CN107256443B - Line loss real-time computing technique based on business and data integration - Google Patents

Line loss real-time computing technique based on business and data integration Download PDF

Info

Publication number
CN107256443B
CN107256443B CN201710251757.1A CN201710251757A CN107256443B CN 107256443 B CN107256443 B CN 107256443B CN 201710251757 A CN201710251757 A CN 201710251757A CN 107256443 B CN107256443 B CN 107256443B
Authority
CN
China
Prior art keywords
data
electricity
line loss
platform
model
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN201710251757.1A
Other languages
Chinese (zh)
Other versions
CN107256443A (en
Inventor
黄文思
刘道新
柏峻峰
胡航海
陈宏�
陆鑫
陈婧
刘昌卿
廖华东
范成锋
谷峪
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
State Grid Corp of China SGCC
State Grid Information and Telecommunication Co Ltd
Original Assignee
State Grid Corp of China SGCC
State Grid Information and Telecommunication Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by State Grid Corp of China SGCC, State Grid Information and Telecommunication Co Ltd filed Critical State Grid Corp of China SGCC
Priority to CN201710251757.1A priority Critical patent/CN107256443B/en
Publication of CN107256443A publication Critical patent/CN107256443A/en
Application granted granted Critical
Publication of CN107256443B publication Critical patent/CN107256443B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0639Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • G06Q10/06393Score-carding, benchmarking or key performance indicator [KPI] analysis
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2458Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
    • G06F16/2462Approximate or statistical queries
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/25Integrating or interfacing systems involving database management systems
    • G06F16/254Extract, transform and load [ETL] procedures, e.g. ETL data flows in data warehouses
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/06Energy or water supply
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D10/00Energy efficient computing, e.g. low power processors, power management or thermal management
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y04INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04SSYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
    • Y04S50/00Market activities related to the operation of systems integrating technologies related to power network operation or related to communication or information technologies
    • Y04S50/16Energy services, e.g. dispersed generation or demand or load or energy savings aggregation

Landscapes

  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Human Resources & Organizations (AREA)
  • General Physics & Mathematics (AREA)
  • Economics (AREA)
  • Strategic Management (AREA)
  • Databases & Information Systems (AREA)
  • Probability & Statistics with Applications (AREA)
  • Development Economics (AREA)
  • Marketing (AREA)
  • Educational Administration (AREA)
  • Health & Medical Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • General Business, Economics & Management (AREA)
  • Tourism & Hospitality (AREA)
  • Data Mining & Analysis (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Fuzzy Systems (AREA)
  • Primary Health Care (AREA)
  • General Health & Medical Sciences (AREA)
  • Water Supply & Treatment (AREA)
  • Public Health (AREA)
  • Computational Linguistics (AREA)
  • Software Systems (AREA)
  • Mathematical Physics (AREA)
  • Game Theory and Decision Science (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Supply And Distribution Of Alternating Current (AREA)

Abstract

The line loss real-time computing technique based on business and data integration that the present invention provides a kind of, analyzes the specification of Controlling line loss under electric power enterprise full-service integrated condition;Based on the analysis results, line loss management system of local electric network and specialized department are subjected to business and manage the integrated of data;Building line loss calculation model is simultaneously managed model;Line loss is carried out based on the model to calculate in real time.Line loss real-time computing technique proposed by the present invention based on business and data integration, for line loss on-line monitoring, analyze, show with decreasing loss aid decision formulate etc. advanced application take a firm foundation, promote Business Economic Benefit to be promoted, ensures that energy-saving and emission-reduction develop green energy resource service society people's livelihood ambitious goal and provide safeguard to realize.

