CN107301219A - A kind of Electric Power Network Planning data management system - Google Patents

A kind of Electric Power Network Planning data management system Download PDF

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Publication number
CN107301219A
CN107301219A CN201710458203.9A CN201710458203A CN107301219A CN 107301219 A CN107301219 A CN 107301219A CN 201710458203 A CN201710458203 A CN 201710458203A CN 107301219 A CN107301219 A CN 107301219A
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China
Prior art keywords
data
power network
module
electric power
network planning
Prior art date
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Pending
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CN201710458203.9A
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Chinese (zh)
Inventor
沈亮
秦奋
张天浩
俞伟勇
胡伟
倪万珊
李题印
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HANGZHOU KAIDA ELECTRIC POWER CONSTRUCTION Co Ltd
Hangzhou Power Supply Co of State Grid Zhejiang Electric Power Co Ltd
Original Assignee
HANGZHOU KAIDA ELECTRIC POWER CONSTRUCTION Co Ltd
Hangzhou Power Supply Co of State Grid Zhejiang Electric Power Co Ltd
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Application filed by HANGZHOU KAIDA ELECTRIC POWER CONSTRUCTION Co Ltd, Hangzhou Power Supply Co of State Grid Zhejiang Electric Power Co Ltd filed Critical HANGZHOU KAIDA ELECTRIC POWER CONSTRUCTION Co Ltd
Priority to CN201710458203.9A priority Critical patent/CN107301219A/en
Publication of CN107301219A publication Critical patent/CN107301219A/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
    • G06F16/25Integrating or interfacing systems involving database management systems
    • G06F16/258Data format conversion from or to a database
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/30Authentication, i.e. establishing the identity or authorisation of security principals
    • G06F21/31User authentication
    • G06F21/32User authentication using biometric data, e.g. fingerprints, iris scans or voiceprints
    • 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
    • G06Q10/0637Strategic management or analysis, e.g. setting a goal or target of an organisation; Planning actions based on goals; Analysis or evaluation of effectiveness of goals
    • 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
    • G06Q10/10Office automation; Time management
    • G06Q10/103Workflow collaboration or project management
    • 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

Abstract

The invention discloses a kind of Electric Power Network Planning data management system, the system includes acquisition module, human-computer interaction module, data markers module, data preparation module, data locating module, central processing unit, data retrieval calling module and data type-setting module.The application extracts the information in data according to preset field, and data record is formed according to the information, realizes data positioning and the foundation of data relationship automatically based on data record;And the identity information of typing person is carried by data, realize data reversibility;Conflict and redundancy between by clearing data, it is to avoid the repetition and conflict of data, improve the convenience that data query is called;And the promptness and accuracy of combined data are improved, realize the timely and conveniently management of Electric Power Network Planning data.

Description

A kind of Electric Power Network Planning data management system
Technical field
The present invention relates to data processing field, more particularly to a kind of Electric Power Network Planning data management system.
Background technology
Power system can be that industry-by-industry and field provide endlessly electric energy.It is limited in current power resource allocation And under the uneven environment of distribution, how to be reasonably laid out and set the core that electric power resource is power system.
At present, the branch company in general institute of Utilities Electric Co. compass of competency, all can be according to its compass of competency in some cycles Interior electric power carries out the planning and adjustment of power network.But it is due to stage of each electric power branch company all in independently working, point public affairs The data of Electric Power Network Planning between department, and parent company are entirely to use Word+ to overall hold of each company's Electric Power Network Planning Excel+Email semi-automatic transfer mode.
Existing data handling system, mostly using the artificial positioning for carrying out data storage location, it is easy to cause data The confusion of storage;Meanwhile, conflict is also easily caused between data and is repeated so that the workload increase of data look-up functions, Also so that system carry out data check when can make a mistake;And trackability is not present in all data.
