Information processing device, information processing method, and information processing program

Abstract

This invention provides an information processing device that automatically determines the compliance of interior design drawings of buildings with building regulations, thereby streamlining legal checks during interior construction work. [Solution] The invention comprises a storage unit for storing legal information relating to a building, an input unit for receiving input of a first drawing of the entire building, a second drawing of the interior of the building, and documents relating to the interior work, a generation unit for determining whether the information obtained from the first drawing, the second drawing, and the documents relating to the interior work satisfies the requirements of legal information relating to a building, and generating determination result information indicating the result, and an output unit for outputting the determination result information, wherein the generation unit includes a learning model that has learned from a plurality of first drawings, second drawings, or documents relating to the interior work, and generates the determination result information using the learning model.

Description

Technical Field

[0001] The present invention relates to an information processing apparatus, and particularly to a technique for analyzing architectural design drawings to determine regulatory compliance.

Background Art

[0002] In recent years, with the development of computer-based image recognition technology, techniques for automatically extracting components from image data such as design drawings and performing error determination based on predetermined criteria have been put into practical use. Such techniques aim to improve the efficiency of drawing checking work that conventionally required manual visual inspection.

[0003] For example, Patent Document 1 discloses a drawing analysis apparatus that extracts components such as piping and valves from a plant design drawing and automatically detects deficiencies in piping separation symbols, piping identification information, fluid flow direction symbols, etc. Thus, techniques for detecting errors and deficiencies in plant equipment and piping design drawings are already known.

Prior Art Documents

Patent Documents

[0004]

Patent Document 1

Summary of the Invention

Problems to be Solved by the Invention

[0005] However, a technique for automatically determining the regulatory compliance of design drawings related to buildings, particularly interior construction work, is still under development. In interior drawings of buildings, it is necessary to confirm whether they comply with various regulations such as the Building Standards Law and the Fire Service Law. Conventionally, this has been manually confirmed by those with specialized knowledge, requiring a great deal of man-hours and expertise.

[0006] This invention has been made in view of the above-mentioned problems, and aims to improve the efficiency and accuracy of legal checks in interior construction by automatically determining the conformity of interior design drawings of buildings in light of legal information related to buildings. [Means for solving the problem]

[0007] To solve the above problems, an information processing device according to one aspect of the present invention includes a storage unit for storing legal information relating to a building, an input unit for receiving input of a first drawing of the entire building, a second drawing of the interior of the building, and documents relating to the interior work, a generation unit for determining whether the information obtained from the first drawing, the second drawing, and the documents relating to the interior work satisfies the requirements of legal information relating to a building, and for generating determination result information indicating the result, and an output unit for outputting the determination result information.

[0008] The generation unit of the information processing device according to one embodiment may be characterized by comprising a learning model that has learned from a plurality of first drawings, second drawings, or documents relating to interior construction work, and generating judgment result information using the learning model.

[0009] The generation unit of the information processing device according to one embodiment may be characterized by generating judgment result information by weighting each judgment result information.

[0010] A second drawing of an information processing device according to one embodiment may be characterized by including a floor plan or elevation drawing of the interior of a building.

[0011] An information processing method according to one embodiment may be characterized in that a computer performs a storage step of storing legal information relating to a building; an input step of receiving a first drawing of the entire building, a second drawing of the interior of the building, and documents relating to the interior work; a generation step of generating determination result information of whether the information obtained from the first drawing, the second drawing, and the documents relating to the interior work satisfies the requirements of legal information relating to a building; and an output step of outputting the determination result information.

[0012] An information processing program according to one embodiment may be characterized by providing a computer with a storage function for storing legal information relating to a building, an input function for receiving a first drawing of the entire building, a second drawing of the interior of the building, and documents relating to the interior work, a generation function for generating determination result information on whether the information obtained from the first drawing, the second drawing, and the documents relating to the interior work meets the requirements of legal information relating to a building, and an output function for outputting the determination result information. [Effects of the Invention]

[0013] In this invention, the system includes a storage unit for storing legal information relating to a building, an input unit for receiving input of a first drawing of the entire building, a second drawing of the building's interior, and documents relating to the interior construction, a generation unit for determining whether the information obtained from the first drawing, the second drawing, and the documents relating to the interior construction meets the requirements of legal information relating to a building, and generating determination result information indicating the result, and an output unit for outputting the determination result information. This enables the automatic determination of legal compliance in the interior design drawings of a building, thereby streamlining the legal check work that was previously performed manually by persons with specialized knowledge, reducing human error, and improving the accuracy of the determination. [Brief explanation of the drawing]

[0014] [Figure 1] This is a system diagram of an information processing device according to one embodiment. [Figure 2] This is a block diagram showing the configuration of a computer in one embodiment of an information processing device. [Figure 3] (a) is a schematic diagram of the first drawing, and (b) is a schematic diagram of the second drawing. [Figure 4] This is a schematic diagram showing the output of a plan view by an information processing device according to one embodiment. [Figure 5] This is a schematic diagram showing the output of a disaster prevention equipment diagram by an information processing device according to one embodiment. [Figure 6] This is a schematic diagram showing the output of an elevation view by an information processing device according to one embodiment. [Figure 7] A schematic diagram showing the result output by the information processing apparatus of one embodiment on the electric light distribution board diagram. [Figure 8] A schematic diagram showing the result output by the information processing apparatus of one embodiment on the ventilation calculation sheet. [Figure 9] A schematic diagram showing the result output by the information processing apparatus of one embodiment on the interior finishing list. [Figure 10] A flowchart of the information processing apparatus of one embodiment.

