CN110264066A - A kind of automobile industry transition and upgrade information monitoring system - Google Patents
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Abstract
The present invention provides a kind of automobile industry transition and upgrade information monitoring system, including data acquisition module, automobile information database, data processing module, evaluation module and visualization model, wherein data acquisition module for acquiring the information data of charging pile in multiple map softwares, the hydrogenation stations information data in hydrogenation stations management system, related patents information in government affairs information relevant to automobile industry transition and upgrade and patent database in government system；Automobile information database is used to store the data of acquisition module acquisition；Data processing module Extracting Information and is merged from automobile information database, and fused data are established analysis model；Evaluation module is used for all kinds of automobile industry transition and upgrade indexes of Calculation Estimation；Mode of the visualization model for figure or table is shown.The data for joining automobile by monitoring, fusion, a variety of dimensions of evaluation, a plurality of types of orthodox cars, new energy and intelligent network, guarantee the accuracy and reliability of monitoring and evaluation.
Description
Technical field
The present invention relates to information monitoring technical fields, and in particular to automobile industry transition and upgrade information monitoring system.
Background technique
In the world, the combination of automotive engineering and generation information technology is increasingly close, information-based, intelligent, net
Network has started the dramatic change of automobile and related industry in design, research and development, manufacture, management, marketing model, and automobile industry is just
Joining automobile fast transformation from orthodox car to new-energy automobile, intelligent network.
But it is existing that personal monitoring's number is relied primarily on to automobile transition and upgrade information automobile industry transition and upgrade information monitoring
According to the then screening and processing of progress data.With the mass of information processing, as the manufacture of high-performance computer is so that place
Reason massive information is getting faster, and manual identified is increasingly regarded as a cumbersome and time consuming job, it is therefore desirable to establish
One automatic monitoring, processing, the system evaluated are to replace current personal monitoring.
Summary of the invention
For the defects in the prior art, the present invention provides a kind of automobile industry transition and upgrade information monitoring system, can lead to
Cross a variety of dimensions, a plurality of types of data are monitored automatically, handled and evaluated to automobile industry transition and upgrade information.
A kind of automobile industry transition and upgrade information monitoring system provided by the invention, including at data acquisition module, data
Manage module, evaluation module and visualization model；Data acquisition module is used to acquire the Information Number of charging pile in multiple map softwares
According to the hydrogenation stations information data in, hydrogenation stations management system, the government affairs relevant to automobile industry transition and upgrade in government system
Related patents information in information and patent database；The data of acquisition are transmitted and are deposited into automobile information database by acquisition module
Storage；Data processing module Extracting Information and is merged from automobile information database, and fused data are established analysis mould
Type；The weight of data and pre-stored all types of data that evaluation module is used to obtain after being handled according to data processing module
Calculation Estimation is carried out, and is shown evaluation result in such a way that visualization model is by figure or table.
It is monitored by the data to a variety of dimensions, a plurality of types of new-energy automobiles, and is directed to different types of number
According to different weights is assigned, to improve the accuracy and reliability that automobile industry transition and upgrade is monitored and is evaluated.In addition,
It due to acquiring the other data of four types by acquisition module, and stores into automobile information database, is establishing analysis model
When directly can extract data from automobile information database, the speed and efficiency of modeling can be increased.
Further, acquisition module input urban addresses and keyword, to obtain cluster range from urban addresses, in electricity
Map image is progressively scanned in sub- map, to find the coordinate position in map image including keyword, by the coordinate position
Point is used as cluster centre point, and by coordinate storage value array, as array element；Preset the minimax of horizontal direction
Value Max X and Min X, maximin Max Y and the Min Y of vertical direction；Utilize the maximin Max X of horizontal direction
A box is drawn with maximin Max Y and the Min Y of Min X, vertical direction, box position mark is shown.
Further, acquisition unit is also used to acquire the specification information of charging pile in box position, and by box position and
The specification information of charging pile is transmitted to automobile information database.