Description

Line loss real-time computing technique based on business and data integration
Technical field
The present invention relates to electric network data processing, in particular to a kind of line loss based on business and data integration side of calculating in real time Method.
Background technique
With the development of China's economic society, electricity needs rapid growth, energy development center of gravity is constantly moved westwards, is moved northward, west The scale that portion and northern Energy Base are transmitted electricity to east midland load center is increasing, distance is more and more remoter, especially cleaning energy The needs that source large-scale develops and utilizes make power grid security, clean energy resource development, Which Ecological Environment Faced serious problems.National grid While providing strong electric power safeguard for socio-economic development, requirements at the higher level are proposed to the work of power grid saving energy and decreasing loss.Line Loss rate index comprehensive reflects the loss of each link in operation of power networks, every core business such as concentrated reflection production, scheduling, marketing Management level.State Grid Corporation of China payes attention to electricity and Controlling line loss for a long time, establishes complete electricity statistics and Controlling line loss body System, normalization carry out hair and wait electricity statistics and line losses indices management, theoretical line loss caluclation etc. for selling.In recent years, electric power is looked forward to Industry widelys popularize intelligent electric meter application, constantly improve special information system, promotes battalion to match perforation, integrated services, data sharing, is It calculates and automatically generates in real time based on the integrated same period day line loss with normal data model construction of full-service and create essential condition, But due to lacking unified support system, the supervision control effect of line loss per unit index is difficult to effectively play.
Summary of the invention
To solve the problems of above-mentioned prior art, the invention proposes a kind of line based on business and data integration Real-time computing technique is damaged, calculates and automatically generates in real time based on the integrated same period day line loss with normal data model construction of full-service Method it is integrated by full-service related system, comprehensive a variety of current advanced technologies extract data, clean conversion and add It carries, building meets the normal data model that same period day line loss calculates in real time, realizes the same period day line loss for meeting lean management It calculates and automatically generates in real time.
Step 1: the specification of Controlling line loss under full-service integrated condition is analyzed;
Step 2: based on the analysis results, line loss management system of local electric network and specialized department is subjected to business and manage the integrated of data;
Step 3: building line loss calculation model is simultaneously managed model;
Step 4: line loss is carried out based on the model and is calculated in real time.
Preferably, the Controlling line loss includes critical point management, Topology Management, file administration, statistical line losses management, same period line Management, theory wire loss management, INDEX MANAGEMENT, line loss monitoring and analysis, panorama displaying, information is damaged to issue.
Preferably, described that line loss management system of local electric network and specialized department are subjected to business and manage the integrated of data, further wrap It is flat to the common data resource pool of data division center data field and marketing Base data platform, mass data to include the present invention Platform, power network GIS platform, unified rights platform (ISC) are integrated.
Preferably, described be integrated in includes data integration, platform intergration in mode, and is realized always by longitudinal data transmission (dividing) portion and province's (city) two-stage platform perforation;Wherein data integration include and market, transport inspection, scheduling, development system it is integrated;It is flat The common data resource pool and marketing Base data platform, mass data in the integrated structural data area including data center of platform are flat Platform, power network GIS platform, IMS system, unified rights platform (ISC) are integrated.
Preferably, the marketing Base data platform is integrated with sales service application system, province by ESB Enterprise Service Bus The service interface that system provides saves sales service application system and passes through ESB Enterprise Service Bus access province marketing Base data platform The data service of offer;It saves sales service application data and province's marketing Base data platform is copied to by OGG mode;
The provincial calculating of line loss management system of local electric network is deployed in provincial data center with storage service, is accessed by JDBC mode Save marketing Base data platform user stoichiometric point meter archive information, issue electricity sales amount detailed data, carry out route, platform Area's line loss calculation, and in calculated result access family number related information.
Preferably, the provincial calculating of line loss management system of local electric network is extracted with storage service line loss calculation result data by ETL mode Longitudinal data is carried out by Unified Data Interchange Platform afterwards and is transferred to the general headquarters being deployed in data center, general headquarters calculating and storage Service;It extracts general headquarters by ETL mode and calculates and carry out line loss monitoring, analysis work with the line loss calculation result of storage service;
When having user, stoichiometric point, meter newly-increased, marketing Base data platform is on demand by OGG mode from sales service Application system carries out data duplication, and the provincial calculating of line loss system and storage service are called according to renewal time by JDBC mode and worked as Preceding newest detailed data executes line loss calculation, and updates the related information at newest family number;
When user, stoichiometric point, meter attribute, batch meter, batch meter and stoichiometric point relationship change, basic number of marketing Data update is carried out on demand according to platform, and record attribute changes the time, the provincial calculating of line loss system passes through JDBC with storage service Mode calls directly;
When user, stoichiometric point, meter attribute, batch meter, batch meter and stoichiometric point relationship are deleted, basic number of marketing Record deletion time when executing delete operation according to platform, the provincial calculating of line loss system and storage service are directly adjusted by JDBC mode With log is deleted, line loss system related data is updated.
Preferably, the electricity of the line loss management system of local electric network calculates service module, is taken out using magnanimity platform standard interface mode Table bottom registration is taken to carry out electricity and line loss calculation, corporate HQ disposes line loss management system of local electric network application service and passes through province-level data interface The detailed data of table bottom registration needed for access service inquires electricity and line loss calculation using magnanimity platform standard interface mode;
Provincial company power information acquisition system uses magnanimity platform standard interface mode (UAPI) electric energy meter bottom registration, changes Table record, operation exception information are stored from data source on demand to mass data platform;Line loss management system of local electric network start by set date line loss pipe The electricity of reason system calculates service and carries out electricity and line loss calculation;By electricity calculated result and slightly summarize data to be written in data The structural data area of the heart;Line loss electricity data summarizes after data are extracted by ETL mode with slight through uniform data exchange Platform carries out longitudinal data and is transmitted to data center, general headquarters;Integrated electricity and line loss management system of local electric network are by ETL mode from general headquarters Data center extracts required electricity and line loss data;The access service of line loss management system of local electric network province-level data interface uses magnanimity platform The managing detailed catalogue of table bottom registration needed for standard interface mode inquires electricity and line loss calculation.
Preferably, when power grid model has it is newly-increased when, regulation be centrally generated corresponding CIM/E or XML electric network composition mould Type file;Data center's start by set date electric network composition data access service, and call integrated electricity and line loss management system of local electric network portion CIM/E the or XML power grid model analysis service of administration starts data parsing operation, and line loss management system of local electric network is in parsing power grid knot When structure data, file-sharing area is scanned first, and newly-increased CIM/E or XML model file are started to parse, then pass through the side JDBC Formula is written to parsing result data in the area buffer in structural data area, data center, after the completion of processing, original CIM/E or XML power grid model file will be moved to processed area;The area buffer data are written the daily timing in final data center The area CIM is line loss system and the shared use of other systems;
When power grid model changes, regulation center regenerates corresponding CIM/E or XML power grid model File provides shared;It is consistent with newly-increased processing operation before the area buffer is written, table keyword is only pressed when the area CIM is written Duan Jinhang data update.
Preferably, the power network GIS platform provides the service of customized a variety of pel loading methods based on SG-UAP Interface, for line loss management system of local electric network Power grid structure figure, stand in primary connection circuit figure and electric network current diagram displaying support is provided, And battalion is provided for line loss system and supports matching net wire loss to calculate with perforation data;The realization of integration mode includes:
1) battalion is with perforation data integration: low-voltage customer is integrated point and power grid end-equipment (access point) with low-pressure metering box Corresponding relationship is established, high voltage customer is combined into integrated point and power grid with electricity consumer number, power supply (distributed generation resource), stoichiometric point group End-equipment establishes corresponding relationship, and integrated or more substation, route, public affairs become, low-voltage circuit grid equipment information is with GIS system Subject to system;Integrated point and Middle Voltage below, low-voltage customer archive information are subject to marketing system;Line loss management system of local electric network passes through The battalion of power network GIS platform offer is called to realize that high pressure specially becomes user's mapping, public change (power distribution room) with perforation data-interface service Mapping, low-voltage meter box-access point map data acquisition;
2) service application service is integrated: integrated electricity and line loss management system of local electric network are by calling power network GIS platform to provide All kinds of power grid spatial Information Services realize related service application, including the service of grid graph browsing, grid graph Query Location Service, electrical network analysis service.
Preferably, the line loss calculation model includes at least one of:
Subregion computation model: regional model calculates the line loss calculation mould established in certain area according to region critical point information Type, regional model are divided into province and district city, county's three classes computation model according to region level and critical point;
Total infeed electricity * in line loss per unit=(always confessing electricity in total infeed electricity-region in region)/region 100%;
Total infeed electricity=∑ block supply amount in region;
Electricity=∑ region electricity sales amount is always confessed in region;
Divide computation model: the voltage division according to power grid is the partial pressure line loss model of different stage, in certain area Same voltage level circuit line loss establishes line loss model, and completes model line loss computing function;
The total infeed electricity * 100% of line loss per unit=(always the confessing electricity of total infeed electricity-model of model)/model;
Total infeed electricity=∑ higher level of model is transferred to+and ∑ power plant infeed+∑ peer is transferred to;
Model always confess electricity=∑ junior produce+∑ high voltage customer electricity+∑ peer produces+∑ junior is counter send+∑ It is counter to serve grade;
Subelement computation model: establishing a set of computer installation and the processing model of interior each component of standing, office electricity consumption, and foundation Model calculates the kwh loss situation of each section equipment,
Line loss per unit=(stoichiometric point of model always feeds electricity-model stoichiometric point and always confesses electricity)/model stoichiometric point It is total to feed electricity * 100%;
The stoichiometric point of model always feeds electricity=∑ configuration input stoichiometric point electricity;
The stoichiometric point of model always confesses electricity=∑ configuration output stoichiometric point electricity;
Separated time road computation model: calculating the disengaging electricity on a certain route road, calculates the electric quantity loss situation on route;
Line loss per unit=(route stoichiometric point always feeds electricity-route electricity sales amount)/route stoichiometric point always feeds electricity * 100%
Route stoichiometric point always feeds electricity=∑ configuration input stoichiometric point electricity;
Route electricity sales amount=∑ circuit output electricity;
The area Fen Tai computation model: establishing and the critical point Tai Qu relationship, obtains affiliated under corresponding of platform area area's summary table and platform area Electricity consumption customer relationship, calculated according to platform area computation model;
Line loss per unit=(platform area summary table electricity-platform area electricity sales amount)/platform area summary table electricity * 100%;
Platform area summary table electricity=platform area K is always copied and is seen that+K always adjusts electricity;
The platform area electricity sales amount=area ∑Tai user's sale of electricity.
It is preferably, described that model is managed, further includes:
The unitized management of implementation model, makes administrative staff complete the configuration modification to four sub-models by web page;Make be Electricity in system, which is calculated, uniformly completes unified collocation with line loss calculation, meets general headquarters, province, city, county, power supply station's unit electricity at different levels Amount and line loss multi-element management demand.