Embodiments for Carrying Out the Invention

[0015] Hereinafter, in all the drawings, the same or corresponding parts are denoted by the same reference numerals, and redundant explanations are omitted. Also, in all the drawings, the components for explaining the present disclosure are extracted and illustrated, and other components may be omitted from illustration. Furthermore, the present disclosure is not limited to the embodiments described below.

[0016] An information processing apparatus 100 according to one aspect of the present invention includes a storage unit 150 that stores regulatory information regarding a building, an input unit 140 that receives an input of a first drawing of the entire building, a second drawing of the interior of the building, and a document regarding interior construction work, and a generation unit 161 that determines whether the information obtained from the first drawing, the second drawing, and the document regarding interior construction work satisfies the requirements of the regulatory information regarding the building, and generates the determination result information indicating the result, and an output unit 170 that outputs the determination result information.

[0017] The generation unit 161 of the information processing apparatus 100 according to one aspect may include a learning model that has learned a plurality of first drawings, second drawings, or documents regarding interior construction work, and may be characterized in that the determination result information is generated by the learning model.

[0018] The generation unit 161 of the information processing apparatus 100 according to one aspect may be characterized in that the determination result information is generated by weighting the determination result information respectively.

[0019] A second drawing of the information processing device 100 according to one embodiment may be characterized by including a floor plan or elevation drawing of the interior of a building.

[0020] An information processing method according to one embodiment may be characterized in that a computer performs a storage step of storing legal information relating to a building; an input step of receiving a first drawing of the entire building, a second drawing of the interior of the building, and documents relating to the interior work; a generation step of generating determination result information of whether the information obtained from the first drawing, the second drawing, and the documents relating to the interior work satisfies the requirements of legal information relating to a building; and an output step of outputting the determination result information.

[0021] An information processing program according to one embodiment may be characterized by providing a computer with a storage function for storing legal information relating to a building, an input function for receiving a first drawing of the entire building, a second drawing of the interior of the building, and documents relating to the interior work, a generation function for generating determination result information on whether the information obtained from the first drawing, the second drawing, and the documents relating to the interior work meets the requirements of legal information relating to a building, and an output function for outputting the determination result information.

[0022] <Overview of Information Processing Device 100> First, using Figure 1, the overall system configuration including the information processing device 100 and the basic operation flow of the present invention will be explained. Figure 1 is a system diagram showing the system configuration of the information processing device 100 according to this embodiment.

[0023] As shown in Figure 1, the system of this embodiment comprises an information processing device 100, a network 200, and an external terminal 300. First, the first drawing of the entire building, the second drawing of the interior of the building, and documents related to the interior construction are transmitted from the external terminal 300 to the information processing device 100 via the network 200. Next, the information processing device 100 analyzes each of the received drawings and documents to extract the necessary information and compares it with pre-stored legal information related to the building to determine compliance with regulations. Then, the information processing device 100 generates judgment result information indicating the judgment result and transmits it to the external terminal 300 via the network 200. The external terminal 300 displays the received judgment result information on its screen. The user can easily confirm the legal compliance of the design drawings.

[0024] The information processing device 100 is a computer system that has the function of determining compliance with regulations regarding interior design drawings of a building. The information processing device 100 is configured, for example, as a server device and is equipped with a processor, memory, storage, etc. The information processing device 100 stores legal information related to the building, receives the first drawing, the second drawing, and documents related to interior construction transmitted from the external terminal 300, determines compliance with regulations, and returns the determination result information to the external terminal 300.

[0025] Network 200 is a communication network that enables communication between the information processing device 100 and the external terminal 300. Network 200 may be implemented using the Internet, a dedicated line, a LAN (Local Area Network), a WAN (Wide Area Network), etc. Network 200 may be either a wired or wireless connection.

[0026] The external terminal 300 is a terminal device that transmits architectural design drawings and related documents to the information processing device 100, and receives and displays judgment result information. The external terminal 300 can be implemented using, for example, a personal computer (PC), tablet terminal, or smartphone used by an architect, design office, or construction company. The external terminal 300 accepts input from the user and transmits the first drawing of the entire building, the second drawing of the interior of the building, and documents related to the interior construction work to the information processing device 100. The external terminal 300 also outputs the judgment result information received from the information processing device 100 via screen display.

[0027] <Configuration of the information processing device 100> Next, the configuration of the information processing device 100 will be described using Figure 2. Figure 2 is a block diagram showing an example configuration of the information processing device 100. As shown in Figure 2, the information processing device 100 includes a communication unit 110, a ROM 120, a RAM 130, an input unit 140, a storage unit 150, an arithmetic unit 160, an output unit 170, and a display unit 180.