Further, acquisition unit acquires the information in multiple map softwares, and the box position of label display is stored in
Into relevant database；Data processing module by the information extracted in multiple map softwares in an electronic map template into
Row Overlapping display.There may be differences for the data for being included by different map softwares, soft by acquiring multiple maps
Information in part, row information of going forward side by side data investigation, to improve the integrality of data.
Further, acquisition module carries out data traversal in hydrogenation stations management system and government system and crawls, with acquisition
Hydrogenation stations information and government affairs information relevant to automobile industry transition and upgrade.
Further, data processing module is from the information extracted in automobile information database in following four classification information
It is one or more, four kinds of classification informations be respectively as follows: map software acquisition information of charging pile, hydrogenation stations management system obtain
The patent information that the government affairs information and patent database that hydrogenation stations information, government system obtain obtain.
Further, data processing module first checks for the triple of information and the amplification of each element to the information of extraction
Whether Knowledge Element meets the category attribute constraint of its definition, to judge the validity and integrality of information；Then comparison information
Characteristic similarity, to carry out information fusion.
Further, evaluation module obtains each by the data collection value of two-level appraisement index divided by corresponding monitoring standard
The monitor value of two-level index；The monitor value of two-level index is weighted according to corresponding flexible strategy, obtains evaluation result.
As shown from the above technical solution, beneficial effects of the present invention:
1. it is of the invention by a kind of automobile industry transition and upgrade information monitoring system, including at data acquisition module, data
Manage module, evaluation module and visualization model；Data acquisition module is used to acquire the Information Number of charging pile in multiple map softwares
According to the hydrogenation stations information data in, hydrogenation stations management system, the government affairs relevant to automobile industry transition and upgrade in government system
Related patents information in information and patent database；The data of acquisition are transmitted and are deposited into automobile information database by acquisition module
Storage；Data processing module Extracting Information and is merged from automobile information database, and fused data are established analysis mould
Type；The weight of data and pre-stored all types of data that evaluation module is used to obtain after being handled according to data processing module
Calculation Estimation is carried out, and is shown evaluation result in such a way that visualization model is by figure or table.By to more
Kind dimension, the data of a plurality of types of new-energy automobiles are monitored, and assign different weights for different types of data,
To improve the accuracy and reliability that automobile industry transition and upgrade is monitored and is evaluated.
2. the present invention is by a kind of automobile industry transition and upgrade information monitoring system, due to acquiring four kinds by acquisition module
The data of classification, and store into automobile information database, it can be directly from automobile information number when establishing analysis model
According to data are extracted in library, the speed and efficiency of modeling can be increased.
Detailed description of the invention
It, below will be to specific in order to illustrate more clearly of the specific embodiment of the invention or technical solution in the prior art
Embodiment or attached drawing needed to be used in the description of the prior art are briefly described.In all the appended drawings, similar element
Or part is generally identified by similar appended drawing reference.In attached drawing, each element or part might not be drawn according to actual ratio.
Fig. 1 is a kind of structural block diagram of automobile industry transition and upgrade information monitoring system of the present invention.
Specific embodiment
It is described in detail below in conjunction with embodiment of the attached drawing to technical solution of the present invention.Following embodiment is only used for
Clearly illustrate technical solution of the present invention, therefore be only used as example, and cannot be used as a limitation and limit protection model of the invention
It encloses.
It should be noted that unless otherwise indicated, technical term or scientific term used in this application should be this hair
The ordinary meaning that bright one of ordinary skill in the art are understood.
Embodiment 1
As shown in Figure 1, a kind of automobile industry transition and upgrade information monitoring system provided in this embodiment, including data acquisition
Module, data processing module, evaluation module and visualization model；New energy in the present embodiment is electric energy and Hydrogen Energy.
