement of data is reached by data quality management system and assessment, explicit data quality management responsibility belongs to, simultaneously need to set up quality of data inspection rule application technology means, data quality problem is tracked, checks, analyzes, evaluates, supervises rectification and be periodically subject to quality of data circular evaluation；
Index is disassembled and monitors analytic unit；Index is disassembled step by step and Develop Data is traced to the source, set up index and flow process, tissue, risk, the associating of countermeasure, formed and be suitable for the operation monitored data analysis that company management needs and promote strategic objective to realize, business is analyzed in the monitoring advancing operation monitoring center, provides concrete decision support reliably for company leader；Carrying out index decomposition monitoring, one is that management level decomposes, and namely company of province Xiang Shi, company of county decompose, and two is that core process decomposes to each specialty until operational action, and flow process of company level is decomposed to the sub-process of the aspect of execution；
Operation Decision analytic unit；Run index research by enterprise intelligent and company operation is carried out scientific evaluation, contribute to finding company management's short slab, it is achieved comprehensively deeply presenting enterprise's entirety traffic-operating period, and help enterprise from structure, it has been found that operation short slab and Important Problems；By with electrical feature and macroeconometric analysis, setting up the analytical model that power consumption is affected by macroeconomy, instruct power department to adjust it according to market fluctuation and produce, purchase electricity arrangement；
Analytic unit is disassembled and monitored to described system constructing modular unit, data governance unit, index, Operation Decision analytic unit is sequentially connected with.
Preferably, the business module in application service layer includes data calculating, data analysis, excavation and platform service part.
Preferably, in data governance unit, the work purpose of data quality management is that promotion data provide in real time, data sharing level improves and data increased quality, makes data effectively be analyzed and utilize, it is achieved Enterprise Data maximizing the benefits；Then according to electric network data quality own characteristic, set up quality of data indicator evaluation system, introduce Data quality assessment model and appraisal procedure, and in conjunction with operation data mass object, feature, summarise quality of data multidimensional model method in detail；The last index that provides in data link retrospective research is traced to the source concrete practical application.
Preferably, system constructing modular unit adopts big Data Integration, big data storage technology, big data computing technique, analysis mining technology, data visualization technique and cloud computing and technology of Internet of things.
Preferably, data visualization technique includes scatterplot matrices technology, data flow diagram technology, tree graph technology, bubble chart and parallel coordinate system technology.
It is a kind of based on the intelligent operation system under intelligent grid framework that the present invention proposes, and its framework will form the system structure of " center, two class data, a three tiers application ".One center is to rely on enterprise data center for Floor layer Technology；Two class data are collection, storage, the most basic detailed data of analysis management and real time data；Three tiers application is the three layers decision Analysis application being formed and meeting operation layer, management level and decision-making level.Accurately and fast, open, information platform that is that share is the basis of intelligent grid, also it is the maximum difference of intelligent grid and tradition electrical network, the intellectuality of electrical network is embodied in the intellectuality of operation, it is possible to grasp the information of operation of power networks comprehensively, in time, makes quick reaction.This just requires that intelligent operation information system makes full use of the present computer technology, build the information platform of " integration, flexibility, virtualization ", realize " automatization, the intellectuality " of service application, the present computer technology such as big data, cloud computing and modern management method meet the application characteristic of intelligent grid all very much, they will become the core and soul that build following intelligent grid, and the intelligent operation for electrical network provides technical support.
The present invention provides effective reference frame for enterprise intelligent operation platform construction；Data is administered and link retroactive method, ensures that data center's quality of data requirement is shared in operation monitoring；Analysis is disassembled and monitored to research index, promotes fortune prison center service monitoring analysis ability；Research Operation Decision analysis, auxiliary corporate decision layer, management level at different levels and electrical network production run people's intelligent decision.By the intelligent Research on Logistic Operation under intelligent grid framework, cut operating costs for State Grid Corporation of China, improve efficiency and income, improve electric network reliability, improve level of customer service and important leverage enabling capabilities is provided, while accelerating intelligent grid pace of construction, promote the third time industrial revolution further.