[0028] The communication unit 110 is a communication interface for communicating with the external terminal 300 via the network 200. The communication unit 110 receives data of the first drawing, the second drawing, and documents related to interior construction transmitted from the external terminal 300, and transmits judgment result information to the external terminal 300. The communication unit 110 is implemented by communication means such as wired LAN or wireless LAN.

[0029] ROM 120 is a read-only memory that stores programs and other data that control the basic operation of the information processing device 100. RAM 130 is an on-demand write / read memory that functions as a work area when the arithmetic unit 160 performs various processes.

[0030] The input unit 140 is an input interface that accepts input of the first drawing of the entire building, the second drawing of the building's interior, and documents related to the interior construction work. The input unit 140 may also accept data transmitted from an external terminal 300 via the communication unit 110. The input unit 140 may also accept input from an input device directly connected to the information processing device 100. The data of each drawing and document received by the input unit 140 is stored in the storage unit 150.

[0031] The first drawing refers to a design drawing that shows the overall structure and basic layout of the building. Specifically, it includes drawings that represent the building's framework and spatial configuration, but do not include information on the placement of interior fixtures, furniture, etc. The first drawing is used to grasp basic information such as the building's purpose, size, and structural type, and serves as a reference for checking the differences between it and the second drawing. For example, the first drawing may be a floor plan, elevation, section, site plan, cross-section, structural drawing, or foundation plan of the building. Furthermore, the first drawing may be image data or CAD data, as long as it is data that can be recognized as a drawing.

[0032] The second set of drawings refers to design drawings related to the interior of a building. Specifically, these are drawings that show in detail the arrangement, specifications, dimensions, etc., of furniture, equipment, finishing materials, and fixtures in the interior space. The second set of drawings provides specific information necessary for the construction of interior work and serves as reference material for determining compliance with legal regulations such as the Fire Service Act and the Building Standards Act, as well as fire compartments and evacuation routes. For example, the second set of drawings may include interior floor plans, overall ceiling plans, air conditioning equipment plans, sanitary equipment plans, electrical equipment plans, lighting equipment plans, kitchen layout plans, distribution board plans, hood fire extinguishing equipment plans, elevation drawings, furniture layout plans, and signage plans. Furthermore, the second set of drawings can be image data or CAD data, as long as the data is recognizable as a drawing.

[0033] Documents relating to interior construction work refer to documents that describe information regarding the specifications, materials used, construction methods, and compliance with regulations for interior construction work. Specifically, these are various documents that show the details of the work, material specifications, performance, confirmation items, and calculation results in text and table format. Documents relating to interior construction work, together with design drawings, are important materials for comprehensively determining compliance with regulations and include technical verification results such as the fire resistance performance of materials used, ventilation calculations, and illumination calculations. For example, documents relating to interior construction work include interior finish schedules, material usage lists, material approval applications, specifications, regulatory checklists, construction plans, ventilation calculations, illumination calculations, and fire-resistant material certificates.

[0034] The storage unit 150 is a storage device that stores various programs and data necessary for the operation of the information processing device 100. The storage unit 150 can be implemented using, for example, an HDD (Hard Disk Drive), an SSD (Solid State Drive), or flash memory. The storage unit 150 stores legal information related to buildings. The storage unit 150 also stores data of the first drawing, the second drawing, and documents related to interior construction received by the input unit 140.

[0035] Legal information concerning buildings includes standards, requirements, and restrictions based on various laws and regulations such as the Building Standards Act, the Fire Service Act, and fire prevention ordinances.

[0036] The arithmetic unit 160 is a processor that controls each part of the information processing device 100 and executes various arithmetic processes. The arithmetic unit 160 is implemented by, for example, a CPU (Central Processing Unit), a GPU (Graphics Processing Unit), etc. The arithmetic unit 160 realizes the functions of the information processing device 100 by executing various programs stored in the storage unit 150. The arithmetic unit 160 includes a generation unit 161.

[0037] The generation unit 161 has the function of determining whether the information obtained from the first drawing, the second drawing, and the documents related to the interior work meets the requirements of legal information related to the building, and generating determination result information indicating the result. The generation unit 161 analyzes the information extracted by the calculation unit 160 and determines compliance in light of the legal information stored in the storage unit 150. As a result of the determination, the generation unit 161 generates information indicating "compliant" if it is compliant, and "non-compliant" if it is not compliant. In addition, if the generation unit 161 determines that it is non-compliant, it also generates determination result information including the specific reason, the relevant articles of law, and detailed information on the parts that need to be corrected.

[0038] The generation unit 161 obtains basic information such as the building's purpose, size, and structure from the first drawing, detailed information such as the type of interior materials, equipment layout, and evacuation routes from the second drawing, and technical data such as the fire resistance performance and ventilation capacity of the materials used from documents related to the interior work. The generation unit 161 then compares this information with the standard values, restrictions, and requirements in the Building Standards Act, Fire Service Act, and other legal information stored in the storage unit 150, and individually determines whether each item conforms to the standards.

[0039] The generation unit 161 processes the data of the first drawing, the second drawing, and the documents related to the interior construction received from the input unit 140, and performs the following processing. The generation unit 161 reads each drawing data as image data or CAD data and generates drawing configuration information by extracting elements such as line segments, text, and hatching. Next, based on the extracted configuration information, it identifies components such as partition lines, fixtures, equipment, and openings, and generates attribute information such as the position coordinates, dimensions, type, material, and use of each element.

