CN105809373A - Distribution network fault information comprehensive collection and management platform - Google Patents
Distribution network fault information comprehensive collection and management platform Download PDFInfo
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Abstract
The invention discloses a distribution network fault information comprehensive collection and management platform which comprises a fault information collection system, a fault high-incidence section early-warning system, a fault information processing and pushing system, a fault information database analysis system and a client database analysis system.Fault information collected by an automatic fault service information collecting module comprises user fault service information, switch displacement fault information and distribution transform and user fault information.A distribution network emergency repair command worker carries out power grid topology analysis according to the fault information, obtains detailed power failure user information, manages power failure management service data in real time, carries out real-time fault information screen pushing and real-time fault searching, labels a fault position on a geographic map in real time, displays a fault influence range, perfects a client database, carries out monitoring and analysis according to client power utilization behaviors, and provides diversified power supply services.
Description
Technical field
The present invention relates to distribution automation system field, the technology that relate to big data model analysis, basic database, signal are changed, automatically control etc. combines, especially a kind of big data management statistics Distribution Network Failure informix acquisition management platform.
Background technology
Distribution repairing, as an important process of power supply enterprise, improves repairing quality and efficiency and lifting power supply reliability and good service level is had great importance.Enforcement along with State Grid Corporation of China's " three collection five are big ", under " running greatly ", " general overhaul " mode of operation, power supply enterprise has carried out the centralized and unified management of distribution production, repairing business, the rapid rush-repair of the reasonable arrangement of distribution production, Distribution Network Failure, the scientific dispatch that auxiliary distribution runs is supported by information-based means.The intelligent network distribution regulation and control repairing maneuvering platform undertaken the construction of by Technology Co., Ltd. of Shandong Luneng Soft realizes 95598 low voltage failure and reports process single track operation for repairment, indicate that 7*24 hour platform production environment is formally reached the standard grade, obtain the important breakthrough of intelligent network distribution regulation and control repairing maneuvering platform business.Still suffer from problems with:
1,10 kilovolts of distributions region be directly facing users, multi-point and wide-ranging, network distributing failure emergency repair and provide and face geographical environment during electric service and service object such as varies at the complex situations, system receives data and embraces a wide spectrum of ideas, form a kind of unordered growth crossover phenomenon, the unordered management of mass data makes this platform cannot play a role to greatest extent in shortening customer outage hours, improving power supply reliability and electricity consumption user satisfaction etc., it is impossible to provide powerful guarantee for electric company's distribution repairing.The fault message of the different channel such as existing electric power 95568 customer service system report barrier, Intelligent electric statistical tables and reports barrier, distribution transforming acquisition terminal report barrier, circuit On line switch report barrier, transformer station's outlet switch report barrier is all be stored separately on respective operation system, lack unified management system, synthetical collection system by all kinds of means can not be formed, it is impossible to meet the requirement that electric network fault information is carried out comprehensively to be analyzed and utilize.
2, in existing Automation of Electric Systems, middle pressure fault outage, low voltage failure have a power failure, scheduled outage is safeguarded by each department oneself, and cannot intuitively check abort situation, the power failure range of impact and repair personnel position, cause the handling failure time longer, cannot intuitively understand repairing distribution of resource situation, hinder and produce carrying out of repairing integrated application.
3, lack bidirectional information interaction between 95598 systems and user, and user profile shortcoming is refined.When power matching network breaks down, fault type and coverage cannot be accurately understood before fault reports entrance fault in-situ, the information such as time that the existing 95598 typically not actives of system issue fault outage information to user, fault outage rushes to repair progress and expectation restores electricity, the information such as the purchase of electricity of user, electricity charge situation, power purchase mode, electric pressure and the quality of power supply are formed without intuitively, user profile integration clearly, are unfavorable for finding the potential demand in market and meeting the personalized service of user.
Summary of the invention
It is an object of the invention to provide a kind of Distribution Network Failure informix acquisition management platform, monitoring 10KV distribution situation occurred frequently, real-time statistics outage management business datum, real time fail information pushes away screen, real-time query fault, in real time marks abort situation on geographical map and show fault incidence, perfect the data base of customer data, analyze according to customer electricity behavior monitoring, it is provided that variation electric service.
