• Title/Summary/Keyword: BIM 데이터

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A Method to Build Daily Progress Management Model based on BIM Estimate Data in Construction Phase (BIM 기반의 시공단계 견적데이터를 활용한 일일 진도관리모델 구축 방안)

  • Jung, Jun-Ho;Chin, Sang-Yoon
    • Korean Journal of Construction Engineering and Management
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    • v.12 no.5
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    • pp.23-34
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    • 2011
  • Reliable progress management at construction requires integrated information of cost and schedule, and information is used as a basis for project performance measurement. However, separate handling of cost and schedule information at construction projects makes objective measurement more difficult and decreases management productivity due to additional works for breaking down bill of quantities into corresponding activities. Recently, research related to BIM addresses issues on effective progress management based on BIM with incorporation of daily progress management. Therefore, the objective of this paper is to propose information model for daily progress rate and budgeted cost of work performed by utilizing BTM-based quantity and location information.

Predicting Steel Structure Product Weight Ratios using Large Language Model-Based Neural Networks (대형 언어 모델 기반 신경망을 활용한 강구조물 부재 중량비 예측)

  • Jong-Hyeok Park;Sang-Hyun Yoo;Soo-Hee Han;Kyeong-Jun Kim
    • The Journal of the Korea institute of electronic communication sciences
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    • v.19 no.1
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    • pp.119-126
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    • 2024
  • In building information model (BIM), it is difficult to train an artificial intelligence (AI) model due to the lack of sufficient data about individual projects in an architecture firm. In this paper, we present a methodology to correctly train an AI neural network model based on a large language model (LLM) to predict the steel structure product weight ratios in BIM. The proposed method, with the aid of the LLM, can overcome the inherent problem of limited data availability in BIM and handle a combination of natural language and numerical data. The experimental results showed that the proposed method demonstrated significantly higher accuracy than methods based on a smaller language model. The potential for effectively applying large language models in BIM is confirmed, leading to expectations of preventing building accidents and efficiently managing construction costs.

The study related to the meta data for the attribute mapping from IFC to CityGML (IFC에서 CityGML로 속성 맵핑을 위한 메타 데이터에 관한 연구)

  • Kang, Tae Wook;Choi, Hyun Sang;Hwang, Jung Rae;Hong, Chang Hee
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.30 no.6_1
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    • pp.559-565
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    • 2012
  • The purpose of the present study is to suggest the meta data of the attribute mapping for interoperability from IFC to CityGML. For this, we analyzed the interoperability issue including the neutral information model structure such as IFC, CityGML. To solve the interoperability problem between IFC and CityGML model which is the neutral GIS format, We proposed the meta data including the mapping rule. The meta data is consists of the connection information between BIM and GIS model, the mapping rule based on the perspective of the use-case, the operator and the attribute. By using this, XML to represent the meta data is defined and the information mapping system is developed.

A Study on Light-weight Algorithm of Large scale BIM data for Visualization on Web based GIS Platform (웹기반 GIS 플랫폼 상 가시화 처리를 위한 대용량 BIM 데이터의 경량화 알고리즘 제시)

  • Kim, Ji Eun;Hong, Chang Hee
    • Spatial Information Research
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    • v.23 no.1
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    • pp.41-48
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    • 2015
  • BIM Technology contains data from the life cycle of facility through 3D modeling. For these, one building products the huge file because of massive data. One of them is IFC which is the standard format, and there are issues that large scale data processing based on geometry and property information of object. It increases the rendering speed and constitutes the graphic card, so large scale data is inefficient for screen visualization to user. The light weighting of large scale BIM data has to solve for process and quality of program essentially. This paper has been searched and confirmed about light weight techniques from domestic and abroad researches. To control and visualize the large scale BIM data effectively, we proposed and verified the technique which is able to optimize the BIM character. For operating the large scale data of facility on web based GIS platform, the quality of screen switch from user phase and the effective memory operation were secured.

Application of Data Dictionary to BIM for Small and Medium Project (중소규모 사업용 BIM을 위한 데이터 사전의 활용)

  • Lee, Hwan Woo;Lee, Kyung Sub;Kim, Kwang Yang
    • Journal of the Computational Structural Engineering Institute of Korea
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    • v.26 no.6
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    • pp.431-438
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    • 2013
  • The systemization of construction information is required over whole life cycle of facilities to improve productivity of construction industry. BIM(Building Information Modeling) is a technology to manage information based on 3D information model. It has been actively suggested as one of the alternatives. However, it may be currently concentrated on the large project while the small and medium project based on BIM are slightly treated in indifference. In the case of small and medium project, the loss of information has been occurred more seriously than large project. However, it is hard to introduce BIM to the small and medium companies due to the lack of investment resources. This study has been performed to set up information management system based on BIM considering characteristics of small and medium project without excessive investment. In this study, pseudo BIM is defined as BIM for small and medium project. The concept of pseudo BIM has been suggested. The PLIB of ISO and construction information classification system of MOLIT in Korea are used to construct data dictionary for pseudo BIM. A pilot test is performed to verify the effectiveness of pseudo BIM.