[0040] Next, the generation unit 161 compares the legal information stored in the storage unit 150 with the attribute information of each element. Specifically, the generation unit 161 identifies the parts or elements on the drawing that correspond to each standard item included in the legal information (for example, "distance from combustible materials within a fire compartment," "effective width of a passageway," "installation height of emergency exit signs," "illumination standards for lighting," etc.), and calculates their dimensional values ​​and positional relationships. Then, the generation unit 161 compares the calculated dimensional values ​​and placement information with the standard values ​​or condition values ​​defined in the legal information to determine whether the element meets the standards.

[0041] The generation unit 161 repeatedly performs this verification process on the first drawing, the second drawing, and the entire document relating to the interior work, classifying each judgment result as either "compliant" or "non-compliant." The generation unit 161 generates judgment result information corresponding to the elements determined to be non-compliant, including their location information, standard item name, judgment category, and supplementary comments. The judgment result information is generated as notes, warning marks, or comment information and transmitted to the output unit 170.

[0042] The generation unit 161 may be configured to include a learning model that has learned from multiple first drawings, second drawings, and documents related to interior construction work, and to generate judgment result information using this learning model. The learning model may be implemented by, for example, a machine learning model, a deep learning model, etc. The learning model has the function of automatically determining compliance with regulations for newly input drawings and documents by learning the correspondence between past first drawings, second drawings, and documents related to interior construction work and the judgment results of compliance with regulations. When learning from multiple first drawings, second drawings, and documents related to interior construction work, the learning model may be trained separately for each industry.

[0043] The generation unit 161 may determine the type of business (restaurant, retail store, office, etc.) of the building based on the input first drawing, second drawing, and documents relating to the interior work, and then start the judgment process by applying the legal standards corresponding to the determined type of business. This enables the information processing device 100 to make a judgment that appropriately considers legal regulations specific to the business (for example, fire safety standards for kitchen equipment in restaurants, requirements for evacuation routes in retail stores, etc.).

[0044] The learning model may include a generative AI such as a large-scale language model. The learning model equipped with the generative AI may have the function of interpreting the contents of the first drawing, the second drawing, and the documents relating to the interior work to determine compliance with regulations, and generating text information such as the reason for the determination and suggested modifications. By using the learning model, the generation unit 161 can efficiently analyze the requirements of complex legal regulations and the contents of the drawings, and generate highly accurate determination result information. Furthermore, the learning model can improve its determination accuracy by continuously learning new data, and can flexibly respond to legal revisions and the addition of new standards.

[0045] The generation unit 161 may be characterized by generating judgment result information by weighting each judgment result information. Specifically, the generation unit 161 sets different weight coefficients for multiple judgment items obtained from the first drawing, the second drawing, and documents relating to interior work, according to their importance under legal regulations, impact on safety, and difficulty of modification, and generates comprehensive judgment result information by multiplying the conformity judgment result of each judgment item by the weight coefficient. For example, by setting high weight coefficients for items directly related to human life safety, such as securing evacuation routes and installing fire compartments, and relatively low weight coefficients for items relating to design elements and minor specifications, it is possible to clarify items with high priority in determining compliance with legal regulations.

[0046] The generation unit 161 may be configured to generate non-conforming items in different colors based on the weighted judgment results, such as red for high-priority non-conforming items, yellow for moderately important non-conforming items, and blue for minor non-conforming items.

[0047] The output unit 170 is an output interface that outputs the judgment result information generated by the generation unit 161. The output unit 170 receives the judgment result information generated by the generation unit 161 and outputs it externally in an appropriate format. Output formats for the judgment result information include screen display on a display device, printing by a printer, saving as an electronic file (PDF, HTML, XML, etc.), and transmission to an external terminal 300 via the communication unit 110.

[0048] The output unit 170 may output the judgment result information in a format that overlays it on the second drawing as a note, marker, or highlight. Alternatively, the output unit 170 may output the judgment result information as a separate document in text format. The output unit 170 is configured to allow the user to easily confirm which parts of the design drawing meet the legal standards by overlaying the judgment result information on the second drawing.

[0049] The display unit 180 is a display device that displays the judgment result information output from the output unit 170 on a screen. The display unit 180 can be implemented using, for example, a liquid crystal display, an organic EL display, etc. The display unit 180 displays the judgment result information in a visually easy-to-understand manner, allowing the user to easily confirm the compliance of the design drawings with regulations.

[0050] <Examples from the first and second drawings> Figure 3(a) is a schematic diagram showing an example of the first drawing, and Figure 3(b) is a schematic diagram showing an example of the second drawing.

[0051] Figure 3(a) is a schematic diagram showing an example of the first drawing. The first drawing is a drawing that shows the state of the building before interior design is carried out, and represents the exterior shape of the tenant space and the structural framework of the building. The first drawing only shows basic structural elements such as the outer walls 10 and entrances 11, and does not include the arrangement of interior furnishings or equipment.