For achieving the above object, the present invention adopts following technical proposals:
A kind of Distribution Network Failure informix acquisition management platform, including fault information acquisition system, occurred frequently section of early warning system of fault, faulted-phase judgment supplying system, failure information database analyzes system and customer database analyzes system,
Described fault information acquisition system includes automatic fault reporting information acquisition module and scheduled outage information acquisition module, and automatic fault reporting information acquisition module gathers from the fault message in different business systems, and sends fault message to faulted-phase judgment supplying system;
Scheduled outage information acquisition module obtains scheduled outage information, and sends outage information to faulted-phase judgment supplying system;
Abort situation that what failure information database was analyzed that system draws by described fault frequency range early warning system occurred frequently easily send out draws fault pre-alarming information in conjunction with the geo-hazard early-warning information of GIS map module;
Described faulted-phase judgment supplying system includes fault message receiver module, failure mode analysis module, Maintenance Resource distribution module, failture evacuation timeliness pushing module and information issuing module, fault message receiver module receives the fault message that automatic impaired report information acquisition system, scheduled outage information acquisition module and fault frequency range early warning system occurred frequently sends respectively, and sends fault message to failure mode analysis module;
The location of the complete paired fault of failure mode analysis module and line topological analysis, the power failure range of impact is drawn according to power network line topological analysis result, positioning result and power failure range are pushed to GIS map module, outage information is sent to user in power failure range by information issuing module;
The power failure range that customer type divides and failure mode analysis module the draws impact that Maintenance Resource distribution module analyzes system according to customer database comprehensively draws Maintenance Resource allocation result, and Maintenance Resource distribution is shown in GIS map module;
Failture evacuation timeliness pushing module distributes the Maintenance Resource allocation result of module according to Maintenance Resource, the range information of GIS map module and the fault difficulty informix of failure mode analysis module draw failture evacuation required time, and is distributed in power failure range by failture evacuation required time and the expectation time of restoring electricity user by information issuing module;
The information issuing module information that outage information, failture evacuation required time and expectation restored electricity sends to user in power failure range;
Described failure information database is analyzed system and according to dimension, the information in fault information data fairground is carried out Preliminary division, and the subclass that fault information data fairground is formed by dimension is added up, and the fault information data after processing is carried out advanced warning grade group's division;
Described customer database is analyzed system and according to dimension, the information in customer profile data fairground is carried out Preliminary division, and the subclass that customer profile data fairground is formed by dimension is added up, and the customer profile data after processing is carried out customer group division.
Further, the fault message of automatic fault reporting information acquisition module collection includes user and reports fault message, switch changed position fault message and distribution transforming and user malfunction information for repairment, and described user reports fault message for repairment and includes Customs Assigned Number, user's name, address of theenduser, contact method and defect content;Described switch changed position fault message includes the message of switch number, on off state, circuit number, affiliated plant stand, three-phase current and three-phase voltage;Described distribution transforming and user malfunction information include distribution transforming numbering, distribution transforming title, critical point numbering, ammeter numbering and acquisition time.
Further, failure mode analysis module, when being analyzed fault message integrating, arranges according to wire topologies the carrying out from bottom to top of mesolow, and sets up the relation can inquired about each other, the result analyzed is stored in analysis result table.
Further, described failure information database is analyzed system and is included impaired report information Data Mart dimension units, impaired report information field assessment unit and impaired report information grouping modeling unit, metadata in data warehouse is tentatively refined by described impaired report information Data Mart dimension units, including data pick-up, data conversion and data mining, forming the Data Mart subclass divided according to dimension of Data Mart, customer information is associated by customer electricity numbering in the subclass of different pieces of information fairground;
The dimension of impaired report information Data Mart dimension units is chosen information operating data mining technology by impaired report information field assessment unit, it is determined that the critical field that dimension is chosen is the distribution situation of data in impaired report information Data Mart dimension units;
Impaired report information grouping modeling unit divides different advanced warning grade groups according to the distribution situation of critical field in Data Mart subclass, same advanced warning grade group assesses distribution in unit in impaired report information field consistent, be distributed inconsistent between different advanced warning grade groups in impaired report information field assessment unit.