Accompanying drawing explanation
Fig. 1 is a kind of structured flowchart based on the intelligent operation system under intelligent grid framework that the present invention proposes.
Detailed description of the invention
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is clearly and completely described, it is clear that described embodiment is only a part of embodiment of the present invention, rather than whole embodiments.
With reference to Fig. 1, a kind of based on the intelligent operation system under intelligent grid framework, including as follows:
System constructing modular unit；Including information integrated layer, application service layer with represent layer；Information integrated layer integrates the structuring of miscellaneous service system and unstructured data, from Data Source to Data Integration, data storage；Application service layer conformity of business operation module, according to granule size conformity of business operation service object, realize the Knowledge Discovery based on data mining model, and carry out business linking by message communication and workflow technology, crossing over multiple application and carry out operation flow integration, business module includes data calculating, data analysis, excavation and platform service part；Represent layer and realize the integration on system access layer time, provide a user with unified interactive mode；
Data governance unit；Effective improvement of data is reached by data quality management system and assessment, explicit data quality management responsibility belongs to, simultaneously need to set up quality of data inspection rule application technology means, data quality problem is tracked, checks, analyzes, evaluates, supervises rectification and be periodically subject to quality of data circular evaluation；
Index is disassembled and monitors analytic unit；Index is disassembled step by step and Develop Data is traced to the source, set up index and flow process, tissue, risk, the associating of countermeasure, formed and be suitable for the operation monitored data analysis that company management needs and promote strategic objective to realize, business is analyzed in the monitoring advancing operation monitoring center, provides concrete decision support reliably for company leader；Carrying out index decomposition monitoring, one is that management level decomposes, and namely company of province Xiang Shi, company of county decompose, and two is that core process decomposes to each specialty until operational action, and flow process of company level is decomposed to the sub-process of the aspect of execution；
Operation Decision analytic unit；Run index research by enterprise intelligent and company operation is carried out scientific evaluation, contribute to finding company management's short slab, it is achieved comprehensively deeply presenting enterprise's entirety traffic-operating period, and help enterprise from structure, it has been found that operation short slab and Important Problems；By with electrical feature and macroeconometric analysis, setting up the analytical model that power consumption is affected by macroeconomy, instruct power department to adjust it according to market fluctuation and produce, purchase electricity arrangement；
Analytic unit is disassembled and monitored to described system constructing modular unit, data governance unit, index, Operation Decision analytic unit is sequentially connected with.
In the present invention, in data governance unit, the work purpose of data quality management is that promotion data provide in real time, data sharing level improves and data increased quality, makes data effectively be analyzed and utilize, it is achieved Enterprise Data maximizing the benefits；Then according to electric network data quality own characteristic, set up quality of data indicator evaluation system, introduce Data quality assessment model and appraisal procedure, and in conjunction with operation data mass object, feature, summarise quality of data multidimensional model method in detail；The last index that provides in data link retrospective research is traced to the source concrete practical application.
In the present invention, system constructing modular unit adopts big Data Integration, big data storage technology, big data computing technique, analysis mining technology, data visualization technique and cloud computing and technology of Internet of things.Data visualization technique includes scatterplot matrices technology, data flow diagram technology, tree graph technology, bubble chart and parallel coordinate system technology.
The present invention to build intelligent operation system, it is necessary to enterprise data center for relying on.Research realizes the classification of data, collection, the Whole Course Management that stores, use and destroy, the acquisition of application data, management and service technology, obtains knowledge from mass data, promotes the effectively tissue of data and utilizes.Perfecting the organizational framework of data management, clearly the division of duty of " data production, Data safeguard, data management, data use ", promotes that company information interconnects.In conjunction with business demand, use service-oriented method to set up information model, professional knowledge model and service model, data and application are combined, solves the communicating questions of information easily, complete information issue, Knowledge Extraction and application integration.