[0052] Figure 3(b) is a schematic diagram showing an example of the second drawing. The second drawing is based on the first drawing and reflects the interior design, and includes interior elements such as chairs 20, furniture 21, and aisles 22 within the same area. The second drawing shows the specific specifications of the interior plan.

[0053] <Judgment result information in the floor plan> As shown in Figure 4, the generation unit 161 analyzes the plan view data and compares it with pre-set judgment criteria to make a judgment for each check item and generate plan view judgment result information 400a to k.

[0054] The generation unit 161 extracts the position coordinates of the fire shutter from the plan view data and determines whether or not there are any combustible materials located within 150 mm of those coordinates. The generation unit 161 calculates the distance between the shutter thickness and its components and compares it with the slat's movable range data. If it determines that the separation distance is less than the standard value, it generates the plan view judgment result information 400a, which reads: "A separation of 160 mm from the fire shutter for combustible materials is required. Please be careful. There is a possibility that the shutter thickness may be pointed out. Since the slat thickness is approximately 40 mm, a total separation of 170 mm must be ensured."

[0055] The generation unit 161 refers to the plan drawing data and searches for the presence or absence of attribute information related to the floor rail. If it determines that attribute data such as the model number, material, or installation method of the floor rail is missing, the generation unit 161 generates "What is the floor rail for the joinery?" as the plan drawing determination result information 400b.

[0056] The generation unit 161 extracts facility information such as luggage storage areas, lockers, or luggage racks in the seating area from the floor plan data and calculates the ratio of capacity to the expected number of users. If the ratio falls below a preset threshold, or if no relevant facility information exists, the generation unit 161 generates "How are customer luggage handled?" as the floor plan judgment result information 400c.

[0057] The generation unit 161 searches the plan view data for symbols or text information indicating evacuation routes and identifies the display location of the final exit. If it determines that the final exit is not shown, the generation unit 161 generates "Please show the final exit" as the plan view determination result information 400d.

[0058] The generation unit 161 extracts customer chairs from the floor plan data. If the chair is movable rather than fixed, the generation unit 161 generates the floor plan judgment result information 400e, which reads, "It appears to be a movable high chair, but is there any risk of tipping over?"

[0059] The generation unit 161 extracts switch (SW) symbols and legend information from the plan view data. If it determines that the legend is not clearly indicated by a leader line, the generation unit 161 generates "The descriptions of various SWs should be clearly indicated by a leader line" as the plan view determination result information 400f.

[0060] The generation unit 161 obtains information on fire shutters from the floor plan data, and if it determines that the latest legal standards are not met, the generation unit 161 generates "Fire shutter (hazard prevention device inspection, descent obstruction)" as floor plan determination result information 400g.

[0061] The generation unit 161 traces the drain piping route of the wine cellar from the plan view data and confirms that the connection destination is a SUS waterproof pan. It extracts information on pipe diameter, gradient, and the installation location of the leak detector from the piping specification data. If it determines that this detailed information is not provided or that a leak detector is not installed, the generation unit 161 generates the following as the plan view determination result information 400h: "The wine cellar drain is connected to a SUS waterproof pan, but please provide details. Confirmation of the installation of a leak detector is necessary."

[0062] The generation unit 161 obtains door opening angle information from the plan view data and performs an interference check with the emergency exit lights placed in the surrounding area. If the opening angle is less than 90 degrees, or if interference with an emergency exit light is detected, the generation unit 161 generates "Emergency exit lights that require the main switchboard door to be opened to 90 degrees or more" as the plan view judgment result information 400i.

[0063] The generation unit 161 extracts the placement coordinates of equipment and machinery from the plan drawing data and determines whether relative coordinates from the grid lines are included as dimension values. If it determines that only absolute coordinates are included or that dimension notation from the grid lines is missing, the generation unit 161 generates "Indicate mounting dimensions from the grid lines" as the plan drawing determination result information 400j.

[0064] The generation unit 161 extracts the placement coordinates of fire extinguishers from the floor plan data and compares them with the placement standards based on the Fire Service Act. It calculates the installation density of fire extinguishers, walking distance, and whether or not their location is indicated in each area (seating area, kitchen, etc.). If it determines that the standards are not met or the location is not clearly indicated, the generation unit 161 generates "Please properly place and indicate the location of fire extinguishers (seating area and kitchen)" as floor plan judgment result information 400k.

[0065] <Information on the judgment results in the disaster prevention equipment diagram> Figure 5 is a schematic diagram showing the result of an information processing device 100 of one embodiment outputting judgment result information to disaster prevention equipment diagram data. As shown in Figure 5, the generation unit 161 performs a judgment and generates and outputs the judgment result information 500a to 500k of the disaster prevention equipment diagram on the disaster prevention equipment diagram.

[0066] The generation unit 161 extracts the position coordinates of the overhead cabinets and sprinklers (SP) from the fire safety equipment diagram data and calculates the separation distance between them. The generation unit 161 refers to the placement data of the pendant lighting fixtures and calculates the distance between the lighting fixtures and the SP. The generation unit 161 determines whether the calculated separation distance meets the standard value of 300 mm stipulated by the Fire Service Act. If it is less than the standard value, the generation unit 161 generates the following as the judgment result information 500a for the fire safety equipment diagram: "A separation of 300 mm is required between the overhead cabinets and the SP, but is the distance to the pendant sufficient?"