Further, described customer database is analyzed system and is included customer profile data fairground dimension units, customer information fields assessment unit and customer information grouping modeling unit, metadata in data warehouse is tentatively refined by described customer profile data fairground dimension units, including data pick-up, data conversion and data mining, forming the Data Mart subclass divided according to dimension of Data Mart, customer information is associated by customer electricity numbering in the subclass of different pieces of information fairground;
The dimension of customer profile data fairground dimension units is chosen information operating data mining technology by customer information fields assessment unit, it is determined that the critical field that dimension is chosen is the distribution situation of data in the dimension units of customer profile data fairground;
Customer information grouping modeling unit divides different customers according to the distribution situation of critical field in Data Mart subclass, same customers assess distribution in unit at customer information fields consistent, be distributed inconsistent between different customers in customer information fields assessment unit.
The invention has the beneficial effects as follows,
1, the fault message of automatic fault reporting information acquisition module collection includes user and reports fault message, switch changed position fault message and distribution transforming and user malfunction information for repairment, distribution repairing commanding carries out power network topology analysis according to fault message, obtain detailed customer interrupted information, and power failure equipments scope, power failure geographic range, safety at power cut, expectation electric power feeding time etc. are sent together to 95598 systems.After fault outage analyzes family, Customer Service people can know accurate outage information, and that answers user in time reports demand for repairment, substantially increases the 95598 repairing speed reporting work order for repairment.
2, the information in fault information data fairground is carried out Preliminary division according to dimension by failure information database analysis system, and the subclass that fault information data fairground formed by dimension adds up, fault information data after processing is carried out advanced warning grade group's division, and abort situation that what failure information database was analyzed that system draws by fault frequency range early warning system occurred frequently easily send out draws fault pre-alarming information in conjunction with the geo-hazard early-warning information of GIS map module.By the analysis for fault situation occurred frequently, maintenance department carries out line maintenance, replacing, transformation etc. in time and reduces guarantee quantity with this.Additionally, build the causes of customer complaint data and outage management level, the business impact on customer complaint behavior such as assessment powers failure, repairing, effectively minimizing client has a power failure complaint number of times.
3, after Distribution Network Failure occurs, commanding is rushed to repair in distribution, it is provided that data analysis is studied and judged, and rushes to repair situation map, it is achieved repairing unity of commanded dispatch control and monitoring.Realizing real-time statistics outage management business datum, real time fail information pushes away screen, real-time query fault, in real time marks abort situation on geographical map and show fault incidence, show repair personnel position on geographical map in real time to understand and to rush to repair resource distribution situation.
4, the information in customer profile data fairground is carried out Preliminary division according to dimension by customer database analysis system, and the subclass that customer profile data fairground formed by dimension adds up, customer profile data after processing is carried out customer group division, the essential information such as including the occupation of client, hobby, income level, contact method, the information such as the purchase of electricity of client, electricity charge situation, power purchase mode, electric pressure, the quality of power supply, power supply reliability also to be placed on record in addition.Client is made information to have one intuitively, understand clearly with excellent pictures and texts, and by information analysiss such as customer information data, market surveys, find the potential demand in market, set up the data query integrated and management system, understand consumption preferences and the consumption habit of client, with interactive, the personalized service demand of customer in response, constantly excavate the profound needs of client with this, provide diversified service according to the demand of different clients.With this, big customer is further subdivided into top-tier customer, development-oriented client, risk client and normal client, accomplishes to shoot the arrow at the target, it is proposed to differentiated service strategy.
Accompanying drawing explanation
Fig. 1 is present configuration schematic diagram.
Detailed description of the invention
As shown in Figure 1, a kind of Distribution Network Failure informix acquisition management platform, including fault information acquisition system, occurred frequently section of early warning system of fault, faulted-phase judgment supplying system, failure information database analyzes system and customer database analyzes system, described fault information acquisition system includes automatic fault reporting information acquisition module and scheduled outage information acquisition module, automatic fault reporting information acquisition module gathers from the fault message in different business systems, and sends fault message to faulted-phase judgment supplying system.Scheduled outage information acquisition module obtains scheduled outage information, and sends outage information to faulted-phase judgment supplying system.
Abort situation that what failure information database was analyzed that system draws by described fault frequency range early warning system occurred frequently easily send out draws fault pre-alarming information in conjunction with the geo-hazard early-warning information of GIS map module.By the analysis for fault situation occurred frequently, maintenance department carries out line maintenance, replacing, transformation etc. in time and reduces guarantee quantity with this.Additionally, build the causes of customer complaint data and outage management level, the business impact on customer complaint behavior such as assessment powers failure, repairing, effectively minimizing client has a power failure complaint number of times.