The present invention compared with prior art, has the advantage that
Line loss real-time computing technique proposed by the present invention based on business and data integration, be line loss on-line monitoring, analysis, Show and take a firm foundation with advanced applications such as decreasing loss aid decision formulations, Business Economic Benefit is promoted to be promoted, is ensured to realize Energy-saving and emission-reduction develop green energy resource service society people's livelihood ambitious goal and provide safeguard.
Detailed description of the invention
Fig. 1 is that integrated electricity and line loss management system of local electric network and other operation system data integration information of the invention are illustrated Figure.
Fig. 2A and 2B is system and marketing Base data platform integrated relationship figure.
Fig. 3 is system and mass data platform intergration relational graph.
Fig. 4 system and use extraction system integrated relationship figure.
Fig. 5 system and plateform system integrated morphology figure.
Fig. 6 is to integrate structure chart with OMS/SCADA system data.
Fig. 7 is system and magnanimity platform, data center's integrated relationship figure
Fig. 8 is system and Electric Energy Acquisition System integrated relationship figure.
Fig. 9 is system and data center's data integration structure chart.
Figure 10 is that system and PMS system data integrate structure chart.
Figure 11 is that system and power network GIS platform integrate schematic diagram.
Figure 12 is timing and power network GIS platform data integration scene figure.
Figure 13-15 is respectively the schematic diagram data of three kinds of critical point model, line loss electricity model and line loss model models.
Figure 16 is partial pressure day line loss calculation flow chart.
Figure 17 is the calculation flow chart of region day line loss.
Figure 18 is the calculation flow chart of subelement day line loss.
Figure 19 is the calculation flow chart of platform area day line loss.
Figure 20 is critical point electricity real-time monitoring surface chart.
Figure 21 is that line loss monitors surface chart in real time.
Figure 22 is operation of power networks status monitoring surface chart.
Figure 23 illustrates all data index accounting.
Figure 24 is that same period line loss shows analysis schematic diagram.
Figure 25 and Figure 26 is respectively route billboard and platform area billboard.
Specific embodiment
The detailed description to one or more embodiment of the invention is provided below.This hair is described in conjunction with such embodiment It is bright, but the present invention is not limited to any embodiments.The scope of the present invention is limited only by the appended claims, and the present invention cover it is all More substitutions, modification and equivalent.Illustrate many details in order to provide thorough understanding of the present invention in the following description.Out These details are provided in exemplary purpose, and can also be according to power without some or all details in these details Sharp claim realizes the present invention.
The present invention combines current Controlling line loss status and requirement, carries out to the specification of Controlling line loss under full-service integrated condition Analysis, proposes the mature solution of a day same period line loss system integration, model construction and real-time computing technique.Under introducing first Several basic conceptions that text will occur:
SG-CIM: State Grid Corporation of China's common information model, a kind of abstract model, it is described in an electric power enterprise All objects, these objects are normally contained in Energy Management System model.
The abbreviation of ODS:Operational Data Stored is the optional part of data warehouse architecture.ODS is deposited The data of storage are substantially consistent with source system for storing buffered data;ODS unified information view area is by data by turning It changes and the unique true shared data of enterprise's offer is provided and provides place, the week that online data stores for the transverse direction of data is shared Phase is generally shorter, referred to as the data of " current, constantly variation ".ODS is to provide the effect in place for data exchange.
Integration data switching plane: integration data switching plane is logical in order to construct the exchange between two-stage data center Road cascades data center, it is desirable that the database structure of the operation system in two-stage data center is isomorphism.
E language: electric power system data markup language -- E linguistic norm is in 61970-301 public number of electric system of IEC According to the object-oriented of MODEL C IM (Common Information Model) it is abstract on the basis of, for CIM in a manner of XML into The new and effective electric power system data markup language of the prepared one kind of efficiency defect gone when describing.
CIS: finger assembly interface specification (CIS, Component Interface Specification).It is described in detail It is that components/applications should be realized, can in the standard fashion with other components/applications carry out information exchange and/or access common data Interface.Including GDA (general test platform), HSDA (high-speed data access), GES (general event and subscription), TSDA (when Between sequence data access) four kinds of interface types.
ETL: being the abbreviation of Extract (extraction), Transform (conversion), Load (load) initial, provides data Extraction, data conversion, data load function.Data pick-up is to extract the number that purpose data source systems need from source data source system According to;The data that data conversion will be obtained from source data source are converted into the form of purpose data source requirement according to business demand, and Mistake, inconsistent data are cleaned and processed;Data after data load will be converted are loaded into purpose data source.
By to the integrated electricity pass for integrating business diagnosis, carrying out for current Controlling line loss related to Controlling line loss Mouth management, Topology Management, file administration, statistical line losses management, same period Controlling line loss, theory wire loss management, INDEX MANAGEMENT, line loss The core business applications such as monitoring is shown with analysis, panorama, information is issued, the present invention and hair plan, marketing, fortune inspection, state's tune center etc. Specialized department carries out business and manages the integrated of data.The comprehensive, timely of these integrated datas, accurate delivery, direct relation line The orderly development of damage management related service.Integrated list is as shown in Table 1 and Table 2:
Total (dividing) the portion's platform horizontal integrating list of table 1.
2. provincial company horizontal integrating list of table
It is analyzed by the platform intergration of integrated electricity and line loss management system of local electric network, the present invention is to data division center data The common data resource pool and marketing Base data platform, mass data platform, power network GIS platform, unified rights platform in area (ISC) it is integrated, meets integrated electricity and line loss management system of local electric network runs well and the needs of business development.Integrated list is such as Shown in table 3:
The description of 3. platform intergration information of table
Integrated electricity and line loss management system of local electric network integration mode include above-mentioned data integration, platform intergration, and pass through longitudinal direction Data transmission realizes total (dividing) portion and saves the perforation of (city) two-stage platform.Wherein data integration includes and markets, transports inspection, scheduling, hair The systems such as exhibition integrate;Platform intergration includes the common data resource pool in the structural data area of data center and basic number of marketing It is integrated etc. according to platform, mass data platform, power network GIS platform, IMS system, unified rights platform (ISC).Its data, platform collection At relationship as shown in Figure 1, being simultaneously listed below table 4 in a tabular form:
Data integration information between table 4- operation system
A and 2B referring to fig. 2, by transmitted data amount, the transmission frequency etc. for integrating demand with Marketing Major system data The analysis of element, for the horizontal integrating data requirements of integrated electricity and line loss management system of local electric network and province's (city) level, using battalion Sell the technology path of Base data platform.
It saves marketing Base data platform and the clothes of province's sales service application system offer is integrated with by ESB Enterprise Service Bus Business interface, province's marketing Base data platform offer can also be accessed by ESB Enterprise Service Bus by saving sales service application system Data service;It saves sales service application data and province's marketing Base data platform is copied to by OGG mode.
Integrated electricity and the provincial calculating of line loss management system of local electric network and storage service are deployed in provincial data center, pass through JDBC Mode access province marketing Base data platform user stoichiometric point the detailed datas such as the archive informations such as meter, distribution electricity sales amount, into Row line, platform area line loss calculation, and the related informations such as family number are accessed in calculated result.
Integrated electricity and the provincial calculating of line loss management system of local electric network and storage service line loss calculation result data pass through ETL mode After extraction by Unified Data Interchange Platform carry out longitudinal data be transferred to the general headquarters that are deployed in data center, general headquarters calculate with Storage service.
Integrated electricity extracts general headquarters' calculating by ETL mode with line loss system and the line loss calculation result of storage service is opened The work such as the monitoring of show line damage, analysis.
Newly-increased treatment process is described as follows: when having user, stoichiometric point, meter newly-increased, marketing Base data platform is on-demand Data duplication is carried out from sales service application system by OGG mode, the provincial calculating of line loss system passes through JDBC with storage service Mode calls current newest detailed data to execute line loss calculation according to renewal time, and updates the related informations such as newest family number.
Exception processes process description are as follows: when user, stoichiometric point, meter attribute, batch meter, batch meter and stoichiometric point relationship are sent out When changing more, marketing Base data platform carries out data update on demand, and record attribute changes time, the provincial calculating of line loss system It is called directly with storage service by JDBC mode.
Delete processing process description are as follows: when user, stoichiometric point, meter attribute, batch meter, batch meter and stoichiometric point relationship are sent out When raw deletion, record deletion time when Base data platform of marketing executes delete operation, line loss system is provincial to be calculated and stores clothes Business calls directly deletion log by JDBC mode, updates line loss system related data.
As shown in figure 3, power information acquisition system passes through magnanimity platform standard interface mode for electric energy meter bottom registration, electricity Mass data platform is written in the information such as data.Provincial company disposes integrated electricity and the electricity of line loss management system of local electric network calculates service mould Block extracts table bottom registration using magnanimity platform standard interface mode and carries out electricity and line loss calculation.Corporate HQ's deployment integration Electricity is looked by the access service of province-level data interface using magnanimity platform standard interface mode with line loss management system of local electric network application service The detailed datas such as table bottom registration needed for asking electricity and line loss calculation.
Referring to fig. 4, provincial company power information acquisition system is using magnanimity platform standard interface mode (UAPI) electric energy meter Bottom registration, change table record, be operating abnormally information stored on demand from data source to mass data platform.
The electricity of integrated electricity and line loss management system of local electric network start by set date line loss management system of local electric network calculate service carry out electricity with Line loss calculation.
The calculating service of integrated electricity and line loss management system of local electric network summarizes data write-in number by electricity calculated result and slightly According to the structural data area at center.
Line loss electricity data and slightly summarizes after data are extracted by ETL mode and indulged by Unified Data Interchange Platform Data center, general headquarters is transmitted to data.
Integrated electricity and line loss management system of local electric network by ETL mode from data center, general headquarters extract needed for electricity and line loss Data.
Integrated electricity and the access service of line loss management system of local electric network province-level data interface use magnanimity platform standard interface mode The managing detailed catalogues such as table bottom registration needed for inquiring electricity and line loss calculation.
In Fig. 5, CIM/E is centrally generated by regulation or XML format file (preferentially using CIM/E format) is provided and shared.
The electric network composition analysis service of integrated electricity and line loss management system of local electric network deployment is called by provincial data center, will parse The structural data area of data center is written by JDBC connection type for data afterwards.
Integrated electricity and the Data Matching service of line loss management system of local electric network start by set date, by scheduling nomenclature principle Auto-matching PMS information, basic data needed for forming Controlling line loss.
Line loss basic data extracted by ETL mode after by Unified Data Interchange Platform carry out longitudinal data transmission.
The line loss basic data that integrated electricity and line loss system extract data center, general headquarters carries out critical point management, line loss meter The work such as calculation.
