CN112100223A - Power grid enterprise power equipment marketing and distribution run-through data acquisition and processing method - Google Patents

Power grid enterprise power equipment marketing and distribution run-through data acquisition and processing method Download PDF

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Publication number
CN112100223A
CN112100223A CN202010980797.1A CN202010980797A CN112100223A CN 112100223 A CN112100223 A CN 112100223A CN 202010980797 A CN202010980797 A CN 202010980797A CN 112100223 A CN112100223 A CN 112100223A
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transformer
public
distribution
equipment
marketing
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Inventor
李钊
王磊
金妍
张丽
刘中彦
赵东旭
焦勇
王浩淼
李彬
田浩杰
陈亮
金成明
朱钰
魏永
苏坤
赵小峰
毕波
曹国强
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State Grid Corp of China SGCC
Electric Power Research Institute of State Grid Liaoning Electric Power Co Ltd
Anhui Jiyuan Software Co Ltd
Nari Information and Communication Technology Co
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State Grid Corp of China SGCC
Electric Power Research Institute of State Grid Liaoning Electric Power Co Ltd
Anhui Jiyuan Software Co Ltd
Nari Information and Communication Technology Co
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Application filed by State Grid Corp of China SGCC, Electric Power Research Institute of State Grid Liaoning Electric Power Co Ltd, Anhui Jiyuan Software Co Ltd, Nari Information and Communication Technology Co filed Critical State Grid Corp of China SGCC
Priority to CN202010980797.1A priority Critical patent/CN112100223A/en
Publication of CN112100223A publication Critical patent/CN112100223A/en
Pending legal-status Critical Current

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    • 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
    • G06F16/2457Query processing with adaptation to user needs
    • 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
    • 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
    • G06F16/29Geographical information databases
    • 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
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • G06Q30/0201Market modelling; Market analysis; Collecting market data
    • 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
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/06Electricity, gas 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
    • 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
    • Y04S50/14Marketing, i.e. market research and analysis, surveying, promotions, advertising, buyer profiling, customer management or rewards

Abstract

A power grid enterprise power equipment marketing and distribution run-through data acquisition and processing method belongs to the technical field of data acquisition and processing, and particularly relates to a power grid enterprise power equipment marketing and distribution run-through data acquisition and processing method. Through investigation and analysis of marketing and distribution through acquisition application conditions of each basic unit of Liaoning company, the cross-platform marketing and distribution data inspection management and control are realized by applying a marketing and distribution inspection data acquisition processing method and device. By applying the operation and distribution checking tool technology, the checking and control of the spatial information and the attribute information of the office operation and distribution professional equipment such as low-voltage overhead, low-voltage cables, low-voltage station houses, low-voltage station interiors, low-voltage wall supports, user access points and the like and the operation and distribution run-through equipment such as user lines, special transformers, metering equipment, terminal equipment, service outlets and the like are realized, the association between the user equipment and power grid equipment such as transformer substations, lines, transformers and the like is established, a unified power grid equipment model, a client information model, basic data and topological relation are established, and the cross-department and cross-professional data sharing and service fusion are realized.

