CN106022574A - Method and apparatus for generating relay protection changing information list automatically - Google Patents

Method and apparatus for generating relay protection changing information list automatically Download PDF

Info

Publication number
CN106022574A
CN106022574A CN201610307393.XA CN201610307393A CN106022574A CN 106022574 A CN106022574 A CN 106022574A CN 201610307393 A CN201610307393 A CN 201610307393A CN 106022574 A CN106022574 A CN 106022574A
Authority
CN
China
Prior art keywords
relay protection
electrical network
modification information
constant value
list
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.)
Pending
Application number
CN201610307393.XA
Other languages
Chinese (zh)
Inventor
郑新才
王素华
曹海军
梁杰
刘伟
王运辉
林江
李斌
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.)
NANJING DERUAN INFORMATION SCIENCE & TECHNOLOGY DEVELOPMENT Co Ltd
Shangqiu Power Supply Co of State Grid Henan Electric Power Co Ltd
Original Assignee
NANJING DERUAN INFORMATION SCIENCE & TECHNOLOGY DEVELOPMENT Co Ltd
Shangqiu Power Supply Co of State Grid Henan Electric Power 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 NANJING DERUAN INFORMATION SCIENCE & TECHNOLOGY DEVELOPMENT Co Ltd, Shangqiu Power Supply Co of State Grid Henan Electric Power Co Ltd filed Critical NANJING DERUAN INFORMATION SCIENCE & TECHNOLOGY DEVELOPMENT Co Ltd
Priority to CN201610307393.XA priority Critical patent/CN106022574A/en
Publication of CN106022574A publication Critical patent/CN106022574A/en
Pending legal-status Critical Current

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
    • G06Q10/0631Resource planning, allocation, distributing or scheduling for enterprises or organisations
    • G06Q10/06312Adjustment or analysis of established resource schedule, e.g. resource or task levelling, or dynamic rescheduling
    • 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
    • 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

Landscapes

  • Business, Economics & Management (AREA)
  • Human Resources & Organizations (AREA)
  • Engineering & Computer Science (AREA)
  • Economics (AREA)
  • Strategic Management (AREA)
  • Entrepreneurship & Innovation (AREA)
  • General Physics & Mathematics (AREA)
  • General Business, Economics & Management (AREA)
  • Educational Administration (AREA)
  • Marketing (AREA)
  • Theoretical Computer Science (AREA)
  • Development Economics (AREA)
  • Tourism & Hospitality (AREA)
  • Physics & Mathematics (AREA)
  • Quality & Reliability (AREA)
  • Game Theory and Decision Science (AREA)
  • Operations Research (AREA)
  • Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Water Supply & Treatment (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Emergency Protection Circuit Devices (AREA)

Abstract

The invention, which relates to the technical field of relay protection, discloses a method and apparatus for generating a relay protection changing information list automatically. The method comprises: a CIM model and SVG graph data are obtained and are analyzed to generate a grid static model; a relay protection constant-value list is obtained, and a relay protection configuration scheme base is generated based on the relay protection constant-value list and the grid static model; real-time operation data of a power grid are obtained and a network topological structure analysis is carried out based on the real-time operation data of the power grid and the grid static model to obtain a grid dynamic model; and a relay protection changing information list is generated according to the relay protection configuration scheme base, pre-compiled scheduling operation information, and relay protection changing information corresponding to a step-by-step decision and the operation at each step by a power decision-making analysis system on a wiring graph of the grid dynamic model. According to the invention, accuracy of the relay protection changing information list is improved, so that security and reliability of the power grid are guaranteed.