A Study of the Establishment of Framework for Information Exchange based on IFC Model in Domestic Collaborative Design Environment (국내 협업 설계 환경에서의 IFC기반 정보 교환 프레임워크 구축에 관한 연구)

  • Shin, Joonghwan;Kwon, Soonwook;Lee, Kyuhyup;Choi, Sangduck;Kim, Jinman
    • Korean Journal of Construction Engineering and Management
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    • v.16 no.1
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    • pp.24-34
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    • 2015
  • As recent multilateral collaboration design system has been advanced, BIM based data exchange is a key factor for successful next generation building project. Even though many studies have been trying to set up a data compatibility system for collaboration, There are still a lot of problem in data exchange between design and engineering phase. Therefore, In this study, we analysis causes of problem for information exchange and suggest a IFC based Information exchange framework for improving BIM based design collaboration environment. In order to find out problems that hinder establishment of advanced open BIM information exchange, proper analysis about transition of process from current and to-be BIM based design collaboration process is important, at first. From analysis of main obstacles to information exchange, this research suggests solution plan using open API and IFC based BIM collaboration supporting system. The suggested open API solution named Integrity feedback system perform a role making up for weak point derived from IFC based data exchange. And main system suggestion about framework for IFC based information exchange reflect technological system support, requirement of function for collaboration including API/BCF plug-in.

A Study on the Utilization of BIM Model using Vertex Data-based Division Method (정점데이터기반 분할기법을 활용한 BIM모델의 활용 방안 연구)

  • Jae-Yeong, Hwang;Jae-Hee, Lee;Leen-Seok, Kang
    • Land and Housing Review
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    • v.14 no.1
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    • pp.123-134
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    • 2023
  • The BIM (Building Information Modeling) model created in the design stage can be used for prior review and schedule management for the construction stage. However, in the case of actual BIM application cases, additional work is required, such as creating a new model suitable for the construction stage, rather than using the 3D model in the design stage, due to the difference in the purpose of use between the design stage and the construction stage. Therefore, in this study, a division function of BIM model is proposed as a method of recycling it in the construction stage without a remodeling process. In addition, the application to the actual BIM model and the 4D CAD system linkage of the divided object and the comparison with the existing division method are used to verify the usability.

Development of Construction Material Naming Ontology for Automated Building Energy Analysis (건축물 에너지 분석 자동화를 위한 건축 자재명 온톨로지 구축)

  • Kim, Ka-Ram;Kim, Gun-Woo;Yoo, Dong-Hee;Yu, Jung-Ho
    • Korean Journal of Construction Engineering and Management
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    • v.12 no.5
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    • pp.137-145
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    • 2011
  • BIM Data exchange using standard format can provide a user friendly and practical way of integrating the BIM tools in the life cycle of a building on the currently construction industry which is participated various stakeholder. It used IFC format to exchange the BIM data from Design software to energy analysis software. However, since we can not use the material name data in the library of an energy analysis directly, it is necessary to input the material property data for building energy analysis. In this paper, to matching the material named of name of DOE-2 default library, rhe extracted material names from BIM file are inferred by the ontology With this we can make the reliable input data of the engine by development a standard data and also increase the efficient of building energy analysis process. The methodology can enable to provide a direction of BIM-based information management system as a conceptual study of using ontology in the construction industry.

Development of the Spatial Indexing Method for the Effective Visualization of BIM data based on GIS (GIS 기반 BIM 데이터의 효과적 가시화를 위한 공간인덱싱 기법 개발)

  • Kim, Ji-Eun;Kang, Tae-Wook;Hong, Chang-Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.8
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    • pp.5333-5341
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    • 2014
  • Recently, with the increasing interest in facility management based on indoor spatial information, various studies have been attempted to manage facility conversion between BIM and GIS. Visualization of the geometry data for a large-scale is one of the major issues to the maintenance system. Therefore, this study designed the spatial indexing algorithm through an IFC schema-based scenario for the effective visualization of BIM data based on GIS. A part of the algorithm was developed implementing the OcTree structure and this research has a test for the developed output with IFC sample data. Ultimately, we propose the spatial indexing method for the effective visualization of BIM data based on GIS.

BIM-based visualization technology for blasting in Underground Space (지하공간 BIM 기반 발파진동 영향 시각화 기술)

  • Myoung Bae Seo;Soo Mi Choi;Seong Jong Oh;Seong Uk Kim;Jeong Hoon Shin
    • Smart Media Journal
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    • v.12 no.11
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    • pp.67-76
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    • 2023
  • We propose a visualization method to respond to civil complaints through an analysis of the impact of blasting. In order to analyze the impact of blasting on tunnel excavation, we propose a simulation visualization method considering the mutual influence of the construction infrastructure by linking measurement data and 3D BIM model. First, the level of BIM modeling required for simulation was defined. In addition, vibration measurement data were collected for the GTX-A construction site, terrain and structure BIM were created, and a method for visualizing measurement data using blast vibration estimation was developed. Next, a spherical blasting influence source library was developed for visualization of the blasting influence source, and a specification table that could be linked with Revit Dynamo automation logic was constructed. Using this result, a method for easily visualizing the impact analysis of blasting vibration in 3D was proposed.