The content of the invention
It is an object of the invention to provide a kind of Electric Power Network Planning data management system, data positioning and data relationship are realized automatically Foundation;And the identity information of typing person is carried by data, realize data reversibility;Conflict between by clearing data and Redundancy, improves the convenience of data query.
In view of this, the present invention provides a kind of Electric Power Network Planning data management system, and the system includes:
Acquisition module, is made up of multiple function detection modules including big dipper module, for gathering default monitoring management section Power network monitoring data, and the power network monitoring data are marked using Big Dipper location data, draw mark power network monitoring Data, the mark power network monitoring data are sent to data preparation module;
Human-computer interaction module, biological attribute data and data call instruction for obtaining user's input, by the biology Characteristic and data call instruction are sent to central processing unit;Obtain the identity information of the user and the user The Electric Power Network Planning related data of the default monitoring management section of input, the Electric Power Network Planning related data is sent to data mark Remember module;
The data markers module, for the Electric Power Network Planning related data to be marked using the identity information, Mark Electric Power Network Planning related data is drawn, the mark Electric Power Network Planning related data is sent to the data preparation module;
The data preparation module, for according to the mark power network monitoring data and the mark Electric Power Network Planning dependency number According to, lookup redundant data and colliding data, and remove the redundant data and the colliding data;
Data locating module, for according to preset field, extracting the mark power network monitoring data after arranging and institute State the information of mark Electric Power Network Planning related data;Data record is formed according to described information;Similarity number strong point is found, sets up described Data record and the relation at the similarity number strong point;
Central processing unit, for the biological attribute data to be compared with the pre-stored biological attribute data, is obtained Go out feature comparison result, the feature comparison result is decoded, when successfully decoded, data call instruction is sent extremely Data retrieval calling module;
Data retrieval calling module, for being instructed according to the data call, calls the data in the database, And send the data to data type-setting module;
Data type-setting module, for the data to be carried out into typesetting according to default type-setting mode.
Alternatively, in addition to:
Forecast analysis module, for receiving the power network monitoring data that the acquisition module is sent, according to preset algorithm And the power network monitoring data carry out data prediction analysis, draw and predict the outcome.
Alternatively, the forecast analysis module includes:
Chart drawing unit, for according to the power network monitoring data, formation curve, the curve include tense curve and Three-dimensional effect curve;
Comparative analysis unit, for the curve and former measured curve to be analyzed into prediction, draws analysis prediction As a result;
Scholarly forecast analytic unit, for the power network monitoring data and pre-stored electric network data to be carried out into similarity pair Than drawing comparison result;
Display unit, for showing that the analysis predicts the outcome and the comparison result.
Alternatively, the central processing unit includes:
Control instruction allocation unit, for receiving the control instruction that the user is inputted by the human-computer interaction module, The control instruction is distributed to corresponding module;
Registering unit, for obtaining the registry biometrics characteristic data that the user is inputted by the human-computer interaction module, The registry biometrics characteristic data is stored to the database, the pre-stored biological attribute data is drawn.
Alternatively, the data locating module includes:
Graduation range computing unit, for utilizing facet technology, calculates the facet distance between different pieces of information term;
Positioning unit, for carrying out data positioning according to the graduation range.
Alternatively, the biological attribute data includes voice print database, and the voice print database is bright for the user from typing The vocal print feature data and lip extracted in the voice for reading specific authentication text move interval time data.
Alternatively, the network planning related data at least include business datum, spatial data, grid company data and Programmed decision-making data.
Alternatively, the data preparation module includes:
Searching unit, for searching the institute between the mark power network monitoring data and the mark Electric Power Network Planning related data State in redundant data, and the mark power network monitoring data, the mark Electric Power Network Planning related data and the database Colliding data between data;
Redundant data clearing cell, for utilizing redundancy functions, removes the redundant data;
Colliding data clearing cell, for utilizing EKA algorithms and AKF algorithms, removes the colliding data.
