JP2022100036A - Integration assisting system, integration assisting method, storage medium, and integration assisting program - Google Patents

Abstract

To provide an integration assisting system, an integration assisting method, a storage medium, and an integration assisting program.SOLUTION: An integration assisting system includes: a storage unit that has stored therein a graphic construction link table containing graphic elements and construction identification information associated with the graphic elements; an acquisition unit that acquires drawing information containing graphic elements; an analysis extraction unit that analyzes the acquired drawing information and extracts the graphic elements containing closed regions; and a generation unit that generates construction identification information corresponding to each of the graphic elements by referencing the graphic construction link table on the basis of the extracted graphic elements (such as shape, position, coordinates, arrangement in the entire drawing, and the graphic of interest in structures and positions of other elements).SELECTED DRAWING: Figure 1

Description

The present invention relates to an integration support system, an integration support method, a storage medium, and an integration support program, and more particularly to an integration support system using CAD information and drawing information, an integration support method, a storage medium, and an integration support program. Is.

As an ordering system for public works, an estimation system has been constructed to realize ordering at an appropriate and fair unit price. This is a system that stipulates the types and standards of construction, the types and standards of materials, the types and standards of construction machines in detail, systematically and step by step, and the labor costs and costs of those, and the scale of construction. Once the construction specifications such as the type and type are decided, a reasonable and appropriate amount of money will be calculated to some extent. By using such an estimation system, public works can be bid at an appropriate price. In the past, calculations using such an integration system were carried out by manual calculation or spreadsheet software, but with the spread of PCs, integration systems incorporating the integration system have been developed and become widespread. Civil engineering contractors use the estimation system to calculate an appropriate price for construction and bid.

For example, a conventional integration system (see Patent Document 1) provides a construction integration device that makes it very easy to select a unit price when the unit price is selected in descending order of priority. .. This integration system (construction integration device) has a unit price storage means that stores unit price data including construction element specific information and unit price for each construction element for each unit price type, and unit price data of different unit price types for the corresponding construction elements. It is selected as a unit price link storage means that stores the correspondence between each other and a unit price display means that extracts and displays the construction element specific information and the unit price corresponding to the extraction target specific information from the unit price data of the specified unit price type. It has a price calculation means for calculating the price based on the unit price and the input quantity, and the unit price display means has a unit price according to the extraction target specific information in the unit price data of the specified unit price type. For construction elements that do not, search for the unit price data of the unit price type with lower priority and the unit price according to the specific information to be extracted has the highest priority, and extract the unit price. It is the one to be displayed.

Japanese Unexamined Patent Publication No. 2011-227754

In this conventional integration system, once the construction element is selected by the user, the candidate unit price is displayed to facilitate the unit price selection, and the user's selection operation is supported. However, although this conventional system can support such unit price selection, it cannot automatically select the first construction element. That is, the problem of the integration system is the automation of the selection of construction elements, but such a system has not been proposed or developed. On the other hand, in civil engineering work, CAD systems have become widespread, and although there are CAD objects and graphic elements that have important data for construction elements, techniques for utilizing these in the integration system have not been developed.

Therefore, an object of the present invention is to provide an integration support system, an integration support method, a storage medium, and an integration support program that acquire information on a CAD system or drawings and generate construction identification information based on the information. ..

In order to solve the above-mentioned problems, the integration support system (device) according to the first invention is
A storage unit that stores a graphic element and a graphic construction link table including the construction identification information associated with the graphic element.
An acquisition unit that acquires drawing information including graphic elements,
An analysis / extraction unit that analyzes the acquired drawing information and extracts graphic elements including closed areas.
Based on the extracted graphic elements (shape, position, coordinates, arrangement in the entire drawing, the graphic in the composition / position of other elements, etc.), the construction identification information corresponding to the graphic element is referred to with reference to the graphic construction link table. And the generator that generates
Have.

Further, the integration support system (device) according to the second invention is
The construction identification information included in the graphic construction link table is
It is associated with a graphic element in a plan view and a graphic element contained in a perspective view, a sectional view or an elevation view, and is associated with the graphic element.
The drawing information is
Includes plan drawing information and perspective, section or elevation drawing information.
The analysis extraction unit
The acquired plan view drawing information is analyzed, the graphic element including the closed area is extracted, and the acquired perspective view, sectional view or elevation drawing information is analyzed, and the graphic element including the closed area is extracted. ,
The generator
Based on the graphic element extracted from the drawing information of the plan view and the graphic element extracted from the drawing information of the perspective view, the sectional view or the elevation view, the graphic element corresponds to the graphic element with reference to the graphic construction link table. Generate construction identification information,
It is characterized by that.

Further, the integration support system (device) according to the third invention is
The storage unit
Instead of storing the graphic construction link table containing the graphic element and the construction identification information associated with the graphic element,
A graphic construction link table containing graphic elements and / or ancillary information related to the graphic element and construction identification information associated with the auxiliary information and / or the graphic element is stored.
The acquisition unit
Further acquire a document file (word, etc.), a spreadsheet file (Excel, etc.), a PDF file, a CAD file, or a CAD-related file associated with the drawing information.
The analysis extraction unit
Attached information related to the extracted graphic elements is further extracted from a separate file (word, etc.), a spreadsheet file (Excel, etc.), a PDF file, a CAD file, or a CAD-related file.
The generator
Based on the extracted auxiliary information and the graphic information, the graphic construction link table is referred to to generate construction identification information corresponding to the graphic element and / or the auxiliary information.
It is characterized by that.

Further, the integration support system (device) according to the fourth invention is
The analysis extraction unit
Further extract the scale information and the size of the graphic element including the closed area,
The generator
Based on the scale information and the size, the construction quantity of the construction corresponding to the construction identification information is further generated.
An integration support system characterized by this.

Further, the integration support system (device) according to the fifth invention is
Memory and
As teacher data, an AI engine that trains a pair of graphic elements included in drawing information and construction identification information corresponding to the graphic elements, and
A large amount of drawing information including graphic elements and construction identification information corresponding to the drawing information are used as a graphic construction link table including graphic elements and construction identification information associated with the graphic elements using the AI engine. The AI storage processing unit to be stored in the storage unit and
An acquisition unit that acquires drawing information including graphic elements,
Using the AI engine, an AI analysis extraction unit that analyzes the acquired drawing information and extracts graphic elements including a closed region, and
Based on the extracted graphic elements, the generation unit that generates construction identification information corresponding to the graphic elements with reference to the graphic construction link table, and
Have.

Further, the integration support system (device) according to the sixth invention is
A storage unit that stores a graphic construction link table including at least one of graphic elements, symbols, and character information, and construction identification information associated with the graphic element, the symbol, and at least one of the character information.
An acquisition unit that acquires drawing information including at least one of graphic elements, symbols, and character information, and
An analysis / extraction unit that analyzes the acquired drawing information and extracts graphic elements, symbols, or character information including closed areas.
Based on at least one of the extracted graphic elements, symbols, and character information, the graphic construction link table is referred to to generate construction identification information corresponding to at least one of the graphic elements, symbols, and character information. Department and
Have.

