Construction drawing auditing report generation method and device, equipment and storage medium

Abstract

The invention discloses a construction drawing auditing report generation method and device, equipment and a storage medium. The method comprises the steps of setting auditing report generation tasks of a plurality of chapters according to a collected construction drawing and multi-specialty auditing suggestions corresponding to the construction drawing; generating a plurality of initial chapter audit reports based on the multi-specialty audit suggestions and the audit report generation task; performing subject analysis on the plurality of initial chapter audit reports, and combining the initial chapter audit reports meeting a preset subject requirement to obtain a plurality of target chapter audit reports; and integrating the plurality of target chapter auditing reports and converting the integrated target chapter auditing reports into a preset format to obtain a construction drawing auditing report. According to the method and the device, the multi-specialty auditing suggestions corresponding to the construction drawing are integrated, and the construction drawing auditing report in a unified format is regenerated, so that designers can conveniently check the construction drawing auditing report, the browsing time of the designers is shortened, and the implementation efficiency of an engineering project is improved.

Description

Technical Field

[0001] The present application relates to the technical field of report generation, and more specifically, to a method, device, equipment and storage medium for generating a construction drawing review report. Background Art

[0002] At present, the construction drawing project construction involves a wide range of areas, many equipment system specialties, and a large span between specialties, thus forming a very complicated professional interface system, which is a very complex system engineering. The audit opinions obtained by multiple auditors for the construction drawing audit are also diverse. If the audit opinions are directly fed back to the designer for review, it is not convenient to find the corresponding audit opinions in the subsequent processing process.

[0003] In the prior art, the verification of construction drawings often requires manual recording of each device in the CAD drawings to obtain the audit opinions, and then the designers search and check them one by one against the audit opinions, manually discovering whether there are problems such as repeated, missing, and inconsistent numbers, and then responding to the audit opinions given by the audit unit one by one.

[0004] However, there are a large number of audit opinions in the prior art, and the formats of the audit opinions are not uniform. When designers review the audit opinions, they need to invest a lot of design manpower to understand the contents of the audit opinions. The efficiency of designers in understanding the audit opinions is low, and when the construction period is tight, they are often unable to effectively discover the problems existing in the actual audit opinions, which lays hidden dangers for the implementation of the project. Summary of the invention

[0005] In response to at least one defect or improvement need in the prior art, the present invention provides a method, device, equipment and storage medium for generating a construction drawing review report, which are used to solve the problem in the prior art that there are a large number of review opinions and the format of the review opinions is not unified. When designers review the review opinions, they need to invest a lot of design manpower to understand the content of the review opinions, and the efficiency of understanding the review opinions is low. When the construction period is tight, it is easy to lay hidden dangers for the implementation of the project.

[0006] To achieve the above object, according to a first aspect of the present invention, a method for generating a construction drawing review report is provided, comprising:

[0007] Receive construction drawing data, parse the construction drawing and collect corresponding preset fields in the construction drawing data, obtain multi-professional review opinion data corresponding to the construction drawing, and generate a review report generation task of several chapters based on the multi-professional review opinion data;

[0008] Generate several initial chapter audit report data based on multi-professional audit opinion data and audit report generation tasks;

[0009] Collecting subject data from data fields of several initial chapter review reports, processing the collected subject data to obtain subject data that conforms to preset rules, extracting initial chapter review reports corresponding to the subject data that conforms to the preset rules, and merging them to generate several target chapter review report data;

[0010] Integrate the audit report data of several target chapters and convert them into a preset format to obtain a construction drawing audit report.

[0011] In a possible implementation, receiving construction drawing data, parsing the construction drawing and collecting corresponding preset fields in the construction drawing data, obtaining multi-professional review opinion data corresponding to the construction drawing, and generating a review report generation task of several chapters based on the multi-professional review opinion data also includes:

[0012] Analyze the construction drawings to extract several audit report chapter subject fields;

[0013] Utilize the subject fields of the audit report chapters to extract the corresponding subject data, and process the multi-professional audit opinion data based on the subject data;

[0014] Generate an audit report generation task based on the classified and organized multi-professional audit opinion data and the set task generation template.

[0015] In a possible implementation, generating an audit report generation task according to the classified and sorted multi-professional audit opinion data and a set task generation template also includes:

[0016] Set task timelines and task milestones based on multi-disciplinary review opinion data;

[0017] Match the professional review opinion data with the task generation template to obtain the initial report task;

[0018] The initial report task is refined based on the task schedule and task milestones to obtain the audit report generation task.

[0019] In a possible implementation, a number of initial chapter audit report data are generated based on the multi-professional audit opinion data and the audit report generation task, and also include:

[0020] Build the audit report framework for each chapter based on multi-disciplinary audit opinion data and audit report generation tasks;

[0021] Extract key information from multi-disciplinary audit opinion data and adjust the key information into the audit report framework;

[0022] The filled audit report framework is logically sorted out and corrected to obtain several initial chapter audit report data.

[0023] In one possible implementation, the audit report framework for each chapter is built based on the multi-disciplinary audit opinion data and audit report generation tasks, and also includes:

[0024] Extract opinion labels from multi-professional audit opinion data based on the audit report generation task;

[0025] Set up the initial framework for each chapter based on the review report generation tasks and opinion tags;

[0026] Evaluate the initial framework of each chapter and improve it based on the evaluation results to obtain the audit report framework of each chapter.