A kind of Electric Power Network Planning data management system provided by the present invention, the system includes acquisition module, man-machine interaction mould Block, data markers module, data preparation module, data locating module, central processing unit, data retrieval calling module and data Type-setting module.The application extracts the information in data according to preset field, data record is formed according to the information, based on data Record is automatic to realize data positioning and the foundation of data relationship;And the identity information of typing person is carried by data, realize data Reversibility;Conflict and redundancy between by clearing data, it is to avoid the repetition and conflict of data, improve what data query was called Convenience;And the promptness and accuracy of combined data are improved, realize the timely and conveniently management of Electric Power Network Planning data.
Brief description of the drawings
, below will be to embodiment or existing for the clearer explanation embodiment of the present invention or the technical scheme of prior art The accompanying drawing used required in technology description is briefly described, it should be apparent that, drawings in the following description are only this hair Some bright embodiments, for those of ordinary skill in the art, on the premise of not paying creative work, can be with root Other accompanying drawings are obtained according to these accompanying drawings.
A kind of structure of the embodiment for the Electric Power Network Planning data management system that Fig. 1 is provided by the embodiment of the present invention Schematic block diagram;
Embodiment
In order that those skilled in the art more fully understand the present invention program, with reference to the accompanying drawings and detailed description The present invention is described in further detail.Obviously, described embodiment is only a part of embodiment of the invention, rather than Whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art are not making creative work premise Lower obtained every other embodiment, belongs to the scope of protection of the invention.
Refer to Fig. 1, a kind of specific implementation for the Electric Power Network Planning data management system that Fig. 1 is provided by the embodiment of the present invention The structural schematic block diagram of mode, the system can include:
Acquisition module 11, is made up of multiple function detection modules including big dipper module, for gathering default monitoring management The power network monitoring data of section, and the power network monitoring data are marked using Big Dipper location data, draw mark power network prison Data are surveyed, the mark power network monitoring data are sent to data preparation module.
Above-mentioned power network monitoring data can include presetting the voltage of monitoring management section, electric current, frequency, load, electric-field intensity And the data such as magnetic field intensity.Preferably, acquisition module can gather the power network monitoring of specified monitoring management section at regular time and quantity Data.
After collection power network monitoring data, pretreatment operation, i.e. acquisition module can be carried out to the data collected Pretreatment unit can be included, the pretreatment unit utilizes the corresponding Big Dipper location data of data, and power network monitoring data are carried out Mark;Then, sent by the power network monitoring data of tape label to data preparation module and forecast analysis module.
Human-computer interaction module 12, biological attribute data and data call instruction for obtaining user's input, by the life Thing characteristic and data call instruction are sent to processing module;Obtain the identity information of the user and the user The Electric Power Network Planning related data of the default monitoring management section of input, the Electric Power Network Planning related data is sent to data mark Remember module.
Above-mentioned biological attribute data can include the voice print database that user inputs, and the voice print database can refer to from typing User reads aloud the vocal print feature data extracted in the voice of specific authentication text and lip moves interval time data.The biological characteristic number According to identification authentication data when can be User logs in.
User can be registered by human-computer interaction module, i.e., user can be in registration, and the biology for inputting itself is special Data are levied, then system can generate the biological characteristic model of the User Identity, it is possible to by the biological characteristic generated Model is stored into database, authentication when being easy to the subsequent user to log in.
Above-mentioned Electric Power Network Planning related data can at least include business datum, spatial data, grid company data and rule Draw decision data etc..After the Electric Power Network Planning related data can be logging in system by user, inputted by human-computer interaction module Data, i.e. Electric Power Network Planning related data can carry the identity information of importer.
, can be to received Electric Power Network Planning in order to ensure the accuracy for the Electric Power Network Planning related data that user is inputted Related data is audited, therefore said system can also include data-auditing module, for being carried out to Electric Power Network Planning related data Examination & verification, the data for auditing qualified are sent to data markers module.