Fig. 6 is to integrate structure chart with OMS/SCADA system data.When power grid model has it is newly-increased when, regulation center is raw At corresponding CIM/E or XML power grid model file.Data center's start by set date electric network composition data access service, and adjust With CIM/E the or XML power grid model analysis service of integrated electricity and line loss management system of local electric network deployment, start data parsing behaviour Make.Integrated electricity and line loss management system of local electric network scan file-sharing area when parsing electric network composition data first, for newly-increased CIM/E or XML model file start to parse, and parsing result data are then written to data center's structuring by JDBC mode The area buffer of data field, after the completion of processing, original CIM/E or XML power grid model file will be moved to processed Area.The area CIM is written in the area buffer data by the daily timing in final data center, for integrated electricity and line loss system and other systems Altogether enjoy use.
When power grid model changes, regulation center regenerates corresponding CIM/E or XML power grid model File provides shared.It is consistent with newly-increased processing operation before the area buffer is written, table keyword is only pressed when the area CIM is written Duan Jinhang data update.
Referring to Fig. 7, if power supply file data stores in scheduling system, the data file provided by regulation center (CIM/E, CIM/G file) be sent in a manner of Mail file-sharing area, data center or mass data platform wait locate Area is managed, is one if power supply archives are pushed to the marketing Base data platform in structural data area, data center in marketing system Body electricity and line loss management system of local electric network provide data sharing.
If Electric Energy Acquisition System stores in scheduling system, by being pushed to mass data after CIM/E document analysis Platform is put down if electric energy data is acquired or integrated in power information acquisition system by being pushed to mass data with extraction system Platform provides data sharing for integrated electricity and line loss management system of local electric network.
Integrated electricity and the access service of line loss management system of local electric network province-level data interface use ETL mode to extract power supply stoichiometric point Archives.
Integrated electricity extracts electric flux using UAPI mode with the access service of line loss management system of local electric network province-level data interface and adopts Collect the data amount of being powered to calculate.
Fig. 8 and Electric Energy Acquisition System integrated relationship figure.Provincial company power supply volume file data and generated energy acquisition data hair When changing more, magnanimity platform and structural data area can be repeatedly pushed data into.
For structural data area, provincial company data center when handling incremental data and change data, common pool can root According to timestamp and the additional incremental data of tables of data major key, merge change data;Base data platform OGG technology of marketing realizes acquisition The synchronous duplication of file data.
Metering shelves of powering are extracted in integrated electricity and line loss management system of local electric network province-level data interface access service using ETL mode Case data merge change file data using timestamp and the additional incremental data of tables of data major key.
Integrated electricity and the access service of line loss management system of local electric network province-level data interface use streaming not when calculating power supply volume Landing calculates, and can handle newest generated energy acquisition data, realizes that electricity data refreshes.
Fig. 9 and data center's data integration structure chart.Equipment (assets) O&M lean management system will be defeated by ETL mode Electric part, distribution section, low-pressure section and electricity system nameplate Runtime Library information are pushed to provincial data center.Provincial data center Data center, corporate HQ is longitudinally transferred to by Unified Data Interchange Platform.Integrated electricity passes through with line loss management system of local electric network Power network topology needed for ETL mode extraction system and Unit account of plant information.
Figure 10 and PMS system data integrate structure chart.Equipment (assets) O&M lean management system will be defeated by ETL mode Electric part, distribution section, low-pressure section and electricity system nameplate Runtime Library information push to provincial data center.Pass through data hook pair The grid equipment account for dispatching 35kV or more is mapped by service with the device name of PMS system automatically.And pass through number According to hooking to service, the relation data of hook pair is updated to the structural data area of data center.Pass through Unified Data Interchange Platform Hook longitudinally pushes in corporate HQ's data the transmission of electricity of completion, distribution, low-pressure section and electricity system nameplate Runtime Library information The heart.Power network topology needed for integrated electricity and line loss management system of local electric network extract line loss system by ETL+ mode and Unit account of plant letter Breath.
Power network GIS platform provides the service interface of customized a variety of pel loading methods based on SG-UAP, is integrated Primary connection circuit figure and electric network current diagram, which are shown, in changing the Power grid structure figure of electricity and line loss management system of local electric network, standing provides branch Support, and provide battalion for line loss system and support matching net wire loss to calculate with perforation data.
The realization of integration mode:
1) battalion is with perforation data integration: low-voltage customer is integrated point and power grid end-equipment (access point) with low-pressure metering box Corresponding relationship is established, high voltage customer is combined into integrated point and power grid with electricity consumer number, power supply (distributed generation resource), stoichiometric point group End-equipment establishes corresponding relationship, and the grid equipments information such as integrated or more substation, route, public change, low-voltage circuit is with GIS Subject to system;Integrated point and Middle Voltage below, low-voltage customer archive information are subject to marketing system.Integrated electricity and line Damage management system is reflected by the battalion for calling power network GIS platform to provide with perforation data-interface service to realize that high pressure specially becomes user It penetrates, public change (power distribution room) mapping, low-voltage meter box-access point mapping data acquisition.
2) service application service is integrated: integrated electricity and line loss management system of local electric network are by calling power network GIS platform to provide All kinds of power grid spatial Information Services (grid graph browses service, the service of grid graph Query Location, electrical network analysis service etc.) are come Realize related service application.Integrated Solution is realized as shown in figure 11.
Integrated electricity and line loss management system of local electric network and GIS interface divide two ways: timing mode and immediate mode.Timing connects In mouthful, integrated electricity and line loss management system of local electric network extract data from GIS according to fixed frequency (day month).Integrated scenario such as Figure 12 It is shown.
System of the invention establishes the power transmission network and electricity distribution network model for meeting IEC 61970CIM standard, according to power network topology Equipment topology information relationship in management, be divided into partial pressure, subregion, subelement, four seed type of the area Fen Tai computation model carry out pipe Reason.And the various computation models needed in related service are completed, including same period electricity computation model, line loss anomaly analysis model, Voltameter calculates analysis model, high damage diagnostic model, power quantity predicting model etc..Referring specifically to Figure 13-Figure 15.
Line loss four divides the mathematical models to include:
■ subregion computation model: regional model calculates the line loss calculation mould established in certain area according to region critical point information Type, regional model are divided into province and district city, county's three classes computation model according to region level and critical point.
Total infeed electricity * in ■ line loss per unit=(always confessing electricity in total infeed electricity-region in region)/region 100%
Total infeed electricity=∑ block supply amount in region
Electricity=∑ region electricity sales amount is always confessed in region
■ divides computation model: the voltage division according to power grid is the partial pressure line loss model of different stage, to certain area Interior same voltage level circuit line loss establishes line loss model, and completes model line loss computing function.
The total infeed electricity * 100% of line loss per unit=(always the confessing electricity of total infeed electricity-model of model)/model
Total infeed electricity=∑ higher level of model is transferred to+and ∑ power plant infeed+∑ peer is transferred to
Model always confess electricity=∑ junior produce+∑ high voltage customer electricity+∑ peer produces+∑ junior is counter send+∑ It is counter to serve grade
■ subelement computation model: establishing a set of computer installation and the processing model of interior each component of standing, office electricity consumption, and according to The kwh loss situation etc. of each section equipment is calculated according to model.
Line loss per unit=(stoichiometric point of model always feeds electricity-model stoichiometric point and always confesses electricity)/model stoichiometric point It is total to feed electricity * 100%.
The stoichiometric point of model always feeds electricity=∑ configuration input stoichiometric point electricity
The stoichiometric point of model always confesses electricity=∑ configuration output stoichiometric point electricity
■ separated time road computation model: calculating the disengaging electricity on a certain route road, calculates the electric quantity loss situation on route.
Line loss per unit=(route stoichiometric point always feeds electricity-route electricity sales amount)/route stoichiometric point always feeds electricity * 100%
Route stoichiometric point always feeds electricity=∑ configuration input stoichiometric point electricity
Route electricity sales amount=∑ circuit output electricity
The area ■ Fen Tai computation model: establishing and the critical point Tai Qu relationship, obtains institute under corresponding of platform area area's summary table and platform area The electricity consumption customer relationship of category is calculated according to platform area computation model.
Line loss per unit=(platform area summary table electricity-platform area electricity sales amount)/platform area summary table electricity * 100%
Platform area summary table electricity=platform area K is always copied and is seen that+K always adjusts electricity
The platform area electricity sales amount=area ∑Tai user's sale of electricity
The other modellings of ■
High damage diagnostic model=height damages index < line loss
Year-on-year power quantity predicting model ≈ same period last year electricity
Ring is than power quantity predicting model ≈ last issue electricity
Line loss anomaly analysis model=(line losses indices minimum value>line loss per unit) or (line losses indices maximum value<line loss per unit)
Line loss result global alignment model=(line loss per unit/line loss per unit average value)
The unitized management of implementation model, completes administrative staff rapidly and efficiently to four sub-models by web page Configuration modification;Calculate the electricity in system and the unified completion unified collocation such as line loss calculation.To meet general headquarters, province, city, County, power supply station's unit quantity of electricity at different levels and line loss multi-element management demand.
(1) subregion computation model management
Regional model, which is calculated, establishes the line loss calculation model in certain area, regional model foundation according to region critical point information Electricity is divided into statistical line losses model, same period line loss model for sale of electricity relationship.Subregion statistical line losses model management refers to: to model The corresponding power supply critical point registration information of interior critical point information is calculated and is calculated electricity sales amount is issued in model area, finally completes statistics Line loss calculation provides service for hind computation service.Subregion same period line loss model management refers to: corresponding to critical point information in model Power supply critical point registration information calculate and in model area same period electricity calculate, same period line loss calculation is finally completed, after being Platform calculates service offer service.Table 5 is that subregion segments line loss model table
Table 5- subregion segments line loss model table
(2) partial pressure calculates model management
Voltage division according to power grid is the partial pressure line loss model of different stage, to voltage level electricity same in certain area Damage establishes line loss model, and completes model line loss computing function.Dividing statistical line losses model management Functional Design includes: pair Critical point information is divided in model, corresponding power supply critical point registration calculates and partial pressure electricity sales amount calculates, and finally completes line loss calculation.Point Pressure subdivision line loss model table is as shown in table 6.
Table 6- partial pressure subdivision line loss model table
(3) separated time road computation model management
The disengaging electricity on a certain route road is calculated, the electric quantity loss situation on route is calculated.Separated time road statistical line losses model Management function design are as follows: to the corresponding power supply critical point registration information of route critical point information in model calculating and in model to user It issues electricity sales amount to calculate, finally completes line loss calculation.Separated time road same period line loss model management Functional Design are as follows: to route in model Information corresponding input power supply critical point registration information in critical point is calculated and is calculated user's same period electricity under route in model, last complete At line loss calculation.Table 7 is that separated time road segments line loss model table
7 separated time road of table segments line loss model table
(4) platform area computation model management
Platform section model is established and the critical point Tai Qu relationship, obtains electricity consumption affiliated under corresponding of platform area area's summary table and platform area and uses Family relationship is calculated according to platform area computation model.
Platform area statistical line losses model management Functional Design is to the corresponding power supply critical point registration of the area model Nei Tai critical point information Information is calculated and is calculated electricity sales amount is issued in model, finally completes line loss calculation.Platform area same period line loss model management function is set Meter is to calculate the corresponding power supply critical point registration information of the area model Nei Tai critical point information and calculate same period electricity in model, finally Complete line loss calculation.Table 8 is that the area Fen Tai segments line loss model table
