유전자 알고리즘을 활용한 BIM 도면 주석 간섭 조정 기술 개발

• 영문명: Development of BIM Drawing Annotation Interference Adjustment Technology Using Genetic Algorithm
• 발행기관: 한국BIM학회
• 저자명: 전진규(Jeon, Jin-Gyu) 박재호(Park, Jae-Ho) 김이제(Kim, Yi-Je) 진상윤(Chin, Sang-Yoon)
• 간행물 정보: 『KIBIM Magazine』13권 3호, 85~95쪽, 전체 11쪽
• 주제분류: 공학 > 건축공학
• 파일형태: PDF
• 발행일자: 2023.09.30

영문 초록

In the process of creating drawings based on Building Information Modeling (BIM), automatically generated annotations can cause interference issues depending on the drawing type. This study aims to develop an algorithm for repositioning annotations using genetic algorithms to minimize such interferences. To achieve this, the Application Programming Interface (API) of BIM software was used to analyze data extractable from BIM drawing files. The process involved defining drawing data related to annotation repositioning, preprocessing this data, and deriving optimal placement coordinates for the annotations. Furthermore, applying the developed algorithm to the preliminary design drawings of small and medium-sized neighborhood facilities resulted in approximately a 95.37% decrease in annotation interference, indicating that the proposed algorithm can significantly enhance productivity in BIM-based drawing tasks.

목차

1. 서론

2. 선행연구 고찰

3. 데이터 분석

4. 데이터 추출

5. 데이터 전처리

6. 인공지능 모델

7. 향후 연구 진행 방향 및 결론

감사의 글

References

키워드

BIM BIM 도면 주석 재배치 주석 간섭 간섭 인식 주석객체 재배치 자동화 인공지능 유전자 알고리즘 BIM BIM Drawing Annotation Rearrangement Annotation Interference Interference Detection Automate Annotation Object Rearrangement Artificial Intelligence Genetic Algorithm