Described faulted-phase judgment supplying system includes fault message receiver module, failure mode analysis module, Maintenance Resource distribution module, failture evacuation timeliness pushing module and information issuing module, fault message receiver module receives the fault message that automatic impaired report information acquisition system, scheduled outage information acquisition module and fault frequency range early warning system occurred frequently sends respectively, and sends fault message to failure mode analysis module.
The location of the complete paired fault of failure mode analysis module and line topological analysis, the power failure range of impact is drawn according to power network line topological analysis result, positioning result and power failure range are pushed to GIS map module, outage information is sent to user in power failure range by information issuing module.
The power failure range that customer type divides and failure mode analysis module the draws impact that Maintenance Resource distribution module analyzes system according to customer database comprehensively draws Maintenance Resource allocation result, and Maintenance Resource distribution is shown in GIS map module.
Failture evacuation timeliness pushing module distributes the Maintenance Resource allocation result of module according to Maintenance Resource, the range information of GIS map module and the fault difficulty informix of failure mode analysis module draw failture evacuation required time, and is distributed in power failure range by failture evacuation required time and the expectation time of restoring electricity user by information issuing module.
The information issuing module information that outage information, failture evacuation required time and expectation restored electricity sends to user in power failure range.
Described failure information database is analyzed system and according to dimension, the information in fault information data fairground is carried out Preliminary division, and the subclass that fault information data fairground is formed by dimension is added up, and the fault information data after processing is carried out advanced warning grade group's division.
Described customer database is analyzed system and according to dimension, the information in customer profile data fairground is carried out Preliminary division, and the subclass that customer profile data fairground is formed by dimension is added up, and the customer profile data after processing is carried out customer group division.
The fault message of automatic fault reporting information acquisition module collection includes user and reports fault message, switch changed position fault message and distribution transforming and user malfunction information for repairment, and described user reports fault message for repairment and includes Customs Assigned Number, user's name, address of theenduser, contact method and defect content;Described switch changed position fault message includes the message of switch number, on off state, circuit number, affiliated plant stand, three-phase current and three-phase voltage;Described distribution transforming and user malfunction information include distribution transforming numbering, distribution transforming title, critical point numbering, ammeter numbering and acquisition time.
Failure mode analysis module, when being analyzed fault message integrating, arranges according to wire topologies the carrying out from bottom to top of mesolow, and sets up the relation can inquired about each other, the result analyzed is stored in analysis result table.
Described failure information database is analyzed system and is included impaired report information Data Mart dimension units, impaired report information field assessment unit and impaired report information grouping modeling unit, metadata in data warehouse is tentatively refined by described impaired report information Data Mart dimension units, including data pick-up, data conversion and data mining, forming the Data Mart subclass divided according to dimension of Data Mart, customer information is associated by customer electricity numbering in the subclass of different pieces of information fairground.
The dimension of impaired report information Data Mart dimension units is chosen information operating data mining technology by impaired report information field assessment unit, it is determined that the critical field that dimension is chosen is the distribution situation of data in impaired report information Data Mart dimension units.
Impaired report information grouping modeling unit divides different advanced warning grade groups according to the distribution situation of critical field in Data Mart subclass, same advanced warning grade group assesses distribution in unit in impaired report information field consistent, be distributed inconsistent between different advanced warning grade groups in impaired report information field assessment unit.
Described customer database is analyzed system and is included customer profile data fairground dimension units, customer information fields assessment unit and customer information grouping modeling unit, metadata in data warehouse is tentatively refined by described customer profile data fairground dimension units, including data pick-up, data conversion and data mining, forming the Data Mart subclass divided according to dimension of Data Mart, customer information is associated by customer electricity numbering in the subclass of different pieces of information fairground.
The dimension of customer profile data fairground dimension units is chosen information operating data mining technology by customer information fields assessment unit, it is determined that the critical field that dimension is chosen is the distribution situation of data in the dimension units of customer profile data fairground.