Description

A kind of method and device automatically generating relay protection modification information list
Technical field
The present invention relates to technical field of relay protection, particularly to a kind of method and apparatus automatically generating relay protection modification information list.
Background technology
Protective relaying device is one of most important secondary device of Operation of Electric Systems, and its operational mode and cooperation definite value have very important effect to correct operation and the electric power netting safe running of protective relaying device.And along with the change of whole power system; the adjustment of power system operating mode; the operational mode of protective relaying device and cooperation definite value need to do certain adjustment and just adapt to current power system operating mode, and therefore, protective relaying device must change in time along with electrical network change.
In prior art; relay protection of power system full-time staff is needed manually to write relay protection Notification of Changes list; detailed process is: browse the electrical network primary connection figure of dispatch automated system; and rule of thumb establishment changes, with electrical network primary connection figure, the relay protection scheme scheme adapted, and obtains relay protection Notification of Changes list.But owing to aforesaid way is to use manually implemented, fails to write key configuration so can exist or write the probability coordinating definite value by mistake, causing the information of relay protection Notification of Changes list obtained inaccurate, thus electric power netting safe running is brought the biggest risk.
Summary of the invention
In view of this, the present invention provides a kind of method and apparatus automatically generating relay protection modification information list, which raises the accuracy of relay protection modification information list, thus ensures the safety and reliability of electrical network.
The present invention solves the problems referred to above by techniques below means:
A kind of method automatically generating relay protection modification information list of the present invention, including: obtain CIM and the SVG graph data of EMS/SCADA system, described CIM and described SVG graph data are resolved, and generates electrical network static models;Obtain relay protection constant value list, and generate relay protection scheme scheme base according to described relay protection constant value list and described electrical network static models;Obtain the electrical network real-time running data of EMS/SCADA system, analysis of networks topology is carried out according to described electrical network real-time running data and described electrical network static models, obtain electrical network dynamic model, so that the running status of described electrical network dynamic model and the operation of power networks state consistency of described EMS/SCADA system;Analyze the system relay protection modification information that progressively decision-making is corresponding with often step operation on the wiring diagram of described electrical network dynamic model according to described relay protection scheme scheme base, scheduling operation information prepared in advance and Power decision, and generate relay protection modification information list according to the relay protection modification information corresponding with often walking operation.
Further, described acquisition relay protection constant value list includes: calculates multiple relay protection constant value according to relay protection constant value software for calculation, and generates described relay protection constant value list according to multiple described relay protection constant values.
Further, described CIM includes the CIM of IEC61970 series standard.
A kind of device automatically generating relay protection modification information list of the present invention, including: acquiring unit, for obtaining CIM and the SVG graph data of EMS/SCADA system;Processing unit, resolves for described CIM and the described SVG graph data obtaining described acquiring unit, and generates electrical network static models;Described acquiring unit, is additionally operable to obtain relay protection constant value list;Described processing unit, is additionally operable to described relay protection constant value list and the described electrical network static models generation relay protection scheme scheme base obtained according to described acquiring unit;Described acquiring unit, is additionally operable to obtain the electrical network real-time running data of EMS/SCADA system;Described processing unit, it is additionally operable to the electrical network real-time running data that obtains according to described acquiring unit and described electrical network static models carry out analysis of networks topology, obtain electrical network dynamic model, so that the running status of described electrical network dynamic model and the operation of power networks state consistency of described EMS/SCADA system;Described processing unit; it is additionally operable to analyze the system relay protection modification information that progressively decision-making is corresponding with often step operation on the wiring diagram of described electrical network dynamic model according to described relay protection scheme scheme base, scheduling operation information prepared in advance and Power decision, and generates relay protection modification information list according to the relay protection modification information corresponding with often walking operation.
Further, described acquiring unit is specifically for calculating multiple relay protection constant value according to relay protection constant value software for calculation, and generates described relay protection constant value list according to multiple described relay protection constant values.
Further, described CIM includes the CIM of IEC61970 series standard.
A kind of method and apparatus automatically generating relay protection modification information list of the present invention has the advantages that
The invention provides a kind of method and apparatus automatically generating relay protection modification information list, described method includes resolving the CIM obtained and SVG graph data, generate electrical network static models, and generate relay protection scheme scheme base according to the relay protection constant value list obtained and electrical network static models, then electrical network real-time running data and electrical network static models according to obtaining carry out analysis of networks topology, obtain electrical network dynamic model, final according to relay protection scheme scheme base, scheduling operation information prepared in advance analyzes the system relay protection modification information that progressively decision-making is corresponding with often step operation on the wiring diagram of electrical network dynamic model with Power decision, ultimately generate relay protection modification information list.Owing to above-mentioned relay protection modification information list is that computer is according to some Automatic generation of informations obtained in advance; it is possible to avoid prior art failing to write key configuration or writing the problems such as cooperation definite value by mistake; improve the accuracy of relay protection modification information list, thus ensure the safety and reliability of electrical network.
Accompanying drawing explanation
The invention will be further described with embodiment below in conjunction with the accompanying drawings.
Fig. 1 is the schematic flow sheet of a kind of method automatically generating relay protection modification information list of the present invention;
Fig. 2 is the functional schematic of a kind of device automatically generating relay protection modification information list of the present invention.
