Multi-type smart report generation method based on non-standard special-shaped pipe model

By loading the three-dimensional model of non-standard special-shaped pipelines and using the enterprise knowledge case library to generate multi-type smart reports, the complex statistics of non-standard special-shaped pipelines, pipe fittings, and support hangers in metallurgical engineering is solved, and efficient and accurate report generation is achieved.

WO2025138633A1PCT designated stage expired Publication Date: 2025-07-03WISDRI ENG & RES INC LTD
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Patent Information

Application Number
PCT/CN2024/099536
Authority / Receiving Office
WO · WO
Patent Type
Applications
Current Assignee / Owner
Priority Date
2023-12-26
Filing Date
2024-06-17
Publication Date
2025-07-03

AI Technical Summary

Technical Problem

In the prior art, the specifications, attributes, classification statistics of non-standard special-shaped pipelines, pipe fittings, and support hangers in metallurgical engineering design and renovation projects are complicated, low efficiency and prone to errors, and cannot be quickly screened or merged, and manual filling is caused by inconsistent reports.

Method used

By loading the three-dimensional model of non-standard special-shaped pipelines, extracting the pipeline pipeline code, using the enterprise knowledge case library to calculate text similarity, automatically retrieve report templates, and generating multiple types of non-standard special-shaped pipeline reports, including materials, grades and support bracket reports, performing previews and adaptability inspections, realizing standardization, standardization, and automated statistics.

Benefits of technology

The standardization, standardization and automation generation of non-standard special-shaped pipeline materials, grades and support hangers reports is realized, which improves statistical efficiency, reduces manual errors, and ensures the consistency and integrity of the reports.

✦ Generated by Eureka AI based on patent content.

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Abstract

A multi-type smart report generation method based on a non-standard special-shaped pipe model, comprising: loading a non-standard special-shaped pipe three-dimensional BIM model, and extracting a pipe code of a special-shaped pipe from the non-standard special-shaped pipe three-dimensional BIM model; recommending a corresponding report template by means of similarity calculation and comparison between different field bits in the pipe code and data in an enterprise knowledge case library; and respectively extracting information such as key attributes, materials, categories, standards, specifications and grades of a pipe, a pipe fitting, and a support and hanger from the non-standard BIM model, and respectively collecting statistics about the information and filling in corresponding reports. The present invention can realize standardized, normalized and automatic statistical generation of a non-standard pipe material report, a pipe grade report, a support and hanger report and the like, and also can perform screening, merging, classified statistics and the like again on the basis of subsequent requirements.
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Description

A multi-type intelligent report generation method based on non-standard special-shaped pipeline models Technical Field

[0001] The present invention relates to the field of databases, and in particular to a method for generating multi-type intelligent reports based on non-standard special-shaped pipeline models. Background Art

[0002] Because metallurgical engineering design and renovation projects require flexible adjustments based on different working conditions, input conditions, and actual on-site needs, a variety of non-standard, special-shaped pipes, fittings, supports, and hangers are required within confined spaces. These pipes, fittings, and hangers all have unique specifications, attributes, classifications, and statistics. Conventional statistical methods require users to manually select, classify, and fill in different report templates based on their work experience. This process is complex, inefficient, and prone to errors. Furthermore, the differences in wording and order caused by manual entry make it impossible to quickly screen and consolidate statistics for the same type of components. Therefore, a multi-type intelligent report generation method based on non-standard, special-shaped pipe models is urgently needed to address the problems in existing technologies.

[0003] Summary of the Invention

[0004] In view of the above problems, the present invention is proposed to provide a method for generating multi-type intelligent reports based on non-standard special-shaped pipeline models, which overcomes the above problems or at least partially solves the above problems.

[0005] In order to solve the above technical problems, the embodiments of the present application disclose the following technical solutions:

[0006] A method for generating multi-type intelligent reports based on non-standard special-shaped pipeline models, comprising:

[0007] S100. Load the non-standard shaped pipe 3D model, extract the shaped pipe line code in the non-standard shaped pipe 3D model, and bring the shaped pipe line code into the enterprise knowledge case library for query;

[0008] S200. The enterprise knowledge case library performs text similarity calculation based on the special-shaped pipeline code, obtains the required multi-type non-standard special-shaped pipeline report based on the calculation results, and automatically retrieves the multi-type report template based on the required multi-type non-standard special-shaped pipeline report;

[0009] S300. Generate the required multi-type non-standard shaped pipeline report based on the preset generation rules of the multi-type report template and the multi-type non-standard shaped pipeline report;

[0010] S400. Preview and check the adaptability of the generated multi-type non-standard special-shaped pipeline report, and update the generated multi-type non-standard special-shaped pipeline report.

