• 제목/요약/키워드: Automated checking module

검색결과 7건 처리시간 0.018초

Integrating a Machine Learning-based Space Classification Model with an Automated Interior Finishing System in BIM Models

  • Ha, Daemok;Yu, Youngsu;Choi, Jiwon;Kim, Sihyun;Koo, Bonsang
    • 한국건설관리학회논문집
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    • 제24권4호
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    • pp.60-73
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    • 2023
  • The need for adopting automation technologies to improve inefficiencies in interior finishing modeling work is increasing during the Building Information Modeling (BIM) design stage. As a result, the use of visual programming languages (VPL) for practical applications is growing. However, undefined or incorrect space designations in BIM models can hinder the development of automated finishing modeling processes, resulting in erroneous corrections and rework. To address this challenge, this study first developed a rule-based automated interior finishing detailing module for floors, walls, and ceilings. In addition, an automated space integrity checking module with 86.69% ACC using the Multi-Layer Perceptron (MLP) model was developed. These modules were integrated into a design automation module for interior finishing, which was then verified for practical utility. The results showed that the automation module reduced the time required for modeling and integrity checking by 97.6% compared to manual work, confirming its utility in assisting BIM model development for interior finishing works.

개방형BIM환경에서의 룰기반 초고층건축물 피난법규 검토모듈 개발 (Development of Rule-based Checking Modules for the Evacuation Regulations of Super-tall Buildings in Open BIM Environments)

  • 김인한;최중식;조근하
    • 한국CDE학회논문집
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    • 제18권2호
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    • pp.83-92
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    • 2013
  • IFC based open BIM has internationally developed as a solution for interoperability problem among different software applications. Despite much interest and effort, the open BIM technologies are rarely introduced to the construction industry and need more technical development for a practical application as well. This research aims to develop automated code checking modules for quality assurance process of BIM data. The research have analyzed domestic regulations focusing on super-tall buildings and developed open BIM-based code checking modules for the evacuation regulations. The modules are able to validate evacuation regulations such as installation of emergency elevator and fire safety zone. The authors expect to improve the process of BIM quality assurance and enhance the quality of BIM data by this research on automated checking system.

불규칙성 박판제품의 프로그래시브 다이설계를 위한 자동화된 CAD시스템 (An automated process planning 8 die design using expert system for blanking or piercing of irregular shaped sheet metal products)

  • 김재훈;김철;최재찬;김병민
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 1995년도 추계학술대회 논문집
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    • pp.214-218
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    • 1995
  • Much labor, an exceedingly long lead time, and the skills of experienced engineers are required for press tool design. To reduce such problems, several CAD systems for blanking or piercing have been developed. This paper describes a computer-aided design for blanking or piercing of irregularly shaped sheet metal products. An approach to the system is based on knowledge base rules. The process planning & die design system is designed by considering several factors, such as complexity of blank geometry, punch profile, and availability of press equipment and standard parts. Therefore, after checking a production feasibility for irregular shaped sheet metal products, this system which is implemented strip layout module can carry out a process planning and generate the strip layout in graphic forms. Also this system implemented die layout module can carry out a die design for each process which is obtained form the result of an automated process planning and generate parts and assembly drawing of a die set.

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박판제품의 블랭킹 및 피어싱과 굽힘 가공을 위한 순차이송용 공정 및 금형 설계와 가공자동화 시스템 (A Progressive Automated-Process Planning and Die Design and Working System for Blanking or Piercing and Bending of Sheet Metal Product)

  • 최재찬;김철
    • 소성∙가공
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    • 제7권3호
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    • pp.246-259
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    • 1998
  • This paper describes a research work of developing a computer-aided design and manufacturing of irregular shaped sheet metal product for blanking or piercing and bending operations. An approach to the system is based on the knowledge-based rules. Knowledge for the system is formulated from plasticity theories experimental results and the empirical knowledge of field experts, This system has been written in AutoLISp on the AutoCAD and in customer tool kit on the SmartCAM with a personal computer and is composed of nine modules which are input and shape treatment, flat pattern-layout, pro-processor module. Based on the knowledge-based rules, the system is designed by considering several factors, such as material and thickness of product complexities of blank geometry and punch profile sheet metal to give flat pattern and automatically account for the adjustment of bending allowances to match tooling requirements by checking dimensions and generating NC data automatically according to drawings of die-layout module. Results carried out in each module will provide efficiencies to the designer and the manufacturer of blanking or piercing and bending die in this field.