[0027] In a possible implementation, subject analysis is performed on a plurality of initial chapter review report data, and the initial chapter review report data that meet the preset subject requirements are merged to obtain a plurality of target chapter review report data, which also includes:

[0028] Determine report topic labels for several initial chapter review report data using pre-set scripts;

[0029] Organize and merge the initial chapter review report data that meets the preset subject requirements;

[0030] The structure of the organized and merged chapter review report data is optimized and adjusted to obtain the target chapter review report data.

[0031] In one possible implementation, the initial chapter review report data that meets the preset subject requirements is collated and merged, and also includes:

[0032] Prioritize initial chapter review report data based on report topic tags;

[0033] De-duplication and merging of initial chapter review report data based on report subject tags;

[0034] The deduplicated and merged initial chapter review report data is re-sorted according to priority.

[0035] According to a second aspect of the present invention, there is also provided a construction drawing review report generating device, comprising:

[0036] A task generation module is configured to receive construction drawing data, parse the construction drawing and collect corresponding preset fields in the construction drawing data, obtain multi-professional review opinion data corresponding to the construction drawing, and generate a review report generation task of several chapters based on the multi-professional review opinion data;

[0037] A report generation module, which is configured to generate a plurality of initial chapter audit report data based on the multi-professional audit opinion data and the audit report generation task;

[0038] A report merging module, which is configured to collect subject data in data fields of several initial chapter review reports, process the collected subject data, obtain subject data that conforms to preset rules, extract the initial chapter review reports corresponding to the subject data that conforms to the preset rules, and generate several target chapter review report data after merging;

[0039] The format conversion module is configured to integrate and convert the audit report data of several target chapters into a preset format to obtain the construction drawing audit report data.

[0040] According to the third aspect of the present invention, there is also provided a construction drawing review report generating device, which includes at least one processing unit and at least one storage unit, wherein the storage unit stores a computer program, and when the computer program is executed by the processing unit, the processing unit executes any step of the construction drawing review report generating method described above.

[0041] According to the fourth aspect of the present invention, there is also provided a storage medium storing a computer program executable by an access authentication device, wherein when the computer program runs on the access authentication device, the access authentication device executes any of the steps of the method for generating a construction drawing review report as described above.

[0042] In general, the above technical solutions conceived by the present invention can achieve the following beneficial effects compared with the prior art:

[0043] The present invention provides a method for generating a construction drawing review report. By breaking down the construction drawing review process into generation tasks for multiple chapters and generating based on multi-professional review opinion data, this method ensures that problems in each professional field can be reviewed in detail and professionally. This not only speeds up the viewing speed, but also improves the accuracy and comprehensiveness of the viewing, and reduces omissions or errors caused by a single perspective or negligence. By analyzing and merging the initial chapter review report data, the target chapter review report data obtained is more refined and organized. This process helps to remove redundant information, highlight key issues, and make the review report easier to understand and use. At the same time, the structure of the integrated report is clear, which is convenient for subsequent project management and decision support. Integrating and converting the target chapter review report data into a preset format not only ensures the standardization and uniformity of the construction drawing review report, but also improves the professionalism of the report. The preset format may include a standardized cover, directory, text format, etc., so that the report is more in line with industry standards and requirements, and is convenient for external review or archiving. BRIEF DESCRIPTION OF THE DRAWINGS

[0044] In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings required for use in the embodiments will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present application. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.

[0045] Figure 1 A schematic diagram of a flow chart of an embodiment of a method for generating a construction drawing review report provided by the present invention;

[0046] Figure 2 The present invention provides Figure 1 A schematic diagram of a flow chart of an embodiment of step S100;

[0047] Figure 3 The present invention provides Figure 2 A schematic diagram of a flow chart of an embodiment of step S130;

[0048] Figure 4 The present invention provides Figure 1 A schematic flow chart of an embodiment of step S200;

[0049] Figure 5 The present invention provides Figure 4 A flowchart of an embodiment of step S210;

[0050] Figure 6 The present invention provides Figure 1 A flowchart of an embodiment of step S300;

[0051] Figure 7 The present invention provides Figure 6 A flowchart of an embodiment of step S310;

[0052] Figure 8 A schematic structural diagram of an embodiment of a construction drawing review report generating device provided by the present invention;

[0053] Fig. 9 A schematic diagram of the structure of a construction drawing review report generating device provided in an embodiment of the present invention. DETAILED DESCRIPTION

[0054] In order to make the purpose, technical solutions and advantages of the present invention more clearly understood, the present invention is further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention and are not intended to limit the present invention. In addition, the technical features involved in the various embodiments of the present invention described below can be combined with each other as long as they do not conflict with each other.

[0055] The terms "first", "second", "third", etc. in the specification and claims of this application and the above-mentioned drawings are used to distinguish different objects, rather than to describe a specific order. In addition, the terms "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions. For example, a process, method, system, product or device that includes a series of steps or units is not limited to the listed steps or units, but optionally includes steps or units that are not listed, or optionally includes other steps or units inherent to these processes, methods, products or devices.

[0056] The present invention provides a method, device, equipment and storage medium for generating a construction drawing review report, which are respectively described below.