Customer information grouping modeling unit divides different customers according to the distribution situation of critical field in Data Mart subclass, same customers assess distribution in unit at customer information fields consistent, be distributed inconsistent between different customers in customer information fields assessment unit.The essential information such as including the occupation of client, hobby, income level, contact method, the information such as the purchase of electricity of client, electricity charge situation, power purchase mode, electric pressure, the quality of power supply, power supply reliability also to be placed on record in addition.Client is made information to have one intuitively, understand clearly with excellent pictures and texts, and by information analysiss such as customer information data, market surveys, find the potential demand in market, set up the data query integrated and management system, understand consumption preferences and the consumption habit of client, with interactive, the personalized service demand of customer in response, constantly excavate the profound needs of client with this, provide diversified service according to the demand of different clients.With this, big customer is further subdivided into top-tier customer, development-oriented client, risk client and normal client, accomplishes to shoot the arrow at the target, it is proposed to differentiated service strategy.
The specific embodiment of the present invention is described in conjunction with accompanying drawing although above-mentioned; but not limiting the scope of the invention; one of ordinary skill in the art should be understood that; on the basis of technical scheme, those skilled in the art need not pay various amendments or deformation that creative work can make still within protection scope of the present invention.
Claims (5)
1. a Distribution Network Failure informix acquisition management platform, it is characterised in that include fault information acquisition system, occurred frequently section of early warning system of fault, faulted-phase judgment supplying system, failure information database analyzes system and customer database analyzes system,
Described fault information acquisition system includes automatic fault reporting information acquisition module and scheduled outage information acquisition module, and automatic fault reporting information acquisition module gathers from the fault message in different business systems, and sends fault message to faulted-phase judgment supplying system;
Scheduled outage information acquisition module obtains scheduled outage information, and sends outage information to faulted-phase judgment supplying system;
Abort situation that what failure information database was analyzed that system draws by described fault frequency range early warning system occurred frequently easily send out draws fault pre-alarming information in conjunction with the geo-hazard early-warning information of GIS map module;
Described faulted-phase judgment supplying system includes fault message receiver module, failure mode analysis module, Maintenance Resource distribution module, failture evacuation timeliness pushing module and information issuing module, fault message receiver module receives the fault message that automatic impaired report information acquisition system, scheduled outage information acquisition module and fault frequency range early warning system occurred frequently sends respectively, and sends fault message to failure mode analysis module;
The location of the complete paired fault of failure mode analysis module and line topological analysis, the power failure range of impact is drawn according to power network line topological analysis result, positioning result and power failure range are pushed to GIS map module, outage information is sent to user in power failure range by information issuing module;
The power failure range that customer type divides and failure mode analysis module the draws impact that Maintenance Resource distribution module analyzes system according to customer database comprehensively draws Maintenance Resource allocation result, and Maintenance Resource distribution is shown in GIS map module;
Failture evacuation timeliness pushing module distributes the Maintenance Resource allocation result of module according to Maintenance Resource, the range information of GIS map module and the fault difficulty informix of failure mode analysis module draw failture evacuation required time, and is distributed in power failure range by failture evacuation required time and the expectation time of restoring electricity user by information issuing module;
The information issuing module information that outage information, failture evacuation required time and expectation restored electricity sends to user in power failure range;
Described failure information database is analyzed system and according to dimension, the information in fault information data fairground is carried out Preliminary division, and the subclass that fault information data fairground is formed by dimension is added up, and the fault information data after processing is carried out advanced warning grade group's division;
Described customer database is analyzed system and according to dimension, the information in customer profile data fairground is carried out Preliminary division, and the subclass that customer profile data fairground is formed by dimension is added up, and the customer profile data after processing is carried out customer group division.
2. a kind of Distribution Network Failure informix acquisition management platform as claimed in claim 1, it is characterized in that, the fault message of automatic fault reporting information acquisition module collection includes user and reports fault message, switch changed position fault message and distribution transforming and user malfunction information for repairment, and described user reports fault message for repairment and includes Customs Assigned Number, user's name, address of theenduser, contact method and defect content;Described switch changed position fault message includes the message of switch number, on off state, circuit number, affiliated plant stand, three-phase current and three-phase voltage;Described distribution transforming and user malfunction information include distribution transforming numbering, distribution transforming title, critical point numbering, ammeter numbering and acquisition time.
3. a kind of Distribution Network Failure informix acquisition management platform as claimed in claim 1, it is characterized in that, failure mode analysis module is when being analyzed fault message integrating, arrange according to wire topologies the carrying out from bottom to top of mesolow, and set up the relation can inquired about each other, the result analyzed is stored in analysis result table.