[0011] Furthermore, in S200, the required multi-type non-standard special-shaped pipe reports are obtained based on the calculation results. The multi-type non-standard special-shaped pipe reports include at least: non-standard special-shaped pipe material report, non-standard special-shaped pipe grade report and non-standard special-shaped pipe support and hanger report.

[0012] Furthermore, in S300, based on calling multiple types of report templates and preset generation rules for multiple types of non-standard special-shaped pipe reports, the required multiple types of non-standard special-shaped pipe reports are generated; when the report template is a non-standard special-shaped pipe material report template, the non-standard special-shaped pipe material report generation rule is: based on the current non-standard special-shaped pipe specification attributes, special material classification, measurement information and other remarks information, the required non-standard special-shaped pipe material report is generated.

[0013] Furthermore, based on the current non-standard special-shaped pipe specification attributes, specifically: the attributes of the rectangular pipe include: name, length × width, length L, wall thickness δ; the elbow attributes include: name, angle, length × width, bending radius R, wall thickness; the reducer attributes include: name, length × width before reduction, length × width after reduction, length L, wall thickness δ.

[0014] Furthermore, in S300, based on calling multiple types of report templates and preset generation rules for multiple types of non-standard and special-shaped pipe reports, the required multiple types of non-standard and special-shaped pipe reports are generated; when the report template is a non-standard and special-shaped pipe grade report, the non-standard and special-shaped pipe grade table generation rules are as follows: according to the preset pipe grade table rules, the pressure grade, wall thickness grade, material, standard number, connection form, and port form key characteristics of pipes, elbows, tees, reducers, pipe caps, flanges, valves and other components in the current grade library in the model are read respectively, and components of the same type and with the same attributes are merged into the same type according to the diameter; at the same time, the specification ranges and actual connection forms of all specifications of main / branch pipes in the model are read, and a branch pipe table adapted to the model is automatically drawn.

[0015] Furthermore, the specification ranges and actual connection forms of all main / branch pipes in the model are read, and a branch pipe table adapted to the model is automatically drawn. The actual connection forms include at least: socket-welded tees, socket-welded half-pipe joints, welded tees, welded branches, and welded branches with reinforcement plates. If the branch pipe specifications are not involved in the model, the grade library is searched first to see if there are tee components. If so, the tee connection form is selected first. If not, the historical case library is searched and other connection forms such as welded branches are selected.

[0016] Furthermore, in S300, based on the retrieval of multiple types of report templates and the preset generation rules of multiple types of non-standard and special-shaped pipe reports, the required multiple types of non-standard and special-shaped pipe reports are generated; when the report template is a non-standard and special-shaped pipe support and hanger report, the generation rules of the non-standard and special-shaped pipe support and hanger report are as follows: based on the geometric characteristics of the bracket model combined with the characteristics of the pipeline medium thereon, intelligently match and identify the support and hanger type from the enterprise knowledge case library and call the corresponding HZ / DZ / GZ / QZ / TD / PD code, and append a serial number after the code to uniformly encode the bracket and generate a unique identification code for each bracket; then read the specifications and position information of all brackets, merge the brackets of the same type according to the pipeline medium and specifications, and automatically fill in the intelligently retrieved support and hanger table template to generate a non-standard and special-shaped pipe support and hanger report.

[0017] Furthermore, in S400, the generated multi-type non-standard special-shaped pipeline reports are previewed and checked for adaptability. The specific inspection method includes: calling the standard evaluation indicators in the knowledge base, combining with the form comparison of similar projects, and checking the data integrity of multi-type smart reports; if the adaptability check fails, reselect the template, batch export and modify, or call the template again through keyword matching until the inspection passes, and automatically print and distribute the multi-type smart reports.

[0018] Furthermore, the non-standard special-shaped pipeline data added by the user is fed back to the enterprise knowledge base as new historical data, and the enterprise knowledge base is updated in real time.

[0019] The present invention also discloses an electronic device, comprising:

[0020] a memory for storing instructions executable by the processor;

[0021] A processor, configured to execute the instructions to implement a multi-type intelligent report generation method based on a non-standard special-shaped pipeline model as described in any one of claims 1-9.

[0022] The beneficial effects of the above technical solutions provided by the embodiments of the present invention include at least:

[0023] The present invention discloses a multi-type intelligent report generation method based on a non-standard special-shaped pipeline model, comprising: loading a non-standard special-shaped pipeline three-dimensional BIM model, extracting the pipeline code of the special-shaped pipeline in the non-standard special-shaped pipeline three-dimensional BIM model; recommending a corresponding report template by calculating and comparing the similarity between different field positions in the pipeline code and data in the enterprise knowledge case library; extracting the key attributes, materials, classifications, standards, specifications, grades and other information of pipelines, pipe fittings and supports and hangers in the non-standard BIM model respectively, classifying and counting them and filling in the corresponding reports, which can realize the standardized, normalized and automated statistical generation of non-standard pipeline material reports, pipeline grade tables and support and hanger tables, and can also be screened, merged, classified and counted again according to subsequent needs.