Data markers module 13, for the Electric Power Network Planning related data to be marked using the identity information, is obtained Go out to mark Electric Power Network Planning related data, the mark Electric Power Network Planning related data is sent to the data preparation module.
Electric Power Network Planning related data is the data inputted after User logs in, can obtain the identity information of importer, so Electric Power Network Planning related data is marked using the identity information afterwards, can so be believed according to the identity in Electric Power Network Planning related data Breath, determines the importer of data, data is had reversibility.And the logon account that above-mentioned identity information can include user is believed Breath and other relevant informations.
Data preparation module 14, for according to the mark power network monitoring data and the mark Electric Power Network Planning dependency number According to, lookup redundant data and colliding data, and remove the redundant data and the colliding data.
Above-mentioned redundant data can be digit synbol power network monitoring data and mark Electric Power Network Planning related data between exist it is superfluous Remainder evidence;Above-mentioned colliding data can be digit synbol power network monitoring data, mark Electric Power Network Planning related data and system database Colliding data between the data stored.
After finding out redundant data and colliding data, it can be shown with talking with box form, such user can lead to Cross dialog box, it is thus understood that redundant data and colliding data, come to need selection the data of removing according to demand.
As a kind of embodiment, above-mentioned data preparation module can include:Searching unit, for searching the mark Remember the redundant data between power network monitoring data and the mark Electric Power Network Planning related data, and the mark power network monitoring The colliding data between data in data, the mark Electric Power Network Planning related data and the database;Redundant data is removed single Member, for utilizing redundancy functions, removes the redundant data;Colliding data clearing cell, for using EKA algorithms and AKF algorithms, remove the colliding data.
It is understood that after the data of removing needed for user has selected, it is possible to use EKA algorithms and AKF algorithms come Colliding data is removed, its detailed process is well known to those skilled in the art, will not be repeated here;Utilize redundancy functions , specifically, can be by k to remove redundant data1And k2In knowledge element take out e1And e2, then by e1And e2Middle X, Y and pass It is that R taking-ups are compared, and contrasts xe respectively1、xe2、ye1And ye2, by the element entry deletion with identical content, retain former There are relation R values, by the relation and be not deleted item and merge, realize the deletion of redundant data.
Data locating module 15, for according to preset field, extract the mark power network monitoring data after arranging and The information of the mark Electric Power Network Planning related data;Data record is formed according to described information;Find out depositing for the data record Storage space is put, and finds similarity number strong point, sets up the relation of the data record and the similarity number strong point.
It is possible, firstly, to from the data for removing redundant data and colliding data, according to the field pre-set, extract mark Remember the information of power network monitoring data and mark Electric Power Network Planning related data, corresponding data record is formed using the information;Then, The suitable storage location of data record is found in database, and finds out similarity number strong point, the pass set up between similarity number strong point System.
As a kind of embodiment, above-mentioned data locating module can include:Graduation range computing unit, for profit With facet technology, the facet distance between different pieces of information term is calculated;Positioning unit, for entering line number according to the graduation range According to positioning.
Data positioning can be based on facet technology, and number is accurately positioned by calculating the facet distance between different pieces of information term According to.Its detailed process can be as follows:Under known facet constraints, corresponding data terms are chosen, are realized to required data Description;If chosen successfully, corresponding data is returned;If selection is unsuccessful, according to synonymicon and concept distance Figure calculates the similitude of term, forms new definition information.
Central processing unit 16, for the biological attribute data to be compared with the pre-stored biological attribute data, Feature comparison result is drawn, the feature comparison result is decoded, when successfully decoded, the data call is instructed and sent To data retrieval calling module.
Control instruction, user's registration, rights management and the account password that central processing unit can also receive user's input are repaiied Change.