Segment line loss model table in the area Biao8-Fen Tai
(5) subelement computation model management
The processing model of a set of computer installation of subelement model foundation and interior each component of standing, office electricity consumption, and according to model Calculate the kwh loss situation etc. of each section equipment.It includes: that confession is calculated by critical point information that station track, which damages model Functional Design, Electricity and electricity sales amount, computer installation line loss understand interior kwh loss situation of standing.Main transformer line loss model Functional Design includes: to pass through critical point Power supply volume and electricity sales amount is calculated in information, calculates main transformer line loss and understands main transformer kwh loss situation.Bus line loss model function Design includes: that power supply volume and electricity sales amount is calculated by critical point information, calculates bus line loss and understands bus kwh loss situation. Office electricity consumption line loss model Functional Design includes: that power supply volume and electricity sales amount is calculated by critical point information, calculates office electricity consumption Line loss understands office kwh loss situation.Table 9 is that subelement segments line loss model table
Table 9- subelement segments line loss model table
Computation model Measurement period Count level Power supply volume Electricity sales amount
Substation Day Substation Substation inputs electricity Substation exports electricity
Main transformer Day Main transformer Main transformer inputs electricity Main transformer exports electricity
Bus Day Bus Bus inputs electricity Bus exports electricity
Interconnection Day Interconnection Interconnection inputs electricity Interconnection exports electricity
Power purchase critical point Month Power plant Power plant exports electricity Substation, power plant inputs electricity
It stands electricity consumption Month Bus It stands with change output electricity
The present invention by from Electric Energy Acquisition System and sales service application system acquisition to basic electric energy registration, root According to " four points " model, the calculating to partial pressure, region, route, the critical point Tai Qu daily electricity is realized.It include: that critical point day power supply volume calculates, Critical point day produces electricity calculating, and day electricity sales amount calculates, and plant stand daily power consumption calculates.
1) daily power supply volume calculates
Calculating partial pressure, region, route, each critical point in platform area day power supply volume, statistical voltage class, region, route, Tai Qu Day power supply volume.Basic function: the daily power supply volume in partial pressure critical point calculates, the daily power supply volume in region critical point calculates, key line closes The daily power supply volume of mouth calculates, the daily power supply volume in the critical point emphasis Tai Qu calculates.
2) electricity calculating is produced daily
Electricity is produced at calculating partial pressure, region, each critical point of route day, statistical voltage class, region, the power supply of route day Amount.Basic function includes: that electricity calculating is produced at partial pressure critical point daily, voltameter, key line critical point are produced in region critical point daily Electricity calculating is produced daily
3) daily electricity sales amount calculates
High and low pressure user day electricity sales amount is calculated, platform area electricity sales amount is counted, derives route, region, partial pressure day electricity sales amount.Base This work energy: low-voltage customer day electricity sales amount calculates, the daily electricity sales amount in platform area calculates, the daily electricity sales amount of route calculates, component voltage is daily Electricity sales amount calculates
4) station electricity consumption calculates daily
Substation's plant stand is calculated to stand daily electricity consumption.
Real-time line loss statistical management helps manager to understand daily affiliated company grid line loss situation, and power supply network runs feelings Condition.System combines supply and distribution obtained by daily calculate, and power plant's electricity volume carries out line loss calculation, packet according to " four points " model Include: partial pressure day line loss, region day line loss, route day line loss, platform area day line loss, subelement day line loss.
1) day line loss is divided
Calculate certain power supply company's voltage class day line loss situation.Day power supply volume=day power plant is divided to surf the Internet (power purchase)+day It is transferred to electricity;Partial pressure day line loss=partial pressure day power supply volume-produces electricity-partial pressure day electricity sales amount partial pressure day.
Calculation method:
It is transferred to electricity=other units and is transferred to the other voltage class of electricity+our unit and be transferred to electricity+other voltage class
Anti- power transmission amount+subordinate unit is the same as the anti-power transmission amount of voltage class
It produces electricity=producing other uniies quantity of electricity+and produces other voltage class electricity of our unit+counter and send other voltages
Grade electricity+counter send superior unit with voltage class electricity
Calculation process is referring specifically to Figure 16.It divides in line loss calculation in power supply stoichiometric point electricity calculation process and region line loss It is consistent, partial pressure line loss critical point electricity by partial pressure critical point property summarize calculating automatically.
2) region day line loss
Calculate certain power supply company's region line loss situation.The meter of line loss electricity and line loss per unit is carried out according to region day supply and distribution It calculates.
Calculation method:
Regional power supply=area power plant electricity volume+higher level feeds electricity+peer and feeds electricity
Regional power plant's electricity volume includes power plant, junior electricity volume, and such as counting the city-level same period month line loss includes tune power plant, county Electricity volume.It includes saving the critical points electricity such as (city-level calculating), the county Di Dui (calculating at county level) over the ground that higher level, which feeds electricity,.Peer feeds Electricity is calculated including ground-to-ground (city-level calculating), county to county (calculating at county level).Calculation process is as shown in figure 17.Partitioned area line loss It calculates and is completed in general headquarters, according to critical point effective date, critical point and stoichiometric point relationship, stoichiometric point effective date, stoichiometric point positive direction Operation relation calculate critical point electricity, calculate critical point electricity and block supply amount further according to line loss method, finally sent out according to marketing The same period day electricity of row electricity, marketing segmentation electricity and line loss system-computed.
3) subelement day line loss
Calculate each element line loss situation of certain substation.Basic function: plant stand day line loss statistics, plant stand bus day line loss system Meter, plant stand interconnection day line loss statistics, plant stand main transformer day line loss statistics, distribution line day line loss statistics.Day same period element line loss It calculates, including element includes station damage, main transformer loss, bus loss and transmission line loss.
Calculation method:
Calculation process is as shown in figure 18.
4) platform area day line loss
Calculate certain area day line loss situation.Platform area day line loss=platform area day power supply volume-platform area low-voltage customer day electricity sales amount and. Day, same period platform area's line loss calculation was influenced by one polygamy situation of public distribution transforming, and system is also supported to be packaged in terms of platform area line loss calculation Function.
Calculation method:
Calculation process is as shown in figure 19.Same period line loss power supply volume calculating in platform area is consistent with power transformation amount calculating public under route, sells Electricity is completed to calculate in provincial company.Platform family relationship under distribute-electricity transformer district relies on battalion with connection project, passes through distribution transforming-access point- All low-voltage customer information under electricity box-low-voltage customer stoichiometric point Relation acquisition distribution transforming, and summarize user's same period electricity sales amount and upload to General headquarters.
5) large user day line loss
Calculate certain power supply company large user day line loss situation.
Platform of the invention can be automatically performed the calculating task of stoichiometric point electricity, plan target system customization plan daily To complete.Manager can be schemed task by human-computer interaction interface, at the beginning of plan target is arranged, task execution Period, and the performance of plan target can be monitored, including the operation such as start and stop, termination.Platform is handed over using non-obstruction Mutual design method, larger for calculation amount, than relatively time-consuming temporary duty, user submits request to obtain response rapidly after the meeting (to be System is notified that user's calculating task delivered backstage calculates).For being in the plan target of calculating state, system can be known Not and refuse the request that similar calculating task is submitted in user's repetition.For large-scale calculating task, system is using at big data Technological frame is managed, using parallel computation means, realizes high-speed data processing and storage.
On-line monitoring to operating status, metering electricity, load, acquisition rate at fortune critical point, realizes, number abnormal to critical point It is alerted in time according to mistake;Critical point is increased newly, change table, bypass, generation supply, turn for etc. realize information dynamic update and automatic processing, To the traceable retrospect of critical point historic state.Figure 20 is critical point electricity real-time monitoring surface chart.
The real-time line loss that system provides monitors panel, graphically sufficiently shows the details of all kinds of line losses, wraps Region network loss, partial pressure line loss, substation are included without part loss, all standing route line loss and layering line loss, platform area day line loss etc..Figure 21 Surface chart is monitored in real time for line loss.
The grid operating conditions that system provides monitor panel, to critical point operation, the operation of substation's element, user's situ metrology The monitoring of device operation obtains the indices data such as user's voltage, electric current, power factor by data mining function in real time. Figure 22 is operation of power networks status monitoring surface chart.Figure 23 illustrates all data index accounting.
Based on the monthly of distribution synchronous in the professional systems such as power information acquisition system, SG186 system and managing electric quantity Hair, confession, purchase, electricity sales amount, realize subregion, partial pressure, separated time, the area Fen Tai line loss statistical function, detailed data tracing function is provided, It automatically generates required report and report and statistics is reported and submitted step by step.The filling mining function of realizing electricity and line loss data loses acquisition Lose, leak source data notification related system carries out filling mining and verification, and real-time update is to line loss management system of local electric network.Realize platform and each industry The data fusion and seamless interfacing for application system of being engaged in, the traditional means imported between change system by hand, make full use of informationization Means realize that the automation of platform and all kinds of statistical systems generates report and reports and submits function.Figure 24 is that same period line loss shows analysis Schematic diagram.
System has a series of technical indicators, by the abnormal automatic detection of line loss and analysis mechanisms, to system indices Data carry out evaluation analysis, form comprehensive chart billboard.By index billboard, substation's items operating index can be checked Details.The platform area billboard of route billboard and Figure 26 referring specifically to Figure 25.
In the system integration stage, to guarantee that the calling of ESB interface is in specified operation flow, by specific process list Member is initiated, and the present invention provides the application integration of loose coupling, and the application integration for electrical distribution formula isomerous environment provides solution Scheme.Function modeling provided by the application system of the different owners will be belonged to service class, the interconnection of system only focuses on The type of business function rather than the definition mode of interface, less it should be understood that the respectively realization of internal system.It is used on ESB Internal system or the change of the state of outside are converted into servicing by the message model of standard by the notice or subscription/publication of message The response of interface.
ESB is that the integrated of application provides message routing functionality, message format conversion function, service-seeking function, agreement Adapter conversion function and asynchronous event-driven mechanism, trans-departmental, cross-system data exchange, operation flow interaction and Distributed data stores and accesses.Using the application of different technologies realization by the encapsulation of service interface, included by itself Function be articulated in bus.If having initiated service request using to bus system, bus passes through the conversion to request message The solicited message of different application itself is converted into the Rules Message of bus system Unify legislation, is then taken according to Rules Message The content of band carries out routing operations to request message;Different request messages is sent to different event-driven middlewares, by Middleware initiates the calling to service interface, and result is fed back to event-driven middleware;Middleware receive after result according to It is Resealed using the format for initiating request, and passes to requestor.
It by the functional development in application integration to ESB is referred to for guiding according to different business demands with operation flow What kind of interactive mode fixed application needs, and then needs to carry out tissue layout to service interface according to operation flow.The present invention Operation flow can be described in the form of template, when service interface calling occurs, check whether the calling accords with Close the definition of operation flow template.