Data acquisition module is for acquiring the information data of charging pile in multiple map softwares, in hydrogenation stations management system
Related in government affairs information relevant to automobile industry transition and upgrade and patent database in hydrogenation stations information data, government system
Patent information；
The information data of charging pile includes the location information of charging pile and the specification information of charging pile, charging pile specification information
Including quantity, port model and power；Hydrogenation stations information includes the quantity of hydrogenation stations and the memory capacity of hydrogenation stations；Automobile industry
The relevant government affairs information of transition and upgrade includes new-energy automobile Innovation Main Body, new-energy automobile sales volume, new-energy automobile and biography
System sale of automobile amount ratio, new-energy automobile sales volume average growth rate, new-energy automobile R&D put into intensity；Related patents letter
Breath includes new-energy automobile patent inventor quantity, new-energy automobile patent application total amount, new-energy automobile application for a patent for invention
Amount, new-energy automobile amount of the application for patent growth rate, orthodox car and new-energy automobile amount of the application for patent ratio, intelligent network join automotive
Sharp total amount, intelligent network connection automobile application for a patent for invention amount, intelligent network connection automobile amount of the application for patent growth rate and orthodox car
Join automobile amount of the application for patent ratio with intelligent network.
The data of acquisition are transmitted and are stored into automobile information database by acquisition module；Data collecting module collected map
The business datum of middle charging pile is specific are as follows: urban addresses and keyword is inputted by acquisition module, to obtain from urban addresses
To cluster range, map image is progressively scanned, in electronic map to find the coordinate bit in map image including keyword
It sets, using the coordinate position point as cluster centre point, and by coordinate storage value array, as array element；Preset water
Square to maximin Max X and Min X, maximin Max Y and the Min Y of vertical direction；Utilize horizontal direction
Maximin Max X and Min X, vertical direction maximin Max Y and Min Y draw a box, by box
Position mark is shown.
In the present embodiment, from urban addresses available cluster body of a map or chart, it is assumed that have in the body of a map or chart
10 location points comprising keyword: x1, x2 ... x9, x10.Enabling any point x1 is the first cluster centre, utilizes horizontal direction
Maximin Max X and Min X, vertical direction maximin Max Y and Min Y draw the first cluster centre point
One box, then indicia framing selects the 1st information of charging pile point in the city scope.And so on, frame is selected remaining 9 and is filled
Electric stake information point.
Acquisition unit is also used to acquire the specification information of charging pile in box position, and by the rule of box position and charging pile
Lattice information package is sent to automobile information database.
Acquisition unit acquires the information in multiple map softwares, and the box position of label display is deposited into relationship type number
According in library；The information extracted in multiple map softwares is overlapped aobvious by data processing module in an electronic map template
Show.
Acquisition module carries out data traversal in hydrogenation stations management system and government system and crawls, to acquire hydrogenation stations information
With government affairs information relevant to automobile industry transition and upgrade.
The information that data processing module is extracted from automobile information database includes four kinds of classifications, is respectively as follows: map software
The government affairs information and patent of hydrogenation stations information, government system acquisition that information of charging pile, the hydrogenation stations management system of acquisition obtain
The patent information that database obtains.Since data source itself is possible to and imperfect, there is also not for the data collected
Complete or invalid Knowledge Element.It is different additionally, due to the channel of different types of acquisition of information, meeting is defined to the information of data
It has differences, it is therefore desirable to which the similar information of feature is merged.
Data processing module first checks for the triple of information of acquisition and whether the amplification Knowledge Element of each element meets
Its category attribute defined constraint, to judge the validity and integrality of information.The triple of information is entity, the attribute of information
And value；The category attribute of definition is pre-set multiple attribute sets.If the triple or amplification Knowledge Element of the information of acquisition
It is unsatisfactory for the category attribute constraint of its definition, then processing is abandoned to the data；If meeting the triple of the information of acquisition or drawing
Shen Knowledge Element meets the category attribute constraint of its definition, then enters the characteristic similarity of next step comparison information, to carry out information
Fusion.
