• 한국건축시공학회:학술대회논문집
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• 한국건축시공학회 2015년도 추계 학술논문 발표대회
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• pp.183-184
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• 2015

More than 50% of the existing buildings in Korea are over 15 years old. Therefore it is necessary to be held reconstruction or remodeling deteriorated buildings more efficiently. Especially, since remodeling project reserves existing structures, it requires less period of project and construction period compare to reconstruction. It is possible to minimize uncertainty in communication between participants and able to manage information and construct efficiently in remodeling projects. This paper is first step of integrated BIM-based whole lifecyle management of apartment remodeling process. It suggests 3D laser scanner specification factors and site constraint factors for mapping between two groups. Therefore it will contribute to develop mapping algorithm of two groups and find optimal combination for apartment remodeling.

• 대한토목학회논문집
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• 제40권2호
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• pp.239-245
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• 2020

최근 BIM (Building Information Modeling)이 건설 산업계에서 폭넓게 활용되고 있다. 하지만 과거에 시공이 된 구조물에 경우 대부분 BIM이 구축되어 있지 않다. BIM이 구축되지 않은 구조물의 경우, 카메라로부터 얻은 2D 이미지에 SfM (Structure from Motion) 기법을 활용하면 3D 모델의 점군 데이터(Point cloud)를 생성하고 BIM을 구축할 수 있다. 하지만 이렇게 생성된 점군 데이터는 의미론적 정보가 포함되어 있지 않기 때문에, 수작업으로 구조물의 어떤 요소인지 분류해 주어야 한다. 따라서 본 연구에서는 구조물 구성요소를 분류하는 과정을 자동화하기 위하여 딥러닝을 적용하였다. 딥러닝 네트워크 구축에는 CNN (Convolutional Neural Network) 구조의 Inception-ResNet-v2를 사용하였고, 전이학습을 통하여 교량 구조물의 구성요소를 학습하였다. 개발된 시스템을 검증하기 위하여 수집한 데이터를 이용하여 구성요소를 분류한 결과, 교량의 구성요소를 96.13 %의 정확도로 분류할 수 있었다.

• 국제학술발표논문집
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• The 5th International Conference on Construction Engineering and Project Management
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• pp.14-20
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• 2013

Substantial research has been performed on the data standards and exchanges in the AEC/FM industry over the past several years. The growing popularity of BIM technology is based heavily upon a perception that the technology can facilitate the sharing and reuse of information during a project life-cycle. Although many researchers and practitioners are in agreement about the potential applicability and benefit of BIM in construction, it is still unclear why BIM is adopted, and what factors enhance implementation of BIM. Thus, BIM acceptance and use remains a central concern of BIM research and practice. Therefore, we propose the key factors affecting the acceptance of BIM in construction organizations using factor analysis. The key factors for BIM acceptance are identified through a literature review in TAM (Davis 1989) and related theories, and consolidated by interviews and pilot studies with professionals in construction industry. Based on the factors, a questionnaire was designed and sent out to construction organizations such as contractors, architects, and engineers in Korea. Total 148 completed questionnaires were retrieved. Using factor analysis, key factors were grouped into six dimensions. These findings will clarify what the highly prioritized factors are, and can also be used in an assessment tool for the performance of BIM utilization.

• 한국디지털건축인테리어학회논문집
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• 제12권3호
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• pp.15-25
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• 2012

The purpose of this research is to explore the necessity of utilizing IPD methods along BIM based project operation in domestic construction market. IPD is relatively new project delivery methods focused on the collaboration of stockholders based on BIM technology. IPD is focused on the multiparty contract process rather than multiple bilateral contracts under Traditional Project Delivery Methods. The research method is to investigate the IPD standard contract documents, successful IPD project cases in the U.S. The research results are as follows. The model for an IPD standard contract needs to be developed for the application to a real construction projects. Various types of IPD model contract need to be developed to accommodate the requirements of industry and stockholders in Korea.

• 한국건설관리학회논문집
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• 제25권4호
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• pp.24-33
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• 2024

최근 스마트건설이 활성화됨에 따라 기업의 스마트 건설기업으로 전환을 위해 건설회사에서는 스마트건설에 관한 역량 평가가 진행되고 있다. 그러나 스마트 건설의 활성화는 건설회사만 해당되는 것이 아니라 발주자, 설계자, 건설사업관리자, 시공자 등 건설 프로젝트 참여자 전체의 활용수준이 평가되어 향상되어야 한다. 따라서 본 연구에서는 건설사업관리수행에서 CM기업의 BIM 활용수준을 측정하기 위해 BIM 활용수준에 대한 평가모델을 제시하고 평가하고자 한다. 본 연구의 방법은 BIM 활용항목별 가중치를 선정하기 위해 BIM 실무자들을 대상으로 AHP 설문조사를 실시하였다. 산정된 결과를 평가 모델에 활용하기 위해 점수화 시켜 BIM 활용수준 평가모델을 구축하고 평가하고자 한다. 평가 결과 중 정량 평가에서는 BIM 사용 가능 인력수에서 기업별 차이를 보였고 정성평가에서는 간섭검토, 시공성 검토, 설계변경관리에 주로 활용하고 있는 것으로 나타났다. BIM 활성화를 위해서는 건설사업관리자를 대상으로 별도의 전문 교육을 실시하여 BIM 활용능력을 강화시키고 건설사업관리업무 수행에 있어 BIM활용에 대한 명확한 활용기준 및 업무범위 제시가 필요할 것으로 사료된다. 결과적으로 본 연구에서 제시한 모델을 활용하여 더 많은 기업에 대한 평가를 진행하며, 평가 결과는 CM기업의 스마트건설의 전환과 BIM 도입 활성화게 기여할 수 있을 것으로 사료된다.