In order to guarantee the complete and effective of the act of authorization, need to carry out ongoing Authorized operation the constraint of permission. The present invention completes user to the access mandate of shared resource, to authorization privilege using dynamic authorization and Static authorization two ways Restricted problem need to be explicitly defined in Static authorization part.Static authorization is that control user connects the shared resource in system, service The permissions such as mouth, database and document read-write, while also needing to indicate that operation flow needs the workflow template of foundation.For static state Authorization, Permission Constraints rule has been worked out in the access control policy can only be influenced operated by administrator with the authorization for ensuring single Apply user so that authorization illegally will not be transmitted and be destroyed.To guarantee that administrator defines tactful not by illegal transmitting And succession, the access control model use unidirectional authorization path, guarantee that the definition of delegated strategy does not repeat and authorizes path not Intersection, different delegated strategies individually possess authorization path.The authorization incomplete strategy in path will be dropped, and meet trust condition Strategy described in different authorization levels by different nodes, authorize on path there is no intersecting or repeating, determine Transfer of right caused by inheriting or reusing will not occur for the strategy of justice.
Firstly, the completion of Static authorization part needs following three aspects to meet simultaneously: 1) this is executed to shared resource Operation required for authority definition in the property set of user;2) operation set of user includes this Business Stream list executed Member;3) the requested authorization step of user's operation meets the definition of task template.
Dynamic authorization part is the state of the procedure information and current grant step according to workflow on task template, real The access control rule applied.When routine interface is called, the protection state of step is authorized to need to meet safety regulation, i.e., if met Flow of task) limitation, and there is normal protection state, then can be authorized to execution.
For the requirement of access control policy, the active node in the above workflow is carried out to the addition of user class.Work What Lian took over a job Dong Unit member in flowing is activity jump condition, the condition have recorded active unit be transferred to from a certain activity it is another Activity, and have recorded the temporal information of transfer and the service interface that step transfer is called.Activity jump condition has recorded activity The time of transfer occurs to shift the state of workflow when called interface and transfer occur, it can clearly describe work Whether correlation and workflow between unit normally circulate, these information in combination in integrated system shared resource it is controlled Access guarantees that the access of interface is in specific workflow, and is occurred in specific flow elements, so as to electricity The access of shared resource is guaranteed in power application integration environment.
Workflow is initiated by specific application, and is monitored and run by integrated system, based on workflow template, to business The operation order of flow elements is controlled.When interface is initiated in a certain application to be called, integrated system is according to the tune of application Judge whether the application is to initiate a new workflow with information, if the calling is to initiate a new workflow Journey, then the security management program of integrated system judges whether current application has operating right to the shared resource in process;If The program possesses associated rights, and security management program judges whether the program has permission the initiation operation flow, if this is answered The workflow is initiated with having permission, integrated system can load workflow template, monitoring, initial of the creation for the operation flow Change Workflow messages, then completes the creation work of new business process.If be not meant to using made service interface calling New process is initiated, safety management system can carry out the matching of workflow template according to the operation flow at the place of service call, If the calling meets the definition of workflow, and active state is carried out according to circulation sequence, then is able to satisfy dynamic and awards The needs of power.
To realize the structure of container for supporting functional semantics in the data integration based on ESB Enterprise Service Bus, and apply In each operation system, each endpoint server is both configured to independent JBI container, the intermediate node in counter structure and Leaf node;Center service bus provides global routing iinformation and management, corresponding root node.Message transmission between endpoint server It is undertaken by JMS message-oriented middleware.
Service search mechanism is expressed as: service user sends service request to local container, and JBI bundled components receive should Request, and the routing of local standardized message is passed the requests to, if finding matched service in local service registration table, Then it is supplied to user;Otherwise forwarding service is called, the response to forwarding service is to transmit a request to upper layer using service-Engine Container;Continue this process, until finding suitable service.
Message transmission between local container and upper layer container is undertaken by JMS.The message routing of local container node will disappear Breath is routed by the message that JMS message-oriented middleware is sent to upper layer container node, then is handled by the message routing forwarding.Each Message routing in JBI node is owned by the route messages queue of oneself, each message routing on system JMS message server The message queue for monitoring oneself is just handled when discovery has the message sent, which is forwarded to purpose component.
In order to guarantee that multiple deployment of the high reliability there are same system, same service have multiple examples to run at the same time; For specific service request, user need to select a most the superior according to service quality evaluation in candidate service, as clothes It is engaged in the routing destination requested, realizing the dynamic message routing based on QoS.According to each ISP's when program is run QoS dynamic updates the routing iinformation in routing table, the destination for selecting message to send.
Service valuation, service testing and service selecting module are added on ESB respective service component, and dynamic message is set It routes library and stores the container of historical test data.Wherein dynamic message routing library is that a storage can use routing iinformation XML file constantly selects new service to be stored in routing library in integrated system operational process, takes out address of service from routing library The QoS test of each service is carried out, and test result is saved as into historical test data;COMPREHENSIVE CALCULATING test data is to assess clothes Business, chooses optimal service supplier therein to update the routing in current routing table.
In view of needing largely directly to be grasped in power information field to data such as electronic drawings and archives, Project contract etc. Make, the present invention directly encapsulates partial data by the way of data service, provides the access interface of concentration for application layer. The bottom data that various isomeries are integrated by data service is looked into including the SQL statement that can be used in relevant database The data of inquiry;The data that text file or web data etc. cannot use query statement to inquire;It further include that other pass through Web service The data of access.Data service is directly packaged bottom data, rather than accesses data by application service.
The framework of data service is divided into four layers: data Layer, data service layer, SOA layers and application layer.Data Layer includes electricity Various heterogeneous data sources used in the application of power enterprise, as relevant database, XML database and other data services are supported Data format.Data service layer provides single access point for the access data of electric power enterprise internal applications or SOA layers.Number Following functions are provided according to service layer: normal data access operation, such as creation, reading, search and deletion data;Data are provided Data mapping and parsing between source, ISP and basic data source model, shield database platform difference;Use file When with catalogue as data source, non-database architectural difference is shielded.It is functional to construct the above-mentioned institute of data service layer encapsulation, concentrates institute Some data service codes can provide the access details of data to the object in other application service.
Using data service acquisition data are directly accessed, can also be accessed by SOA layers.In distributed-distribution system In, it can be registered by searching for UDDI and call data service to obtain public information.Business datum clothes relevant for enterprise Business, can be supplied to the visitor of enterprises by way of subscribing on ESB.Service requester is not aware that specific access Be which kind of service, unified access can only be carried out by ESB.Data service and other Web services are likely to be at the shape of equity State is all accessed by ESB, it is also possible to be called by Web service.Change to service access interface in special circumstances is led to It crosses and modifies existing Web service, encapsulation of data service, without modifying service request interface in the application.
Various programs in application layer can directly access data service, can also access data service by ESB, can be with The WSDL of data service is searched by the registration above UDDI.
The service request response process flow of ISP and service requester difference is as follows:
1. the service of ISP's publication carries out semantic description in conjunction with QoS ontology and domain body, then passes through registration Center enters in Enterprise Service Bus, is ultimately stored in Web container for calling;
2. semantic description is carried out by system first after service requester proposes demand for services, by service request information semanteme Change, then service request is decomposed, in conjunction with ontology knowledge, according to discovery above, selection, combinational algorithm, final general The service response result matched returns to user.
For the exception in data service combination, the present invention is classified as being operating abnormally nand function exception, is operating abnormally Expression refers to the problem during service operation, as service system is abnormal, Statistical different in terms of data format or content It is often abnormal etc. with service process;The non-functional abnormal expection or service for indicating current service and being unable to satisfy the evolution of user The scene that system is found the problem automatically according to environment and dynamic solves the problems, such as.
Data service is automatically adjusted when perceiving the abnormal conditions in environment, and certainly by service register center The case where moving the targeted issuing service of search and carry out abnormality processing, and passing through abnormality processing carries out for the dynamic of data service State adjustment.For being operating abnormally, sensor model is matched and is inquired to abnormal by prefabricated exception rules;For non-functional The abnormal process by exception service discovery, service discipline and service self-healing carries out planning and modeling again for data service, into one The framework for walking more new data service, to meet new demand for services.
Carry out abnormal monitoring by various dimensions to data service system: resource exception, QoS be abnormal, data sexual abnormality with Service procedure is abnormal, and abnormal rank definition is ranked up generated exception, by monitor it is abnormal into Row classification, to distribute it different treatment processes, principle of classification includes:
It is directed to the executive condition of the physical resource of data service system in the process of running, which includes for data Logic flow situation, network operation situation, running environment executive condition in service system, the meeting when resource exception fluctuation occurs Corresponding exception record is carried out using actual conditions according to resource, and then actively determine with operation exception, thus further Take abnormality processing;
To being monitored during data service operation for system nonfunctional space, service reliability, safety are contained Property, the indexs monitoring such as execution efficiency, can be according to the actual conditions of data service when QoS unusual fluctuations occur during monitoring It is recorded and takes corresponding treating method;
The data consistency and integrality being directed in data service implementation procedure monitor, data relevant to calculating logic Circulation process will perform corresponding processing operation when occurring abnormal;
In face of the functionality monitoring of data service, each sub-services being directed in data service carry out function monitor, together When monitoring sub-services between related information, when logic fluctuation occurs in data service system, flow monitoring will record lower corresponding Exception information is simultaneously chosen abnormality processing method progress abnormality processing appropriate and is repaired.
When an abnormality is discovered, it is performed corresponding processing according to abnormal classification to abnormal, if it is operation exception, first Corresponding abnormal solution is searched in abnormal library, and then searches for required reparation service in UDDI, while by abnormal feelings Condition is added in abnormal log.When in rule base be not present solution when, then directly pass through Service Matching algorithm from UDDI into Row similarity service search, and service replacement is carried out to data service by the algorithm based on compensation cost, if abnormal is non- Dysfunction then needs to handle data service by services selection, training and the process of self-healing.
It should be understood that above-mentioned specific embodiment of the invention is used only for exemplary illustration or explains of the invention Principle, but not to limit the present invention.Therefore, that is done without departing from the spirit and scope of the present invention is any Modification, equivalent replacement, improvement etc., should all be included in the protection scope of the present invention.In addition, appended claims purport of the present invention Covering the whole variations fallen into attached claim scope and boundary or this range and the equivalent form on boundary and is repairing Change example.