[0067] The generation unit 161 extracts the placement coordinates of emergency lighting fixtures 520 and other equipment from the disaster prevention equipment diagram data and checks the status of the warning circle 510 centered on each piece of equipment. The radius of the warning circle 510 is obtained from a database of effective ranges that is set in advance for each type of equipment. If it is determined that the illustration of the warning circle 510 for each piece of equipment is missing, the generation unit 161 generates the following as the judgment result information 500b for the disaster prevention equipment diagram: "The warning circle and radius of the emergency lighting should also be indicated.", "The warning circle of the emergency broadcast speaker and the warning circle of the emergency lighting (the size changes depending on the mounting height) should be clearly indicated by color coding.", or "The warning circle and radius of the emergency lighting should also be indicated. The kitchen should be of the WP type."

[0068] The generation unit 161 obtains information about filters located within the kitchen area from the disaster prevention equipment diagram data. If it determines that external connection information for the RA (ventilation) equipment corresponding to the kitchen area is missing, the generation unit 161 generates the following as the determination result information 500c of the disaster prevention equipment diagram: "The filters will get dirty with oil, so please place the RA outside the kitchen."

[0069] The generation unit 161 extracts the placement coordinates and attribute information of disaster prevention equipment from the disaster prevention equipment diagram data and checks whether the quantity for each type of equipment is listed. If the quantity is not listed, the generation unit 161 generates the disaster prevention equipment diagram judgment result information 500d, which includes "the quantity of disaster prevention equipment listed on the right side, original number, relocated number, added number, removed number, and total number."

[0070] <Information on the judgment result in the elevation drawing> Figure 6 is a schematic diagram showing the output of an elevation view by an information processing device 100 according to one embodiment. As shown in Figure 6, the generation unit 161 generates elevation view determination result information 600a to g on the elevation view.

[0071] The generation unit 161 checks the status of creating the unfolded drawings from the elevation drawing data. For each wall surface, it determines whether unfolded drawings have been created for all surfaces, whether the door thickness and door code of the kitchen door are clearly indicated, whether the specifications of the kitchen door are appropriately specified as a fire door, and whether the furniture layout is consistent. If it determines that this information is insufficient or unclear, the generation unit 161 generates the elevation drawing judgment result information 600a, which states, "Please create unfolded drawings for all surfaces. In particular, the unfolded drawings of the kitchen should include kitchen equipment and water heaters / hood fire extinguishing boxes."

[0072] The generation unit 161 extracts the placement coordinates of various equipment (air conditioning equipment, ventilation equipment, etc.) from the elevation drawing data and obtains the position information of the operating switches associated with those equipment. It determines whether detailed information such as the height coordinates of the switches and the distance from the wall surface is included. If this information is insufficient, the generation unit 161 generates the evaluation result information 600b for the elevation drawing, which states, "Please indicate the position and height of the operating switches for various equipment on the drawing."

[0073] The generation unit 161 extracts the placement coordinates of each switch from the elevation drawing data and determines whether the installation height falls within the range specified by building regulations (H800 to H1500 or less). It compares the height coordinate value of each switch with the standard value, and if a switch that deviates from the standard value is detected, or if there is no description of a switch, it generates the judgment result information 600c for the elevation drawing, which reads, "Please install each switch (SS / smoke exhaust) within a height of H800 to H1500."

[0074] The generation unit 161 extracts route data for equipment elements such as wiring, piping, and ducts from the elevation drawing data and determines whether detailed information (line type, size, material, etc.) for each element is indicated on the drawing. If it determines that the information is insufficient, the generation unit 161 generates "Please indicate in the detailed drawing" as the elevation drawing determination result information 600d.

[0075] The generation unit 161 extracts the placement coordinates and size information of the luggage hooks 610 from the elevation drawing data and compares them with the expected weight and size of the luggage. If the size of the installed luggage hooks 610 is too small for its intended use, the generation unit 161 generates "The luggage hooks are too small" as the evaluation result information 600e for the elevation drawing.

[0076] The generation unit 161 extracts material information for each wall surface from the elevation drawing data. For each wall surface, it calculates the fire resistance rating, the type of combustible material that can be used, and the thickness limit, and determines whether this information is clearly indicated on the drawing. If there is insufficient information regarding fire resistance performance, the generation unit 161 generates the evaluation result information 600f for the elevation drawing, which states "The thickness of the combustible material layer for fire resistance verification is indicated for each wall surface (see attached document)."

[0077] The generation unit 161 extracts the coordinates of the outlet locations from the elevation drawing data and determines whether or not there is annotation information indicating the height position. If waterproofing-related equipment (faucets, sinks, etc.) is located near the outlets, it determines the necessity of waterproofing specifications. If it determines that the height is not specified or that the waterproofing specifications are not specified, the generation unit 161 generates the elevation drawing judgment result information 600g as "Each outlet installation height must be specified. No waterproofing or anti-loosening indications are provided."

[0078] <Information on the judgment result in the lighting distribution panel diagram> As shown in Figure 7, the generation unit 161 analyzes the lighting distribution board diagram data and compares it with pre-set judgment criteria to make a judgment for each check item and generate judgment result information 700a to d for the lighting distribution board diagram.

