CN108460816A - A kind of interactive intelligent generation system of intelligent grid communication planning design report - Google Patents
A kind of interactive intelligent generation system of intelligent grid communication planning design report Download PDFInfo
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- CN108460816A CN108460816A CN201710115060.1A CN201710115060A CN108460816A CN 108460816 A CN108460816 A CN 108460816A CN 201710115060 A CN201710115060 A CN 201710115060A CN 108460816 A CN108460816 A CN 108460816A
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- 238000004891 communication Methods 0.000 title claims abstract description 32
- 238000000034 method Methods 0.000 claims abstract description 20
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- 238000012545 processing Methods 0.000 claims abstract description 14
- 238000013507 mapping Methods 0.000 claims abstract description 10
- 238000004364 calculation method Methods 0.000 claims abstract description 3
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- 230000015572 biosynthetic process Effects 0.000 claims description 8
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T11/00—2D [Two Dimensional] image generation
- G06T11/60—Editing figures and text; Combining figures or text
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
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Abstract
The present invention provides a kind of interactive intelligent generation system of intelligent grid communication planning design report, including hardware system and software systems, and the two cooperates completes the function of this system jointly.Hardware system includes scanner, high-performance computer, image and document data server, realizes calculation process and the control of system.Software systems include planning and designing report template, design drawing image processing module, electronic edition design data intelligence mapping block, planning and designing report automatically-generating module.By the interactive operation process of designer, planning and designing report is automatically generated.The invention has the advantages that:System can improve design efficiency and quality, reduction design cost etc., have extensive use.
Description
Technical field
The present invention relates to a kind of expert system and artificial intelligence technology, more particularly to a kind of intelligent grid communication planning design
The interactive intelligent of report generates system.
Background technology
The planning and designing of intelligent grid communication system are reported, are that intelligent grid communication system engineering construction carries out in short term in
Long-range developmental program and the important evidence of engineering construction construction.Currently, the design report that Communication System Design company provides,
Mainly it is designed using manual mode.For the design requirement of concrete engineering, planning and designing personnel set according to previous engineering
Meter experience and design style, by consulting relevant project planning cases of design data and relevant design standard and specification,
Primarily determine planning and design scheme and report integral frame structure.Then, on this basis, setting in detail by each section
Meter forms planning and designing report.The formation mode of this planning and designing report, is primarily present following shortcoming:(1) design week
Phase length, inefficiency.This mode relies primarily on the existing experience in design of designer, needs to consult a large amount of relevant designs
Data, and carry out demonstration modification repeatedly.Most of design work relies on manual mode, time-consuming and laborious;(2) matter is reported in planning and designing
It measures irregular, lacks unified design standard and design style, report rework rate is higher.Due to itself work of part designer
The limitation of journey design experiences, the design report of formation often inadequate specification, be susceptible to report is imperfect, part design content not
Phenomena such as being applicable in;(3) existing planning and designing data cannot fully be excavated and utilize with case.For concrete engineering, often
In the presence of the data and case for largely having reference value.Under engineer's pattern, automatically processed due to lacking efficient computer
With digging technology means, these references are often difficult to be utilized effectively.Currently, having not been used in intelligent grid in the market
The intelligent generating system and device of communication system planning and designing report.Communication System Design company there is an urgent need to one kind can be effective
Improve the computer automated processing system of design report formation efficiency and quality.
Invention content
It is an object of the invention to overcome the shortcomings of traditional planning design report formation mode, it is logical to provide a kind of intelligent grid
Believe that the interactive intelligent of planning and designing report generates system, is reported according to the planning and designing that senior planning and designing expertise is established
Template, Specification Design reporting standards and style improve report quality;Pass through Import computer automatic data processing and Mining Technology
Art improves the design efficiency of design report;Finally, by the interactive operation process of designer, rule quickly, quick are realized
Draw design report formation mode.
In order to achieve the above-mentioned object of the invention, the invention is realized in this way:A kind of intelligent grid communication planning design report
Interactive intelligent generate system, including hardware system and software systems, the two cooperates the common function of completing this system;
The hardware system includes scanner, high-performance computer, image and document data server, can realize the operation of this system
Processing and control, and by user's interactive operation process, automatically generate planning and designing report;The software systems include rule
Delineate meter report template, the processing module of design drawing image, the intelligent mapping block of electronic edition design data, planning and designing report
The automatically-generating module of announcement.