Detailed description of the invention
Below with reference to accompanying drawing, the present invention is described in detail, as shown in Figure 1: a kind of method automatically generating relay protection modification information list of the present embodiment includes:
101, obtain CIM and the SVG graph data of EMS/SCADA system, described CIM and described SVG graph data are resolved, and generates electrical network static models.
Wherein, described CIM includes the CIM of IEC61970 series standard.
It should be noted that CIM and SVG graph data are being resolved, and need when generating electrical network static models to follow IEC61970 CIM and SVG figure stipulations.
102, obtain relay protection constant value list, and generate relay protection scheme scheme base according to described relay protection constant value list and described electrical network static models.
Concrete; multiple relay protection constant value is calculated according to relay protection constant value software for calculation; and generate described relay protection constant value list according to multiple described relay protection constant values; and by the typing one by one on electrical network static models wiring diagram of the relay protection constant value in relay protection constant value list, ultimately generate relay protection scheme scheme base.
103, the electrical network real-time running data of EMS/SCADA system is obtained, analysis of networks topology is carried out according to described electrical network real-time running data and described electrical network static models, obtain electrical network dynamic model, so that the running status of described electrical network dynamic model and the operation of power networks state consistency of described EMS/SCADA system.
104, analyze the system relay protection modification information that progressively decision-making is corresponding with often step operation on the wiring diagram of described electrical network dynamic model according to described relay protection scheme scheme base, scheduling operation information prepared in advance and Power decision, and generate relay protection modification information list according to the relay protection modification information corresponding with often walking operation.
It should be noted that the development environment that the present invention uses is Windows, development language is Qt, and data base is MySQL or SQL Server, and running environment supports Windows, Unix and Linux.
The invention provides a kind of method automatically generating relay protection modification information list, resolve including to the CIM obtained and SVG graph data, generate electrical network static models, and generate relay protection scheme scheme base according to the relay protection constant value list obtained and electrical network static models, then electrical network real-time running data and electrical network static models according to obtaining carry out analysis of networks topology, obtain electrical network dynamic model, final according to relay protection scheme scheme base, scheduling operation information prepared in advance analyzes the system relay protection modification information that progressively decision-making is corresponding with often step operation on the wiring diagram of electrical network dynamic model with Power decision, ultimately generate relay protection modification information list.Owing to above-mentioned relay protection modification information list is that computer is according to some Automatic generation of informations obtained in advance; it is possible to avoid prior art failing to write key configuration or writing the problems such as cooperation definite value by mistake; improve the accuracy of relay protection modification information list, thus ensure the safety and reliability of electrical network.
As in figure 2 it is shown, the functional schematic of its a kind of device automatically generating relay protection modification information list provided for the present invention, including: acquiring unit 201 and processing unit 202.
Acquiring unit 201, for obtaining CIM and the SVG graph data of EMS/SCADA system.
Wherein, described CIM includes the CIM of IEC61970 series standard.
Processing unit 202, resolves for described CIM and the described SVG graph data obtaining described acquiring unit 201, and generates electrical network static models.
Described acquiring unit 201, is additionally operable to obtain relay protection constant value list.
Described acquiring unit 201, specifically for calculating multiple relay protection constant value according to relay protection constant value software for calculation, and generates described relay protection constant value list according to multiple described relay protection constant values.
Described processing unit 202, is additionally operable to described relay protection constant value list and the described electrical network static models generation relay protection scheme scheme base obtained according to described acquiring unit 201.
Described acquiring unit 201, is additionally operable to obtain the electrical network real-time running data of EMS/SCADA system.
Described processing unit 202, the electrical network real-time running data and the described electrical network static models that are additionally operable to obtain according to described acquiring unit 201 carry out analysis of networks topology, obtain electrical network dynamic model, so that the running status of described electrical network dynamic model and the operation of power networks state consistency of described EMS/SCADA system.
Described processing unit 202; it is additionally operable to analyze the system relay protection modification information that progressively decision-making is corresponding with often step operation on the wiring diagram of described electrical network dynamic model according to described relay protection scheme scheme base, scheduling operation information prepared in advance and Power decision, and generates relay protection modification information list according to the relay protection modification information corresponding with often walking operation.
The invention provides a kind of device automatically generating relay protection modification information list, resolve including to the CIM obtained and SVG graph data, generate electrical network static models, and generate relay protection scheme scheme base according to the relay protection constant value list obtained and electrical network static models, then electrical network real-time running data and electrical network static models according to obtaining carry out analysis of networks topology, obtain electrical network dynamic model, final according to relay protection scheme scheme base, scheduling operation information prepared in advance analyzes the system relay protection modification information that progressively decision-making is corresponding with often step operation on the wiring diagram of electrical network dynamic model with Power decision, ultimately generate relay protection modification information list.Owing to above-mentioned relay protection modification information list is that computer is according to some Automatic generation of informations obtained in advance; it is possible to avoid prior art failing to write key configuration or writing the problems such as cooperation definite value by mistake; improve the accuracy of relay protection modification information list, thus ensure the safety and reliability of electrical network.
Finally illustrate is, above example is only in order to illustrate technical scheme and unrestricted, although the present invention being described in detail with reference to preferred embodiment, it will be understood by those within the art that, technical scheme can be modified or equivalent, without deviating from objective and the scope of technical solution of the present invention, it all should be contained in the middle of scope of the presently claimed invention.