Further, the integration support system (device) according to the seventh invention is
The storage unit
Instead of storing the graphic construction link table containing the graphic element and the construction identification information associated with the graphic element,
A graphic construction link table containing ancillary information and / or graphic elements and construction identification information associated with the ancillary information and / or graphic elements is stored.
The acquisition unit
Further acquire a document file (word, etc.), a spreadsheet file (Excel, etc.), a PDF file, a CAD file, or a CAD-related file associated with the drawing information.
The analysis extraction unit
Attached information related to the extracted graphic elements is further extracted from a separate file (word, etc.), a spreadsheet file (Excel, etc.), a PDF file, a CAD file, or a CAD-related file.
The generator
Based on the extracted auxiliary information and the graphic information, the graphic construction link table is referred to to generate construction identification information corresponding to the graphic element and / or the auxiliary information.
It is characterized by that.

Further, the integration support system (device) according to the eighth invention is
The analysis extraction unit
Further extract the scale information and the size of the graphic element including the closed area,
The generator
Based on the scale information and the size, the construction quantity of the construction corresponding to the construction identification information is further generated.
It is characterized by that.

Further, the integration support system (device) according to the ninth invention is
Memory and
As teacher data, an AI engine that trains a pair of graphic elements, symbols, and character information included in drawing information and construction identification information corresponding to the graphic elements, the symbols, and the character information, and
A large amount of drawing information including graphic elements, symbols, and character information and construction identification information corresponding to the graphic elements, symbols, and character information can be obtained from at least the graphic elements, symbols, and character information using the AI engine. An AI storage processing unit that stores a graphic construction link table including the graphic element, the symbol, and construction identification information associated with at least one of the character information in the storage unit.
An acquisition unit that acquires drawing information including at least one of graphic elements, symbols, and character information, and
An AI analysis extraction unit that analyzes acquired drawing information using the AI engine and extracts graphic elements, symbols, or character information including a closed area.
Based on at least one of the extracted graphic elements, symbols, and character information, the graphic construction link table is referred to to generate construction identification information corresponding to at least one of the graphic elements, symbols, and character information. Department and
Have.

Further, the integration support system (device) according to the tenth invention is
A storage unit that stores a CAD object and a graphic construction link table including construction identification information associated with the CAD object.
An acquisition unit that acquires CAD information including CAD objects,
An analysis / extraction unit that analyzes the acquired CAD information and extracts at least one CAD object,
Based on the extracted CAD object, the generation unit that generates the construction identification information corresponding to the CAD object by referring to the graphic construction link table, and
Have.

Further, the integration support system (device) according to the eleventh invention is
The analysis extraction unit
Further extract the scale information and the size of the CAD object,
The generator
Based on the scale information and the size, the construction quantity of the construction corresponding to the construction identification information is further generated.
It is characterized by that.

Further, the integration support system (device) according to the twelfth invention is
A figure containing a CAD object and / or ancillary information (property information, etc.) attached to the CAD object and construction identification information associated with the CAD object and / or ancillary information attached to the CAD object. A storage unit that stores the construction link table and
A CAD object and an acquisition unit that acquires CAD information including attached information associated with the CAD object, and
An analysis extraction unit that analyzes the acquired CAD information and extracts at least one CAD object and / or attached information attached to the CAD object.
Based on the extracted CAD object and / or the attached information attached to the CAD object, the work corresponding to the CAD object and / or the attached information attached to the CAD object with reference to the graphic work link table. A generator that generates identification information and
Have.

Further, the integration support system (device) according to the thirteenth invention is
The analysis extraction unit
Further extract the scale information and the size of the CAD object,
The generator
Based on the scale information and the size, the construction quantity of the construction corresponding to the construction identification information is further generated.
It is characterized by that.

Further, the integration support system (device) according to the fourteenth invention is
A CAD object and a document file (such as word), a spreadsheet file (such as Excel), a PDF file, or a CAD-related file containing related information associated with the CAD object or the CAD information including the CAD object. A storage unit that stores a graphic construction link table including at least one of the CAD objects, the construction identification information associated with the CAD object, and the construction identification information associated with the CAD object.
A CAD information including a CAD object, and a document file (such as word), a spreadsheet file (such as Excel), a PDF file, or a CAD-related file containing the CAD object or related information associated with the CAD information. The acquisition department to acquire at least one of them,
An analysis extraction unit that analyzes the acquired CAD information and at least one of them and extracts at least one CAD object and / or related information corresponding to the CAD object.
A generator that generates construction identification information corresponding to the CAD object and / or the related information by referring to the graphic construction link table based on the extracted CAD object and / or the related information.
Have.

Further, the integration support system (device) according to the fifteenth invention is
The analysis extraction unit
Further extract the scale information and the size of the CAD object,
The generator
Based on the scale information and the size, the construction quantity of the construction corresponding to the construction identification information is further generated.
It is characterized by that.

Further, the integration support system (device) according to the sixteenth invention is
A storage unit that stores integrated information including a graphic element and construction identification information associated with the graphic element.
An acquisition unit that acquires drawing information including graphic elements,
An analysis / extraction unit that analyzes the acquired drawing information and extracts graphic elements including closed areas.
Based on the extracted graphic elements (shape, position, coordinates, arrangement in the entire drawing, the graphic in the composition / position of other elements, etc.), the construction identification information corresponding to the graphic element is generated by referring to the integrated information. And the generator
Have.

Further, the integration support system (device) according to the seventeenth invention is
A storage unit that stores integrated information including a CAD object and construction identification information associated with the CAD object.
An acquisition unit that acquires CAD information including CAD objects,
An analysis / extraction unit that analyzes the acquired CAD information and extracts at least one CAD object,
Based on the extracted CAD object, the generator that generates the construction identification information corresponding to the CAD object by referring to the integrated information, and
Have.

Further, the integration support system (device) according to the eighteenth invention is
A storage unit that stores CAD information including a CAD object and construction identification information associated with the CAD object.
An acquisition unit that acquires unknown CAD information including CAD objects,
An analysis / extraction unit that analyzes the acquired unknown CAD information and extracts at least one CAD object.
Based on the extracted CAD object, the generator that generates the construction identification information corresponding to the CAD object by referring to the CAD information, and
Have.

As described above, the solution of the present invention has been described as a system (device), but the present invention can also be realized as a storage medium in which a method, a program, and a program substantially corresponding to these have been described. It should be understood that these are also included in the scope of the invention. In addition, each step of the following method and program uses an arithmetic processing device such as CPU and DSP as necessary in data processing, and the input data and processed / generated data are taped. , HDD, memory, etc. are stored in storage devices.

For example, the integration support program according to the nineteenth invention, which realizes the present invention as a program, is
It is an integration support program that makes the arithmetic processing device function as the integration support system according to the first to eighteenth.

Further, for example, the storage medium according to the twentieth invention, which realizes the present invention as a storage medium, is
It is a computer-readable storage medium that stores the integration support program according to the nineteenth invention.

For example, the method according to the 21st invention, which realizes the present invention as a method, is
It is an integration support method using a calculation means (processor),
A storage step for storing a graphic construction link table containing a graphic element and construction identification information associated with the graphic element.
An acquisition step to acquire drawing information including graphic elements,
An analysis extraction step that analyzes the acquired drawing information and extracts graphic elements including closed areas,
Based on the extracted graphic elements (shape, position, coordinates, arrangement in the entire drawing, the graphic in the composition / position of other elements, etc.), the construction identification information corresponding to the graphic element is referred to with reference to the graphic construction link table. And the generation steps to generate
Have.