Description

Power grid enterprise power equipment marketing and distribution run-through data acquisition and processing method
Technical Field
The invention belongs to the technical field of data acquisition and processing, and particularly relates to a power grid enterprise power equipment marketing and distribution run-through data acquisition and processing method.
Background
In 2 months 2014, the national grid headquarters jointly issues a notification (national grid marketing [ 2014 ] 290) of a work plan of the national grid company about printing, distributing and dispatching through-the-whole implementation, and business-distribution through data acquisition and recording work specifications are included in the notification to guide companies in various provinces (direct municipalities) to carry out business and dispatching information acquisition and recording work. The Liaoning scientific and technical Community will carry out cross-platform operation and distribution through data verification and control with departments such as the provincial company's operation and inspection department, marketing department and the like according to the positive response of the headquarters arrangement. There is currently no relevant approximate implementation.
The prior art is characterized in that a power grid GIS platform library, a PMS database, a marketing service system database and a power utilization information acquisition system are manually implemented to carry out manual index statistical analysis. The error of the index data analysis and statistics condition is large, the real-time performance is not good, and the index data analysis and statistics problem is easy to generate.
The Liaoning company continuously explores and improves the application practice of the marketing, distribution and dispatching through index data of the power grid enterprise, improves the data index, the data access speed and efficiency, reduces the related labor intensity and cost and improves the management and control capability of the marketing, distribution and dispatching data in the whole process by innovating the marketing, distribution, communication, checking and data acquisition and processing method and device.
Disclosure of Invention
Through investigation and analysis of marketing and distribution through acquisition application conditions of each basic unit of Liaoning company, the cross-platform marketing and distribution data inspection management and control are realized by applying a marketing and distribution inspection data acquisition processing method and device. By applying the operation and distribution checking tool technology, the checking and control of the spatial information and the attribute information of the office operation and distribution professional equipment such as low-voltage overhead, low-voltage cables, low-voltage station houses, low-voltage station interiors, low-voltage wall supports, user access points and the like and the operation and distribution run-through equipment such as user lines, special transformers, metering equipment, terminal equipment, service outlets and the like are realized, the association between the user equipment and power grid equipment such as transformer substations, lines, transformers and the like is established, a unified power grid equipment model, a client information model, basic data and topological relation are established, and the cross-department and cross-professional data sharing and service fusion are realized. The management and control requirements of marketing and distribution are strongly supported to run through high-precision acquisition application data. The operation and distribution checking tool has the functions of an index and list module, a tool module and the like, and can realize the test and query of the consistency rate of public and private changes, the list of the consistency rate, the low-voltage acquisition condition, the low-voltage acquisition and recording connectivity, the application of the transmission condition of a database and the application of a recovery rule.
Innovative technical process
Marketing business application process
The public and private variable capacity is 0 or null value, the name of the public and private transformer is null, the public and private transformer has no station area, the state of the public and private transformer station area is not running and not off, the PMSI of the public and private transformer is repeated, the running state of the public and private transformer is null, the mark of the public and private transformer is not 01 and 02, the relation of the public and private transformer wireless circuit or line transformer is invalid, the relation of the public and private transformer has no substation or line transformer is invalid (excluding the situation of # 1.8), the private transformer needs to have a user ID, the sum of the capacities of all running transformers of the users where the private transformer is located is not equal to the running capacity of the user, the sum of the capacities of all off-running transformers of the users where the private transformer is located is not equal to the contract capacity-running capacity of the user, the public transformer needs to have PMS _ ID (temporarily not checked), the private transformer needs to have no PMS _ ID (temporarily not checked), the public transformer is not standard, the non-removed station area has no transformer, the metering point of the non-, The marketing transformer PMS _ ID is not in correct state in the PMS system.
Power utilization information acquisition and processing flow
The public transformer has a plurality of meters, the public transformer has no meter for metering, the public transformer is in a state of running the acquisition system without indicating number (not checked temporarily), the public transformer is in a state of stopping the acquisition system with indicating number (not checked temporarily), and the public transformer is provided with a 96-point voltage value.
Power grid resource graph processing flow
The public and special transformer has no image or no hitching relation, the public transformer has an image but an incorrect line-variable relation, the special transformer has an image but an unqualified line-variable relation, the distribution transformer has a user acquisition rate which is not qualified (temporarily unchecked), and the line loss rate of the transformer area is not in a reasonable range (temporarily unchecked).