[0057] See also Figure 1 , Figure 1 A flowchart of an embodiment of a method for generating a construction drawing review report provided by the present invention is provided. In a specific embodiment of the present invention, a method for generating a construction drawing review report is disclosed, comprising:

[0058] S100, receiving construction drawing data, parsing the construction drawing and collecting corresponding preset fields in the construction drawing data, obtaining multi-professional review opinion data corresponding to the construction drawing, and generating a review report generation task of several chapters based on the multi-professional review opinion data;

[0059] S200, generating a plurality of initial chapter audit report data based on multi-professional audit opinion data and audit report generation tasks;

[0060] S300, collecting subject data in data fields of several initial chapter review reports, processing the collected subject data, obtaining subject data that conforms to preset rules, extracting initial chapter review reports corresponding to the subject data that conforms to the preset rules, and merging them to generate several target chapter review report data;

[0061] S400, integrating and converting the audit report data of several target chapters into a preset format to obtain a construction drawing audit report.

[0062] In the above embodiment, first, the electronic files of the construction drawings are received from the design unit or the upload platform through a secure interface, including but not limited to CAD drawings, PDF documents and related metadata information. Using advanced image recognition and OCR (optical character recognition) technology, combined with CAD drawing parsing tools, the content of the construction drawings is automatically parsed to accurately extract key information such as text, graphics, symbols, etc. in the drawings. According to the pre-set field templates (such as project name, design unit, drawing number, design description, etc.), the corresponding preset field information is accurately collected from the parsed data. The opinions of audit experts from multiple disciplines such as architecture, structure, water supply and drainage, electricity, HVAC, etc. are collected, and the opinions are associated with the construction drawing data through the system's built-in audit opinion management system to form a multi-professional audit opinion database. Based on the multi-professional audit opinions, the system automatically analyzes and generates audit report generation tasks for each drawing or for several chapters of a specific design part to ensure that the report content is comprehensive and covers all audit points.

[0063] When generating the initial chapter audit report data, the system needs to conduct an in-depth review and evaluation of the construction drawings based on the audit tasks. This process requires strict compliance with the industry standards and specifications for construction drawing audits to ensure the accuracy and objectivity of the audit opinions. At the same time, in order to improve the audit efficiency, advanced audit tools and technical means can be used, such as BIM (Building Information Modeling) technology, automated audit software, etc. After the generation is completed, each chapter will form an independent initial audit report, which will record in detail the audit process, problems found, and recommended improvement measures.

[0064] Extract thematic data from the initial chapter review report, which may include key information such as design points, common problems, and improvement suggestions. De-duplicate, classify, and sort the collected thematic data to ensure that the information under each theme is both comprehensive and concise, and conforms to the preset specifications and logic. Based on the processed thematic data, the system intelligently selects and merges the relevant initial chapter review reports to generate several target chapter review report data with clear structure and coherent content. This process also involves logical sorting and language polishing of the report content to ensure the professionalism and readability of the report.

[0065] The last step is to integrate the audit report data of all target chapters to form a complete construction drawing audit report. During the integration process, it is necessary to ensure the logical coherence and content consistency between the chapters. At the same time, according to the specific requirements of the project and industry standards, the report is converted into a preset format, which includes setting a unified cover, directory, header and footer, font style, etc., as well as adjusting the structure and layout of the report to make it more in line with the readers' reading habits and aesthetic requirements. The final generated construction drawing audit report will become an important basis and reference for the subsequent work of the project.

[0066] Compared with the prior art, the present embodiment provides a method for generating a construction drawing review report, which is to refine the construction drawing review process into multiple chapter generation tasks and generate based on multi-professional review opinion data. This method ensures that the problems in each professional field can be reviewed in detail and professionally. This not only speeds up the viewing speed, but also improves the accuracy and comprehensiveness of the viewing, and reduces omissions or errors caused by a single perspective or negligence. By analyzing and merging the initial chapter review report data, the target chapter review report data obtained is more refined and organized. This process helps to remove redundant information, highlight key issues, and make the review report easier to understand and use. At the same time, the integrated report structure is clear, which is convenient for subsequent project management and decision support. Integrating and converting the target chapter review report data into a preset format not only ensures the standardization and uniformity of the construction drawing review report, but also improves the professionalism of the report. The preset format may include standardized cover, directory, text format, etc., so that the report is more in line with industry standards and requirements, which is convenient for external review or archiving.

[0067] See also Figure 2 , Figure 2 The present invention provides Figure 1 In some embodiments of the present invention, receiving construction drawing data, parsing the construction drawing and collecting corresponding preset fields in the construction drawing data, obtaining multi-professional review opinion data corresponding to the construction drawing, and generating a review report generation task of several chapters based on the multi-professional review opinion data also includes:

[0068] S110, parsing the construction drawing to extract several audit report chapter subject fields;

[0069] S120, extracting corresponding subject data using the subject field of the audit report chapter, and processing the multi-professional audit opinion data based on the subject data;

[0070] S130. Setting an audit report generation task based on the classified and sorted multi-professional audit opinion data and the set task generation template.