Further, the method according to the 22nd invention
It is an integration support method using a calculation means (processor),
A storage step for storing a graphic construction link table containing a CAD object and construction identification information associated with the CAD object.
The acquisition step to acquire CAD information including CAD objects,
An analysis extraction step that analyzes the acquired CAD information and extracts at least one CAD object,
Based on the extracted CAD object, the generation step of generating the construction identification information corresponding to the CAD object by referring to the graphic construction link table, and
Have.

Moreover, the method according to the 23rd invention
It is an integration support method using a calculation means (processor),
A storage step that stores CAD information including a CAD object and construction identification information associated with the CAD object.
An acquisition step to acquire unknown CAD information including a CAD object,
An analysis extraction step that analyzes the acquired unknown CAD information and extracts at least one CAD object,
Based on the extracted CAD object, the generation step of generating the construction identification information corresponding to the CAD object with reference to the CAD information, and
Have.

FIG. 1 is a block diagram showing an outline of an integration support system according to an embodiment of the present invention. FIG. 2 is a flowchart showing an example of processing executed by the integration support system shown in FIG. FIG. 3 is a cross-sectional view of road construction processed by the integration support system shown in FIG. FIG. 4 is a schematic diagram showing a mechanism in which a cross-sectional view of road construction is processed by the integration support system shown in FIG. FIG. 5 is a flowchart showing an example of processing executed by the integration support system shown in FIG. FIG. 6 is another cross-sectional view of the road construction processed by the integration support system shown in FIG. FIG. 7 is a schematic diagram showing a mechanism in which a cross-sectional view of road construction is processed by the integration support system shown in FIG. FIG. 8 is a schematic diagram showing a mechanism for associating the attached information with the construction identification information. FIG. 9 is a schematic diagram showing a mechanism in which a cross-sectional view of road construction is processed by the integration support system shown in FIG. FIG. 10 is a flowchart showing an example of processing executed by the integration support system shown in FIG. FIG. 11 is a schematic diagram showing a method for causing the AI engine to learn a pair of a graphic element included in the drawing information and the construction identification information corresponding to the graphic element as teacher data. FIG. 12 shows a method of creating an item of a graphic construction link table while having an AI engine learn a pair of a graphic element included in the drawing information and a construction identification information corresponding to the graphic element as teacher data. It is a schematic diagram. In FIG. 13, the learned AI engine is used to further find the association (unknown association) between the graphic element that cannot be associated and the integrated information (construction identification information), and the AI engine is learned to advance the graphic. It is a schematic diagram which shows the technique of constructing a construction link table. FIG. 14 is a block diagram showing an outline of an integration support system according to an embodiment of the present invention (CAD object compatible version). FIG. 15 is a flowchart showing an example of the processing executed by the integration support system shown in FIG. FIG. 16 is a schematic diagram (extraction stage) of CAD information processed by the integration support system shown in FIG. FIG. 17 is a schematic diagram (generation stage) of CAD information processed by the integration support system shown in FIG. FIG. 18 is a schematic diagram (generation stage) of CAD information processed by the integration support system shown in FIG. FIG. 19 is a schematic diagram (association of the CAD object with the integration information) of the integration information processed by the integration support system shown in FIG. FIG. 20 creates an item of a graphic construction link table while having the AI engine learn a pair of a CAD object included in CAD information and construction identification information in integrated information corresponding to the CAD object as teacher data. It is a schematic diagram which shows the method. FIG. 21 shows the AI engine integrated into the attribute information of the CAD object of the CAD information while learning the pair of the CAD object included in the CAD information and the construction identification information in the integrated information corresponding to the CAD object as teacher data. It is a schematic diagram which shows the technique which contains information.

Hereinafter, embodiments of the present invention will be described in detail with reference to the drawings.

FIG. 1 is a block diagram showing an outline of an integration support system according to an embodiment of the present invention. As shown in the figure, the integration support system 100 (ASS) has a control unit (CPU, processor) CON, an input unit IN, an output unit OUT, a communication unit COM, a storage unit MEM, and a display unit DIS.

The storage unit MEM stores the graphic construction link table FCL including the graphic element and the construction identification information associated with the graphic element. The control unit CON includes an acquisition unit ACQ, an analysis / extraction unit ANA, a generation unit GEN, an AI engine AIE, and an AI storage processing unit AIM.

The acquisition unit ACQ acquires drawing information including graphic elements. The analysis extraction unit ANA analyzes the acquired drawing information and extracts graphic elements including a closed region. The generation unit GEN refers to the graphic construction link table FCL based on the extracted graphic elements (shape, position, coordinates, arrangement in the entire drawing, the graphic in the configuration / position of other elements, etc.), and the graphic element. Generate construction identification information corresponding to.

The output unit OUT can output the information stored in the server and the generated information to the printer PRN1. The display unit DIS can also display the information stored in the server and the generated information. The input unit IN receives an operation instruction or information input input from the outside via the mouse MUS or the keyboard KBD, or via the communication unit COM. In this way, transmitting the generated information, intermediate data, and acquired data to the outside, displaying them on the display unit, and storing the generated information, intermediate data, acquired data, etc. in the storage unit is not possible. It should be noted that the same is possible with other actual modes described later. In addition, this system (device) is a computer such as a general-purpose computer, a special-purpose computer, a server, or a PC, or a program module that realizes (executes) the functions and processing procedures (methods) of this system on the computer. It is preferable to construct this system on a computer by holding it in a CPU or a storage unit of the computer or reading it from an external server or storage, and the same applies to each subsequent embodiment.

FIG. 2 is a flowchart showing an example of processing executed by the integration support system shown in FIG. As shown in the figure, in step S11, the graphic construction link table including the graphic element and the construction identification information associated with the graphic element is stored. Next, in step S12, drawing information including graphic elements is acquired. Then, in step S13, the acquired drawing information is analyzed, and the graphic element including the closed region is extracted. Finally, in step S14, based on the extracted graphic element, the construction identification information corresponding to the graphic element is generated with reference to the graphic construction link table. The generated construction identification information is transmitted to the integration system ACC via the communication unit COM and used to generate the integration data. The storage step for storing the graphic construction link table may be performed in advance, or once it is performed, the rest may be omitted.

FIG. 3 is a cross-sectional view of road construction processed by the integration support system shown in FIG. As shown in the figure, the cross-sectional view ZK10 is a cross-sectional view of a layer composed of road construction. An embankment x1b is placed on the ground x1a, and slope reinforced concrete x2a and x2b are formed on the slope of the embankment. Then, a road body x3a, a roadbed x3b, a lower road base x4a, an upper road base x4b, and a surface layer x4c are formed on the embankment x1b.

The scale display CC10 displays 1/10000. The cross-sectional view ZK10, which is a kind of plan view, is acquired by the acquisition unit ACQ, and the analysis extraction unit ANA recognizes the closed region and extracts a “graphic element” including at least one closed region. Here, as an example, slope reinforced concrete x2a, x2b, embankment x1b, road body x3a, and roadbed x3b are extracted as graphic elements.

FIG. 4 is a schematic diagram showing a mechanism in which a cross-sectional view of road construction is processed by the integration support system shown in FIG. As shown in the figure, the slope reinforced concrete NRC and the slope reinforced concrete identification information NMNH01 are associated with the graphic construction link table FCL.