Claims (6)

1. a kind of line loss real-time computing technique based on business and data integration, it is characterised in that:
Step 1: the specification of Controlling line loss under full-service integrated condition is analyzed;
Step 2: based on the analysis results, line loss management system of local electric network and specialized department is subjected to business and manage the integrated of data;
Step 3: building line loss calculation model is simultaneously managed model;
Step 4: line loss is carried out based on the model and is calculated in real time;
The Controlling line loss includes critical point management, Topology Management, file administration, statistical line losses management, same period Controlling line loss, theory Controlling line loss, INDEX MANAGEMENT, line loss monitoring is shown with analysis, panorama, information is issued;
It is described that line loss management system of local electric network and specialized department are subjected to business and manage the integrated of data, it further comprise to data center The common data resource pool in structural data area and marketing Base data platform, mass data platform, power network GIS platform, uniformly Permission platform ISC is integrated;
Described be integrated in includes data integration, platform intergration in mode, and realizes total portions and province by longitudinal data transmission The perforation of city's two-stage platform;Wherein data integration includes and markets, transports inspection, dispatches the integrated of system;Platform intergration includes in data The common data resource pool in the structural data area of the heart and marketing Base data platform, mass data platform, power network GIS platform, IMS system, unified rights platform ISC are integrated;
The marketing Base data platform is integrated with the service of province's sales service application system offer by ESB Enterprise Service Bus Interface saves sales service application system by the access of ESB Enterprise Service Bus and saves the data clothes that marketing Base data platform provides Business;It saves sales service application data and province's marketing Base data platform is copied to by OGG mode;
The provincial calculating of line loss management system of local electric network is deployed in provincial data center with storage service, accesses battalion, province by JDBC mode Sell Base data platform user stoichiometric point meter archive information, issue electricity sales amount detailed data, carry out route, platform area line Damage calculates, and the related information at family number is accessed in calculated result;
The provincial calculating of line loss management system of local electric network passes through unified number after extracting with storage service line loss calculation result data by ETL mode Longitudinal data, which is carried out, according to switching plane is transferred to the general headquarters' calculating and storage service being deployed in data center, general headquarters;Pass through ETL Mode, which extracts general headquarters and calculates, carries out line loss monitoring, analysis work with the line loss calculation result of storage service;
When having user, stoichiometric point, meter newly-increased, marketing Base data platform is on demand by OGG mode from sales service application System carries out data duplication, and the provincial calculating of line loss system and storage service are called currently most by JDBC mode according to renewal time New detailed data executes line loss calculation, and updates the related information at newest family number;
When user, stoichiometric point, meter attribute, batch meter, batch meter and stoichiometric point relationship change, marketing basic data is flat Platform carries out data update on demand, and record attribute changes the time, and the provincial calculating of line loss system and storage service pass through JDBC mode It calls directly;
When user, stoichiometric point, meter attribute, batch meter, batch meter and stoichiometric point relationship are deleted, marketing basic data is flat Record deletion time when platform executes delete operation, the provincial calculating of line loss system and storage service are called directly by JDBC mode and are deleted Except log, line loss system related data is updated.
2. the method according to claim 1, wherein the line loss management system of local electric network electricity calculate service module, Table bottom registration is extracted using magnanimity platform standard interface mode and carries out electricity and line loss calculation, corporate HQ disposes Controlling line loss system Application service of uniting is serviced by the access of province-level data interface inquires electricity and line loss calculation using magnanimity platform standard interface mode The detailed data of required table bottom registration;
Provincial company power information acquisition system uses magnanimity platform standard interface mode electric energy meter bottom registration, changes table record, fortune Row exception information is stored from data source on demand to mass data platform;The electricity of line loss management system of local electric network start by set date line loss management system of local electric network Amount calculates service and carries out electricity and line loss calculation;By electricity calculated result and the structuring for slightly summarizing data write-in data center Data field;Line loss electricity data and slightly summarizes after data are extracted by ETL mode and indulged by Unified Data Interchange Platform Data center, general headquarters is transmitted to data;Integrated electricity and line loss management system of local electric network are taken out by ETL mode from data center, general headquarters Take required electricity and line loss data;The access service of line loss management system of local electric network province-level data interface uses magnanimity platform standard interface side The managing detailed catalogue of table bottom registration needed for formula inquires electricity and line loss calculation.
3. the method according to claim 1, wherein regulation is centrally generated when power grid model has newly-increased Corresponding CIM/E or XML power grid model file;Data center's start by set date electric network composition data access service, and call CIM/E the or XML power grid model analysis service of integrated electricity and line loss management system of local electric network deployment starts data parsing behaviour Make, line loss management system of local electric network scans file-sharing area when parsing electric network composition data first, for newly-increased CIM/E or XML model File starts to parse, and then parsing result data is written to by JDBC mode the buffer in structural data area, data center Area, after the completion of processing, original CIM/E or XML power grid model file will be moved to processed area;Final data center The area CIM is written in the area buffer data by daily timing, is that line loss system and other systems are shared and used;
When power grid model changes, regulation center regenerates corresponding CIM/E or XML power grid model file It provides shared;It is consistent with newly-increased processing operation before the area buffer is written, only when the area CIM is written by table critical field into Row data update.
4. the method according to claim 1, wherein further include:
The power network GIS platform provides the service interface of customized a variety of pel loading methods based on SG-UAP, is line loss The Power grid structure figure of management system, stand in primary connection circuit figure and electric network current diagram show support be provided, and be line loss system System provides battalion and supports matching net wire loss to calculate with perforation data;The realization of integration mode includes:
1) low-voltage customer is that integrated point establishes corresponding relationship with power grid end-equipment, that is, access point with low-pressure metering box, high voltage customer Integrated point, which is combined into, with electricity consumer number, power supply, stoichiometric point group establishes corresponding relationship with power grid end-equipment, integrated or more Substation, route, it is public become, low-voltage circuit grid equipment information is subject to generalized information system;It is integrated point and Middle Voltage below, low Pressure User Profile information is subject to marketing system;Line loss management system of local electric network matches perforation number by the battalion for calling power network GIS platform to provide Realize that high pressure specially becomes user's mapping, public change power distribution room mapping, low-voltage meter box-access point mapping data acquisition according to interface service;
2) integrated electricity and line loss management system of local electric network by all kinds of power grid spatial Information Services of calling power network GIS platform to provide come Realize related service application, including the service of grid graph browsing, the service of grid graph Query Location, electrical network analysis service.
5. the method according to claim 1, wherein the line loss calculation model includes at least one of:
10.1 subregion computation models: regional model calculates the line loss calculation mould established in certain area according to region critical point information Type, regional model are divided into province and district city, county's three classes computation model according to region level and critical point;
Total infeed electricity * 100% in line loss per unit=(always confessing electricity in total infeed electricity-region in region)/region;
Total infeed electricity=∑ block supply amount in region;
Electricity=∑ region electricity sales amount is always confessed in region;
10.2 partial pressure computation models: the voltage division according to power grid is the partial pressure line loss model of different stage, in certain area Same voltage level circuit line loss establishes line loss model, and completes model line loss computing function;
The total infeed electricity * 100% of line loss per unit=(always the confessing electricity of total infeed electricity-model of model)/model;
Total infeed electricity=∑ higher level of model is transferred to+and ∑ power plant infeed+∑ peer is transferred to;
Model always confess electricity=∑ junior produce+∑ high voltage customer electricity+∑ peer produces+∑ junior it is counter give+∑ is counter gives Higher level;
10.3 subelement computation models: establishing a set of computer installation and the processing model of interior each component of standing, office electricity consumption, and foundation Model calculates the kwh loss situation of each section equipment,
Line loss per unit=(stoichiometric point of model always feeds electricity-model stoichiometric point and always confesses electricity)/model stoichiometric point always supplies Enter electricity * 100%;
The stoichiometric point of model always feeds electricity=∑ configuration input stoichiometric point electricity;
The stoichiometric point of model always confesses electricity=∑ configuration output stoichiometric point electricity;
10.4 separated time road computation models: calculating the disengaging electricity on a certain route road, calculates the electric quantity loss situation on route;
Line loss per unit=(route stoichiometric point always feeds electricity-route electricity sales amount)/route stoichiometric point always feeds electricity * 100%
Route stoichiometric point always feeds electricity=∑ configuration input stoichiometric point electricity;
Route electricity sales amount=∑ circuit output electricity;
10.5 area Fen Tai computation models: establishing and the critical point Tai Qu relationship, obtains affiliated under corresponding of platform area area's summary table and platform area Electricity consumption customer relationship, calculated according to platform area computation model;
Line loss per unit=(platform area summary table electricity-platform area electricity sales amount)/platform area summary table electricity * 100%;
Platform area summary table electricity=platform area K is always copied and is seen that+K always adjusts electricity;
The platform area electricity sales amount=area ∑Tai user's sale of electricity.
6. the method according to claim 1, wherein described be managed model, further includes:
The unitized management of implementation model, makes administrative staff complete the configuration modification to four sub-models by web page;Make in system Electricity calculate with line loss calculation uniformly complete unified collocation, meet general headquarters, province, city, county, power supply station's uniies quantity of electricity at different levels with Line loss multi-element management demand.
CN201710251757.1A 2017-04-18 2017-04-18 Line loss real-time computing technique based on business and data integration Active CN107256443B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201710251757.1A CN107256443B (en) 2017-04-18 2017-04-18 Line loss real-time computing technique based on business and data integration