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굽힘공정을 갖는 불규칙형상 박판제품의 블랭킹 및 피어싱용 공정설계 시스템 (An Automated Process Planning System for Blanking or Piercing of Irregular Shaped Sheet Metal Product with Bending Processes)

  • 최재찬;김병민;김철
    • 한국정밀공학회지
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    • 제15권3호
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    • pp.18-23
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    • 1998
  • This paper describes a research work of developing a computer-aided design of blanking and piercing for irregular-shaped sheet metal products. An approach to the CAD system is based on the knowledge-based rules. Knowledge for the CAD system is formulated from plasticity theories, experimental results and the empirical knowledge of field experts. The system has been written in AutoLISP on the AutoCAD with a personal computer and is composed of four main modules, which are input and shape treatment, flat pattern layout, production feasibility check, and strip layout module. Based on knowledge-based rules, the system is designed by considering several factors, such as radius and angle of bend. material and thickness of product, complexities of blank geometry and punch profile, and availability of press. This system is capable of unfolding a formed sheet metal part to give flat pattern and automatically account for the adjustment of bend allowances to match tooling requirements by checking the dimensions and relationships of parts of the folded product. Also this system can carry out a process planning which is obtained from results of irregular shape of product that was successful in production feasibility check module according to flat pattern layout and generate strip layout drawing in graphic forms. The developed system provides its efficiency for flat pattern layout, and strip layout for the irregularly shaped sheet metal products.

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CATIA API를 활용한 프레스금형 트림스틸 설계 자동화 S/W 모듈 개발 (Development of A Software Tool for Automatic Trim Steel Design of Press Die Using CATIA API)

  • 김강연
    • 한국산학기술학회논문지
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    • 제18권3호
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    • pp.72-77
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    • 2017
  • 본 논문은 자동차 프레스 절단 금형의 설계 자동화를 위한 설계 지원 툴 개발에 관한 연구을 다룬다. 현업에서 진행하는 자동차 패널 절단 공정 금형설계 프로세스를 분석하고 패턴을 가지는 반복 작업들을 그룹화 하여 자동화 모듈을 개발하였다. 제안하는 시스템은 절단금형 스틸파트를 자동 생성하는 템플릿 모델과 자동 생성된 절단금형 스틸파트를 자동 배치하는 UI 기능의 두 가지 모듈로 구성 하였다. 템플릿 모델은 트림스틸 설계에 활용되는 유형들을 고려하여 4가지 종류로 개발하였으며, 자동생성시 오류발생을 제로화 하기 위해 벡터 내적과 외적을 활용하여 설계기준이 되는 점, 선, 곡선, 면, 곡면의 방향을 체크 하고 바로잡는 방향성 제어 관계식 룰을 구현 하였다. 개발한 시스템을 대표 상용 CAD시스템 중 하나인 CATIA V5의 확장 메뉴형태로 탑재하기 위하여 CATIA Knowledgeware, CATIA SDK, Visual C++를 사용하여 개발하였다. 제안하는 시스템을 다양한 자동차 외관 패널에 적용한 결과 전통적인 방법에 비해 약 74%의 시간감축 효과를 얻을 수 있었다.

굽힘 및 피어싱 공정을 갖는 불규칙형상 제품의 프로그레시브 가공을 위한 네스팅 및 공정설계 자동화 시스템 (An Automated Nesting and Process Planning System of Irregularly Shaped-Sheet Metal Product With Bending and Piercing Operation for Progressive Working)

  • 최재찬;김병민;김철
    • 한국정밀공학회지
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    • 제15권6호
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    • pp.22-32
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    • 1998
  • This paper describes a research work of developing a computer-aided design of irregularly shaped-sheet metal product with bending and piercing operation for progressive working. An approach to the CAD system is based on the knowledge-based rules. Knowledge for the CAD system is formulated from plasticity theories, experimental results and the empirical knowledge of field experts. The system has been written in AutoLISP on the AutoCAD with a personal computer and is composed of five main modules, which are input and shape treatment, flat pattern-layout, production feasibility check, blank-layout, and strip-layout module. Based on knowledge-based rules, the system is designed by considering several factors, such as radius and angle of bend, material and thickness of product, complexities of blank geometry and punch profile, and availability of press. This system is capable of unfolding a formed sheet metal part to give flat pattern and automatically account for the adjustment of bend allowances to match tooling requirements by checking dimensions and the best utilization ratio of blank-layout within bending production feasibility area which is beyond ${\pm}30^{\circ}$ degrees intersecting angle between grain flow and bending edge line and which is suitable to progressive bending operation. Also the strip-layout drawing generated by a bending and a piercing operation according to punch profiles divided into automatically for external area of irregularly shaped-sheet metal product is displayed in graphic forms.

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