[0071] In the above embodiment, it is first necessary to conduct an in-depth analysis of the collected construction drawings, which usually involves the use of professional CAD software or image processing technology to identify key information in the construction drawings, such as building structure, water supply and drainage system, electrical layout, HVAC design, etc. Through intelligent analysis, the core elements related to the audit report are extracted from the construction drawings, and then several chapter topics of the audit report are summarized. These topics may include but are not limited to "structural design review", "water supply and drainage system review", "electrical safety review", "HVAC engineering review", etc., depending on the complexity of the project and professional needs.

[0072] The extracted subject data is further accurately screened and refined. This step may involve data deduplication, format unification, key information extraction and other operations to ensure the accuracy and completeness of the subject data. The extracted subject data is associated with multi-professional audit opinion data, and the corresponding relationship between the subject and the audit opinion is established by matching the subject field with the keywords, tags or descriptions in the audit opinion. Based on the association results, the multi-professional audit opinions are classified, sorted and integrated. This process may involve opinion merging (for the same or similar views), opinion conflict resolution (through expert arbitration or consultation), opinion priority sorting (based on the severity or urgency of the problem), etc.

[0073] After completing the construction drawing analysis and audit opinion classification and sorting, the next step is to use the preset task generation template to generate specific audit report generation tasks. The preset task generation template is a standardized tool that defines the basic framework, content elements and format requirements for audit report generation. When generating tasks, first, it is necessary to determine the specific content and focus of each audit report chapter theme based on the classified and sorted multi-professional audit opinion data, and then refer to the requirements and guidance in the preset generation task template to formulate detailed generation tasks for each chapter. These tasks should clearly indicate the content to be generated, the audit opinions to be cited, the specifications and standards to be followed, and the time node for completing the task. Through this process, not only the standardization and consistency of the audit report generation work is ensured, but also the work efficiency and quality are improved.

[0074] See also Figure 3 , Figure 3 The present invention provides Figure 2 In some embodiments of the present invention, the audit report generation task is generated according to the classified and sorted multi-professional audit opinion data and the set task generation template, and further includes:

[0075] S131. Set task schedules and task milestones based on multi-disciplinary review opinion data;

[0076] S132, matching the professional review opinion data with the task generation template to obtain an initial report task;

[0077] S133. Based on the task schedule and task milestones, the initial report task is refined to obtain the audit report generation task.

[0078] In the above embodiment, before generating the audit report generation task, it is crucial to plan the timetable and set milestones reasonably, and the number, complexity, urgency and time arrangement of the audit opinions need to be comprehensively considered. First, according to the overall progress requirements of the project and the delivery date of the audit report, an overall time frame is set. Then, based on the specific content and relevance of the multi-professional audit opinion data, specific task start time, estimated completion time and necessary buffer period are set for different chapters or key audit points. At the same time, task milestones are set, that is, time points or phased results that are of great significance in the entire generation process, so as to facilitate monitoring of progress and evaluation of work effectiveness. By setting clear timetables and milestones, it can be ensured that the audit report generation work is carried out in an orderly manner as planned.

[0079] Under the guidance of the task generation template, the classified and sorted multi-professional audit opinion data is accurately matched with each part of the template. According to the structure and content requirements of the task generation template, the core information and key points of the audit opinion are accurately grasped, and the audit opinion is converted into the specific content of the corresponding chapter or item in the template through item-by-item comparison and matching. During the matching process, it is necessary to pay attention to maintaining the accuracy and completeness of the information to ensure that the core value of the audit opinion is fully reflected. After the matching is completed, the initial report task obtained will serve as the basis for subsequent refinement and improvement.

[0080] After receiving the initial report task, it needs to be further refined according to the task schedule and milestone requirements. The refinement process includes but is not limited to the following aspects: First, set specific start and end times for each task according to the schedule. Second, adjust task priorities and resource allocation according to the importance and urgency of the task to ensure that key tasks are given priority. At the same time, consider the dependencies between tasks and the need for collaborative work, and develop detailed workflows and collaboration mechanisms. Finally, according to the requirements of milestones, set checkpoints and acceptance criteria for phased results to facilitate monitoring of task progress and evaluation of work results. Through this series of refinement measures, the final audit report generation task will be more specific, actionable, and traceable.

[0081] See also Figure 4 , Figure 4 The present invention provides Figure 1 The flowchart of an embodiment of step S200 in the embodiment of the present invention is as follows. In some embodiments of the present invention, a plurality of initial chapter audit report data are generated based on the multi-professional audit opinion data and the audit report generation task, and further includes:

[0082] S210. Build the audit report framework for each chapter based on multi-professional audit opinion data and audit report generation tasks;

[0083] S220, extract key information from multi-disciplinary audit opinion data and adjust the key information into the audit report framework;

[0084] S230. Logically sort out and revise the filled audit report framework to obtain several initial chapter audit report data.

[0085] In the above embodiment, it is necessary to build a clear and organized audit report framework to ensure that the subsequent content can be filled in an orderly manner. First, deeply understand the multi-professional audit opinion data covered in each chapter, clarify the relevance and focus between these opinions, and then, according to the requirements of the audit report generation task, design appropriate titles, subtitles and paragraph structures for each chapter to form a basic report framework. This framework needs to be able to fully cover the content of the audit opinions while maintaining clear logic and distinct levels. By building a reasonable framework, it provides clear guidance for the subsequent content filling.