4. a kind of Distribution Network Failure informix acquisition management platform as claimed in claim 1, it is characterized in that, described failure information database is analyzed system and is included impaired report information Data Mart dimension units, impaired report information field assessment unit and impaired report information grouping modeling unit, metadata in data warehouse is tentatively refined by described impaired report information Data Mart dimension units, including data pick-up, data conversion and data mining, form the Data Mart subclass divided according to dimension of Data Mart, customer information is associated by customer electricity numbering in the subclass of different pieces of information fairground;
The dimension of impaired report information Data Mart dimension units is chosen information operating data mining technology by impaired report information field assessment unit, it is determined that the critical field that dimension is chosen is the distribution situation of data in impaired report information Data Mart dimension units;
Impaired report information grouping modeling unit divides different advanced warning grade groups according to the distribution situation of critical field in Data Mart subclass, same advanced warning grade group assesses distribution in unit in impaired report information field consistent, be distributed inconsistent between different advanced warning grade groups in impaired report information field assessment unit.
5. a kind of Distribution Network Failure informix acquisition management platform as claimed in claim 1, it is characterized in that, described customer database is analyzed system and is included customer profile data fairground dimension units, customer information fields assessment unit and customer information grouping modeling unit, metadata in data warehouse is tentatively refined by described customer profile data fairground dimension units, including data pick-up, data conversion and data mining, form the Data Mart subclass divided according to dimension of Data Mart, customer information is associated by customer electricity numbering in the subclass of different pieces of information fairground;
The dimension of customer profile data fairground dimension units is chosen information operating data mining technology by customer information fields assessment unit, it is determined that the critical field that dimension is chosen is the distribution situation of data in the dimension units of customer profile data fairground;
Customer information grouping modeling unit divides different customers according to the distribution situation of critical field in Data Mart subclass, same customers assess distribution in unit at customer information fields consistent, be distributed inconsistent between different customers in customer information fields assessment unit.
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Cited By (18)
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CN106157180A (en) * | 2016-09-27 | 2016-11-23 | 国家电网公司 | The early warning system of platform district low-voltage problem |
CN106569092A (en) * | 2016-10-31 | 2017-04-19 | 国网山东省电力公司济南供电公司 | Cable fault location, maintenance and early-warning system |
CN106651645A (en) * | 2016-11-22 | 2017-05-10 | 云南电网有限责任公司电力科学研究院 | Fault data management method for direct-current transmission system |
CN106815373A (en) * | 2017-02-10 | 2017-06-09 | 国网山东省电力公司 | Big data methods of exhibiting and system are rushed to repair in distribution based on BI analyses |
CN107194562A (en) * | 2017-05-16 | 2017-09-22 | 国网山东省电力公司临清市供电公司 | Electric company's platform area outage analysis system |
CN107862393A (en) * | 2017-10-31 | 2018-03-30 | 广西宜州市联森网络科技有限公司 | A kind of IT operation management system |
CN108021992A (en) * | 2017-11-15 | 2018-05-11 | 河北农业大学 | Multimedia teaching equipment network repair management system and method |
CN108020750A (en) * | 2016-11-02 | 2018-05-11 | 全球能源互联网研究院 | A kind of power distribution network power failure range analysis method and analytical equipment |
CN108053042A (en) * | 2017-12-29 | 2018-05-18 | 国网山东省电力公司嘉祥县供电公司 | A kind of outage information is reported and submitted and delivery system |
CN108846552A (en) * | 2018-05-23 | 2018-11-20 | 深圳供电局有限公司 | Distribution network automation terminal defect analysis system and method thereof |