The system acquires the design drawing image of papery version using scanner, and provides the upload of electronic edition design data
Interface;The planning and designing report template for the unified standard that the system is established according to senior planning and designing expertise, and according to
The needs of concrete engineering planning and designing report, it is reserved to be inserted into content interface;It is real by the interactive operation process of designer
Formation mode is reported in now quick, quick planning and designing, to automatically generate the planning and designing report of communication system.
The interactive intelligent of the intelligent grid communication planning design report generates the planning and designing report template of system, by
Senior planning and designing expert designs according to domain knowledge and design specification, and the need reported according to concrete engineering planning and designing
It wants, it is reserved to be inserted into content interface;The wherein described intercalation model for being inserted into content interface and supporting 3 type design datas,
Including design drawing image, electronic edition design data, other design contents being inserted into.
The interactive intelligent of the intelligent grid communication planning design report generates the processing of the design drawing image of system
After module is used to receive the scan image of the papery design drawing of the hardware system acquisition, pass through human-computer interaction circle of offer
It realizes that the manual piecemeal of picture material is divided using mouse control, and establishes the keyword mark of image block content in face;It is crucial
Word mark is provided in planning and designing report template, and according to keyword the content of matched design drawing image is inserted into interface.
The concrete operation step of the processing module of the design drawing image is as follows:According in planning and designing report template
The keyword of content interface offer is provided, keyword character string is carried out in the keyword annotation results of image block content
Match;Respective image piecemeal is inserted into design report according to matching result, the string matching measurement of the keyword uses
Editing distance.
The interactive intelligent of the intelligent grid communication planning design report generates the intelligence of the electronic edition design data of system
Energy mapping block is used for the typical description text for being inserted into content interface and being provided according to planning and designing report template, is inputting
Electronic edition design data in search the document content of best match, and map that in design report;Wherein, the electronics
Version design data mainly includes the document of two kinds of formats of WORD and PDF.
The concrete operation step of the intelligent mapping block of the electronic edition design data is as follows:
The feature vector of the typical description text of step (a) extraction, detailed process are:Each word in the typical description text of statistics
The number reappeared is accorded with, and by sorting from big to small;Then, character number of recurrences is normalized, i.e., respectively divided by typical case retouches
The character sum for stating text, obtains character recurrent frequency;The maximum character recurrent frequency of top n is finally taken, the spy of text is formed
Sign vector, wherein the dimension N of the feature vector is determined by experiment;
Step (b) is mapped to regular design report by electronic edition design data is inputted, and detailed process is:Electronic edition will be inputted
Design data extracts the feature vector of each unit respectively using paragraph as basic unit;Then, the spy of each unit is calculated separately
Euclidean distance between sign vector and the feature vector of typical description text;It is most finally to take the corresponding unit of minimum Eustachian distance
Good matching unit;The characteristic vector pickup process of each unit is:According to the maximum top n of recurrent frequency in step (a)
Character calculates separately its recurrent frequency in the unit, obtains N-dimensional feature vector.
The interactive intelligent of the intelligent grid communication planning design report generates the automatic of the planning and designing report of system
The concrete operation step of generation module is as follows:It is needed that corresponding planning and designing is selected to report mould according to engineering design by user first
Then plate is inserted into content interface according in planning and designing report template, for needing to be inserted into papery version design drawing content
The case where, then call the processing module of the design drawing image of the software systems;For needing to be inserted into electronic edition design data
The case where content, then calls the intelligent mapping block of the software systems electronic edition design data;Other needs are inserted into
Design content is then manually entered relevant design content by designer according to concrete engineering and relevant design specification, finally certainly
It is dynamic to generate planning and designing report.
Compared with prior art, the present invention has the advantage that:
(1) planning and designing efficiency is improved.The application of this system can shorten the formation time of planning and designing report, realize
Agility response user demand, raises labour productivity.
(2) planning and designing quality is promoted.The application of this system can enhance the science and specification of planning and designing report
Property, ensure designing quality.
(4) planning and designing cost is reduced.The application of this intelligence platform can save human cost, reduce time cost,
Improve enterprise profit.
Description of the drawings
Fig. 1 is that the interactive intelligent of the intelligent grid communication planning design report of the present invention generates the hardware system knot of system
Structure schematic diagram.
Fig. 2 is the schematic diagram of the planning and designing report template of the present invention.
Fig. 3 is that the interactive intelligent of the intelligent grid communication planning design report of the present invention generates at the software systems of system
Manage process flow diagram flow chart.
Specific implementation mode
Present invention will now be described in further detail with reference to the embodiments and the accompanying drawings, but embodiments of the present invention are unlimited
In this.