[0086] After building the chapter framework, the next step is to extract key information from the multi-professional audit opinion data and accurately adjust this information to the corresponding audit report framework. The system accurately identifies the core content and important viewpoints in the audit opinion through the corresponding title names in the framework, extracts them as specific expressions in the report, and adjusts them to the audit report framework.

[0087] After the report content is initially formed, the report's grammatical logic and errors need to be modified to ensure the quality and readability of the report. First, conduct a comprehensive grammatical logic check on the report content. The computer system checks the report through the set routine grammatical logic to ensure that the grammatical logic relationship between each chapter, paragraph and sentence is clear and coherent. If there are inconsistencies or contradictions in grammatical logic, they need to be adjusted and modified in time. Secondly, the language in the report is corrected to check for typos, unclear expressions and other problems. After each modification, it needs to be tested again to avoid errors in other parts after the modification to ensure that the language of the report is accurate and fluent. Finally, the report is formatted and typeset as needed to meet the requirements of the specification and have a good visual effect. After this series of sorting and correction work, several initial chapter review report data with clear logic, complete content and standardized format are finally obtained.

[0088] See also Figure 5 , Figure 5 The present invention provides Figure 4 In some embodiments of the present invention, the audit report framework of each chapter is built according to the multi-professional audit opinion data and the audit report generation task, and further includes:

[0089] S211, extracting opinion labels from multi-professional audit opinion data based on the audit report generation task;

[0090] S212. Generate tasks and opinion tags based on the audit report to set the initial framework for each chapter;

[0091] S213. Evaluate the initial framework of each chapter and improve the initial framework of each chapter based on the evaluation results to obtain the audit report framework of each chapter.

[0092] In the above embodiment, it is necessary to extract specific requirements based on the audit report generation task, clarify the content and key points to be covered in each chapter, analyze the multi-professional audit opinion data, identify and extract the opinion tags, which include but are not limited to the nature of the problem, the scope of impact, professional suggestions and possible solutions, etc. Through this step, it can be ensured that the core content of the audit opinion can be accurately grasped when building the framework, providing strong support for subsequent work.

[0093] After obtaining the opinion tags, the next step is to set the initial framework of each chapter based on this information, taking into account the requirements of the audit report generation task, the logical relationship and importance of the opinion tags, and other factors. First, set a clear theme or title for each chapter to summarize the main content of the chapter, and then divide it into different sub-sections or paragraphs based on the distribution and logical relationship of key information, and set corresponding sub-titles or key points. Through this step, an organized and hierarchical initial framework of the chapter can be initially formed.

[0094] After setting the initial framework of each chapter, it is necessary to comprehensively evaluate and improve it in order to ensure the rationality, completeness and operability of the framework. First, evaluate the initial framework from the aspects of logic and orderliness, check whether the connection between the various parts is smooth and whether the content is complete without omissions. Secondly, consider the actual needs of the audit report generation task and the reading habits of readers, and make appropriate adjustments and optimizations to the framework. For example, you can adjust the expression of subheadings, add necessary transition paragraphs, or adjust the order between paragraphs. Finally, improve the initial framework based on the evaluation results to form the final audit report framework. This framework will serve as the basis for subsequent generation work and guide the entire audit report writing process.

[0095] See also Figure 6 , Figure 6 The present invention provides Figure 1 In some embodiments of the present invention, subject analysis is performed on a plurality of initial chapter review report data, and the initial chapter review report data that meet the preset subject requirements are merged to obtain a plurality of target chapter review report data, and the process further includes:

[0096] S310, determining report subject labels of a plurality of initial chapter review report data using a preset script;

[0097] S320, organize and merge the initial chapter review report data that meets the preset subject requirements;

[0098] S330, review the organized and merged chapter review report data and complete and finalize them to obtain the target chapter review report data.

[0099] In the above embodiment, a pre-written script or algorithm is used to perform a thematic analysis on each initial chapter review report data. These scripts may be based on natural language processing technology (NLP), which can identify keywords, phrases or sentences in the report and match them with a preset thesaurus, thereby assigning one or more thematic tags to each report. These thematic tags should accurately reflect the core content and professional direction of the report. Ensure the accuracy and efficiency of the preset script or algorithm, and be able to accurately identify and match themes; continuously update and optimize the thesaurus to adapt to the changing needs of different projects and fields.

[0100] After determining the subject labels of each initial chapter review report data, the next step is to organize and merge reports with the same or similar subject labels according to the preset subject requirements. This process aims to eliminate duplicate content, integrate similar viewpoints, and make the report more refined and targeted. It should be noted that the preset subject requirements should be clearly defined to ensure the accuracy and consistency of the merging process; during the merging process, attention should be paid to maintaining the accuracy and completeness of the original text to avoid information loss or misunderstanding.

[0101] After completing the optimization and adjustment of the logical structure of the integrated chapter review report data, a comprehensive review is required. The purpose of this step is to ensure the accuracy, completeness and standardization of the report content. First, carefully check every detail in the report, including data, facts, suggestions, etc., to ensure that they are correct. Secondly, check whether the format, layout, language expression and other aspects of the report meet the standard requirements. If necessary, make necessary modifications and improvements. Finally, collect feedback and make further modifications and improvements based on the opinions. After this series of audits and improvements, the target chapter review report data will be highly accurate and reliable, and can provide strong support for subsequent work.