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201710251757.1A CN107256443B (en) 2017-04-18 2017-04-18 Line loss real-time computing technique based on business and data integration

Publications (2)

Publication Number Publication Date
CN107256443A CN107256443A (en) 2017-10-17
CN107256443B true CN107256443B (en) 2019-03-12

Family

ID=60027170

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201710251757.1A Active CN107256443B (en) 2017-04-18 2017-04-18 Line loss real-time computing technique based on business and data integration

Country Status (1)

Country Link
CN (1) CN107256443B (en)

Families Citing this family (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107766493A (en) * 2017-10-19 2018-03-06 国网辽宁省电力有限公司 A kind of patch source power network resources Model analysis system and method
CN108234608A (en) * 2017-12-20 2018-06-29 国家电网公司 A kind of method of data synchronization between power grid ERP system and third party system
CN108183869B (en) * 2017-12-29 2021-07-02 国电南瑞科技股份有限公司 Electric quantity data acquisition system based on distributed message queue
CN109214684A (en) * 2018-09-06 2019-01-15 国网福建省电力有限公司电力科学研究院 A kind of distribution line theory wire loss on-line calculation method
CN109191330B (en) * 2018-09-25 2022-07-19 深圳供电局有限公司 Line loss electric quantity calculation method and device, computer equipment and storage medium
CN109740022B (en) * 2018-12-13 2021-09-24 广东电网有限责任公司 Method and device for recording power grid CIM model change
CN109670641B (en) * 2018-12-18 2023-04-07 国网山东省电力公司青岛市黄岛区供电公司 Line loss uncovered transformer area prediction alarm method based on acquisition success rate
CN109579913A (en) * 2018-12-21 2019-04-05 云南电网有限责任公司电力科学研究院 A kind of polymorphic monitoring method of distribution transformer and system
CN109684322B (en) * 2018-12-26 2021-01-22 交通运输部水运科学研究所 Data processing system and method for automatic maritime affair auditing
CN109683059B (en) * 2018-12-30 2021-06-22 国网北京市电力公司 Method and device for determining line loss abnormity, storage medium and processor
CN110334100A (en) * 2019-07-10 2019-10-15 国网安徽省电力有限公司池州供电公司 A kind of critical point identification and abnormality diagnostic method based on critical point standard
CN110555244B (en) * 2019-08-13 2023-05-02 南方电网科学研究院有限责任公司 Synchronous line loss calculation system and method for power distribution network
CN111198891B (en) * 2019-12-05 2023-02-07 国网甘肃省电力公司电力科学研究院 Data source fusion method, electronic device and non-transitory computer readable storage medium
CN110927447A (en) * 2019-12-18 2020-03-27 山东智电未来科技有限公司 Multi-core-modularization-based station area six-branch loss monitoring device and monitoring method
CN111191892A (en) * 2019-12-20 2020-05-22 国电南瑞科技股份有限公司 Network loss calculation method and system for electric quantity system
CN111509849A (en) * 2020-04-22 2020-08-07 广东电网有限责任公司 Digital power grid system based on stream-oriented computing
CN111507013A (en) * 2020-04-27 2020-08-07 国网山西省电力公司 Line loss fault positioning implementation method for power system
CN111680084B (en) * 2020-04-30 2023-04-28 国网天津市电力公司电力科学研究院 Line loss calculation method based on multi-source data fusion
CN112019498A (en) * 2020-07-10 2020-12-01 贵州电网有限责任公司 Power grid operation safety monitoring management information system based on GIS system
CN111861016B (en) * 2020-07-24 2024-03-29 北京合众伟奇科技股份有限公司 Summarized analysis management method and system for predicted sales amount of power grid
CN111913963B (en) * 2020-07-30 2023-12-26 北京数立得科技有限公司 Method and system for storing interface data on demand
CN113656742A (en) * 2021-08-12 2021-11-16 国网能源研究院有限公司 Power line loss accumulation calculation system and method
CN114185468A (en) * 2021-11-15 2022-03-15 国网青海省电力公司海北供电公司 Lean panoramic monitoring system for distribution network and operation method thereof
CN114022060A (en) * 2022-01-06 2022-02-08 国网北京市电力公司 Distribution network theoretical line loss treatment method, system, equipment and medium

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102254256A (en) * 2011-07-21 2011-11-23 福建省电力有限公司福州电业局 Transmission and distribution network integration comprehensive line loss management analysis system and processing flow thereof
CN103036229A (en) * 2012-12-07 2013-04-10 国电南瑞科技股份有限公司 Line loss analysis method based on power distribution automation platform
CN104200302A (en) * 2014-08-04 2014-12-10 国家电网公司 Technical framework and method for power enterprise simultaneous line loss management

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101958544B (en) * 2010-08-11 2014-05-14 国家电网公司 System and method for calculating line loss rate of electric power distribution line
US20120166616A1 (en) * 2010-12-23 2012-06-28 Enxsuite System and method for energy performance management
CN103177341A (en) * 2013-03-29 2013-06-26 山东电力集团公司 Line loss lean comprehensive management system and method

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102254256A (en) * 2011-07-21 2011-11-23 福建省电力有限公司福州电业局 Transmission and distribution network integration comprehensive line loss management analysis system and processing flow thereof
CN103036229A (en) * 2012-12-07 2013-04-10 国电南瑞科技股份有限公司 Line loss analysis method based on power distribution automation platform
CN104200302A (en) * 2014-08-04 2014-12-10 国家电网公司 Technical framework and method for power enterprise simultaneous line loss management

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
基于CIM/E的电网调度中心应用模型信息共享方案;辛耀中 等;《电力系统自动化》;20130425;第37卷(第8期);第1-5页
基于大数据的线损计算分析研究;黄文思 等;《电气应用》;20151020;第34卷(第20期);第79-84页
配电网同期线损监测系统的设计与实现;刘道新 等;《电子设计工程》;20170331;第25卷(第5期);第42-45,49页

Also Published As

Publication number Publication date
CN107256443A (en) 2017-10-17

Similar Documents

Publication Publication Date Title
CN107256443B (en) Line loss real-time computing technique based on business and data integration
CN110175788A (en) A kind of smart city energy cloud platform
Zampou et al. Towards a framework for energy-aware information systems in manufacturing
CN101873334B (en) State-driven executable service flow execution method
CN102646224A (en) Management integrating system of enterprise standardization
CN113822547A (en) Refined demand side management comprehensive information platform system and management method
Dong et al. Design and application on metadata management for information supply chain
CN111260194A (en) Accurate material supply method and system based on block chain
CN111985716B (en) Passenger traffic volume prediction system with passenger traffic information visualization function
CN104680328A (en) Power grid construction quality monitoring method based on client perception values
CN115934856A (en) Method and system for constructing comprehensive energy data assets
CN116150408A (en) Energy information management method, system, equipment and storage medium based on identification analysis
Liu RETRACTED ARTICLE: Empirical study on B2C e-commerce logistics network optimisation of agricultural products
Hu E-commerce big data computing platform system based on distributed computing logistics information
Dai et al. A fractal perspective-based methodological framework for supply chain modelling and distributed simulation with multi-agent system
Zhang et al. Design and implementation of a new intelligent warehouse management system based on MySQL database technology
Tong et al. Two-stage consensus reaching process for matching based on the cloud model in large-scale sharing platform: a case study in the industrial internet platform
Yang et al. [Retracted] Optimization on Medical Material Distribution Management System Based on Artificial Intelligence Robot
CN117172641A (en) Production logistics management platform based on block chain and digital twin and implementation method
Wei et al. Research on evaluation of manufacturing cloud service oriented to environmental benefits of supply chain
Zhang et al. The reliability measures model of multilayer urban distribution network
Chan et al. Knowledge-based simulation and analysis of supply chain performance
Duan Analysis of ERP Enterprise Management Information System based on Cloud Computing Mode
CN114218216A (en) Resource management method, device, equipment and storage medium
CN114301174A (en) Power distribution station network monitoring method and device, computer equipment and storage medium

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
TA01 Transfer of patent application right

Effective date of registration: 20180509

Address after: 100031 West Chang'an Avenue, Xicheng District, Xicheng District, Beijing

Applicant after: State Grid Corporation of China

Applicant after: State Grid Inforamtion & Telecommunication Great Power Science and Technology Co., Ltd.

Address before: 361009 402, room 36, two day watching day, Xiamen Software Park, Siming District, Xiamen, Fujian.

Applicant before: State Grid Inforamtion & Telecommunication Great Power Science and Technology Co., Ltd.

Applicant before: State Grid Corporation of China

TA01 Transfer of patent application right
TA01 Transfer of patent application right

Effective date of registration: 20181109

Address after: Room 402, No. 36 Guanri Road, Phase II Software Park, Siming District, Xiamen City, Fujian Province

Applicant after: State Grid Inforamtion & Telecommunication Great Power Science and Technology Co., Ltd.

Applicant after: State Grid Corporation of China

Address before: 100031 West Chang'an Avenue, Xicheng District, Xicheng District, Beijing

Applicant before: State Grid Corporation of China

Applicant before: State Grid Inforamtion & Telecommunication Great Power Science and Technology Co., Ltd.

TA01 Transfer of patent application right
GR01 Patent grant
GR01 Patent grant