Power transmission and transformation engineering intelligent design review system based on CAD drawing element recognition technology
The intelligent design review system for power transmission and transformation projects, based on CAD drawing element recognition technology, automatically identifies and manages drawings, solving the problem that CAD drawings exported from Revit software cannot meet construction drawing standards, and improving engineering design efficiency.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2022-11-16
- Publication Date
- 2026-04-14
AI Technical Summary
In existing technologies, CAD drawings exported from Revit software cannot meet the standards for construction drawings, resulting in a large number of manual modifications required during the engineering design phase, which consumes time and manpower and affects the project schedule.
A smart design review system for power transmission and transformation projects based on CAD drawing element recognition technology was designed. The system includes a cloud server module, an automatic detection module, an automatic recognition module, and a database module. Through the automatic recognition, comparison, and analysis modules, the system enables automatic recognition and management of drawings, reducing the number of manual modifications.
It improved the efficiency of drawing modification, reduced the workload of construction workers, shortened the project schedule, and met the drawing standards for construction drawings.
Smart Images

Figure CN115906468B_ABST
Abstract
Description
Technical Field
[0001] This invention relates to the field of CAD drawing recognition technology, specifically to an intelligent design review system for power transmission and transformation projects based on CAD drawing element recognition technology. Background Technology
[0002] Currently, cost estimators in the power transmission and transformation engineering field frequently deal with three types of drawings: CAD design drawings (or CAD original drawings, CAD base drawings), 2D engineering modeling drawings, and 3D display drawings. The widely used BIM software is Autodesk Revit. When designing and exporting drawings using Revit, DWG files can be directly exported. However, the layers, text styles, line types, and annotation styles in the exported DWG drawings often fail to meet the standards for construction drawings. To ensure that the BIM design drawings meet the standards for construction drawings, extensive modifications to the CAD drawings exported from Revit are necessary. However, during the engineering design phase, drawings often need to be modified or changed. These modified or changed drawings then need to be re-exported from Revit, and further modifications to the exported CAD drawings are required to meet the standards for construction drawings. For typical engineering projects, which involve multiple disciplines and a massive number of drawings, modifying each layer, text style, line type, and annotation style would be extremely time-consuming and labor-intensive, slowing down the project and impacting the project schedule. Therefore, this invention provides a system for the automatic recognition and management of CAD drawings, facilitating the automatic identification and review of CAD drawings. Summary of the Invention
[0003] To address the shortcomings of existing technologies, this invention provides an intelligent design review system for power transmission and transformation projects based on CAD drawing element recognition technology, which solves the problem of automatic recognition and management of CAD drawings.
[0004] To achieve the above objectives, the present invention provides the following technical solution: an intelligent design review system for power transmission and transformation projects based on CAD drawing element recognition technology, comprising a cloud server module. The cloud server module includes an upload module, an automatic detection module, an automatic recognition module, a database module, and a comparison and analysis module. The upload module is connected to the automatic detection module, the automatic detection module is connected to the automatic recognition module, the automatic recognition module is connected to the database module, and the output end of the database module is electrically connected to the comparison and analysis module.
[0005] Preferably, the upload module includes a data import unit, a drawing import unit, a drawing storage unit, and a proofreading unit. The data import unit is connected to the drawing import unit, the drawing import unit is connected to the drawing storage unit, and the drawing storage unit is connected to the proofreading unit. The upload module is used to upload and store data and drawings.
[0006] Preferably, the proofreading unit further includes a drawing comparison unit and an automatic repair unit, wherein the drawing comparison unit is connected to the automatic repair unit.
[0007] Preferably, the automatic detection module includes a scanning unit, a previous year's drawing import unit, and a document and drawing detection unit. The scanning unit is connected to the previous year's drawing import unit, and the output terminal of the previous year's drawing import unit is electrically connected to the input terminal of the document and drawing detection unit. The automatic detection module is used for importing and detecting documents and data.
[0008] Preferably, the automatic identification module includes an input data unit, a data classification unit, a data storage unit, and a data import unit. The input data unit is connected to the data classification unit, the data classification unit is connected to the data storage unit, and the data storage unit is connected to the data import unit.
[0009] Preferably, the database module includes an import unit, an import unit, and an upload unit. The import units are connected to each other and the import units are connected to the upload unit. The database module is used to import and upload data.
[0010] Preferably, the comparison and analysis module includes an engineering cost data unit, an engineering cost data upload unit, an engineering equipment and materials comparison unit, and an early warning unit. The engineering cost data unit is connected to the engineering cost data upload unit, the engineering cost data upload unit is connected to the engineering equipment and materials, and the engineering equipment and materials are connected to the early warning unit. The comparison and analysis module is used to compare and identify drawings and engineering costs.