[0102] See also Figure 7 , Figure 7 The present invention provides Figure 6 In some embodiments of the present invention, the initial chapter review report data that meets the preset subject requirements is sorted and merged, and further includes:

[0103] S311. Determine the priority order of the initial chapter review report data based on the report subject tags;

[0104] S312, de-duplication and merge the initial chapter review report data based on the report subject tags;

[0105] S313. Re-sort the de-duplicated and merged initial chapter review report data according to priority.

[0106] In the above embodiment, the importance, urgency and relevance of each initial chapter audit report data to the entire audit project are evaluated based on the subject label of each initial chapter audit report data, and a priority level is assigned to each report based on these evaluation results. The priority level can be determined based on a variety of factors, such as the severity of the problem, the impact on the project progress, the urgency of the solution, etc. Through this step, it can be ensured that the reports that are most critical to the audit project are given priority during the merging process.

[0107] After determining the priority of the reports, the next step is to remove duplicates and merge them according to the report subject tags. Since the initial chapter review report data may contain duplicate or similar information, it is necessary to compare the contents of different reports, identify and delete duplicate parts, and retain the most representative and authoritative information. This process helps reduce report redundancy and improve the quality and readability of the merged report.

[0108] After the de-duplication and merging is completed, the integrated initial chapter review report data needs to be re-ordered according to the previously determined priority ranking. The purpose of re-ordering is to ensure that the structure of the integrated report is clear and logical, and can guide readers to read and understand the report content in the correct order. In the sorting process, the logical relationship and dependency between chapters should be fully considered to ensure that important and urgent content is placed in the front so that readers can quickly grasp the core points of the report. At the same time, attention should also be paid to the transition and connection between chapters to ensure the coherence and consistency of the entire report content.

[0109] In order to better implement the method for generating a construction drawing review report in the embodiment of the present invention, based on the method for generating a construction drawing review report, correspondingly, please refer to Figure 8 , Figure 8 This is a schematic diagram of the structure of an embodiment of a construction drawing review report generation device provided by the present invention. The embodiment of the present invention provides a construction drawing review report generation device 800, including:

[0110] The task generation module 810 is configured to receive construction drawing data, parse the construction drawing and collect corresponding preset fields in the construction drawing data, obtain multi-professional review opinion data corresponding to the construction drawing, and generate a review report generation task of several chapters based on the multi-professional review opinion data;

[0111] A report generation module 820, which is configured to generate a plurality of initial chapter audit report data based on the multi-professional audit opinion data and the audit report generation task;

[0112] A report merging module 830 is configured to collect subject data in data fields of several initial chapter review reports, process the collected subject data, obtain subject data that conforms to preset rules, extract the initial chapter review reports corresponding to the subject data that conforms to the preset rules, and generate several target chapter review report data after merging;

[0113] The format conversion module 840 is configured to integrate and convert the audit report data of several target chapters into a preset format to obtain the construction drawing audit report data.

[0114] It should be noted here that: the device 800 provided in the above embodiment can implement the technical solutions described in the above method embodiments. The specific implementation principles of the above modules or units can refer to the corresponding contents in the above method embodiments, which will not be repeated here.

[0115] See also Fig. 9 , Fig. 9 A schematic diagram of the structure of a construction drawing review report generation device provided by an embodiment of the present invention. Based on the above construction drawing review report generation method, the present invention also provides a construction drawing review report generation device, which can be a computing device such as a mobile terminal, a desktop computer, a notebook, a PDA, and a server. The construction drawing review report generation device 900 includes a processor 910, a memory 920, and a display 930. Fig. 9 Only some components of the synchronous tracking flying welding equipment for real-time measurement of battery height are shown, but it should be understood that it is not required to implement all the components shown, and more or fewer components may be implemented instead.

[0116] In some embodiments, the memory 920 may be an internal storage unit of the construction drawing review report generating device 900, such as a hard disk or memory of the construction drawing review report generating device 900. In other embodiments, the memory 920 may also be an external storage device of the construction drawing review report generating device 900, such as a plug-in hard disk, a smart memory card (Smart Media Card, SMC), a secure digital (Secure Digital, SD) card, a flash card (Flash Card), etc. equipped on the construction drawing review report generating device 900. Further, the memory 920 may also include both an internal storage unit and an external storage device of the construction drawing review report generating device 900. The memory 920 is used to store application software and various types of data installed in the construction drawing review report generating device 900, such as the program code for installing the construction drawing review report generating device 900. The memory 920 may also be used to temporarily store data that has been output or is to be output. In one embodiment, a construction drawing review report generation program 940 is stored in the memory 920, and the construction drawing review report generation program 940 can be executed by the processor 910, so as to implement the construction drawing review report generation method of each embodiment of the present application.

[0117] In some embodiments, the processor 910 can be a central processing unit (CPU), a microprocessor or other data processing chip, used to run the program code stored in the memory 920 or process data, such as executing a construction drawing review report generation method.

[0118] In some embodiments, the display 930 may be an LED display, a liquid crystal display, a touch-sensitive liquid crystal display, an OLED (Organic Light-Emitting Diode) touch device, etc. The display 930 is used to display information on the construction drawing review report generating device 900 and to display a visual user interface. The components 910-930 of the construction drawing review report generating device 900 communicate with each other via a system bus.