Slope Reinforced Concrete NRC is a drawing element of slope reinforced concrete in general slope reinforcement work, its shape, size information, cross-sectional or plan view information, and preferably arrangement in the drawing. Information (coordinate information), information on adjacent graphic elements, information such as graphic elements arranged in the same drawing are included. The slope reinforcement work identification information NMNH01 may be character information, but may also be a step code used in the integration system.

In this example, based on the extracted slope reinforced concrete x2a, the slope reinforced concrete NRC, which is similar to the shape of the surface reinforced concrete x2a, is hit from the shape of the graphic element with reference to the graphic construction link table FCL. , The slope reinforcement work identification information NMNH01 associated with it is a hit. That is, the slope reinforcement work identification information NMNH01 associated with the hit slope reinforcement concrete NRC is generated. Then, the slope reinforcement work identification information NMNH01 is transferred to the integration system ACS, and the slope reinforcement work identification information NMNH01 and the quantity of this slope work are manually input by the integration process FLE2 to reinforce the slope. Construction integrated information FLE2a is generated.

FIG. 5 is a flowchart showing an example of processing executed by the integration support system shown in FIG. As shown in the figure, in step S21, the graphic construction link table including the graphic element and / or the auxiliary information related to the graphic element and the construction identification information associated with the auxiliary information and / or the graphic element is stored. do. Next, in step S22, drawing information including graphic elements is acquired, and a document file (word or the like), a spreadsheet file (Excel or the like), a PDF file, a CAD file, or a CAD-related file associated with the drawing information is acquired. Get more files. Then, in step S23, the acquired drawing information is analyzed, the graphic element including the closed area is extracted, and the attached information related to the extracted graphic element is stored in a separate file (word, etc.), a spreadsheet file (Excel, etc.). ), PDF file, CAD file, or CAD related file.

Finally, in step S24, based on the extracted auxiliary information and the graphic information, the graphic construction link table is referred to to generate the construction identification information corresponding to the graphic element and / or the auxiliary information. If the storage step such as step S21 is executed once, it is not necessary to re-execute until the information is changed. Alternatively, the storage step becomes unnecessary by mounting a ROM or flash memory in which the information is stored in the device or computer.

FIG. 6 is another cross-sectional view of the road construction processed by the integration support system shown in FIG. As shown in the figure, the cross-sectional view ZK11 is a cross-sectional view of a layer composed of road construction. An embankment x1b is placed on the ground x1a, and slope reinforced concrete x2a and x2b are formed on the slope of the embankment. Then, a road body x3a, a roadbed x3b, a lower road base x4a, an upper road base x4b, and a surface layer x4c are formed on the embankment x1b. The scale display CC11 displays 1/10000. Further, the scale display CC 11 includes a construction ID number CID002 for identifying the construction.

In this example, as ancillary information related to graphic elements and drawings, there is a document folder DOCF containing a plurality of document files, a spreadsheet file folder CALF including a plurality of spreadsheet files, and a PDF folder PDFF including a plurality of PDF files. In this example, the attached information is a construction ID number and is associated with a drawing (graphic element). That is, the construction ID number CID002 of the sectional view ZK11 and the attached information having the same construction ID number CID002 are associated with each other.

The cross-sectional view ZK11, which is a kind of plan view, and the file, the document folder DOCF, the table calculation file folder CALF, and the PDF folder PDFF, which are candidates for the attached information, are acquired by the acquisition unit ACQ, and the analysis extraction unit ANA is used. It recognizes a closed area and extracts a "graphic element" containing at least one closed area. Here, as an example, slope reinforced concrete x2a, x2b, embankment x1b, road body x3a, and roadbed x3b are extracted as graphic elements. Further, the construction ID number CID002 of the sectional view ZK11 and the attached information having the same construction ID number CID002 are acquired and extracted.

FIG. 7 is a schematic diagram showing a mechanism in which a cross-sectional view of road construction is processed by the integration support system shown in FIG. As shown in the figure, in this example, in addition to the graphic element, the attached information related to the graphic element is used. By using the attached information, it is possible to generate construction identification information more accurately, and it is possible to generate quantity etc. more accurately. As shown in the figure, in this example, the construction ID number CID002 of the sectional view ZK11 and the attached information having the same construction ID number CID002 are acquired. Then, four items related to the slope-reinforced concrete x2a, which are graphic elements in this figure, are extracted. As attached information of slope reinforced concrete, the method of slope construction method AM002, the standard NM005 of slope reinforced concrete, the quantity of slope reinforced concrete Xm3 (vertical m), the area which is the dimension of slope reinforced concrete, and the vertical length. , Horizontal length, thickness, etc. It is preferable to store these attached information in the graphic construction link table in association with the graphic elements, but it is also preferable to use them in the search.

FIG. 8 is a schematic diagram showing a mechanism for associating the attached information with the construction identification information. As shown in the figure, it is assumed that the attached information is not associated with the graphic construction link table FCL at first. There is attached information on slope reinforced concrete. As shown in FIG. 7, it is assumed that some are extracted. This system associates these attached information with the slope reinforcement work NMHK01 and stores it as a graphic work link table FCL10.

FIG. 9 is a schematic diagram showing a mechanism in which a cross-sectional view of road construction is processed by the integration support system shown in FIG. This example provides a mechanism for estimating the quantity of members from the scale information and generating the quantity. As shown in the figure, the scale display CC11 displays 1/10000. Further, the scale display CC 11 includes a construction ID number CID002 for identifying the construction. Here, the scale information and the size of the graphic element are extracted from the acquired drawing information. As an example, slope reinforced concrete x2a is used. From this graphic element, the actual volume and quantity of slope reinforced concrete "250m3" is calculated from the size (vertical, horizontal, height) on the drawing, 1/10000, which is the scale information, and the expected thickness. do.

Then, that is, the slope reinforcement work identification information NMNH01 (step code) associated with the hit slope reinforcement concrete NRC is generated. Then, the slope reinforcement work identification information NMNH01 is transferred to the integration system ACS, and the integration processing FLE3 is used to integrate the slope reinforcement work identification information NMNH01 and the slope reinforcement work amount of 250 m3. FLE3b is generated. In this way, by estimating and calculating the quantity by utilizing the scale information, it is possible to generate the integrated information without manual input.

FIG. 10 is a flowchart showing an example of processing executed by the integration support system shown in FIG. This is a configuration using an AI engine. As shown in the figure, in step S31, the AI engine is made to learn the pair of the graphic element included in the drawing information and the construction identification information corresponding to the graphic element as teacher data. This is a system in which those familiar with the integration system and drawings specify a pair of graphic elements and construction identification information corresponding to the graphic elements as correct answer data (teacher data), and let the AI engine perform machine learning. be. In this step, a certain amount of teacher data is trained.

Next, in step S32, the AI storage processing unit uses the AI engine to convert a large amount of drawing information including the graphic element and the construction identification information corresponding to the drawing information into the graphic element and the graphic element. It is stored in the storage unit as a graphic construction link table including the associated construction identification information. Next, in step S33, drawing information including graphic elements is acquired. Then, in step S34, the AI engine is used to analyze the acquired drawing information and extract graphic elements including a closed region. Finally, in step S35, based on the extracted graphic element, the construction identification information corresponding to the graphic element is generated with reference to the graphic construction link table.