[0024] The technical solution of the present invention is further described in detail below through the accompanying drawings and embodiments. BRIEF DESCRIPTION OF THE DRAWINGS

[0025] The accompanying drawings are used to provide a further understanding of the present invention and constitute a part of the specification. Together with the embodiments of the present invention, they are used to explain the present invention and do not constitute a limitation of the present invention. In the accompanying drawings:

[0026] FIG1 is a flow chart of a method for generating multi-type intelligent reports based on a non-standard special-shaped pipeline model in Example 1 of the present invention. DETAILED DESCRIPTION

[0027] In view of the above problems, the present invention is proposed to provide a method for generating multi-type intelligent reports based on non-standard special-shaped pipeline models, which overcomes the above problems or at least partially solves the above problems.

[0028] In order to solve the above technical problems, the embodiments of the present application disclose the following technical solutions:

[0029] A method for generating multi-type intelligent reports based on non-standard special-shaped pipeline models, comprising:

[0030] S100. Load the non-standard shaped pipe 3D model, extract the shaped pipe line code in the non-standard shaped pipe 3D model, and bring the shaped pipe line code into the enterprise knowledge case library for query;

[0031] S200. The enterprise knowledge case library performs text similarity calculation based on the special-shaped pipeline code, obtains the required multi-type non-standard special-shaped pipeline report based on the calculation results, and automatically retrieves the multi-type report template based on the required multi-type non-standard special-shaped pipeline report;

[0032] S300. Generate the required multi-type non-standard shaped pipeline report based on the preset generation rules of the multi-type report template and the multi-type non-standard shaped pipeline report;

[0033] S400. Preview and check the adaptability of the generated multi-type non-standard special-shaped pipeline report, and update the generated multi-type non-standard special-shaped pipeline report.

[0034] Furthermore, in S200, the required multi-type non-standard special-shaped pipe reports are obtained based on the calculation results. The multi-type non-standard special-shaped pipe reports include at least: non-standard special-shaped pipe material report, non-standard special-shaped pipe grade report and non-standard special-shaped pipe support and hanger report.

[0035] Furthermore, in S300, based on calling multiple types of report templates and preset generation rules for multiple types of non-standard special-shaped pipe reports, the required multiple types of non-standard special-shaped pipe reports are generated; when the report template is a non-standard special-shaped pipe material report template, the non-standard special-shaped pipe material report generation rule is: based on the current non-standard special-shaped pipe specification attributes, special material classification, measurement information and other remarks information, the required non-standard special-shaped pipe material report is generated.

[0036] Furthermore, based on the current non-standard special-shaped pipe specification attributes, specifically: the attributes of the rectangular pipe include: name, length × width, length L, wall thickness δ; the elbow attributes include: name, angle, length × width, bending radius R, wall thickness; the reducer attributes include: name, length × width before reduction, length × width after reduction, length L, wall thickness δ.

[0037] Furthermore, in S300, based on calling multiple types of report templates and preset generation rules for multiple types of non-standard and special-shaped pipe reports, the required multiple types of non-standard and special-shaped pipe reports are generated; when the report template is a non-standard and special-shaped pipe grade report, the non-standard and special-shaped pipe grade table generation rules are as follows: according to the preset pipe grade table rules, the pressure grade, wall thickness grade, material, standard number, connection form, and port form key characteristics of pipes, elbows, tees, reducers, pipe caps, flanges, valves and other components in the current grade library in the model are read respectively, and components of the same type and with the same attributes are merged into the same type according to the diameter; at the same time, the specification ranges and actual connection forms of all specifications of main / branch pipes in the model are read, and a branch pipe table adapted to the model is automatically drawn.

[0038] Furthermore, the specification ranges and actual connection forms of all main / branch pipes in the model are read, and a branch table adapted to the model is automatically drawn. The actual connection forms include at least: socket weld tees, socket weld half-pipe joints, welded tees, welded branches, and welded branches with reinforcement plates. If the branch specifications are not included in the model, the system first searches the grade library to see if there are tee components. If so, the tee connection form is selected first. If not, the historical case library is searched and other connection forms such as welded branches are selected.