[0119] In one embodiment, when the processor 910 executes the construction drawing review report generation program 940 in the memory 920, the steps in the above construction drawing review report generation method are implemented.

[0120] This embodiment also provides a computer-readable storage medium on which a construction drawing review report generation program is stored. When the construction drawing review report generation program is executed by a processor, the following steps are implemented:

[0121] Receive construction drawing data, parse the construction drawing and collect corresponding preset fields in the construction drawing data, obtain multi-professional review opinion data corresponding to the construction drawing, and generate a review report generation task of several chapters based on the multi-professional review opinion data;

[0122] Based on the multi-professional audit opinion data and the audit report generation task, several initial chapter audit report data are generated;

[0123] Collecting subject data from data fields of several initial chapter review reports, processing the collected subject data to obtain subject data that conforms to preset rules, extracting initial chapter review reports corresponding to the subject data that conforms to the preset rules, and merging them to generate several target chapter review report data;

[0124] Integrate and convert the audit report data of several target chapters into a preset format to obtain the construction drawing audit report data.

[0125] In summary, the present invention provides a method for generating a construction drawing review report, which ensures that problems in each professional field can be reviewed in detail and professionally by breaking down the construction drawing review process into multiple chapter generation tasks and generating them based on multi-professional review opinion data. This method not only speeds up the viewing speed, but also improves the accuracy and comprehensiveness of the viewing, and reduces omissions or errors caused by a single perspective or negligence. By analyzing and merging the initial chapter review report data, the target chapter review report data obtained is more refined and organized. This process helps to remove redundant information, highlight key issues, and make the review report easier to understand and use. At the same time, the structure of the integrated report is clear, which is convenient for subsequent project management and decision support. Integrating and converting the target chapter review report data into a preset format not only ensures the standardization and uniformity of the construction drawing review report, but also improves the professionalism of the report. The preset format may include standardized cover, directory, text format, etc., so that the report is more in line with industry standards and requirements, and is convenient for external review or archiving.

[0126] The present application also provides a computer-readable storage medium on which a computer program is stored, and when the program is executed by a processor, the steps of the above method are implemented. The computer-readable storage medium may include, but is not limited to, any type of disk, including a floppy disk, an optical disk, a DVD, a CD-ROM, a micro drive, and a magneto-optical disk, a ROM, a RAM, an EPROM, an EEPROM, a DRAM, a VRAM, a flash memory device, a magnetic card or an optical card, a nanosystem (including a molecular memory IC), or any type of medium or device suitable for storing instructions and / or data.

[0127] It should be noted that, for the aforementioned method embodiments, for the sake of simplicity, they are all expressed as a series of action combinations, but those skilled in the art should be aware that the present application is not limited by the described order of actions, because according to the present application, certain steps can be performed in other orders or simultaneously. Secondly, those skilled in the art should also be aware that the embodiments described in the specification are all preferred embodiments, and the actions and modules involved are not necessarily required by the present application.

[0128] In the above embodiments, the description of each embodiment has its own emphasis. For parts that are not described in detail in a certain embodiment, reference can be made to the relevant descriptions of other embodiments.

[0129] In the several embodiments provided in the present application, it should be understood that the disclosed devices can be implemented in other ways. For example, the device embodiments described above are only schematic, such as the division of the units, which is only a logical function division. There may be other division methods in actual implementation, such as multiple units or components can be combined or integrated into another system, or some features can be ignored or not executed. Another point is that the mutual coupling or direct coupling or communication connection shown or discussed can be through some service interfaces, and the indirect coupling or communication connection of devices or units can be electrical or other forms.

[0130] The units described as separate components may or may not be physically separated, and the components shown as units may or may not be physical units, that is, they may be located in one place or distributed on multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.

[0131] In addition, each functional unit in each embodiment of the present application may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit. The above-mentioned integrated unit may be implemented in the form of hardware or in the form of software functional units.

[0132] If the integrated unit is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable memory. Based on this understanding, the technical solution of the present application is essentially or the part that contributes to the prior art or all or part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a memory, including a number of instructions to enable a computer device (which can be a personal computer, server or network device, etc.) to perform all or part of the steps of the method described in each embodiment of the present application. The aforementioned memory includes: U disk, read-only memory (ROM), random access memory (RAM), mobile hard disk, disk or optical disk and other media that can store program code.

[0133] A person of ordinary skill in the art can understand that all or part of the steps in the various methods of the above embodiments can be completed by instructing related hardware through a program, and the program can be stored in a computer-readable memory, which can include: a flash drive, a read-only memory (ROM), a random access memory (RAM), a magnetic disk or an optical disk, etc.

[0134] The above is only an exemplary embodiment of the present disclosure, and the scope of the present disclosure cannot be limited thereto. That is, any equivalent changes and modifications made according to the teachings of the present disclosure are still within the scope of the present disclosure. After considering the specification and practicing the disclosure here, those skilled in the art will easily think of the implementation scheme of the present disclosure. This application is intended to cover any modification, use or adaptation of the present disclosure, which follows the general principles of the present disclosure and includes common knowledge or customary technical means in the technical field not recorded in the present disclosure. The description and examples are regarded as exemplary only, and the scope and spirit of the present disclosure are defined by the claims.