[0011] Preferably, the automatic recognition module includes a startup program unit, an image acquisition unit, an image scanning unit, and an image edge analysis unit. The startup program unit is connected to the image acquisition unit, the image acquisition unit is connected to the image scanning unit, and the image scanning unit is connected to the image edge analysis unit. The automatic recognition module is used to recognize and extract images from within the CAD software.
[0012] Working Principle: When using the intelligent design review system for power transmission and transformation projects based on CAD drawing element recognition technology, the system first uploads the CAD drawings to be recognized to the data import unit via the cloud server module. The data and drawings are then stored in the drawing storage unit for easy access and to prevent data and drawing loss during operation. The verification unit compares the uploaded data and images, analyzes the data and drawings, and further identifies the overlap between them. The automatic repair unit automatically repairs problems in the drawings, reducing issues such as misaligned lines and fills. The automatic detection module scans the drawings and analyzes the scanned data with previous years' drawings. The document and drawing detection unit further checks the overlap between the drawings and documents, reducing the number of times construction personnel need to modify the drawings. The automatic recognition module automatically recognizes the data and drawings, inputs the data, classifies the data and drawings through the data classification unit, and saves it in real time through the data storage unit. To ensure the preservation of drawings and data, the system employs several mechanisms. First, categorized data is imported into the database module. The database module then imports the categorized data and drawings into the database module, saving them according to their respective formats. The export module then uploads the organized data and drawings to the cloud server module for storage, thus creating a categorized storage system for data and drawings. The comparison and analysis module analyzes and compares CAD drawings with the required materials and equipment. The engineering cost data unit extracts the data and uploads it through the engineering cost data upload unit. The uploaded data is compared with the data within the engineering cost data unit. The engineering equipment and materials comparison unit analyzes the material prices of the required equipment. If the price exceeds a certain percentage, the abnormal data is marked, and the marked abnormal cost data is output. An early warning unit provides a warning. During the automatic recognition of CAD drawings, the system automatically starts the CAD program and captures the drawings through the image acquisition unit. The image edge analysis unit then performs automatic recognition and extraction of CAD drawings.
[0013] This invention provides an intelligent design review system for power transmission and transformation projects based on CAD drawing element recognition technology. It has the following beneficial effects:
[0014] This invention, through the cooperation of an upload module, a proofreading unit, an automatic repair unit, and an automatic detection module, identifies and stores uploaded data and images, preventing data and drawings from being lost during operation, while also achieving the effect of scanning, automatically identifying, and extracting CAD drawings. Attached Figure Description
[0015] Figure 1 This is a schematic diagram of the main framework of the present invention;
[0016] Figure 2 This is a schematic diagram of the upload module of the present invention;
[0017] Figure 3 This is a flowchart of the proofreading unit of the present invention;
[0018] Figure 4 This is a flowchart of the automatic detection module of the present invention;
[0019] Figure 5 This is a schematic diagram of the automatic identification module of the present invention;
[0020] Figure 6 This is a flowchart of the database module of the present invention;
[0021] Figure 7 This is a schematic diagram of the comparison and analysis module of the present invention;
[0022] Figure 8 This is a schematic diagram of the automatic identification module of the present invention. Detailed Implementation
[0023] The technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.
[0024] Example:
[0025] like Figure 1-8 As shown, this embodiment of the invention provides an intelligent design review system for power transmission and transformation projects based on CAD drawing element recognition technology. The system includes a cloud server module, which comprises an upload module, an automatic detection module, an automatic recognition module, a database module, and a comparison and analysis module. The upload module is connected to the automatic detection module, the automatic detection module is connected to the automatic recognition module, and the automatic recognition module is connected to the database module. The output of the database module is electrically connected to the comparison and analysis module. Through the cooperation of the automatic detection module and the upload module, data and drawings are identified and stored, preventing data and drawing loss during operation. Simultaneously, the system achieves the effect of scanning, automatically recognizing, and extracting CAD drawings.
[0026] The upload module includes a data import unit, a drawing import unit, a drawing storage unit, and a proofreading unit. The data import unit is connected to the drawing import unit, the drawing import unit is connected to the drawing storage unit, and the drawing storage unit is connected to the proofreading unit. The upload module is used to upload and store data and drawings, and to save the data to prevent the loss of data and drawings during operation.
[0027] The proofreading unit also includes a drawing comparison unit and an automatic repair unit. The drawing comparison unit is connected to the automatic repair unit. The proofreading unit compares the uploaded data and images with the drawings to reduce the problems of non-overlapping lines and filling in CAD drawings.
[0028] The automatic detection module includes a scanning unit, a previous year's drawing import unit, and a document and drawing detection unit. The scanning unit is connected to the previous year's drawing import unit, and the output of the previous year's drawing import unit is electrically connected to the input of the document and drawing detection unit. The automatic detection module is used for importing and detecting documents and data. Through the document and drawing detection unit, the overlap between drawings and documents can be detected in one step, reducing the number of times construction personnel need to modify drawings.