[0039] Furthermore, in S300, based on the retrieval of multiple types of report templates and the preset generation rules of multiple types of non-standard and special-shaped pipe reports, the required multiple types of non-standard and special-shaped pipe reports are generated; when the report template is a non-standard and special-shaped pipe support and hanger report, the generation rules of the non-standard and special-shaped pipe support and hanger report are as follows: based on the geometric characteristics of the bracket model combined with the characteristics of the pipeline medium thereon, intelligently match and identify the support and hanger type from the enterprise knowledge case library and call the corresponding HZ / DZ / GZ / QZ / TD / PD code, and append a serial number after the code to uniformly encode the bracket and generate a unique identification code for each bracket; then read the specifications and position information of all brackets, merge the brackets of the same type according to the pipeline medium and specifications, and automatically fill in the intelligently retrieved support and hanger table template to generate a non-standard and special-shaped pipe support and hanger report.

[0040] Furthermore, in S400, the generated multi-type non-standard special-shaped pipeline reports are previewed and checked for adaptability. The specific inspection method includes: calling the standard evaluation indicators in the knowledge base, combining with the form comparison of similar projects, and checking the data integrity of multi-type smart reports; if the adaptability check fails, reselect the template, batch export and modify, or call the template again through keyword matching until the inspection passes, and automatically print and distribute the multi-type smart reports.

[0041] Furthermore, the non-standard special-shaped pipeline data added by the user is fed back to the enterprise knowledge base as new historical data, and the enterprise knowledge base is updated in real time.

[0042] The present invention also discloses an electronic device, comprising:

[0043] a memory for storing instructions executable by the processor;

[0044] A processor, configured to execute the instructions to implement a multi-type intelligent report generation method based on a non-standard special-shaped pipeline model as described in any one of claims 1-9.

[0045] The beneficial effects of the above technical solutions provided by the embodiments of the present invention include at least:

[0046] The present invention discloses a multi-type intelligent report generation method based on a non-standard special-shaped pipeline model, comprising: loading a non-standard special-shaped pipeline three-dimensional BIM model, extracting the pipeline code of the special-shaped pipeline in the non-standard special-shaped pipeline three-dimensional BIM model; recommending a corresponding report template by calculating and comparing the similarity between different field positions in the pipeline code and data in the enterprise knowledge case library; extracting the key attributes, materials, classifications, standards, specifications, grades and other information of pipelines, pipe fittings and supports and hangers in the non-standard BIM model respectively, classifying and counting them and filling in the corresponding reports, which can realize the standardized, normalized and automated statistical generation of non-standard pipeline material reports, pipeline grade tables and support and hanger tables, and can also be screened, merged, classified and counted again according to subsequent needs.

[0047] The technical solution of the present invention is further described in detail below through the accompanying drawings and embodiments.

[0048] BRIEF DESCRIPTION OF THE DRAWINGS

[0049] The accompanying drawings are used to provide a further understanding of the present invention and constitute a part of the specification. Together with the embodiments of the present invention, they are used to explain the present invention and do not constitute a limitation of the present invention. In the accompanying drawings:

[0050] FIG1 is a flow chart of a method for generating multi-type intelligent reports based on a non-standard special-shaped pipeline model in Example 1 of the present invention.

[0051] DETAILED DESCRIPTION

[0052] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the accompanying drawings, it should be understood that the present disclosure can be implemented in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided to enable a more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0053] In order to solve the problems existing in the prior art, an embodiment of the present invention provides a multi-type intelligent report generation method based on a non-standard special-shaped pipeline model.

[0054] Example 1

[0055] This embodiment discloses a method for generating multi-type intelligent reports based on non-standard special-shaped pipeline models, as shown in Figure 1, including:

[0056] S100. Load a non-standard special-shaped pipe three-dimensional model, extract the special-shaped pipe line code in the non-standard special-shaped pipe three-dimensional model, and bring the special-shaped pipe line code into the enterprise knowledge case library for query; wherein, the non-standard special-shaped pipe three-dimensional model refers to a pipe whose shape, size, material and other parameters do not meet the standard requirements during the design or manufacturing process and requires customized design and manufacturing.

[0057] S200. The enterprise knowledge case library performs text similarity calculation based on the pipeline code of the special-shaped pipeline, obtains the required multi-type non-standard special-shaped pipeline report based on the calculation result, and automatically calls the multi-type report template based on the required multi-type non-standard special-shaped pipeline report; in S200 of this embodiment, the required multi-type non-standard special-shaped pipeline report is obtained based on the calculation result, and the multi-type non-standard special-shaped pipeline report includes at least: a non-standard special-shaped pipeline material report, a non-standard special-shaped pipeline grade report and a non-standard special-shaped pipeline support and hanger report.

[0058] The pipeline material report is a form that records pipeline material information, usually including the following contents:

[0059] Material name: List the names of various materials used in the pipeline, such as carbon steel pipe, stainless steel pipe, plastic pipe, steel-lined plastic pipe, etc.

[0060] Specifications and dimensions: List the specifications and dimensions of the pipe, including pipe diameter, length, wall thickness, length × width, etc.