The characteristic similarity of comparison information specifically: one similarity model of setting, shown in following formula:
In above-mentioned formula, a is reference object, and b is comparison other, and A, B are object a, the characteristic set of b, and f (A-B) is
Belong to A in the characteristic set A, B of object a, b, and belongs to the number of B.F (A-B) is for belonging to set A and being not belonging to set B
Number；F (B-A) is to belong to the number that set B is not belonging to set A.A, β are to compare the target attention rate different with target is compareed.If
Critical value is u, 0 < u < 1；As Sim (a, b) > u, show that a possibility that two Knowledge Elements are the same objective information is compared
It greatly, then is the higher information of similarity.The judgement that characteristic similarity can be then carried out by above-mentioned formula, by the higher letter of similarity
Breath is merged, and fused data are established analysis model.
Evaluation module is used for the data and pre-stored all types of data obtained after handling according to data processing module
Weight carry out Calculation Estimation, and evaluation result is shown in such a way that visualization model is by figure or table.It comments
Valence module Calculation Estimation method particularly includes: by the data collection value of two-level appraisement index divided by corresponding monitoring standard, obtain
The monitor value of each two-level index；The monitor value of two-level index is weighted according to corresponding flexible strategy, obtains evaluation result.
In the present embodiment by taking Chongqing City as an example, the weight and monitoring standard of evaluation index are pre-entered, level-one is evaluated
Target setting is basic facility, market manifestation and technological innovation.Two-level index under level-one evaluation index is as shown in the table:
By the data collection value of each two-level appraisement index divided by corresponding monitoring standard, the monitoring of each two-level index is obtained
Value, i.e. index, calculation method are as follows:
The x in formula (1)ijkFor the collection value of k-th of index under i-th of first class index, under j-th of two-level index；
x…kFor k-th of sub- corresponding monitoring standard of index；Work as dijkWhen >=100, taking 100 is its upper limit value.
The evaluation of estimate (second level index) of two-level appraisement index is formed by the monitor value weighted comprehensive of each two-level index, it may be assumed that
W in formula (2)ijkFor each corresponding flexible strategy of two-level index monitor value；njFor sub- index under j-th of two-level index
Number.
Technological innovation, infrastructure, market manifestation first class index evaluation of estimate (monoexponential) are added by two-level index monitor value
Power synthesis forms, it may be assumed that
W in formula (3)ijFor each corresponding flexible strategy of two-level index monitor value；niThe second level divided into for i-th of first class index refers to
Mark number.
Automobile industry transition and upgrade general comment value (combined index) is formed by first class index weighted comprehensive, i.e.,.
W in formula (4)iFor each corresponding flexible strategy of first class index monitor value；N is first class index number.
Embodiment 2
Level-one evaluation index and two-level appraisement index be not limited to the above embodiments disclosed in each coefficient.As level-one is evaluated
Index may be arranged as investment ability, development support and output capacity.Two-level index under level-one evaluation index investment ability
It may be configured as patent inventor's quantity, core patent inventor quantity, patented invention number accounting, new-energy automobile R&D investment
Funds expenditure is transformed in intensity, new-energy automobile R&D investment annual growth, automotive engineering；Under the development support of level-one evaluation index
Two-level index may be configured as hydrogenation stations quantity, charging pile quantity；Two-level index under level-one evaluation index output capacity is settable
For new-energy automobile amount of the application for patent, new energy vapour license accounting, new-energy automobile application for a patent for invention amount, new energy vapour
Vehicle invention patent mandate accounting, new-energy automobile sale accounting, intelligent network connection automobile amount of the application for patent, intelligent network join automobile patent
Accounting, intelligent network connection automobile application for a patent for invention amount, intelligent network is authorized to join automobile invention patent mandate accounting.Evaluate calculation method
It is identical as 1 the method for embodiment.
Finally, it should be noted that the above embodiments are only used to illustrate the technical solution of the present invention., rather than its limitations；To the greatest extent
Pipe present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that: its according to
So be possible to modify the technical solutions described in the foregoing embodiments, or to some or all of the technical features into
Row equivalent replacement；And these are modified or replaceed, various embodiments of the present invention technology that it does not separate the essence of the corresponding technical solution
The range of scheme should all cover within the scope of the claims and the description of the invention.