Lean processing flow for operation and maintenance of equipment (assets)
The name of the public transformer is different from the marketing system, the public variable capacity is different from the marketing system, the public variable voltage grade is different from the marketing system, the running state of the public transformer is different from the marketing system, the public transformer line is different from the marketing system, the transformer station for supplying power to a special line does not exist in the PMS system, the public and special transformer (public line power supply) line does not exist in the PMS system, and the transformer station for supplying power to the public and special transformer public line is different from the marketing system.
PMS system with all denominators counted by transformers not available in marketing system
The full pass for the four systems is considered as overall pass, coincidence = overall pass/number of transformers.
By applying the operation and distribution checking data acquisition and processing method and device, checking and control of spatial information and attribute information of office operation and distribution professional equipment such as low-voltage overhead equipment, low-voltage cables, low-voltage station rooms, low-voltage station interiors, low-voltage wall supports, user access points and the like and operation and distribution run-through equipment such as user lines, special transformers, metering equipment, terminal equipment, service outlets and the like are carried out, association between the user equipment and power grid equipment such as transformer substations, lines, transformers and the like is established, a uniform power grid equipment model, a client information model, basic data and topological relation are established, and cross-department and cross-professional data sharing and service fusion are realized.
The management and distribution check data acquisition and processing method and device mainly comprise five modules, namely a public and private transformer consistency rate module, a consistency rate list module, a low-pressure acquisition and recording condition statistic module, a low-pressure acquisition and recording connectivity test module and an inquiry tool module. The public and private transformer consistency rate module mainly achieves the function that the qualification rate of operation and distribution data is counted by taking the transformer as a reference. The consistency rate list module mainly realizes the functions of checking the data of the public 38 problems of the four systems, namely a marketing service application system, a power utilization information acquisition system, a power grid GIS platform and an equipment (asset) operation and maintenance lean management system (PMS 2.0), and providing a detailed problem list. The low-voltage collecting and recording condition counting module mainly achieves the function of counting the collecting quantity and proportion of low-voltage users of each unit.
The invention has the beneficial effects.
In the fusion and penetration work of marketing business, power distribution business and scheduling business (marketing, distribution and dispatching) of a power grid enterprise, a management and distribution checking data acquisition and processing method and device based on GIS platform application are applied, and a management and control method and system for management and distribution penetration cross-platform data checking are realized.
The method and the device for collecting and processing the data across the database are developed by innovatively applying ETL (data extraction, compression and loading technology). And automatic statistics and analysis of running-through indexes of a power grid GIS platform library, a PMS database, a marketing service system database and a power utilization information acquisition system database are realized.
Innovatively realizes a marketing and distribution through index data acquisition processing method and a device working mechanism.
By applying the method and the device for acquiring and processing the marketing and distribution run-through data of the power equipment of the power grid enterprise, the problem of effectiveness of statistics of indexes of different databases is solved. The data statistical analysis precision and efficiency are improved, the working errors and time delays of collection personnel are reduced, and the problem of checking efficiency of running-through of power equipment of a power grid enterprise is innovatively solved.
Drawings
The invention is further described with reference to the following figures and detailed description. The scope of the invention is not limited to the following expressions.
FIG. 1 is a schematic diagram of the present invention.
Detailed Description
As shown in the figure, cross-platform marketing, distribution and dispatching data checking management and control are realized by researching and analyzing marketing, distribution, communication and acquisition application conditions of each basic unit of Liaoning corporation and applying a marketing, distribution and checking data acquisition and processing method and device. By applying the operation and distribution checking tool technology, the checking and control of the spatial information and the attribute information of the office operation and distribution professional equipment such as low-voltage overhead, low-voltage cables, low-voltage station houses, low-voltage station interiors, low-voltage wall supports, user access points and the like and the operation and distribution run-through equipment such as user lines, special transformers, metering equipment, terminal equipment, service outlets and the like are realized, the association between the user equipment and power grid equipment such as transformer substations, lines, transformers and the like is established, a unified power grid equipment model, a client information model, basic data and topological relation are established, and the cross-department and cross-professional data sharing and service fusion are realized. The management and control requirements of marketing and distribution are strongly supported to run through high-precision acquisition application data. The operation and distribution checking tool has the functions of an index and list module, a tool module and the like, and can realize the test and query of the consistency rate of public and private changes, the list of the consistency rate, the low-voltage acquisition condition, the low-voltage acquisition and recording connectivity, the application of the transmission condition of a database and the application of a recovery rule.