[0061] Quality standards: List the quality standards of pipeline materials, such as material, mechanical properties, chemical composition, etc.

[0062] Manufacturer: List the manufacturer or supplier information of the piping material.

[0063] Quantity: List the quantity of piping materials, including the quantity of piping materials of various specifications and types.

[0064] Purpose: List the purpose of the pipeline material, such as the type of medium it is used to transport, connecting or bypass pipelines, etc.

[0065] Other information: Other relevant information can be added as needed, such as price, inventory, etc.

[0066] The pipeline grade report is a form that records pipeline grade information, which usually includes the following contents:

[0067] Pipeline grade code: Lists the pipeline grade code, consisting of two English letters and one or two numbers. The first English letter indicates the material, the middle number indicates the pressure level, and the last English letter indicates the sequence number.

[0068] Material: List the material of the pipe, such as cast iron, carbon steel, ordinary low alloy steel, alloy steel, stainless acid-resistant steel, non-ferrous metals, non-metals, etc.

[0069] Pressure level: List the pressure level of the pipeline, such as 0.6MPa, 1.0MPa, 1.6MPa, etc.

[0070] Sequence number: List the sequence numbers of the pipelines, indicating the order in which the pipelines are arranged in the project.

[0071] Design Pressure: Lists the design pressure of the pipeline, which is the pressure the pipeline is subjected to during normal operation.

[0072] Design Temperature: Lists the design temperature of the pipeline, which is the temperature of the pipeline during normal operation.

[0073] Corrosion Allowance: Lists the corrosion allowance of the pipeline, which is the thickness lost by the pipeline due to corrosion during use.

[0074] Nominal Diameter: Lists the nominal diameter of the pipe, which is the standard diameter size of the pipe.

[0075] Specifications and models: List the specifications and models of the pipeline, that is, the specific specifications and dimensions of the pipeline.

[0076] Standard number: List the standard number of the pipeline, that is, the standard specification or reference specification followed by the pipeline.

[0077] The pipe support and hanger report is a form that records pipe support and hanger information, usually including the following contents:

[0078] Pipe support and hanger number: List the pipe support and hanger number, consisting of numbers or letters.

[0079] Installation location: List the installation locations of pipe supports and hangers, including horizontal sections, vertical sections, elbows, and other locations.

[0080] Type: List the types of pipe supports and hangers, such as fixed supports, guide supports, spring supports, etc.

[0081] Material: List the material of the pipe supports, such as carbon steel, stainless steel, etc.

[0082] Design load: List the design load of the pipe support and hanger, that is, the maximum load that the support and hanger can bear.

[0083] Installation method: List the installation methods of pipe supports and hangers, such as welding, bolt connection, etc.

[0084] Offset: Lists the offset of the pipe supports and hangers, that is, the offset of the supports and hangers in the vertical and horizontal directions.

[0085] Adjustment range: List the adjustment range of the pipe supports and hangers, that is, the maximum range in which the supports and hangers can be adjusted.

[0086] Other information: Other relevant information can be added as needed, such as manufacturer, installation date, etc.

[0087] S300. Generate the required multi-type non-standard shaped pipeline report based on the preset generation rules of the multi-type report template and the multi-type non-standard shaped pipeline report;

[0088] In S300 of this embodiment, the required multi-type non-standard shaped pipe report is generated based on the retrieval of multiple report templates and the preset generation rules for multiple non-standard shaped pipe reports. When the report template is a non-standard shaped pipe material report template, the non-standard shaped pipe material report generation rules are as follows: based on the current non-standard shaped pipe specification attributes, special material classification, measurement information, and other notes, the required non-standard shaped pipe material report is generated. Based on the current non-standard shaped pipe specification attributes, specifically: rectangular pipe attributes include: name, length × width, length L, wall thickness δ; elbow attributes include: name, angle, length × width, bend radius R, wall thickness; reducer attributes include: name, length × width before reduction, length × width after reduction, length L, wall thickness δ.

[0089] For example, when reading the pipeline number in the model as a rectangular pipe such as 02-CFG 1800×1080, the query is brought into the enterprise knowledge case library. 02 is located as the steelmaking process system, and CFG is the dust removal duct. Although the specification of 1800×1080 does not find an exactly identical pipe, based on similar data comparison, it is judged to be a secondary flue gas dust removal duct. Feedback to the "Smart Report" module requires generating a material report for non-standard special-shaped pipes, so the report template is automatically retrieved based on the historical data of dust removal special-shaped pipes and pipe fittings, and the process standards for the necessary attributes of pipeline components - such as: rectangular pipes The attributes include: name, length × width, length L, wall thickness δ; elbow attributes include: name, angle, length × width, bending radius R, wall thickness; reducer attributes include: name, length × width before reduction, length × width after reduction, length L, wall thickness δ (non-standard parts that are not sufficient to identify complete attributes must also be noted in the attached figure DES31b.1-17), etc. Considering the particularity of each section of the non-standard pipeline, each component needs to be numbered 1, 2...N, and then the components corresponding to parts 1 to N are read separately, matched with their required attributes, and a material report is generated.