• 한국건축시공학회:학술대회논문집
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• 한국건축시공학회 2023년도 가을학술발표대회논문집
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• pp.239-240
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• 2023

Construction site management involves overseeing tasks from the construction phase to the maintenance stage, and digitalization of construction sites is necessary for digital construction site management. In this study, we aim to conduct research on object recognition at construction sites using drones. Images of construction sites captured by drones are reconstructed into BIM (Building Information Modeling) models, and objects are recognized after partially rendering the models using artificial intelligence. For the photorealistic rendering of the BIM models, both traditional filtering techniques and the generative adversarial network (GAN) model were used, while the YOLO (You Only Look Once) model was employed for object recognition. This study is expected to provide insights into the research direction of digital construction site management and help assess the potential and future value of introducing artificial intelligence in the construction industry.

• Journal of Construction Engineering and Project Management
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• 제8권4호
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• pp.1-24
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• 2018

In the last decade, the use of Building Information Modeling (BIM) as a new technology has been applied with traditional Computer-aided design implementations in an increasing number of architecture, engineering, and construction projects and applications. Its employment alongside construction management, can be a valuable tool in helping move these activities and projects forward in a more efficient and time-effective manner. The traditional stakeholders, i.e., Owner, A/E and the Contractor are involved in this BIM system that is used in almost every activity of construction projects, such as design, cost estimate and scheduling. This article extracts major features of the application of BIM from perspective of participating BIM components, along with the different phrases, and applies to them a logistic analysis using a fuzzy performance tree, quantifying these phrases to judge the effectiveness of the BIM techniques employed. That is to say, these fuzzy performance trees with fuzzy logic concepts can properly translate the linguistic rating into numeric expressions, and are thus employed in evaluating the influence of BIM applications as a mathematical process. The rotational fuzzy models are used to represent the membership functions of the performance values and their corresponding weights. Illustrations of the use of this fuzzy BIM performance tree are presented in the study for the uninitiated users. The results of these processes are an evaluation of BIM project performance as highly positive. The quantification of the performance ratings for the individual factors is a significant contributor to this assessment, capable of parsing vernacular language into numerical data for a more accurate and precise use in performance analysis. It is hoped that fuzzy performance trees and fuzzy set analysis can be used as a tool for the quality and risk analysis for other construction techniques in the future. Baldwin's rotational models are used to represent the membership functions of the fuzzy sets. Three scenarios are presented using fuzzy MEAN, AND and OR gates from the lowest to intermediate levels of the tree, and fuzzy SUM gate to relate the intermediate level to the top component of the tree, i.e., BIM application final performance. The use of fuzzy MEAN for lower levels and fuzzy SUM gates to reach the top level suggests the most realistic and accurate results. The methodology (fuzzy performance tree) described in this paper is appropriate to implement in today's construction industry when limited objective data is presented and it is heavily relied on experts' subjective judgment.

• 한국재난정보학회 논문집
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• 제18권4호
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• pp.922-929
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• 2022

연구목적: 본 논문은 지하공동구 내 CCTV에서 촬영된 영상에서 소화기를 탐지하기 위해 딥러닝 모델을 개발하는데 목적이 있다. 연구방법: 딥러닝 기반 지하공동구 내 소화기 탐지를 위해 다양한 소화기 이미지를 수집하였으며 CNN 알고리즘을 기반으로 하여 One-stage Detector 방식을 적용한 모델을 개발하였다. 연구결과: 지하공동구 내 CCTV 영상을 통해 10m 이내의 거리에서 촬영되는 소화기의 검출률은 96%이상으로 우수한 검출률을 보여준다. 다만 10m 이상의 거리에서는 육안으로도 확인하기 힘든 상태로, 소화기 객체 검출률이 급격하게 낮아지는 것을 확인하였다. 결론: 본 논문은 지하공동구 내 소화기 객체를 검출하는 모델을 개발하였으며, 해당 모델이 높은 성능을 보여 지하공동구 디지털트윈 모델 연동에 활용할 수 있을 것으로 판단된다.

• 한국콘텐츠학회:학술대회논문집
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• 한국콘텐츠학회 2012년도 춘계 종합학술대회 논문집
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• pp.427-428
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• 2012

건설사업의 복합화, 대형화, 첨단화에 따라 3차원 설계와 정보모델 작성에 필수적인 BIM(Building Information Modeling) 소프트 웨어 활용을 확대하고 도입과 운용비용을 절감할 수 있도록 클라우드 컴퓨팅 환경의 서비스형 소프트웨어 방식의 개발방안을 제안한다.

• 한국BIM학회 논문집
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• 제3권3호
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• pp.19-28
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• 2013

In Korea highway bridges, most piers are the type of one-column or multi-column ones. So, in this study, under an environment applying BIM so fast, to activate researches on two-column piers subjected to bidirectional seismic loading, a 3D parametric modeling method was selected when the model of two-column piers and one-column piers were formed. Also, interface module between input data in structural analysis and 3D model of RC pier was developed. The module can create the input data for non-linear structural analysis like material, geometric properties and additional coefficients.