[0079] The generation unit 161 extracts whether or not an ELCB (Earth Leakage Circuit Breaker) is present from the lighting distribution board diagram data. If it determines that the latest specification changes regarding the ELCB are not reflected in the drawing, or that the notes on the changes are missing, the generation unit 161 generates "Change to include an ELCB" as the determination result information 700a for the lighting distribution board diagram.

[0080] The generation unit 161 extracts the load capacity of each circuit from the lighting distribution board diagram data and aggregates the rated power of the equipment connected to the hood fire extinguishing system or cut signal system. Furthermore, it obtains the specification information of the voltage-free contact and determines whether the cut signal circuit of the hood fire extinguishing system is properly designed. If there is a defect in the circuit configuration or insufficient description of the signal specifications, it generates "Cut signal from hood fire extinguishing board (voltage-free contact)" as the determination result information 700b of the lighting distribution board diagram.

[0081] The generation unit 161 extracts the rated sensitivity current value of the ELB (Earth Leakage Breaker) for each circuit from the lighting distribution board diagram data. It compares the set value with a reference value of 50mA for the main circuit and 15mA for the branch circuits to determine if the set value matches the reference. If a set value different from the reference value is detected, or if the rated sensitivity current is not listed, the generation unit 161 generates the judgment result information 700c for the lighting distribution board diagram, which states, "Please set the main circuit ELB sensitivity to 50mA and the branch circuit ELB sensitivity to 15mA."

[0082] The generation unit 161 extracts the placement information of the service entrance panel and distribution panel from the lighting distribution panel diagram data and determines whether the installation location is within or outside the foundation structure. It compares the placement coordinate data with the building foundation data and verifies whether a note to that effect is indicated on the drawing if the service entrance panel is installed within the foundation. If the fact of installation within the foundation is not clearly indicated, the generation unit 161 generates the judgment result information 700d for the lighting distribution panel diagram, which reads, "The capacity must be within the handover standards. Please indicate this."

[0083] The generation unit 161 extracts capacity information (VA value) for each circuit from the lighting distribution board diagram data. For circuits designed as backup circuits, it checks whether the capacity is listed and determines whether a capacity of 20VA or more is specified. If the capacity of a backup circuit is missing or less than 20VA, the generation unit 161 generates "Please list 20VA" as the judgment result information 700e for the lighting distribution board diagram.

[0084] <Information on the judgment results in the ventilation calculation report> Figure 8 is a schematic diagram showing the output of a ventilation calculation sheet by an information processing device 100 of one embodiment. As shown in Figure 8, the generation unit 161 analyzes the ventilation calculation sheet data and generates judgment result information 800a to d on the ventilation calculation sheet.

[0085] The generation unit 161 extracts the kitchen exhaust airflow calculation results from the ventilation calculation sheet data and determines whether they conform to the kitchen ventilation design standards. If the calculation results meet the requirements, it generates "OK" as the judgment result information 800a for the Kanke calculation sheet and generates a circle mark as the judgment result information 800b for the ventilation calculation sheet.

[0086] The generation unit 161 extracts information from the ventilation calculation data for the EA (exhaust port) general ventilation port list and the SOA / XSOA supply port list, and determines compliance with the ventilation design standards. If the calculation results meet the requirements, the generation unit 161 generates "OK" as the judgment result information 800c of the ventilation calculation report and "OK" as the judgment result information 800d of the ventilation calculation report.

[0087] <Information on the judgment results in the interior finishing schedule> Figure 9 is a schematic diagram showing the output of an interior finishing schedule by an information processing device according to one embodiment. As shown in Figure 9, the generation unit 161 analyzes the interior finishing schedule data, compares it with pre-set judgment criteria, makes a judgment for each check item, and generates judgment result information 900a to c on the interior finishing schedule.

[0088] The generation unit 161 extracts finishing material information for each room name (facade, hall, kitchen, etc.) from the interior finishing schedule data, specifically for floors, baseboards, walls, ceilings, and notes. For each finishing material, it obtains detailed data such as material type, specifications, and construction method, and determines whether this information conforms to environmental and safety standards related to CSR (Coefficient of Slip Resistance). If the CSR value is not indicated on the drawing, the generation unit 161 generates "CSR value not indicated, please indicate it" as the judgment result information 900a for the interior finishing schedule.

[0089] The generation unit 161 extracts a list of finishing materials for each room from the interior finishing schedule data and collects information such as the type, quantity, and manufacturer of the materials used. If an unapproved material or a material with unclear specifications is detected, the generation unit 161 generates "Confirmation of long material" as the judgment result information 900b for the interior finishing schedule.

[0090] The generation unit 161 extracts information on the finishing materials for the ceiling of each room from the interior finishing schedule data and determines whether the materials used meet the legal requirements of the Building Standards Act and other relevant laws. If it determines that the materials do not conform to the regulations regarding the restrictions on non-combustible materials for interior floors, walls, and ceilings, or that the description is unclear, the generation unit 161 generates the following as the judgment result information 900c for the interior finishing schedule: "Interior finishes must be non-combustible for both the base and the finish. The finishing schedule must include detailed drawings of all parts from the base to the finish, and various certification numbers must be entered. [Revised Guidelines Part 3, Section 2, 11.5.3]".