[0090] In S300 of this embodiment, based on calling multiple types of report templates and preset generation rules for multiple types of non-standard and special-shaped pipe reports, the required multiple types of non-standard and special-shaped pipe reports are generated; when the report template is a non-standard and special-shaped pipe grade report, the non-standard and special-shaped pipe material grade table generation rule is: according to the preset pipe grade table rules, the pressure grade, wall thickness grade, material, standard number, connection form, and port form key characteristics of the pipes, elbows, tees, reducers, caps, flanges, valves and other components in the current grade library in the model are read respectively, and the same components and components with the same attributes are merged into the same category according to the diameter; at the same time, the specification ranges and actual connection forms of all specifications of main / branch pipes in the model are read, and a branch pipe table adapted to the model is automatically drawn. The system reads the specification ranges and actual connection forms of all main / branch pipes in the model, and automatically draws a branch table that matches the model. The actual connection forms include at least: socket-welded tees, socket-welded half-pipe joints, welded tees, welded branches, and welded branches with reinforcement plates. If the branch specifications are not included in the model, the system first searches the grade library for tee components. If so, the tee connection form is selected. If not, the system searches the historical case library and selects other connection forms such as welded branches.

[0091] For example, if the pipeline number read from the model is IA-0701-600-MC8H-N, where 07 represents the regional pipeline network, IA for compressed air, and MC8H for pressure class PN16 (1.6MPa), the pipe size is DN600, and the material is carbon steel, then the enterprise knowledge base is queried for DN600 compressed air pipelines with a PN16 pressure class under the pipeline network project, identifying them as pressure pipelines. This information is fed back to the "Smart Report" module, and a pipeline class table is generated, so the report template is automatically retrieved. According to the preset pipeline class table rules, the key characteristics of the pipes, elbows, tees, reducers, caps, flanges, valves, and other components in the MC8H class library included in the model are read separately, including pressure class / wall thickness class, material, standard number, connection type, and port type. Components of the same type and with the same attributes are then merged into the same category based on their diameter. At the same time, the system reads the specification ranges and actual connection forms (1. Socket-welded tees; 2. Socket-welded half-pipe joints; 3. Welded tees; 4. Welded branches; 5. Welded branches with reinforcement plates) of all main and branch pipes in the model, and automatically draws a branch table that matches the model (the numbers represented by the form indicate the connection forms for main and branch pipes of various specifications). For example, for a DN300 main pipe, a DN125 branch pipe uses a 3. Welded tee connection, and a DN80 branch pipe uses a 4. Welded branch connection. For branch pipe specifications not covered in the model, the system first searches the grade library for tees. If so, the tee connection is selected first. If not, the system searches the historical case library and selects other connection forms, such as welded branches, to ultimately generate a branch table with complete specifications.

[0092] In S300 of this embodiment, based on calling multiple types of report templates and preset generation rules for multiple types of non-standard and special-shaped pipe reports, the required multiple types of non-standard and special-shaped pipe reports are generated; when the report template is a non-standard and special-shaped pipe support and hanger report, the non-standard and special-shaped pipe support and hanger report generation rules are as follows: based on the geometric characteristics of the support model combined with the characteristics of the pipeline medium thereon, intelligently match and identify the support and hanger type from the enterprise knowledge case library and call the corresponding HZ / DZ / GZ / QZ / TD / PD code, and append a serial number after the code to uniformly encode the support and generate a unique identification code for each support; then read the specifications and position information of all supports, merge the same type of supports according to pipeline media and specifications, and automatically fill in the intelligently called support and hanger table template to generate a non-standard and special-shaped pipe support and hanger report.

[0093] Specifically, for all pipelines, the system identifies the supports and hangers on each type of pipeline in the model. Based on the geometric features of the support model and the characteristics of the pipeline medium, it intelligently matches and identifies the support type from the enterprise knowledge case library and calls the corresponding HZ / DZ / GZ / QZ / TD / PD code (corresponding to: sliding support / guide support / fixed support / clamping ring support / spring hanger / ordinary rigid hanger). A serial number is appended to the code to uniformly encode the support, generating a unique identification code for each support. The system then reads the specifications and location information of all supports and merges supports of the same type based on pipeline medium and specifications. For example, the sliding support S3-150HZ-1 represents the first type of sliding support for the DN150 S3 steam pipeline, which includes dozens of support codes in the subsequent list, such as HZ-1 to HZ-6, and indicates that the support detailed drawing number is DCS.7-20. This key information of support classification and identification code is automatically filled into the intelligently retrieved support and hanger table template to generate a model-adapted table.