[0029] The automatic identification module includes an input data unit, a data classification unit, a data storage unit, and a data import unit. The input data unit is connected to the data classification unit, the data classification unit is connected to the data storage unit, and the data storage unit is connected to the data import unit. Real-time saving is performed through the data storage unit, further ensuring the effectiveness of preventing the loss of drawings and data.
[0030] The database module includes an import unit, an import unit, and an upload unit. The import units are connected to each other, and the import units are connected to the upload unit. The database module is used to import and upload data. The export unit uploads the organized data and drawings to the cloud server module for storage, thus forming a categorized storage of data and drawings.
[0031] The comparison and analysis module includes an engineering cost data unit, an engineering cost data upload unit, an engineering equipment and materials comparison unit, and an early warning unit. The engineering cost data unit is connected to the engineering cost data upload unit, the engineering cost data upload unit is connected to the engineering equipment and materials unit, and the engineering equipment and materials unit is connected to the early warning unit. The comparison and analysis module is used to compare and identify drawings and engineering costs. Through the engineering equipment and materials comparison unit, the material prices of the equipment required for the analysis data are compared and analyzed. If the price exceeds a certain proportion, the abnormal data is marked, the marked abnormal cost data is output, and an early warning is issued through the early warning unit.
[0032] The automatic recognition module includes a startup program unit, an image acquisition unit, an image scanning unit, and an image edge analysis unit. The startup program unit is connected to the image acquisition unit, the image acquisition unit is connected to the image scanning unit, and the image scanning unit is connected to the image edge analysis unit. The automatic recognition module is used to recognize and extract images from within the CAD software. It achieves the effect of automatic recognition and extraction of CAD drawings by scanning the drawings and then using the image edge analysis unit.
[0033] Although embodiments of the invention have been shown and described, it will be understood by those skilled in the art that various changes, modifications, substitutions and alterations can be made to these embodiments without departing from the principles and spirit of the invention, the scope of which is defined by the appended claims and their equivalents.
Claims
1. A smart design review system for power transmission and transformation projects based on CAD drawing element recognition technology, including a cloud server module, characterized in that: The cloud server module includes an upload module, an automatic detection module, an automatic identification module, a database module, and a comparison and analysis module. The upload module is connected to the automatic detection module, the automatic detection module is connected to the automatic identification module, the automatic identification module is connected to the database module, and the output end of the database module is electrically connected to the comparison and analysis module. The automatic detection module includes a scanning unit, a previous year's drawing import unit, and a document and drawing detection unit. The scanning unit is connected to the previous year's drawing import unit, and the output terminal of the previous year's drawing import unit is electrically connected to the input terminal of the document and drawing detection unit. The automatic detection module is used for importing and detecting documents and data. The comparison and analysis module includes an engineering cost data unit, an engineering cost data upload unit, an engineering equipment and materials comparison unit, and an early warning unit. The engineering cost data unit is connected to the engineering cost data upload unit, the engineering cost data upload unit is connected to the engineering equipment and materials comparison unit, and the engineering equipment and materials comparison unit is connected to the early warning unit. The comparison and analysis module is used to compare and identify drawings and engineering costs. The upload module includes a data import unit, a drawing import unit, a drawing storage unit, and a proofreading unit. The data import unit is connected to the drawing import unit, the drawing import unit is connected to the drawing storage unit, and the drawing storage unit is connected to the proofreading unit. The upload module is used to upload and store data and drawings. The proofreading unit also includes a drawing comparison unit and an automatic repair unit, wherein the drawing comparison unit is connected to the automatic repair unit; The automatic recognition module includes an input data unit, a data classification unit, a data storage unit, and a data import unit. The input data unit is connected to the data classification unit, the data classification unit is connected to the data storage unit, and the data storage unit is connected to the data import unit. The database module includes an import unit, an export unit, and an upload unit. The import unit is connected to the export unit, and the export unit is connected to the upload unit. The database module is used to import and upload data. The automatic recognition module includes a startup program unit, an image acquisition unit, an image scanning unit, and an image edge analysis unit. The startup program unit is connected to the image acquisition unit, the image acquisition unit is connected to the image scanning unit, and the image scanning unit is connected to the image edge analysis unit. The automatic recognition module is used to recognize and extract images from within the CAD software.
Citation Information
Patent Citations
Power transmission and transformation project cost intelligent evaluation system and evaluation method
CN112396336A
Method and device for automatically modifying and generating electrical lighting drawings and computer equipment
CN113282999A
Intelligent reading and contrastive analysis method based on distribution network design drawing data
CN113468360A