[0091] Figure 10 is a flowchart showing the process flow in which the generation unit 161 generates the judgment result information. Each step shown in Figure 10 will be explained below.

[0092] The input unit 140 accepts input of the first drawing, the second drawing, and documents related to interior work (step S1). Specifically, the input unit 140 receives various document data in digital format, including first drawing data, second drawing data, documents related to interior work, specification data, interior finish schedule data, etc. The input document data includes floor plans, elevations, lighting distribution panel diagrams, ventilation calculation sheets, interior finish schedules, etc.

[0093] The generation unit 161 determines whether the information obtained from the first drawing, the second drawing, and the documents relating to the interior work meets the requirements of the building regulations and generates determination result information (step S2). Specifically, the generation unit 161 analyzes the input first drawing, the second drawing, and the documents relating to the interior work. The generation unit 161 compares and calculates various parameters (dimensions, separation distance, capacity, material, etc.) extracted from the document data with the building regulations and evaluates the conformity. If the evaluation results in items that do not meet the regulations requirements being detected, the generation unit 161 generates determination result information for those items. The determination result information includes identification of non-conforming areas, improvement suggestions, and relevant legal provisions to be referenced.

[0094] The output unit 170 outputs the judgment result information (step S3). Specifically, the output unit 170 provides the judgment result information generated by the generation unit 161 to the user by displaying it on a display device, printing it with a printer, or saving it as an electronic file. The judgment result information is output in a format that is superimposed on the design drawing as notes or markings, as shown in Figures 4 to 9, or in a separate report format. Based on the output judgment result information, designers and contractors can easily identify design defects and areas that do not comply with regulations, and make appropriate corrections. [Explanation of Symbols]

[0095] 10 Peripheral wall 11 Entrance / exit 20 chairs 21 Fixtures 22 aisles 100 Information Processing Devices 110 Communications Department 120 ROM 130 RAM 140 Input section 150 Storage section 160 Arithmetic section 161 Generation part 170 Output section 180 Display section 200 Networks 300 External terminals 400 Floor plan judgment result information 500 Disaster Prevention Equipment Diagram Judgment Result Information 510 Warning Circle 520 Emergency lighting equipment 600 Elevation drawing judgment result information 610 Luggage Hooks 700 Lighting Distribution Panel Diagram Judgment Result Information 800 Ventilation Calculation Report Judgment Result Information 900 Interior Finishing Schedule Judgment Results Information

Claims

1. A memory unit that stores legal information related to buildings, An input unit that accepts input of a first drawing of the entire building showing the exterior shape and structural framework of the tenant spaces of the building, a second drawing showing the arrangement of furniture and equipment in the interior space of the building, and documents related to interior construction work, A generation unit that obtains basic information including the structure of the building from the first drawing, obtains detailed information including the types of interior materials and the arrangement of equipment from the second drawing, obtains technical data including the fire resistance performance of the materials used from the documents relating to the interior work, and determines whether the requirements of the building's legal information are met by comparing the basic information, detailed information, and technical data with the building's legal information, and generates determination result information showing the result, An output unit that outputs the aforementioned determination result information, An information processing device equipped with the following features.

2. The information processing device according to claim 1, wherein the generation unit includes a learning model that has learned a plurality of first drawings, second drawings, or documents relating to interior construction work, and generates the determination result information using the learning model.

3. The information processing apparatus according to claim 1, characterized in that the generation unit generates the determination result information by weighting each of the determination result information.

4. The information processing apparatus according to claim 1, characterized in that the second drawing includes a floor plan or elevation drawing of the interior of a building.

5. Computers A memory step for memorizing legal information related to buildings, An input step that accepts input of a first drawing of the entire building showing the exterior shape and structural framework of the tenant spaces of the building, a second drawing showing the arrangement of furniture and equipment in the interior space of the building, and documents related to interior construction work. A generation step which involves obtaining basic information including the structure of the building from the first drawing, obtaining detailed information including the types of interior materials and the arrangement of equipment from the second drawing, obtaining technical data including the fire resistance performance of the materials used from the documents relating to the interior work, comparing the basic information, detailed information and technical data with the legal information relating to the building to determine whether or not the requirements of the legal information relating to the building are met, and generating determination result information showing the result, An output step that outputs the aforementioned determination result information, An information processing method that performs the following.

6. On the computer, A memory function that stores legal information related to buildings, An input function that accepts input of a first drawing of the entire building showing the exterior shape and structural framework of the tenant spaces of the building, a second drawing showing the arrangement of furniture and equipment in the interior space of the building, and documents related to interior construction work. A generation function that obtains basic information including the structure of the building from the first drawing, obtains detailed information including the types of interior materials and the arrangement of equipment from the second drawing, obtains technical data including the fire resistance performance of the materials used from the documents relating to the interior work, and determines whether the requirements of the building's legal information are met by comparing the basic information, detailed information, and technical data with the building's legal information, and generates determination result information showing the result, An output function that outputs the aforementioned judgment result information, An information processing program that makes this possible.

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