[0094] S400. Preview and check the compatibility of the generated multi-type non-standard and special-shaped pipeline reports, and update the generated multi-type non-standard and special-shaped pipeline reports. In S400 of this embodiment, the generated multi-type non-standard and special-shaped pipeline reports are previewed and checked for compatibility. The specific checking method includes: calling standard evaluation indicators from the knowledge base, combining them with form comparisons of similar projects, and checking the data integrity of the multi-type smart reports. If the compatibility check fails, reselect the template, batch export and modify, or re-call the template by keyword matching until the check passes. The multi-type smart reports are then automatically printed and distributed. After the model is updated, the corresponding smart report incremental update is automatically triggered.

[0095] In some preferred embodiments, non-standard data types newly added by users are fed back to the enterprise knowledge base as new historical data to improve the diversity and accuracy of subsequent recommendations.

[0096] Example 2

[0097] This embodiment discloses an electronic device, including:

[0098] a memory for storing instructions executable by the processor;

[0099] A processor is used to execute the instructions to implement a multi-type intelligent report generation method based on a non-standard special-shaped pipeline model in Example 1.

[0100] It should be understood that the specific order or hierarchy of steps in the disclosed processes is an example of an exemplary method. Based on design preferences, it should be understood that the specific order or hierarchy of steps in the process can be rearranged without departing from the scope of the present disclosure. The accompanying method claims present elements of the various steps in an exemplary order and are not intended to be limited to the specific order or hierarchy described.

[0101] In the foregoing detailed description, various features are grouped together in a single embodiment to simplify the disclosure. This method of disclosure should not be interpreted as reflecting an intention that embodiments of the claimed subject matter require more features than are expressly recited in each claim. On the contrary, as reflected in the appended claims, the invention comprises less than all the features of any individual disclosed embodiment. The appended claims are therefore hereby expressly incorporated into the detailed description, with each claim standing on its own as a separate preferred embodiment of the invention.

[0102] Those skilled in the art will also appreciate that the various illustrative logic blocks, modules, circuits, and algorithmic steps described in conjunction with the embodiments herein may be implemented as electronic hardware, computer software, or a combination thereof. In order to clearly illustrate the interchangeability between hardware and software, the various illustrative components, blocks, modules, circuits, and steps described above are generally described around their functions. Whether such functions are implemented as hardware or software depends on the specific application and the design constraints imposed on the entire system. A skilled person may implement the described functions in an adaptable manner for each specific application, but such implementation decisions should not be interpreted as departing from the scope of protection of this disclosure.

[0103] The steps of the methods or algorithms described in conjunction with the embodiments herein may be directly embodied as hardware, software modules executed by a processor, or a combination thereof. The software module may be located in a RAM memory, flash memory, ROM memory, EPROM memory, EEPROM memory, register, hard disk, removable disk, CD-ROM, or any other form of storage medium well known in the art. An exemplary storage medium is connected to the processor so that the processor can read information from the storage medium and write information to the storage medium. Of course, the storage medium may also be an integral part of the processor. The processor and storage medium may be located in an ASIC. The ASIC may be located in a user terminal. Of course, the processor and storage medium may also be present in a user terminal as discrete components.

[0104] For software implementation, the techniques described in this application can be implemented using modules (e.g., procedures, functions, etc.) that perform the functions described in this application. These software codes can be stored in a memory unit and executed by a processor. The memory unit can be implemented within the processor or external to the processor. In the latter case, it is communicatively coupled to the processor via various means, which are well known in the art.

[0105] The foregoing description includes examples of one or more embodiments. Of course, it is not possible to describe all possible combinations of components or methods for the purposes of describing the above embodiments, but one of ordinary skill in the art will recognize that the various embodiments may be further combined and arranged. Therefore, the embodiments described herein are intended to encompass all such changes, modifications and variations that fall within the scope of the appended claims. Furthermore, to the extent the term "comprising" is used in the specification or claims, the term is intended to be encompassed in a manner similar to the term "including," as explained in terms of "including," used as a transitional word in the claims. Furthermore, any use of the term "or" in the specification of the claims is intended to mean a "non-exclusive or."