In order to power grid operation manages, it is necessary to carry out intelligent Operation Decision analysis.Pay close attention to the decision Analysis application of decision-making level, management level, operation layer.In conjunction with selected theme business, the data that will collect, through data process, analysis mining and data visualization, it is converted into visual and understandable chart or report, formation decision analysis is applied, it is easy to different levels personnel and obtains valuable information, thus supporting that intelligent grid business is carried out quickly and efficiently.
The present invention makes full use of the present computer technology, build the information platform of " integration, flexibility, virtualization ", realize " automatization, the intellectuality " of service application, comprehensive service is provided for electrical network intellectuality, various intellectual analysis and aid decision instrument are provided for enterprise, there is high opening, availability and Information Security.
In power grid enterprises, decision analysis theme is primarily upon the decision Analysis application of decision-making level, management level, operation layer.Decision-making level analyzes and decision-making: company management layer index analysis, Strategic Index monitoring etc., in the application of the emphasis heart in the data.Operating layer is analyzed and decision-making: based on the analysis of the analysis of each application system and the trans-sectoral business of part, with customers' credit, equipment state, electric grid investment optimization.Work layer is analyzed and decision-making: apply based on the status information analysis under real-time data base, intelligent monitoring, early warning etc., provides decision support for business operation and controllers, supports intelligent grid construction and operation.Build the intelligent decision covering corporate strategy layer, operating layer and work layer and analyze system, provide intelligent auxiliary supporting for corporate decision's layer, management level at different levels and electrical network production run personnel, promote decision analysis.
In the present invention, operation data quality is mainly reflected in two aspects: one is the quality of data itself, including above-mentioned data accuracy, data self-consistency, data integrity, logical consistency, data validity, data age, availability of data, data credibility and some about embody data sole mass feature attribute；Two is the procedure quality of data, mainly includes the transmission quality of the use quality of data, the storage quality of data, data.Therefore, when analyzing and assess the quality of data, it is necessary to adhere to that the Life cycle to data carries out management and control, data intrinsic factor and data statement, application environment and data access flow process are held.
(1) operation data object
Operating administration is the integrated operation department of enterprise operation and management activity, undertakes guarantee company operation coordination function safe, orderly, healthy, efficient.By the analysis to operation data, monitor the implementation status of whole business department performance objective, enterprise's integrated operation achievement is had the critical activity of material impact by monitoring, monitor the movable execution efficiency of every core business and compliance, the state of monitoring core resource and utilization ratio, coordinate each business department problem to finding and solve.Simultaneously, it has been found that the unusual fluctuation in monitoring, set up independent analysis system, advise to from strategic objective to the decomposition of business department's performance and key business performance, distributing rationally of every resource is proposed a plan.
(2) operation data feature
Grid company operation data mainly comprises three category informations such as operation of power networks managing detailed catalogue, resource management information and operational control information.Electrical network business information mainly comprise defeated, become, join, use, the operation of power networks managing detailed catalogue such as scheduling；Resource management information mainly comprises manpower, financial resources, material resources management information；INDEX MANAGEMENT information spinner to comprise the management data such as the professional operation indexs such as Electric Power Network Planning, construction, operation, maintenance, marketing.Feature according to data itself, it is possible to split data into four classes: structural data, unstructured data, magnanimity/history near-realtime data and electrical network geographic information data.
The present invention runs Monitoring Data and has that source is wide, relate to face width, radiation scope is big, complexity high, and the assessment for the quality of data brings certain difficulty.Operation Monitoring Data is the data basis of reflection enterprise operation situation index, can set up Enterprise Integrated assessment indicator system and science, Enterprise Integrated evaluation system reasonable, effective by monitoring operation Monitoring Data.Only having grasped the truthful data of each system, each business, form could react the real conditions of enterprise operation in follow-up showing.Only have accurate, completely, data timely, information system could be stablized and runs smoothly.