Claims (8)
1. a kind of automobile industry transition and upgrade information monitoring system, it is characterised in that: including data acquisition module, data processing mould
Block, evaluation module and visualization model；
The data acquisition module is for acquiring the information data of charging pile in multiple map softwares, in hydrogenation stations management system
Related in government affairs information relevant to automobile industry transition and upgrade and patent database in hydrogenation stations information data, government system
Patent information；
The data of acquisition are transmitted and are stored into automobile information database by the acquisition module；
The data processing module Extracting Information and is merged from automobile information database, and fused data are established point
Analyse model；
The evaluation module is used to carry out Calculation Estimation according to the weight of analysis model and pre-stored all types of data, and
Evaluation result is shown in such a way that visualization model is by figure or table.
2. a kind of automobile industry transition and upgrade information monitoring system according to claim 1, it is characterised in that: the acquisition
Module inputs urban addresses and keyword, and to obtain cluster range from urban addresses, map is progressively scanned in electronic map
Image, to find the coordinate position in map image including keyword, using the coordinate position point as cluster centre point, and will
In coordinate storage value array, as array element；Preset maximin Max X and the Min X of horizontal direction, Vertical Square
To maximin Max Y and Min Y；Most using maximin the Max X and Min X of horizontal direction, vertical direction
Big minimum M ax Y and Min Y draws a box, and box position mark is shown.
3. a kind of automobile industry transition and upgrade information monitoring system according to claim 2, it is characterised in that: the acquisition
Unit is also used to acquire the specification information of charging pile in box position, and the specification information of box position and charging pile is packaged and is sent out
It send to automobile information database.
4. a kind of automobile industry transition and upgrade information monitoring system according to claim 3, it is characterised in that: the acquisition
Unit acquires the information in multiple map softwares, and the box position of label display is deposited into relevant database；It is described
The information extracted in multiple map softwares is overlapped display in an electronic map template by data processing module.
5. a kind of automobile industry transition and upgrade information monitoring system according to claim 1, it is characterised in that: the acquisition
Module carries out data traversal in hydrogenation stations management system and government system and crawls, to acquire hydrogenation stations information and and automobile industry
The relevant government affairs information of transition and upgrade.
6. a kind of automobile industry transition and upgrade information monitoring system according to claim 1, it is characterised in that: the data
Processing module from the information extracted in automobile information database be following four classification information in it is one or more, described four kinds
Classification information is respectively as follows: the information of charging pile of map software acquisition, the hydrogenation stations information that hydrogenation stations management system obtains, government affairs system
The patent information that the government affairs information obtained of uniting and patent database obtain.
7. a kind of automobile industry transition and upgrade information monitoring system according to claim 6, it is characterised in that: the data
Processing module first checks for the triple of information to the information of extraction and whether the amplification Knowledge Element of each element meets its definition
Category attribute constraint, to judge the validity and integrality of information；Then the characteristic similarity of comparison information, to carry out information
Fusion.
8. a kind of automobile industry transition and upgrade information monitoring system according to claim 7, it is characterised in that: the evaluation
The data collection value of two-level appraisement index divided by corresponding monitoring standard, is obtained the monitor value of each two-level index by module；By two
The monitor value of grade index is weighted according to corresponding flexible strategy, obtains evaluation result.
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| CN110927486A (en) * | 2019-11-19 | 2020-03-27 | 国网智能科技股份有限公司 | Electric automobile wireless charging interoperability test system and method thereof |
| CN113408843A (en) * | 2021-05-06 | 2021-09-17 | 华电电力科学研究院有限公司 | Energy enterprise digital transformation management method |
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| CN103106788A (en) * | 2013-01-09 | 2013-05-15 | 众联智领科技(北京)有限公司 | Road condition collecting and service system and method |
| CN105676843A (en) * | 2016-04-13 | 2016-06-15 | 中国汽车技术研究中心 | New energy automobile benchmarking analysis and evaluation system and method thereof |
| CN108932255A (en) * | 2017-05-25 | 2018-12-04 | 北京万集科技股份有限公司 | A kind of vehicle integration capability analysis method and device |
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