Claims (6)

1. the method automatically generating relay protection modification information list, it is characterised in that: including:
Obtain the CIM of EMS/SCADA system and SVG graph data, to described CIM and described SVG graph data resolves, and generates electrical network static models;
Obtain relay protection constant value list, and according to described relay protection constant value list and described electrical network static models Generate relay protection scheme scheme base;
Obtain the electrical network real-time running data of EMS/SCADA system, according to described electrical network real-time running data and institute State electrical network static models and carry out analysis of networks topology, obtain electrical network dynamic model, so that described electrical network moves The running status of states model and the operation of power networks state consistency of described EMS/SCADA system;
According to described relay protection scheme scheme base, scheduling operation information prepared in advance and Power decision analysis system The system relay protection change letter that progressively decision-making is corresponding with often step operation on the wiring diagram of described electrical network dynamic model Breath, and generate relay protection modification information list according to the relay protection modification information corresponding with often walking operation.
A kind of method automatically generating relay protection modification information list the most according to claim 1, it is special Levy and be: described acquisition relay protection constant value list includes:
Calculate multiple relay protection constant value according to relay protection constant value software for calculation, and continue according to multiple Electric protection definite value generates described relay protection constant value list.
A kind of method automatically generating relay protection modification information list the most according to claim 1 and 2, It is characterized in that: described CIM includes the CIM of IEC61970 series standard.
4. the device automatically generating relay protection modification information list, it is characterised in that including:
Acquiring unit, for obtaining CIM and the SVG graph data of EMS/SCADA system;
Processing unit, enters for described CIM and the described SVG graph data obtaining described acquiring unit Row resolves, and generates electrical network static models;
Described acquiring unit, is additionally operable to obtain relay protection constant value list;
Described processing unit, is additionally operable to described relay protection constant value list and the institute obtained according to described acquiring unit State electrical network static models and generate relay protection scheme scheme base;
Described acquiring unit, is additionally operable to obtain the electrical network real-time running data of EMS/SCADA system;
Described processing unit, is additionally operable to the electrical network real-time running data that obtains according to described acquiring unit and described electricity Net static models carry out analysis of networks topology, obtain electrical network dynamic model, so that described electrical network dynamic analog The running status of type and the operation of power networks state consistency of described EMS/SCADA system;
Described processing unit, is additionally operable to according to described relay protection scheme scheme base, scheduling operation prepared in advance Information and Power decision analyze system on the wiring diagram of described electrical network dynamic model progressively decision-making with often walk operation Corresponding relay protection modification information, and generate relay according to the relay protection modification information corresponding with often walking operation Protection modification information list.
A kind of device automatically generating relay protection modification information list the most according to claim 4, it is special Levy and be,
Described acquiring unit is specifically for calculating multiple relay protection according to relay protection constant value software for calculation Definite value, and generate described relay protection constant value list according to multiple described relay protection constant values.
6. according to a kind of device automatically generating relay protection modification information list described in claim 4 or 5, It is characterized in that, described CIM includes the CIM of IEC61970 series standard.
CN201610307393.XA 2016-05-09 2016-05-09 Method and apparatus for generating relay protection changing information list automatically Pending CN106022574A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201610307393.XA CN106022574A (en) 2016-05-09 2016-05-09 Method and apparatus for generating relay protection changing information list automatically

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201610307393.XA CN106022574A (en) 2016-05-09 2016-05-09 Method and apparatus for generating relay protection changing information list automatically

Publications (1)

Publication Number Publication Date
CN106022574A true CN106022574A (en) 2016-10-12

Family

ID=57100298

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201610307393.XA Pending CN106022574A (en) 2016-05-09 2016-05-09 Method and apparatus for generating relay protection changing information list automatically