FIG. 11 is a schematic diagram showing a method for causing the AI engine to learn a pair of a graphic element included in the drawing information and the construction identification information corresponding to the graphic element as teacher data. A person who is familiar with the integration system and drawings of architecture and civil engineering specifies a pair of graphic elements and construction identification information corresponding to the graphic elements as correct answer data (teacher data), and makes the AI engine machine learn. Is. As shown in the figure, there is integrated information ACI, which has
"Cut work BK001, quantity xxm3",
"Slope reinforcement work BK005, quantity yym3",
"Road construction BK007, quantity zzm2"
"Road construction BK0015, quantity ddm2"
Is stored.

Then, there is drawing information OB22 corresponding to these integrated information, and there are graphic elements such as slope reinforced concrete y2, slope y1a, roadbed y3c, road body y3b, and ground y3a. A person who is familiar with the integration system and drawings of architecture and civil engineering associates the identification code of the graphic element with the integration information as follows.
Soil work BK001, quantity xxm3 y1a, y1b
Slope reinforcement work BK005, quantity yym3 y2
Road body construction BK005, quantity yym3 y3a, y3b, y3c
Road construction BK005, quantity yym3 y4a, y4b, y4c
This is the graphic element association integrated information ACI-d. In this way, one construction identification information (and quantity information) may be associated with a plurality of graphic elements. That is, one construction may form several layers or members, or may include a plurality of steps. In such a case, a plurality of graphic elements are associated with one construction identification information.

FIG. 12 shows a method of creating an item of a graphic construction link table while having an AI engine learn a pair of a graphic element included in the drawing information and a construction identification information corresponding to the graphic element as teacher data. It is a schematic diagram. FIG. 11 shows a method of creating teacher data for training by the AI engine, and FIG. 12 describes a technique of training by the AI engine and creating a table using the teacher data.

As described with reference to FIG. 11, in FIG. 12, the integrated information and the identification code of the graphic element are associated with the graphic element association integrated information ACI-d as follows.
Soil work BK001, quantity xxm3 y1a, y1b
Slope reinforcement work BK005, quantity yym3 y2
Road body construction BK005, quantity yym3 y3a, y3b, y3c
Road construction BK005, quantity yym3 y4a, y4b, y4c
The AI engine of this system is made to learn this graphic element association integration information ACI-d as teacher data. The trained AI engine AIE-s is completed. This system directly uses this trained AI engine AIE-s to analyze the acquired drawing information, extract graphic elements including closed areas, and based on the extracted graphic elements, the trained AI engine AIE-s. However, it is possible to generate construction identification information corresponding to the graphic element, but here, a technique for constructing a graphic construction link table will be described.

As shown in the figure, it is preferable to generate the graphic construction link table FCL2 from the trained AI engine AIE-s. In this example, since the quantity information is also included as an item, it is not necessary for the user to input the quantity, extract the quantity from the attached information, or have the user guess.

In FIG. 13, the learned AI engine is used to further find the association (unknown association) between the graphic element that cannot be associated and the integrated information (construction identification information), and the AI engine is learned to advance the graphic. It is a schematic diagram which shows the technique of constructing a construction link table. The trained AI engine AIE-s has learned in advance what kind of graphic element in what kind of drawing information should be associated with what kind of construction identification information in what kind of integrated information. Therefore, if the learned AI engine AIE-s is read with unknown integrated information and corresponding unknown drawing information (including graphic elements), each construction identification information and each graphic element are included in the reading. It is possible to find out the association (that is, the correspondence) of the above, perform these association processing, and further import it as teacher data. That is, it is possible for the AI engine to understand the association between the integrated information and the graphic element, which can only be understood by a veteran engineer, and to make these associations.

For example, as shown in the figure, it is assumed that the integrated information CIAA including the construction identification information and the quantity information corresponds to and should be associated with the graphic element A111. Of course, this association and correspondence are unknown to this system. Since the trained AI engine AIE-s has learned in advance the association between the same or similar as the integrated information CIAA and the same or similar as the graphic element A111, the integrated information CIAA (construction identification information and quantity) However, it is determined that the correspondence relationship with the graphic element A111 should be associated with the graphic element A111, and the correspondence relationship is stored in the inside of the learned engine AIE-s2 and is regarded as learned. Then, the trained engine AIE-s2 can send the correspondence and the association to the outside, and construct and configure the correspondence and the association as the item AC111 of the graphic construction link table FCL3.

FIG. 14 is a block diagram showing an outline of an integration support system according to an embodiment of the present invention (CAD object compatible version). In this embodiment, the object is not a plan view but a CAD object. A planar CAD object (that is, a two-dimensional CAD object) may be used, but the description mainly applies to a three-dimensional CAD object.

As shown in the figure, the integration support system 200 (ASS) has a control unit (CPU, processor) CON, an input unit IN, an output unit OUT, a communication unit COM, a storage unit MEM, and a display unit DIS. It should be noted that the elements and functions not particularly described in FIG. 13 are the same as those in FIG. 1, and the description may be omitted.

The storage unit MEM stores the graphic construction link table 3DFCL including the graphic element and the construction identification information associated with the graphic element. The control unit CON includes an acquisition unit ACQ, an analysis / extraction unit ANA, a generation unit GEN, an AI engine AIE, and an AI storage processing unit AIM.

The acquisition unit ACQ acquires drawing information including graphic elements (here, CAD file, CAD information, or CAD object group). The analysis extraction unit ANA analyzes the acquired drawing information and extracts graphic elements including a closed region. The generation unit GEN refers to the graphic construction link table FCL based on the extracted graphic elements (shape, position, coordinates, arrangement in the entire drawing, the graphic in the configuration / position of other elements, etc.), and the graphic element. Generate construction identification information corresponding to.

The output unit OUT can output the information stored in the server and the generated information to the printer PRN1. The display unit DIS can also display the information stored in the server and the generated information. The input unit IN receives an operation instruction or information input input from the outside via the mouse MUS or the keyboard KBD, or via the communication unit COM. In this way, transmitting the generated information, intermediate data, and acquired data to the outside, displaying them on the display unit, and storing the generated information, intermediate data, acquired data, etc. in the storage unit is not possible. It should be noted that the same is possible with other actual modes described later. In addition, this system (device) is a computer such as a general-purpose computer, a special-purpose computer, a server, or a PC, or a program module that realizes (executes) the functions and processing procedures (methods) of this system on the computer. It is preferable to construct this system on a computer by holding it in a CPU or a storage unit of the computer or reading it from an external server or storage, and the same applies to each subsequent embodiment.

FIG. 15 is a flowchart showing an example of the processing executed by the integration support system shown in FIG. As shown in the figure, in step S41, the storage unit stores the CAD object and the graphic construction link table including the construction identification information associated with the CAD object. Next, in step S42, the acquisition unit acquires CAD information including the CAD object. Then, in step S43, the analysis extraction unit analyzes the acquired CAD information and extracts at least one CAD object. Finally, in step S44, the generation unit generates the construction identification information corresponding to the CAD object with reference to the graphic construction link table based on the extracted CAD object. The generated construction identification information is transmitted to the integration system ACC via the communication unit COM and used to generate the integration data. The storage step for storing the graphic construction link table may be performed in advance, or once it is performed, the rest may be omitted.