As a kind of embodiment, above-mentioned central processing unit can include:Control instruction allocation unit, for receiving The control instruction that the user is inputted by the human-computer interaction module, the control instruction is distributed to corresponding module;Registration Unit, for obtaining the registry biometrics characteristic data that the user is inputted by the human-computer interaction module, the registration is given birth to Thing characteristic is stored to the database, draws the pre-stored biological attribute data.
Data retrieval calling module 17, for being instructed according to the data call, calls the number in the database According to, and the data are sent to data type-setting module.
Data type-setting module 18, for the data to be carried out into typesetting according to default type-setting mode.Draw after typesetting result, Typesetting result can be sent to display screen and be shown.
Collect after power network monitoring data, power network can be predicted according to the power network monitoring data.
As a kind of embodiment, said system can also include:Forecast analysis module 19, for receiving described adopt Collect the power network monitoring data that module is sent, data prediction point is carried out according to preset algorithm and the power network monitoring data Analysis, draws and predicts the outcome.
It is possible, firstly, to according to the power network monitoring data inputted, draw generation response curve;Then, according to being generated Curve and virgin curve are contrasted, and calculate similar between received power network monitoring data and pre-stored electric network data Degree, analysis is predicted according to similarity.
Preferably, above-mentioned forecast analysis module can include:Chart drawing unit, for according to the power network monitoring number According to formation curve, the curve includes tense curve and three-dimensional effect curve;Comparative analysis unit, for by the curve and Prediction is analyzed in former measured curve, show that analysis predicts the outcome;Scholarly forecast analytic unit, for the power network to be supervised Survey data and carry out similarity comparison with pre-stored electric network data, draw comparison result;Display unit, for showing that the analysis is pre- Survey result and the comparison result.
It is understood that above-mentioned tense curve can show the initial data or electric power networks supplemental characteristic of each monitoring point Change with time situation;Above-mentioned three-dimensional effect curve can protrude the monitoring result of same time different measuring points with electric power networks The changing rule of spatial information.After curve is drawn out.Recurrence calculating can also be carried out using function pair curve.
Above-mentioned pre-stored electric network data can refer to be stored in all kinds of typical electric network datas and corresponding electricity in database Net fault data.The similarity between current electric grid Monitoring Data and pre-stored electric network data is calculated, according to the height of similarity, is obtained Go out comparison result.
In order to intuitively show comparison result, comparison result can also be carried out after ascending order or descending according to similarity, hair Display screen is delivered to be shown.
The Electric Power Network Planning data management system that the embodiment of the present invention is provided, the system includes acquisition module, man-machine interaction Module, data markers module, data preparation module, data locating module, central processing unit, data retrieval calling module and number According to type-setting module.The system extracts the information in data according to preset field, data record is formed according to the information, based on number Data positioning and the foundation of data relationship are realized according to record is automatic;And the identity information of typing person is carried by data, realize number According to reversibility;Conflict and redundancy between by clearing data, it is to avoid the repetition and conflict of data, improve data query and call Convenience;And the promptness and accuracy of combined data are improved, realize the timely and conveniently management of Electric Power Network Planning data.
Electric Power Network Planning data management system provided by the present invention is described in detail above.Tool used herein Body example is set forth to the principle and embodiment of the present invention, and the explanation of above example is only intended to help and understands this hair Bright method and its core concept.It should be pointed out that for those skilled in the art, not departing from the present invention On the premise of principle, some improvement and modification can also be carried out to the present invention, these are improved and modification also falls into right of the present invention It is required that protection domain in.