Claims

1. A method for generating multi-type intelligent reports based on a non-standard special-shaped pipeline model, characterized in that Including: S100. Load the 3D model of non-standard shaped pipes, extract the pipeline codes of the non-standard shaped pipes in the 3D model of non-standard shaped pipes, and query the enterprise knowledge case base with the pipeline codes of the non-standard shaped pipes; S200. The enterprise knowledge case base calculates the text similarity according to the pipeline codes of the non-standard shaped pipes, obtains the multi-type non-standard shaped pipe reports to be generated according to the calculation results, and automatically retrieves the multi-type report templates according to the multi-type non-standard shaped pipe reports to be generated; S300. Generate the required multi-type non-standard shaped pipe reports based on the retrieved multi-type report templates and the preset generation rules of the multi-type non-standard shaped pipe reports; S400. Preview and check the adaptability of the generated multi-type non-standard shaped pipe reports, and update the generated multi-type non-standard shaped pipe reports; In S200, the multi-type non-standard shaped pipe reports to be generated are obtained according to the calculation results. The multi-type non-standard shaped pipe reports at least include: non-standard shaped pipe material reports, non-standard shaped pipe grade reports, and non-standard shaped pipe support and hanger reports; In S300, the required multi-type non-standard shaped pipe reports are generated based on the retrieved multi-type report templates and the preset generation rules of the multi-type non-standard shaped pipe reports; when the report template is a non-standard shaped pipe material report template, the generation rule of the non-standard shaped pipe material report is: based on the current non-standard shaped pipe specification attributes, special material classification, measurement information, and other remarks information, generate the required non-standard shaped pipe material reports; In S300, the required multi-type non-standard shaped pipe reports are generated based on the retrieved multi-type report templates and the preset generation rules of the multi-type non-standard shaped pipe reports; when the report template is a non-standard shaped pipe grade report, the generation rule of the non-standard shaped pipe grade report is: according to the preset pipeline grade report rules, respectively read the pressure grades, wall thickness grades, materials, standard numbers, connection forms, and port form key characteristics of the pipes, elbows, tees, reducers, caps, flanges, and valve components in the current grade library in the model, and merge the same type of components and components with the same attributes by diameter; at the same time, read the specification range of all main pipes / branch pipes in the model and the actual connection form, and automatically draw a branch pipe table adapted to the model; In S300, the required multi-type non-standard shaped pipe reports are generated based on the retrieved multi-type report templates and the preset generation rules of the multi-type non-standard shaped pipe reports; when the report template is a non-standard shaped pipe support and hanger report, the generation rule of the non-standard shaped pipe support and hanger report is: according to the geometric characteristics of the support model and the pipeline medium characteristics thereon, intelligently match and identify the support and hanger types from the enterprise knowledge case base and call the corresponding HZ / DZ / GZ / QZ / TD / PD codes, and append a serial number after the code to uniformly code the supports and generate the unique identification codes of each support; then read the specifications and position information of all supports, merge the supports of the same type according to the pipeline medium and specifications, and automatically fill them into the intelligently retrieved support and hanger table template to generate a non-standard shaped pipe support and hanger report.

2. The multi-type intelligent report generation method based on a non-standard special-shaped pipeline model according to claim 1, wherein Based on the current specifications of non-standard shaped pipes, specifically: the attributes of rectangular pipes include: name, length × width, length L, wall thickness δ; the attributes of elbows include: name, angle, length × width, bending radius R, wall thickness; the attributes of reducers include: name, length × width before reduction, length × width after reduction, length L, wall thickness δ.

3. The multi-type intelligent report generation method based on a non-standard special-shaped pipeline model according to claim 1, characterized in that, Read the specification ranges of all main / branch pipes and the actual connection forms in the model, and automatically draw a branch pipe table adapted to the model. The actual connection forms at least include: socket-welded tee, socket-welded half pipe joint, welded tee, welded branch pipe, and welded branch pipe with reinforcement plate; for the branch pipe specifications not involved in the model, first search the component library to see if there is a tee component. If there is, give priority to the tee connection form. If not, search the historical case library and select other welded branch pipe connection forms.

4. A method for generating multi-type intelligent reports based on a non-standard special-shaped pipeline model according to claim 1, characterized in that, In S400, preview and perform adaptability checks on the generated multi-type non-standard shaped pipe reports. The specific check methods include: call the standard evaluation indicators in the knowledge base, and compare with the forms of similar projects to check the data integrity of the multi-type intelligent reports; if the adaptability check fails, reselect the template, batch export and modify, or call the template by keyword re-matching until the check passes, and then automatically print and issue the drawings for the multi-type intelligent reports.

5. A method for generating multi-type intelligent reports based on a non-standard special-shaped pipeline model according to claim 1, characterized in that, Feed the non-standard shaped pipe data newly added by the user back to the enterprise knowledge base as new historical data to update the enterprise knowledge base in real time.

6. An electronic device, characterized in that, Including: A memory for storing instructions executable by a processor; A processor for executing the instructions to implement a multi-type intelligent report generation method based on a non-standard shaped pipe model as described in any one of claims 1-5.

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