Further, the analysis extraction unit ANA further extracts the scale information and the size of the CAD object, and the generation unit GEN calculates the construction quantity corresponding to the construction identification information based on the scale information and the size. Further production is preferred.

FIG. 16 is a schematic diagram (extraction stage) of CAD information processed by the integration support system shown in FIG. As shown in the figure, the acquisition unit acquires CAD information CADIN. The CAD information CADIN includes a CAD object n1, a CAD object m2, a CAD object m3, and a CAD object m4. Actually, complicated dams, bridges, roads, grade separations, etc. are acquired as CAD information, but for convenience of drawing and explanation, simplified CAD information will be described. The analysis extraction unit analyzes the acquired CAD information CADIN and extracts the CAD object n1, the CAD object m2, the CAD object m3, and the CAD object m4.

FIG. 17 is a schematic diagram (generation stage) of CAD information processed by the integration support system shown in FIG. As shown in the figure, the processing of the CAD object n1 extracted by the analysis extraction unit will be described. The generation unit refers to the graphic construction link table 3DFCL based on the CAD object n1. The CAD object ET10 of a cylinder and N1 construction (N10009) are associated with the graphic construction link table 3DFCL. Similarly, a CAD object with a hollow quadrangular prism in the middle and N5 construction (N54004) are associated, and a CAD object with a quadrangular prism and SSS construction (SS001) are associated with each other.

In this embodiment, based on the CAD object n1, the CAD object ET10 is hit with reference to the graphic work link table 3DFCL, and eventually, the N1 work (N10009) associated with the hit is hit. That is, the generation unit generates the construction identification information N1 construction (step code: N10009). This system transmits the generated construction identification information to the integration system ACS. The integration system ACS receives the construction identification information N1 construction (step code: N10009) and accepts the manual input FLE2a of the quantity of this construction. As the integration system, if the target construction N1 construction and its quantity are determined, the integration information of the N1 construction is generated (generation step FLE3b).

FIG. 18 is a schematic diagram (generation stage) of CAD information processed by the integration support system shown in FIG. In this embodiment, all CAD objects included in the CAD information are processed. The acquisition unit acquires CAD information CADIN. The CAD information CADIN includes a CAD object n1, a CAD object m2, a CAD object m3, and a CAD object m4. The analysis extraction unit analyzes the acquired CAD information CADIN and extracts the CAD object n1, the CAD object m2, the CAD object m3, and the CAD object m4. Then, based on each CAD object, the construction identification information corresponding to each CAD object is generated with reference to the graphic construction link table 3DFCL.

That is, from the CAD object n1, N1 work (step code N1009), from the CAD object m2, M2 work (step code M2009), from the CAD object m3, M3 work (step code M3009), CAD object m4. From, M4 construction (step code M4009) is generated (generation step FLEW22), respectively. And the generated construction identification information. It is transmitted to the integration system ACS, each construction identification information and each quantity corresponding to them are manually input, and finally, integration information of construction corresponding to all objects in the CAD information is generated.

FIG. 19 is a schematic diagram showing a method for causing an AI engine to learn a pair of a CAD object included in CAD information and integrated information (construction identification information) corresponding to the CAD object as teacher data. A person who is familiar with the integration system and drawings of architecture and civil engineering specifies a pair of CAD object and integration information corresponding to the CAD object (preferably construction identification information) as correct answer data (teacher data). However, the AI engine is to be machine-learned. In this embodiment, a mode in which a CAD object is associated with the integration information itself will be described. What is important in the present invention is the association between the integrated information and the CAD object. Using this association, integration information is generated from the CAD object. Until now, the association between the integrated information and the CAD object has been realized as an item in the graphic construction link table, but as shown in this figure, the integrated information includes the CAD object itself and the information connected to the CAD object as an item. It is also possible to make it.

As shown in the figure, the integrated information ACI includes an arithmetic information item Z1C for the construction Z1, an arithmetic information item Z2C for the construction Z2, and an arithmetic information item Z3C for the construction Z3. The CAD information CADIN includes a CAD object Oz1, a CAD object Oz2, and a CAD object Oz3. Here, in order to associate the integrated information item with the CAD object, the CAD object is incorporated into the integrated information and associated. As shown in the integrated information ACI-d2 in the figure, the CAD object Oz1 is associated with the arithmetic information item Z1C for the construction work Z1. Further, the CAD object Oz2 is associated with the arithmetic information item Z2C for the construction Z2. Further, the CAD object Oz3 is associated with the arithmetic information item Z3C for the construction Z3. The AI engine is trained in such an association.

The present invention can also be realized by having such an association in one file. For example, it is as follows.
It is an integration support system,
A storage unit that stores integrated information including a CAD object and construction identification information associated with the CAD object.
An acquisition unit that acquires CAD information including CAD objects,
An analysis / extraction unit that analyzes the acquired CAD information and extracts at least one CAD object,
Based on the extracted CAD object, the generator that generates the construction identification information corresponding to the CAD object by referring to the integrated information, and
Accumulation support system with.

It is an integration support system,
A storage unit that stores integrated information including a graphic element and construction identification information associated with the graphic element.
An acquisition unit that acquires drawing information including graphic elements,
An analysis / extraction unit that analyzes the acquired drawing information and extracts graphic elements including closed areas.
Based on the extracted graphic elements (shape, position, coordinates, arrangement in the entire drawing, the graphic in the composition / position of other elements, etc.), the construction identification information corresponding to the graphic element is generated by referring to the integrated information. And the generator
Accumulation support system with.

It is an integration support system,
A storage unit that stores CAD information including a CAD object and construction identification information associated with the CAD object.
An acquisition unit that acquires unknown CAD information including CAD objects,
An analysis / extraction unit that analyzes the acquired unknown CAD information and extracts at least one CAD object.
Based on the extracted CAD object, the generator that generates the construction identification information corresponding to the CAD object by referring to the CAD information, and
Accumulation support system with.

As described above, the construction identification information (that is, the integration information) can be generated by referring to the integration information and the CAD information having the association information instead of the graphic construction link table.

FIG. 20 creates an item of a graphic construction link table while having the AI engine learn a pair of a CAD object included in CAD information and construction identification information in integrated information corresponding to the CAD object as teacher data. It is a schematic diagram which shows the method. FIG. 19 shows a method of creating teacher data for training by the AI engine, and FIG. 20 describes a technique of training by the AI engine and creating a table using the teacher data.

As shown in the figure, the integrated information ACI2 includes construction identification information (step code 3DBKOA01) and construction identification information (step code 3DBKOA02). The CAD information CADIN includes some CAD objects. These CAD objects (CAD information) and construction identification information (that is, integrated information) are read into the learned AI engine AIE for learning. That is, the AI engine is made to find the correct pair of the CAD object and the construction identification information from the read one, and learn the pair as teacher data. In this way, the learned AI engine AIE2 that has been further learned is completed. The learned AI engine AIE2 may be used as it is, but it is preferable to generate the learned contents as items and include them in the graphic construction link table FCL5.