Claims (8)

1. a kind of Electric Power Network Planning data management system, it is characterised in that including:
Acquisition module, is made up of multiple function detection modules including big dipper module, the electricity for gathering default monitoring management section Net Monitoring Data, and the power network monitoring data are marked using Big Dipper location data, mark power network monitoring data are drawn, The mark power network monitoring data are sent to data preparation module;
Human-computer interaction module, biological attribute data and data call instruction for obtaining user's input, by the biological characteristic Data and data call instruction are sent to central processing unit;Obtain identity information and the user input of the user The default monitoring management section Electric Power Network Planning related data, the Electric Power Network Planning related data is sent to data markers mould Block;
The data markers module, for the Electric Power Network Planning related data to be marked using the identity information, is drawn Electric Power Network Planning related data is marked, the mark Electric Power Network Planning related data is sent to the data preparation module;
The data preparation module, for marking power network monitoring data and the mark Electric Power Network Planning related data according to described, Redundant data and colliding data are searched, and removes the redundant data and the colliding data;
Data locating module, for according to preset field, extracting the mark power network monitoring data and the mark after arranging Remember the information of Electric Power Network Planning related data;Data record is formed according to described information;Similarity number strong point is found, the data are set up Record and the relation at the similarity number strong point;
Central processing unit, for the biological attribute data to be compared with the pre-stored biological attribute data, draws spy Comparison result is levied, the feature comparison result is decoded, when successfully decoded, data call instruction is sent to data Search call module;
Data retrieval calling module, for being instructed according to the data call, calls the data in the database, and will The data are sent to data type-setting module;
Data type-setting module, for the data to be carried out into typesetting according to default type-setting mode.
2. Electric Power Network Planning data management system as claimed in claim 1, it is characterised in that also include:
Forecast analysis module, for receiving the power network monitoring data that the acquisition module is sent, according to preset algorithm and The power network monitoring data carry out data prediction analysis, draw and predict the outcome.
3. Electric Power Network Planning data management system as claimed in claim 2, it is characterised in that the forecast analysis module includes:
Chart drawing unit, for according to the power network monitoring data, formation curve, the curve to include tense curve and space Effect curve;
Comparative analysis unit, for the curve and former measured curve to be analyzed into prediction, show that analysis predicts the outcome;
Scholarly forecast analytic unit, for the power network monitoring data and pre-stored electric network data to be carried out into similarity comparison, is obtained Go out comparison result;
Display unit, for showing that the analysis predicts the outcome and the comparison result.
4. Electric Power Network Planning data management system as claimed in claim 3, it is characterised in that the central processing unit includes:
Control instruction allocation unit, for receiving the control instruction that the user is inputted by the human-computer interaction module, by institute Control instruction is stated to distribute to corresponding module;
Registering unit, for obtaining the registry biometrics characteristic data that the user is inputted by the human-computer interaction module, by institute State registry biometrics characteristic data to store to the database, draw the pre-stored biological attribute data.
5. the Electric Power Network Planning data management system as described in any one of Claims 1-4, it is characterised in that the data positioning Module includes:
Graduation range computing unit, for utilizing facet technology, calculates the facet distance between different pieces of information term;
Positioning unit, for carrying out data positioning according to the graduation range.
6. Electric Power Network Planning data management system as claimed in claim 5, it is characterised in that the biological attribute data includes sound Line data, the voice print database be from the user of typing read aloud the voice of specific authentication text in the vocal print feature number that extracts Interval time data are moved according to lip.
7. Electric Power Network Planning data management system as claimed in claim 5, it is characterised in that the network planning related data is extremely Include business datum, spatial data, grid company data and programmed decision-making data less.
8. Electric Power Network Planning data management system as claimed in claim 5, it is characterised in that the data preparation module includes:
Searching unit, it is described superfluous between the mark power network monitoring data and the mark Electric Power Network Planning related data for searching Remainder evidence, and the mark power network monitoring data, the mark Electric Power Network Planning related data and the data in the database Between colliding data;
Redundant data clearing cell, for utilizing redundancy functions, removes the redundant data;
Colliding data clearing cell, for utilizing EKA algorithms and AKF algorithms, removes the colliding data.
CN201710458203.9A 2017-06-16 2017-06-16 A kind of Electric Power Network Planning data management system Pending CN107301219A (en)

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CN112178755A (en) * 2020-09-29 2021-01-05 华润电力(菏泽)有限公司 Automatic control system of heating system

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