Attached drawing 1 is that the interactive intelligent of the intelligent grid communication planning design report of the present invention generates the hardware system of system
Structural schematic diagram.As seen from Figure 1, hardware system of the invention includes scanner, high-performance computer, image and document data service
Device etc..Scanner in the hardware system, realizes the Image Acquisition of papery version design drawing, and image is stored in figure
In picture and document data server.High-performance computer in the hardware system, is equipped with the software systems of this system, is responsible for this
The calculation process of system and control, and according to user's interactive operation as a result, automatically generating planning and designing report.The hardware system
Image in system and document data server, receive the design drawing image of scanner acquisition, and need to be stored in database
In design documentation data, and provide the image of high-performance computer and the access service of data.
Attached drawing 2 is the schematic diagram of the planning and designing report template of the present invention, and it is in report template that wherein grey, which highlights content,
Be inserted into content option.
Attached drawing 3 is that the interactive intelligent of the intelligent grid communication planning design report of the present invention generates the software systems of system
Process flowchart.As seen from Figure 3, the process flow of system is:
According to concrete engineering planning and designing needs, corresponding engineering type is selected, and selects to be applicable in from corresponding engineering type
Planning and designing report template.Report template is designed by senior planning and designing expert according to domain knowledge and design specification,
And the needs reported according to concrete engineering planning and designing, it is reserved to be inserted into content interface.It is inserted into content interface and supports 3 types
The intercalation model of design data, including design drawing image, electronic edition design data, other design contents being inserted into.
It is design drawing image to be inserted into content, then is handled by the processing module of design drawing image.The module
The scan image for receiving the papery version design drawing of hardware system acquisition passes through mouse control by the human-computer interaction interface of offer
System realizes the manual piecemeal segmentation of picture material, and establishes the keyword mark of image block content.Keyword mark provides rule
It delineates in meter report template, according to keyword the content of matched design drawing image is inserted into interface.Concrete operation step is:According to
The keyword of content interface offer is inserted into planning and designing report template, in the keyword annotation results of image block content
Carry out keyword string matching.Respective image piecemeal is inserted into design report according to matching result.Here keyword
String matching measurement uses editing distance (Edit Distance).
It is electronic edition design data to be inserted into content, then is carried out by the intelligent mapping block of electronic edition design data
Reason.The typical description text that the module is provided according to content interface is inserted into report template, is designed in the electronic edition of input
The document content of best match is searched in data, and is mapped that in design report.Concrete operation step is as follows:
The feature vector of the typical description text of step (a) extraction.Detailed process is:Each word in the typical description text of statistics
The number reappeared is accorded with, and by sorting from big to small;Then, character number of recurrences is normalized, i.e., respectively divided by typical case retouches
The character sum for stating text, obtains character recurrent frequency;The maximum character recurrent frequency of top n is finally taken, the spy of text is formed
Sign vector.Here the dimension N of feature vector is determined by experiment.
Step (b) is mapped to regular design report by electronic edition design data is inputted.Detailed process is:Electronic edition will be inputted
Design data extracts the feature vector of each unit respectively using paragraph as basic unit;Then, the spy of each unit is calculated separately
Euclidean distance between sign vector and the feature vector of typical description text;It is most finally to take the corresponding unit of minimum Eustachian distance
Good matching unit.Here the characteristic vector pickup process of each unit is:According to recurrent frequency in operating procedure (a) it is maximum before
N number of character calculates separately its recurrent frequency in the unit, obtains N-dimensional feature vector.
It is other design contents to be inserted into content, then is manually entered by designer.
It is inserted into after the completion of contents processing, is then handled by report automatically-generating module.The module is selected according to user
Planning and designing report template, and the design content of 3 types that is inserted into automatically generates planning and designing report.
The above embodiment is a preferred embodiment of the present invention, but embodiments of the present invention are not by above-described embodiment
Limitation, it is other it is any without departing from the spirit and principles of the present invention made by changes, modifications, substitutions, combinations, simplifications,
Equivalent substitute mode is should be, is included within the scope of the present invention.
Claims (8)
1. a kind of interactive intelligent of intelligent grid communication planning design report generates system, including hardware system and software system
System, the two cooperates completes the function of this system jointly, it is characterised in that:The hardware system includes scanner, Gao Xing
Energy computer, image and document data server, can realize the calculation process and control of this system, and grasp by user's interactive mode
Make process, automatically generates planning and designing report;The software systems include planning and designing report template, design drawing image
The automatically-generating module that processing module, the intelligent mapping block of electronic edition design data, planning and designing are reported.