CN109934273A (en) * | 2019-03-01 | 2019-06-25 | 长沙理工大学 | It is a kind of based on the fault characteristic of DML-KNN algorithm and active damage repair technology draw a portrait new method |
CN110879867A (en) * | 2019-11-20 | 2020-03-13 | 云南电网有限责任公司电力科学研究院 | Information publishing method and system based on LED advertisement function power distribution cabinet |
CN111554074A (en) * | 2020-04-30 | 2020-08-18 | 安徽立卓智能电网科技有限公司 | Beidou data acquisition device with alarm function and repair reporting system |
CN111738462A (en) * | 2020-06-08 | 2020-10-02 | 国网江苏省电力有限公司常州供电分公司 | Fault first-aid repair active service early warning method for electric power metering device |
CN112055056A (en) * | 2020-08-12 | 2020-12-08 | 珠海川普光电科技有限公司 | Integrated information management platform with multiple display screens |
CN112801811A (en) * | 2020-12-08 | 2021-05-14 | 呼伦贝尔安泰热电有限责任公司东海拉尔发电厂 | Intelligent heat supply informatization management platform |
CN113656458A (en) * | 2021-08-16 | 2021-11-16 | 国网山东省电力公司营销服务中心(计量中心) | Client management and control and power failure monitoring and scheduling system and method |
CN114089101A (en) * | 2021-11-11 | 2022-02-25 | 广东电网有限责任公司广州供电局 | Low-voltage power grid fault transformer area judgment method and device |
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Cited By (20)
Publication number | Priority date | Publication date | Assignee | Title |
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CN106157180A (en) * | 2016-09-27 | 2016-11-23 | 国家电网公司 | The early warning system of platform district low-voltage problem |
CN106569092A (en) * | 2016-10-31 | 2017-04-19 | 国网山东省电力公司济南供电公司 | Cable fault location, maintenance and early-warning system |
CN108020750A (en) * | 2016-11-02 | 2018-05-11 | 全球能源互联网研究院 | A kind of power distribution network power failure range analysis method and analytical equipment |
CN106651645A (en) * | 2016-11-22 | 2017-05-10 | 云南电网有限责任公司电力科学研究院 | Fault data management method for direct-current transmission system |
CN106815373B (en) * | 2017-02-10 | 2020-04-03 | 国网山东省电力公司 | Distribution network first-aid repair big data display method and system based on BI analysis |
CN106815373A (en) * | 2017-02-10 | 2017-06-09 | 国网山东省电力公司 | Big data methods of exhibiting and system are rushed to repair in distribution based on BI analyses |
CN107194562A (en) * | 2017-05-16 | 2017-09-22 | 国网山东省电力公司临清市供电公司 | Electric company's platform area outage analysis system |
CN107862393A (en) * | 2017-10-31 | 2018-03-30 | 广西宜州市联森网络科技有限公司 | A kind of IT operation management system |
CN108021992A (en) * | 2017-11-15 | 2018-05-11 | 河北农业大学 | Multimedia teaching equipment network repair management system and method |
CN108053042A (en) * | 2017-12-29 | 2018-05-18 | 国网山东省电力公司嘉祥县供电公司 | A kind of outage information is reported and submitted and delivery system |
CN108846552A (en) * | 2018-05-23 | 2018-11-20 | 深圳供电局有限公司 | Distribution network automation terminal defect analysis system and method thereof |
CN109934273A (en) * | 2019-03-01 | 2019-06-25 | 长沙理工大学 | It is a kind of based on the fault characteristic of DML-KNN algorithm and active damage repair technology draw a portrait new method |
CN110879867A (en) * | 2019-11-20 | 2020-03-13 | 云南电网有限责任公司电力科学研究院 | Information publishing method and system based on LED advertisement function power distribution cabinet |
CN111554074A (en) * | 2020-04-30 | 2020-08-18 | 安徽立卓智能电网科技有限公司 | Beidou data acquisition device with alarm function and repair reporting system |
CN111738462A (en) * | 2020-06-08 | 2020-10-02 | 国网江苏省电力有限公司常州供电分公司 | Fault first-aid repair active service early warning method for electric power metering device |
CN111738462B (en) * | 2020-06-08 | 2022-08-30 | 国网江苏省电力有限公司常州供电分公司 | Fault first-aid repair active service early warning method for electric power metering device |
CN112055056A (en) * | 2020-08-12 | 2020-12-08 | 珠海川普光电科技有限公司 | Integrated information management platform with multiple display screens |
CN112801811A (en) * | 2020-12-08 | 2021-05-14 | 呼伦贝尔安泰热电有限责任公司东海拉尔发电厂 | Intelligent heat supply informatization management platform |
CN113656458A (en) * | 2021-08-16 | 2021-11-16 | 国网山东省电力公司营销服务中心(计量中心) | Client management and control and power failure monitoring and scheduling system and method |
CN114089101A (en) * | 2021-11-11 | 2022-02-25 | 广东电网有限责任公司广州供电局 | Low-voltage power grid fault transformer area judgment method and device |
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