The above; it is only the present invention preferably detailed description of the invention; but protection scope of the present invention is not limited thereto; any those familiar with the art is in the technical scope that the invention discloses; it is equal to replacement according to technical scheme and inventive concept thereof or is changed, all should be encompassed within protection scope of the present invention.
Claims (5)
1. one kind based on the intelligent operation system under intelligent grid framework, it is characterised in that include as follows:
System constructing modular unit；Including information integrated layer, application service layer with represent layer；Information integrated layer integrates the structuring of miscellaneous service system and unstructured data, from Data Source to Data Integration, data storage；Application service layer conformity of business operation module, according to granule size conformity of business operation service object, it is achieved based on the Knowledge Discovery of data mining model, and carries out business linking by message communication and workflow technology, crosses over multiple application and carry out operation flow integration；Represent layer and realize the integration on system access layer time, provide a user with unified interactive mode；
Data governance unit；Effective improvement of data is reached by data quality management system and assessment, explicit data quality management responsibility belongs to, simultaneously need to set up quality of data inspection rule application technology means, data quality problem is tracked, checks, analyzes, evaluates, supervises rectification and be periodically subject to quality of data circular evaluation；
Index is disassembled and monitors analytic unit；Index is disassembled step by step and Develop Data is traced to the source, set up index and flow process, tissue, risk, the associating of countermeasure, formed and be suitable for the operation monitored data analysis that company management needs and promote strategic objective to realize, business is analyzed in the monitoring advancing operation monitoring center, provides concrete decision support reliably for company leader；Carrying out index decomposition monitoring, one is that management level decomposes, and namely company of province Xiang Shi, company of county decompose, and two is that core process decomposes to each specialty until operational action, and flow process of company level is decomposed to the sub-process of the aspect of execution；
Operation Decision analytic unit；Run index research by enterprise intelligent and company operation is carried out scientific evaluation, contribute to finding company management's short slab, it is achieved comprehensively deeply presenting enterprise's entirety traffic-operating period, and help enterprise from structure, it has been found that operation short slab and Important Problems；By with electrical feature and macroeconometric analysis, setting up the analytical model that power consumption is affected by macroeconomy, instruct power department to adjust it according to market fluctuation and produce, purchase electricity arrangement；
Analytic unit is disassembled and monitored to described system constructing modular unit, data governance unit, index, Operation Decision analytic unit is sequentially connected with.
2. according to claim 1 a kind of based on the intelligent operation system under intelligent grid framework, it is characterised in that the business module in application service layer includes data calculating, data analysis, excavation and platform service part.
3. according to claim 1 a kind of based on the intelligent operation system under intelligent grid framework, it is characterized in that, in data governance unit, the work purpose of data quality management is that promotion data provide in real time, data sharing level improves and data increased quality, data are made effectively to be analyzed and utilize, it is achieved Enterprise Data maximizing the benefits；Then according to electric network data quality own characteristic, set up quality of data indicator evaluation system, introduce Data quality assessment model and appraisal procedure, and in conjunction with operation data mass object, feature, summarise quality of data multidimensional model method in detail；The last index that provides in data link retrospective research is traced to the source concrete practical application.
4. according to claim 1 a kind of based on the intelligent operation system under intelligent grid framework, it is characterized in that, system constructing modular unit adopts big Data Integration, big data storage technology, big data computing technique, analysis mining technology, data visualization technique and cloud computing and technology of Internet of things.
5. according to claim 4 a kind of based on the intelligent operation system under intelligent grid framework, it is characterised in that data visualization technique includes scatterplot matrices technology, data flow diagram technology, tree graph technology, bubble chart and parallel coordinate system technology.