Innovative technical process
Marketing business application process
The public and private variable capacity is 0 or null value, the name of the public and private transformer is null, the public and private transformer has no station area, the state of the public and private transformer station area is not running and not off, the PMSI of the public and private transformer is repeated, the running state of the public and private transformer is null, the mark of the public and private transformer is not 01 and 02, the relation of the public and private transformer wireless circuit or line transformer is invalid, the relation of the public and private transformer has no substation or line transformer is invalid (excluding the situation of # 1.8), the private transformer needs to have a user ID, the sum of the capacities of all running transformers of the users where the private transformer is located is not equal to the running capacity of the user, the sum of the capacities of all off-running transformers of the users where the private transformer is located is not equal to the contract capacity-running capacity of the user, the public transformer needs to have PMS _ ID (temporarily not checked), the private transformer needs to have no PMS _ ID (temporarily not checked), the public transformer is not standard, the non-removed station area has no transformer, the metering point of the non-, The marketing transformer PMS _ ID is not in correct state in the PMS system.
Power utilization information acquisition and processing flow
The public transformer has a plurality of meters, the public transformer has no meter for metering, the public transformer is in a state of running the acquisition system without indicating number (not checked temporarily), the public transformer is in a state of stopping the acquisition system with indicating number (not checked temporarily), and the public transformer is provided with a 96-point voltage value.
Power grid resource graph processing flow
The public and special transformer has no image or no hitching relation, the public transformer has an image but an incorrect line-variable relation, the special transformer has an image but an unqualified line-variable relation, the distribution transformer has a user acquisition rate which is not qualified (temporarily unchecked), and the line loss rate of the transformer area is not in a reasonable range (temporarily unchecked).
Lean processing flow for operation and maintenance of equipment (assets)
The name of the public transformer is different from the marketing system, the public variable capacity is different from the marketing system, the public variable voltage grade is different from the marketing system, the running state of the public transformer is different from the marketing system, the public transformer line is different from the marketing system, the transformer station for supplying power to a special line does not exist in the PMS system, the public and special transformer (public line power supply) line does not exist in the PMS system, and the transformer station for supplying power to the public and special transformer public line is different from the marketing system.
PMS system with all denominators counted by transformers not available in marketing system
The full pass for the four systems is considered as overall pass, coincidence = overall pass/number of transformers.
By applying the operation and distribution checking data acquisition and processing method and device, checking and control of spatial information and attribute information of office operation and distribution professional equipment such as low-voltage overhead equipment, low-voltage cables, low-voltage station rooms, low-voltage station interiors, low-voltage wall supports, user access points and the like and operation and distribution run-through equipment such as user lines, special transformers, metering equipment, terminal equipment, service outlets and the like are carried out, association between the user equipment and power grid equipment such as transformer substations, lines, transformers and the like is established, a uniform power grid equipment model, a client information model, basic data and topological relation are established, and cross-department and cross-professional data sharing and service fusion are realized.
The management and distribution check data acquisition and processing method and device mainly comprise five modules, namely a public and private transformer consistency rate module, a consistency rate list module, a low-pressure acquisition and recording condition statistic module, a low-pressure acquisition and recording connectivity test module and an inquiry tool module. The public and private transformer consistency rate module mainly achieves the function that the qualification rate of operation and distribution data is counted by taking the transformer as a reference. The consistency rate list module mainly realizes the functions of checking the data of the public 38 problems of the four systems, namely a marketing service application system, a power utilization information acquisition system, a power grid GIS platform and an equipment (asset) operation and maintenance lean management system (PMS 2.0), and providing a detailed problem list. The low-voltage collecting and recording condition counting module mainly achieves the function of counting the collecting quantity and proportion of low-voltage users of each unit.
It should be understood that the detailed description of the present invention is only for illustrating the present invention and is not limited by the technical solutions described in the embodiments of the present invention, and those skilled in the art should understand that the present invention can be modified or substituted equally to achieve the same technical effects; as long as the use requirements are met, the method is within the protection scope of the invention.