2. a kind of interactive intelligent of intelligent grid communication planning design report according to claim 1 generates system,
It is characterized in that:The system acquires the design drawing image of papery version using scanner, and provides the upper of electronic edition design data
Pass interface;The planning and designing report template for the unified standard that the system is established according to senior planning and designing expertise, and root
It is reserved to be inserted into content interface according to the needs that concrete engineering planning and designing are reported;By the interactive operation process of designer,
Realize that formation mode is reported in quick, quick planning and designing, to automatically generate the planning and designing report of communication system.
3. a kind of interactive intelligent of intelligent grid communication planning design report according to claim 2 generates system,
It is characterized in that:The interactive intelligent of the intelligent grid communication planning design report generates the planning and designing report template of system,
It is designed according to domain knowledge and design specification by senior planning and designing expert, and according to concrete engineering planning and designing report
It needs, it is reserved to be inserted into content interface;The wherein described insertion mould for being inserted into content interface and supporting 3 type design datas
Formula, including design drawing image, electronic edition design data, other design contents being inserted into.
4. a kind of interactive intelligent of intelligent grid communication planning design report according to claim 1 generates system,
It is characterized in that:The interactive intelligent of the intelligent grid communication planning design report generates the processing of the design drawing image of system
After module is used to receive the scan image of the papery design drawing of the hardware system acquisition, pass through human-computer interaction circle of offer
It realizes that the manual piecemeal of picture material is divided using mouse control, and establishes the keyword mark of image block content in face;It is crucial
Word mark is provided in planning and designing report template, and according to keyword the content of matched design drawing image is inserted into interface.
5. a kind of interactive intelligent of intelligent grid communication planning design report according to claim 4 generates system,
It is characterized in that:The concrete operation step of the processing module of the design drawing image is as follows:According to planning and designing report template
In be inserted into content interface offer keyword, in the keyword annotation results of image block content carry out keyword character string
Matching;Respective image piecemeal is inserted into design report according to matching result, the string matching measurement of the keyword is adopted
Use editing distance.
6. a kind of interactive intelligent of intelligent grid communication planning design report according to claim 1 generates system,
It is characterized in that:The interactive intelligent of the intelligent grid communication planning design report generates the intelligence of the electronic edition design data of system
Energy mapping block is used for the typical description text for being inserted into content interface and being provided according to planning and designing report template, is inputting
Electronic edition design data in search the document content of best match, and map that in design report;Wherein, the electronics
Version design data mainly includes the document of two kinds of formats of WORD and PDF.
7. a kind of interactive intelligent of intelligent grid communication planning design report according to claim 6 generates system,
It is characterized in that:The concrete operation step of the intelligent mapping block of the electronic edition design data is as follows:
The feature vector of the typical description text of step (a) extraction, detailed process are:Each character weight in the typical description text of statistics
Existing number, and by sorting from big to small;Then, character number of recurrences is normalized, that is, distinguishes divided by typical description is literary
This character sum, obtains character recurrent frequency;Finally take the maximum character recurrent frequency of top n, form the feature of text to
Amount, wherein the dimension N of the feature vector is determined by experiment;
Step (b) is mapped to regular design report by electronic edition design data is inputted, and detailed process is:It will input electronic edition design
Data extracts the feature vector of each unit respectively using paragraph as basic unit;Then, calculate separately the feature of each unit to
Euclidean distance between amount and the feature vector of typical description text;It is best finally to take the corresponding unit of minimum Eustachian distance
With unit;The characteristic vector pickup process of each unit is:According to the maximum top n character of recurrent frequency in step (a),
Its recurrent frequency in the unit is calculated separately, N-dimensional feature vector is obtained.
8. a kind of interactive intelligent of intelligent grid communication planning design report according to claim 1 generates system,
It is characterized in that:The interactive intelligent of the intelligent grid communication planning design report generates the automatic of the planning and designing report of system
The concrete operation step of generation module is as follows:It is needed that corresponding planning and designing is selected to report mould according to engineering design by user first
Then plate is inserted into content interface according in planning and designing report template, for needing to be inserted into papery version design drawing content
The case where, then call the processing module of the design drawing image of the software systems;For needing to be inserted into electronic edition design data
The case where content, then calls the intelligent mapping block of the software systems electronic edition design data;Other needs are inserted into
Design content is then manually entered relevant design content by designer according to concrete engineering and relevant design specification, finally certainly
It is dynamic to generate planning and designing report.
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Cited By (1)
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