FIG. 21 shows the AI engine integrated into the attribute information of the CAD object of the CAD information while learning the pair of the CAD object included in the CAD information and the construction identification information in the integrated information corresponding to the CAD object as teacher data. It is a schematic diagram which shows the technique which contains information. As shown in the figure, the integrated information ACI2 includes construction identification information (step code 3DBKOA01) and construction identification information (step code 3DBKOA02). The CAD information CADIN includes some CAD objects. These CAD objects (CAD information) and construction identification information (that is, integrated information) are read into the learned AI engine AIE3 for learning. That is, the AI engine is made to find the correct pair of the CAD object and the construction identification information from the read one, and learn the pair as teacher data. In this way, the learned AI engine AIE4, which has been further learned, is completed. The learned AI engine AIE4 may be used as it is, but it is preferable to generate the learned contents as items and include them in the graphic construction link table FCL5. As shown in the figure, the attribute information ADIN1 of the CAD object includes ddd construction, 3DBK0A01, and quantity xxm3. Further, the attribute information ADIN2 of the CAD object includes ddd2 construction, 3DBK0A01, and quantity xym3.

If there is CAD information including CAD objects having attribute information including association information in this way, even without a graphic construction link table or AI engine, if there is an item corresponding to the learned CAD object in the attribute information, an unknown CAD It is possible to generate integrated information (construction identification information) from the object.

Although the present invention has been described with reference to the drawings and examples, it should be noted that those skilled in the art can easily make various modifications and modifications based on the present disclosure. Therefore, it should be noted that these modifications and modifications are included in the scope of the present invention. For example, the processes and functions included in each part and each step can be rearranged so as not to be logically inconsistent, and multiple means / parts and steps can be combined or divided into one. It is possible. Alternatively, it should be noted that some components, functions, processes, steps, etc. of the devices, methods, programs, etc. according to the present invention can be arranged on a remote server or the like.

100 …… Totalization support system 200 …… Totalization support system AC111 …… Item ACC …… Totalization system ACI …… Totalization information ACI2 …… Totalization information ACQ …… Acquisition unit ACS …… Totalization system ADIN1 …… Attribute information ADIN2 …… Attribute Information AIE …… Learned engine AIE2 …… Learned engine AIE3 …… Learned engine AIE4 …… Learned engine AIM …… Storage processing unit ANA …… Analysis extraction unit CALF …… Table calculation file folder CC10 …… Scale display CC11 …… Scale display CIAA …… Accumulation information COM …… Communication unit CON …… Control unit DIS …… Display unit DOCF …… Document folder ET10 …… Object FLE2 …… Accumulation processing FLE2a …… Manual input FLE2a …… Accumulation information FLE3b… … Generation step FLEW22 …… Generation step GEN …… Generation unit GEN …… Generation unit IN …… Input unit KBD …… Keyboard MEM …… Storage unit MUS …… Mouse NMNH01 …… Slope reinforcement work Identification information NRC …… Slope Reinforced concrete OUT …… Output unit Oz1 …… CAD object Oz2 …… CAD object Oz3 …… CAD object PRN1 …… Printer x1a …… Ground x2a …… Slope reinforced concrete x2a …… Surface reinforced concrete x2a, x2b …… Slope Reinforced concrete x3a ... Road body x3b ... Roadbed x4a ... Lower roadbed x4b ... Upper roadbed x4c ... Surface layer Xm3 ... Quantity xxm3 ... Quantity xym3 ... Quantity y1a ... Slope y2 ... Slope reinforcement concrete y3a …… Ground y3b …… Road body y3c …… Roadbed

Claims (23)