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Cited By (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106940838A (en) * | 2017-02-27 | 2017-07-11 | 广州海颐软件有限公司 | Expansible wisdom sale of electricity operation platform under a kind of cloud service framework |
| CN107480259A (en) * | 2017-08-15 | 2017-12-15 | 上海数聚软件系统股份有限公司 | A kind of dynamic and visual enterprise management system and application process based on index system |
| CN109118096A (en) * | 2018-08-20 | 2019-01-01 | 广东电网有限责任公司 | A kind of grid health status evaluation method for benefiting from balance based on hair |
| CN109636154A (en) * | 2018-11-30 | 2019-04-16 | 国网山东省电力公司 | A kind of power grid operation monitoring precision management system based on operation map |
| CN110019176A (en) * | 2019-04-11 | 2019-07-16 | 普元信息技术股份有限公司 | Improve the data improvement control system that data administer service success rate |
| CN110069479A (en) * | 2018-12-11 | 2019-07-30 | 珠海市新德汇信息技术有限公司 | A kind of public security big data administering method |
| CN110363383A (en) * | 2019-06-03 | 2019-10-22 | 华东电力试验研究院有限公司 | A kind of distributed power generation monitoring technology based under digital development |
| CN110489459A (en) * | 2019-08-07 | 2019-11-22 | 国网安徽省电力有限公司 | A kind of enterprise-level industry number fused data analysis system based on big data platform |
| CN110990656A (en) * | 2019-10-14 | 2020-04-10 | 广西电网有限责任公司贺州供电局 | System for visual analysis of big data of smart power grid |
| CN111047181A (en) * | 2019-12-09 | 2020-04-21 | 华南理工大学广州学院 | Core index comprehensive benefit analysis system based on power grid monitoring operation center |
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| CN111695759A (en) * | 2020-04-23 | 2020-09-22 | 贵州乌江水电开发有限责任公司 | Operation and maintenance service management method and device |
| CN111884803A (en) * | 2020-05-29 | 2020-11-03 | 成都德承科技有限公司 | Data processing method based on graphical modeling result |
| CN111882453A (en) * | 2020-06-21 | 2020-11-03 | 国网河北省电力有限公司信息通信分公司 | Power grid enterprise management system based on novel technology application of cloud migration intelligence |
| CN113507504A (en) * | 2021-06-17 | 2021-10-15 | 北京亚讯鸿达技术有限责任公司 | Communication system based on 5G and VPN composite multi-source access IP framework |
| CN114004508A (en) * | 2021-11-04 | 2022-02-01 | 广东电网有限责任公司广州供电局 | Power grid enterprise data sharing pool |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20130238294A1 (en) * | 2012-03-07 | 2013-09-12 | Siemens Corporation | Global solutions of smart building-grid energy management models |
| CN103530823A (en) * | 2013-10-25 | 2014-01-22 | 湖南大学 | Comprehensive microgrid planning and design evaluation system based on OTFN-AHP |
-
2015
- 2015-11-27 CN CN201510843307.2A patent/CN105760980A/en active Pending
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20130238294A1 (en) * | 2012-03-07 | 2013-09-12 | Siemens Corporation | Global solutions of smart building-grid energy management models |
| CN103530823A (en) * | 2013-10-25 | 2014-01-22 | 湖南大学 | Comprehensive microgrid planning and design evaluation system based on OTFN-AHP |
Non-Patent Citations (1)
| Title |
|---|
| 李灿: "基于信息集成的企业运营监控体系研究", 《中国博士学位论文全文数据库（经济与管理科学辑）》 * |
Cited By (23)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106940838A (en) * | 2017-02-27 | 2017-07-11 | 广州海颐软件有限公司 | Expansible wisdom sale of electricity operation platform under a kind of cloud service framework |
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| CN111080056A (en) * | 2019-11-07 | 2020-04-28 | 国网河北省电力有限公司电力科学研究院 | Single-point detection mechanism capacity improving method and system based on dynamic and static detection capacity analysis |
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| CN111047181A (en) * | 2019-12-09 | 2020-04-21 | 华南理工大学广州学院 | Core index comprehensive benefit analysis system based on power grid monitoring operation center |
| CN111695759A (en) * | 2020-04-23 | 2020-09-22 | 贵州乌江水电开发有限责任公司 | Operation and maintenance service management method and device |
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