Claims (1)

1. The method for acquiring and processing the marketing, distribution and distribution through data of the power equipment of the power grid enterprise is characterized in that cross-platform marketing, distribution and distribution data check management and control are realized by applying a marketing, distribution and distribution check data acquisition and processing method and a marketing, distribution and distribution check data acquisition and processing device through investigation and analysis on marketing, distribution and distribution through acquisition application conditions of each basic unit; by applying the operation and distribution checking tool technology, checking and controlling the spatial information and attribute information of office operation and distribution professional equipment such as low-voltage overhead, low-voltage cables, low-voltage station houses, low-voltage station interiors, low-voltage wall supports, user access points and the like and operation and distribution run-through equipment such as user lines, special transformers, metering equipment, terminal equipment, service outlets and the like, establishing the association between the user equipment and power grid equipment such as transformer substations, lines, transformers and the like, establishing a unified power grid equipment model, a client information model, basic data and topological relation, and realizing cross-department and cross-professional data sharing and service fusion; strongly supporting management and distribution to run through the management and control requirements of high-precision acquisition application data; the operation and distribution checking tool has the functions of an index and list module, a tool module and the like, and can realize the test and query of the consistency rate of public and private changes, the list of the consistency rate, the low-voltage acquisition condition, the low-voltage acquisition and recording connectivity, the application of the transmission condition of a database and the application of a recovery rule;
innovative technical process
Marketing business application process
The public and private variable capacity is 0 or null value, the name of the public and private transformer is null, the public and private transformer has no station area, the state of the public and private transformer station area is not running and not off, the PMSI of the public and private transformer is repeated, the running state of the public and private transformer is null, the mark of the public and private transformer is not 01 and 02, the relation of the public and private transformer wireless circuit or line transformer is invalid, the relation of the public and private transformer has no substation or line transformer is invalid (excluding the situation of # 1.8), the private transformer needs to have a user ID, the sum of the capacities of all running transformers of the users where the private transformer is located is not equal to the running capacity of the user, the sum of the capacities of all off-running transformers of the users where the private transformer is located is not equal to the contract capacity-running capacity of the user, the public transformer needs to have PMS _ ID (temporarily not checked), the private transformer needs to have no PMS _ ID (temporarily not checked), the public transformer is not standard, the non-removed station area has no transformer, the metering point of the non-, The state of the marketing transformer PMS _ ID in the PMS system is incorrect;
power utilization information acquisition and processing flow
The public transformer has a plurality of meters, the public transformer has no meter for metering, the public transformer is in a state of running the acquisition system without indicating number (not checked temporarily), the public transformer is in a state of stopping the acquisition system with indicating number (not checked temporarily), and the public transformer has a 96-point voltage value;
power grid resource graph processing flow
The public and special transformer has no image or no hitching relation, the public transformer has an image but an incorrect line-variable relation, the special transformer has an image but an unqualified line-variable relation, the acquisition rate of the distribution transformer to the user is not qualified (temporarily unchecked), and the line loss rate of the transformer area is not in a reasonable range (temporarily unchecked);
lean processing flow for operation and maintenance of equipment (assets)
The name of the public transformer is different from the marketing system, the public variable capacity is different from the marketing system, the public variable voltage grade is different from the marketing system, the running state of the public transformer is different from the marketing system, the public transformer line is different from the marketing system, the transformer station for supplying power to a special line does not exist in the PMS system, the public and special transformer (public line power supply) line does not exist in the PMS system, and the transformer station for supplying power to the public and special transformer public line is different from the marketing system.
PMS system with all denominators counted by transformers not available in marketing system
The total qualification of the four systems is regarded as the total qualification, and the consistency rate = total qualification/number of transformers;
by applying the operation and distribution checking data acquisition and processing method and device, checking and controlling the spatial information and attribute information of office operation and distribution professional equipment such as low-voltage overhead equipment, low-voltage cables, low-voltage station rooms, low-voltage station interiors, low-voltage wall supports, user access points and the like and operation and distribution run-through equipment such as user lines, special transformers, metering equipment, terminal equipment, service outlets and the like are carried out, association between the user equipment and power grid equipment such as transformer substations, lines, transformers and the like is established, a uniform power grid equipment model, a client information model, basic data and topological relation are established, and cross-department and cross-professional data sharing and service fusion are realized;
the management and distribution check data acquisition and processing method and device mainly comprise five modules, namely a public and private transformer consistency rate module, a consistency rate list module, a low-pressure acquisition and recording condition statistic module, a low-pressure acquisition and recording connectivity test module and an inquiry tool module; the public and private transformer consistency rate module mainly achieves the function that the qualification rate of marketing and distribution data is counted by taking a transformer as a reference; the consistency rate list module mainly realizes the functions of checking the data of the public 38 problems of the four systems, namely a marketing service application system, an electricity consumption information acquisition system, a power grid GIS platform and an equipment (asset) operation and maintenance lean management system (PMS 2.0) and providing a detailed problem list; the low-voltage collecting and recording condition counting module mainly achieves the function of counting the collecting quantity and proportion of low-voltage users of each unit.
CN202010980797.1A 2020-09-17 2020-09-17 Power grid enterprise power equipment marketing and distribution run-through data acquisition and processing method Pending CN112100223A (en)

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112883001A (en) * 2021-01-28 2021-06-01 国网冀北电力有限公司智能配电网中心 Data processing method, device and medium based on marketing and distribution through data visualization platform
CN114629128A (en) * 2022-05-16 2022-06-14 国网江西省电力有限公司电力科学研究院 User low-voltage management method and system based on marketing and distribution data fusion

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105843883A (en) * 2016-03-21 2016-08-10 国家电网公司 Data quality check method and apparatus
CN106203890A (en) * 2016-07-27 2016-12-07 国网河南省电力公司电力科学研究院 Battalion based on CIM auxiliary tone integration data modeling method
CN107748902A (en) * 2017-09-09 2018-03-02 国网浙江省电力公司杭州供电公司 A kind of method for matching somebody with somebody insertion data acquisition based on scene battalion

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105843883A (en) * 2016-03-21 2016-08-10 国家电网公司 Data quality check method and apparatus
CN106203890A (en) * 2016-07-27 2016-12-07 国网河南省电力公司电力科学研究院 Battalion based on CIM auxiliary tone integration data modeling method
CN107748902A (en) * 2017-09-09 2018-03-02 国网浙江省电力公司杭州供电公司 A kind of method for matching somebody with somebody insertion data acquisition based on scene battalion

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112883001A (en) * 2021-01-28 2021-06-01 国网冀北电力有限公司智能配电网中心 Data processing method, device and medium based on marketing and distribution through data visualization platform
CN114629128A (en) * 2022-05-16 2022-06-14 国网江西省电力有限公司电力科学研究院 User low-voltage management method and system based on marketing and distribution data fusion
CN114629128B (en) * 2022-05-16 2022-09-02 国网江西省电力有限公司电力科学研究院 User low-voltage management method and system based on marketing and distribution data fusion

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