It is an integration support system,
A storage unit that stores a graphic element and a graphic construction link table including the construction identification information associated with the graphic element.
An acquisition unit that acquires drawing information including graphic elements,
An analysis / extraction unit that analyzes the acquired drawing information and extracts graphic elements including closed areas.
Based on the extracted graphic elements (shape, position, coordinates, arrangement in the entire drawing, the graphic in the composition / position of other elements, etc.), the construction identification information corresponding to the graphic element is referred to with reference to the graphic construction link table. And the generator that generates
Accumulation support system with. In the integration support system according to claim 1,
The construction identification information included in the graphic construction link table is
It is associated with a graphic element in a plan view and a graphic element contained in a perspective view, a sectional view or an elevation view, and is associated with the graphic element.
The drawing information is
Includes plan drawing information and perspective, section or elevation drawing information.
The analysis extraction unit
The acquired plan view drawing information is analyzed, the graphic element including the closed area is extracted, and the acquired perspective view, sectional view or elevation drawing information is analyzed, and the graphic element including the closed area is extracted. ,
The generator
Based on the graphic element extracted from the drawing information of the plan view and the graphic element extracted from the drawing information of the perspective view, the sectional view or the elevation view, the graphic element corresponds to the graphic element with reference to the graphic construction link table. Generate construction identification information,
An integration support system characterized by this. In the integration support system according to claim 1 or 2,
The storage unit
Instead of storing the graphic construction link table containing the graphic element and the construction identification information associated with the graphic element,
A graphic construction link table containing graphic elements and / or ancillary information related to the graphic element and construction identification information associated with the auxiliary information and / or the graphic element is stored.
The acquisition unit
Further acquire a document file (word, etc.), a spreadsheet file (Excel, etc.), a PDF file, a CAD file, or a CAD-related file associated with the drawing information.
The analysis extraction unit
Attached information related to the extracted graphic elements is further extracted from a separate file (word, etc.), a spreadsheet file (Excel, etc.), a PDF file, a CAD file, or a CAD-related file.
The generator
Based on the extracted auxiliary information and the graphic information, the graphic construction link table is referred to to generate construction identification information corresponding to the graphic element and / or the auxiliary information.
An integration support system characterized by this. In the integration support system according to claim 1,
The analysis extraction unit
Further extract the scale information and the size of the graphic element including the closed area,
The generator
Based on the scale information and the size, the construction quantity of the construction corresponding to the construction identification information is further generated.
An integration support system characterized by this. Memory and
As teacher data, an AI engine that trains a pair of graphic elements included in drawing information and construction identification information corresponding to the graphic elements, and
A large amount of drawing information including graphic elements and construction identification information corresponding to the drawing information are used as a graphic construction link table including graphic elements and construction identification information associated with the graphic elements using the AI engine. The AI storage processing unit to be stored in the storage unit and
An acquisition unit that acquires drawing information including graphic elements,
Using the AI engine, an AI analysis extraction unit that analyzes the acquired drawing information and extracts graphic elements including a closed region, and
Based on the extracted graphic elements, the generation unit that generates construction identification information corresponding to the graphic elements with reference to the graphic construction link table, and
Accumulation support system with. It is an integration support system,
A storage unit that stores a graphic construction link table including at least one of graphic elements, symbols, and character information, and construction identification information associated with the graphic element, the symbol, and at least one of the character information.
An acquisition unit that acquires drawing information including at least one of graphic elements, symbols, and character information, and
An analysis / extraction unit that analyzes the acquired drawing information and extracts graphic elements, symbols, or character information including closed areas.
Based on at least one of the extracted graphic elements, symbols, and character information, the graphic construction link table is referred to to generate construction identification information corresponding to at least one of the graphic elements, symbols, and character information. Department and
Accumulation support system with. In the integration support system according to claim 6,
The storage unit
Instead of storing the graphic construction link table containing the graphic element and the construction identification information associated with the graphic element,
A graphic construction link table containing ancillary information and / or graphic elements and construction identification information associated with the ancillary information and / or graphic elements is stored.
The acquisition unit
Further acquire a document file (word, etc.), a spreadsheet file (Excel, etc.), a PDF file, a CAD file, or a CAD-related file associated with the drawing information.
The analysis extraction unit
Attached information related to the extracted graphic elements is further extracted from a separate file (word, etc.), a spreadsheet file (Excel, etc.), a PDF file, a CAD file, or a CAD-related file.
The generator
Based on the extracted auxiliary information and the graphic information, the graphic construction link table is referred to to generate construction identification information corresponding to the graphic element and / or the auxiliary information.
An integration support system characterized by this. In the integration support system according to claim 6,
The analysis extraction unit
Further extract the scale information and the size of the graphic element including the closed area,
The generator
Based on the scale information and the size, the construction quantity of the construction corresponding to the construction identification information is further generated.
An integration support system characterized by this. Memory and
As teacher data, an AI engine that trains a pair of graphic elements, symbols, and character information included in drawing information and construction identification information corresponding to the graphic elements, the symbols, and the character information, and
A large amount of drawing information including graphic elements, symbols, and character information and construction identification information corresponding to the graphic elements, symbols, and character information can be obtained from at least the graphic elements, symbols, and character information using the AI engine. An AI storage processing unit that stores a graphic construction link table including the graphic element, the symbol, and construction identification information associated with at least one of the character information in the storage unit.
An acquisition unit that acquires drawing information including at least one of graphic elements, symbols, and character information, and
An AI analysis extraction unit that analyzes acquired drawing information using the AI engine and extracts graphic elements, symbols, or character information including a closed area.
Based on at least one of the extracted graphic elements, symbols, and character information, the graphic construction link table is referred to to generate construction identification information corresponding to at least one of the graphic elements, symbols, and character information. Department and
Accumulation support system with. It is an integration support system,
A storage unit that stores a CAD object and a graphic construction link table including construction identification information associated with the CAD object.
An acquisition unit that acquires CAD information including CAD objects,
An analysis / extraction unit that analyzes the acquired CAD information and extracts at least one CAD object,
Based on the extracted CAD object, the generation unit that generates the construction identification information corresponding to the CAD object by referring to the graphic construction link table, and
Accumulation support system with. In the integration support system according to claim 10,
The analysis extraction unit
Further extract the scale information and the size of the CAD object,
The generator
Based on the scale information and the size, the construction quantity of the construction corresponding to the construction identification information is further generated.
An integration support system characterized by this. It is an integration support system,
A figure containing a CAD object and / or ancillary information (property information, etc.) attached to the CAD object and construction identification information associated with the CAD object and / or ancillary information attached to the CAD object. A storage unit that stores the construction link table and
A CAD object and an acquisition unit that acquires CAD information including attached information associated with the CAD object, and
An analysis extraction unit that analyzes the acquired CAD information and extracts at least one CAD object and / or attached information attached to the CAD object.
Based on the extracted CAD object and / or the attached information attached to the CAD object, the work corresponding to the CAD object and / or the attached information attached to the CAD object with reference to the graphic work link table. A generator that generates identification information and
Accumulation support system with. In the integration support system according to claim 12,
The analysis extraction unit
Further extract the scale information and the size of the CAD object,
The generator
Based on the scale information and the size, the construction quantity of the construction corresponding to the construction identification information is further generated.
An integration support system characterized by this. It is an integration support system,
A CAD object and a document file (such as word), a spreadsheet file (such as Excel), a PDF file, or a CAD-related file containing related information associated with the CAD object or the CAD information including the CAD object. A storage unit that stores a graphic construction link table including at least one of the CAD objects, the construction identification information associated with the CAD object, and the construction identification information associated with the CAD object.
A CAD information including a CAD object, and a document file (such as word), a spreadsheet file (such as Excel), a PDF file, or a CAD-related file containing the CAD object or related information associated with the CAD information. The acquisition department to acquire at least one of them,
An analysis extraction unit that analyzes the acquired CAD information and at least one of them and extracts at least one CAD object and / or related information corresponding to the CAD object.
A generator that generates construction identification information corresponding to the CAD object and / or the related information by referring to the graphic construction link table based on the extracted CAD object and / or the related information.
Accumulation support system with. In the integration support system according to claim 14,
The analysis extraction unit
Further extract the scale information and the size of the CAD object,
The generator
Based on the scale information and the size, the construction quantity of the construction corresponding to the construction identification information is further generated.
An integration support system characterized by this. It is an integration support system,
A storage unit that stores integrated information including a graphic element and construction identification information associated with the graphic element.
An acquisition unit that acquires drawing information including graphic elements,
An analysis / extraction unit that analyzes the acquired drawing information and extracts graphic elements including closed areas.
Based on the extracted graphic elements (shape, position, coordinates, arrangement in the entire drawing, the graphic in the composition / position of other elements, etc.), the construction identification information corresponding to the graphic element is generated by referring to the integrated information. And the generator
Accumulation support system with. It is an integration support system,
A storage unit that stores integrated information including a CAD object and construction identification information associated with the CAD object.
An acquisition unit that acquires CAD information including CAD objects,
An analysis / extraction unit that analyzes the acquired CAD information and extracts at least one CAD object,
Based on the extracted CAD object, the generator that generates the construction identification information corresponding to the CAD object by referring to the integrated information, and
Accumulation support system with. It is an integration support system,
A storage unit that stores CAD information including a CAD object and construction identification information associated with the CAD object.
An acquisition unit that acquires unknown CAD information including CAD objects,
An analysis / extraction unit that analyzes the acquired unknown CAD information and extracts at least one CAD object.
Based on the extracted CAD object, the generator that generates the construction identification information corresponding to the CAD object by referring to the CAD information, and
Accumulation support system with. An integration support program that causes the arithmetic processing device to function as the integration support system according to claims 1 to 18. A computer-readable storage medium containing the integration support program according to claim 19. It is an integration support method using a calculation means (processor),
A storage step for storing a graphic construction link table containing a graphic element and construction identification information associated with the graphic element.
An acquisition step to acquire drawing information including graphic elements,
An analysis extraction step that analyzes the acquired drawing information and extracts graphic elements including closed areas,
Based on the extracted graphic elements (shape, position, coordinates, arrangement in the entire drawing, the graphic in the composition / position of other elements, etc.), the construction identification information corresponding to the graphic element is referred to with reference to the graphic construction link table. And the generation steps to generate
Accumulation support method with. It is an integration support method using a calculation means (processor),
A storage step for storing a graphic construction link table containing a CAD object and construction identification information associated with the CAD object.
The acquisition step to acquire CAD information including CAD objects,
An analysis extraction step that analyzes the acquired CAD information and extracts at least one CAD object,
Based on the extracted CAD object, the generation step of generating the construction identification information corresponding to the CAD object by referring to the graphic construction link table, and
Accumulation method having. It is an integration support method using a calculation means (processor),
A storage step that stores CAD information including a CAD object and construction identification information associated with the CAD object.
An acquisition step to acquire unknown CAD information including a CAD object,
An analysis extraction step that analyzes the acquired unknown CAD information and extracts at least one CAD object,
Based on the extracted CAD object, the generation step of generating the construction identification information corresponding to the CAD object with reference to the CAD information, and
Accumulation support method with.

Images