Country Status (1)

Country Link
CN (1) CN106022574A (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108320104A (en) * 2018-02-08 2018-07-24 国家电网公司 Model and algorithm are obtained based on RalayCAC relay protection setting software realizations protection definite value on-line testing function
CN108345739A (en) * 2018-02-08 2018-07-31 国家电网公司 Recognize the method that CIME and SVG model file information realizations protection definite value on-line testing function obtains model
CN114421439A (en) * 2021-12-28 2022-04-29 贵州电网有限责任公司 Power grid protection fixed value data changing method based on visualization and expert system

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101425682A (en) * 2008-12-11 2009-05-06 宜宾电业局 Electric grid relay protection constant value on-line check integrated data processing method
CN102074939A (en) * 2010-11-17 2011-05-25 华北电网有限公司 Online examination method of relay protection setting value based on dynamic short-circuit current
CN104269809A (en) * 2014-10-14 2015-01-07 上海电力学院 Method for on-line verification of relay protection setting value of regional power grid

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101425682A (en) * 2008-12-11 2009-05-06 宜宾电业局 Electric grid relay protection constant value on-line check integrated data processing method
CN102074939A (en) * 2010-11-17 2011-05-25 华北电网有限公司 Online examination method of relay protection setting value based on dynamic short-circuit current
CN104269809A (en) * 2014-10-14 2015-01-07 上海电力学院 Method for on-line verification of relay protection setting value of regional power grid

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108320104A (en) * 2018-02-08 2018-07-24 国家电网公司 Model and algorithm are obtained based on RalayCAC relay protection setting software realizations protection definite value on-line testing function
CN108345739A (en) * 2018-02-08 2018-07-31 国家电网公司 Recognize the method that CIME and SVG model file information realizations protection definite value on-line testing function obtains model
CN108320104B (en) * 2018-02-08 2021-06-01 国家电网公司 Method for realizing protection fixed value on-line verification function obtaining model based on RelayCAC relay protection setting software
CN114421439A (en) * 2021-12-28 2022-04-29 贵州电网有限责任公司 Power grid protection fixed value data changing method based on visualization and expert system
CN114421439B (en) * 2021-12-28 2023-11-24 贵州电网有限责任公司 Power grid protection fixed value data changing method based on visualization and expert system

Similar Documents

Publication Publication Date Title
CN103390882B (en) A kind of Oversea power grid protection constant value modification method
CN104463696A (en) Power grid operating risk recognition and prevention method and system
CN106022574A (en) Method and apparatus for generating relay protection changing information list automatically
CN105427041A (en) Standardized maintenance method for reconstruction and extension information point table of running substation
CN108345739B (en) Method for identifying CIME and SVG model file information to realize protection fixed value on-line check function and obtain model
CN105425772B (en) Nuclear power plant's methods of risk assessment of the failure tree reduction of logic-based equivalence
CN105303469A (en) Method and system for line loss abnormal reason data mining and analysis
CN103905275A (en) Electric power telecontrol equipment testing method based on IEC61850 replacement services
CN104036374A (en) Method for assisting in disposing operating accidents of power grid
EP2897401B1 (en) Method and device for guaranteeing consistency of planning data
CN103838921A (en) PSCAD-EMTDC simulation model automatic generation method
WO2020140127A1 (en) Systems and methods distributed-solar power forecasting using parameter regularization
CN104240045A (en) Method for analyzing coordination and safety of protective relaying of regional power grid
CN108921420B (en) Method and system for generating production plan by power plant station equipment
CN102968096A (en) Safe error proof verifying method for master station type comprehensive intelligent error proof system
CN104037790A (en) Evaluation method of acceptance capability of new energy based on sequential Monte Carlo simulation
Petrochenkov et al. Construction of an ontological model of the life cycle of electrotechnical equipment
CN104407577A (en) Intelligent check anti-maloperation method based on real-time trend
CN203929933U (en) Power grid integrated on-line testing device
CN107908731B (en) PSD-BPA-based Guangxi power grid area load data batch modification method
Ou et al. Research on the construction method of knowledge graph for electric power wireless private network
CN117151424A (en) Artificial intelligence power scheduling decision-making system based on big data
CN105262086B (en) A kind of overload element collection of N 1 based on security domain determines method
CN109710669A (en) The method of raising full electric network model data accuracy based on verification rule base
WO2019055329A1 (en) A method of learning robust regression models from limited training data

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20161012