[0135] The technical features of the above embodiments may be combined arbitrarily. To make the description concise, not all possible combinations of the technical features in the above embodiments are described. However, as long as there is no contradiction in the combination of these technical features, they should be considered to be within the scope of this specification.

[0136] It will be easily understood by those skilled in the art that the above description is only a preferred embodiment of the present invention and is not intended to limit the present invention. Any modifications, equivalent substitutions and improvements made within the spirit and principles of the present invention should be included in the protection scope of the present invention.

Claims

1. A method for generating a construction drawing review report, characterized in that: include: Receiving construction drawing data, parsing the construction drawing and collecting corresponding preset fields in the construction drawing data, obtaining multi-professional review opinion data corresponding to the construction drawing, and generating a review report generation task of several chapters based on the multi-professional review opinion data; Generate a plurality of initial chapter audit report data based on the multi-professional audit opinion data and the audit report generation task; Collecting the subject data in the data fields of the several initial chapter review reports, processing the collected subject data to obtain subject data that conforms to preset rules, extracting the initial chapter review reports corresponding to the subject data that conforms to the preset rules, and merging them to generate several target chapter review report data; The audit report data of the several target chapters are integrated and converted into a preset format to obtain the construction drawing audit report data.

2. The method for generating a construction drawing review report according to claim 1, characterized in that: The receiving of construction drawing data, parsing the construction drawing and collecting corresponding preset fields in the construction drawing data, obtaining multi-professional audit opinion data corresponding to the construction drawing, and generating a review report generation task of several chapters based on the multi-professional audit opinion data also includes: Parsing the construction drawing to extract several audit report chapter subject fields; Utilizing the subject field of the audit report chapter, extracting corresponding subject data, and processing the multi-professional audit opinion data based on the subject data; Generate an audit report generation task based on the classified and organized multi-professional audit opinion data and the set task generation template.

3. The method for generating a construction drawing review report according to claim 2, characterized in that: The audit report generation task is generated according to the classified and sorted multi-professional audit opinion data and the set task generation template, and also includes: Setting task timelines and task milestones based on the multi-disciplinary review opinion data; Matching the professional review opinion data with the task generation template to obtain an initial report task; The initial report task is refined based on the task schedule and task milestones to obtain an audit report generation task.

4. The method for generating a construction drawing review report according to claim 1, characterized in that: The generating of a plurality of initial chapter audit report data based on the multi-professional audit opinion data and the audit report generation task also includes: Building the audit report framework for each chapter based on the multi-professional audit opinion data and the audit report generation tasks; Extract key information from the multi-disciplinary audit opinion data and adjust the key information into the audit report framework; The filled audit report framework is logically sorted out and corrected to obtain several initial chapter audit report data.

5. The method for generating a construction drawing review report according to claim 4, characterized in that: The audit report framework for each chapter is built based on the multi-professional audit opinion data and the audit report generation task, and further includes: Extracting opinion tags from the multi-professional audit opinion data based on the audit report generation task; Setting the initial framework of each chapter according to the audit report generation task and the opinion tags; The initial framework of each chapter is evaluated and improved based on the evaluation results to obtain the audit report framework of each chapter.

6. The method for generating a construction drawing review report according to claim 1, characterized in that: The subject analysis of the plurality of initial chapter review report data is performed, and the initial chapter review report data that meet the preset subject requirements are merged to obtain a plurality of target chapter review report data, and further includes: Determining report subject labels for the plurality of initial chapter review report data using a preset script; Arrange and merge the data of the initial chapter review reports that meet the preset subject requirements; The structure of the organized and merged chapter review report data is optimized and adjusted to obtain the target chapter review report data.

7. The method for generating a construction drawing review report according to claim 6, characterized in that: The collating and merging of the initial chapter review report data that meets the preset subject requirements also includes: Determining the prioritization of the initial chapter review report data based on the report subject tags; De-duplication and merging of the initial chapter review report data based on the report subject tags; The de-duplicated and merged initial chapter review report data is re-sorted according to the priority sorting.

8. A construction drawing review report generating device, characterized in that: include: A task generation module is configured to receive construction drawing data, parse the construction drawing and collect corresponding preset fields in the construction drawing data, obtain multi-professional review opinion data corresponding to the construction drawing, and generate a review report generation task of several chapters based on the multi-professional review opinion data; A report generation module, configured to generate a plurality of initial chapter audit report data based on the multi-professional audit opinion data and the audit report generation task; A report merging module, which is configured to collect subject data in the data fields of the several initial chapter review reports, process the collected subject data, obtain subject data that conforms to preset rules, extract the initial chapter review reports corresponding to the subject data that conforms to the preset rules, and generate several target chapter review report data after merging; The format conversion module is configured to integrate the audit report data of the plurality of target chapters and convert them into a preset format to obtain the construction drawing audit report data.

9. A construction drawing review report generating device, characterized in that: It includes at least one processing unit and at least one storage unit, wherein the storage unit stores a computer program, and when the computer program is executed by the processing unit, the processing unit executes the steps of the method for generating a construction drawing review report according to any one of claims 1 to 7.

10. A storage medium, characterized in that: It stores a computer program executable by an access authentication device. When the computer program runs on the access authentication device, the access authentication device executes the steps of the method for generating a construction drawing review report as described in any one of claims 1 to 7.

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