• 제목/요약/키워드: construction analysis

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What are the Risks of using Smart Technology in the Construction Phase?

  • Lee, Baul;Park, Seung-Kook
    • 국제학술발표논문집
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    • The 9th International Conference on Construction Engineering and Project Management
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    • pp.103-110
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    • 2022
  • In the era of the 4th Industrial Revolution, smart technology being considered to improve productivity breakthroughs is in the spotlight as a means to replace traditional construction technology in the construction industry. However, various problems are occurring in construction sites using smart technology and causing negative impacts on construction projects. Therefore, the objective of this study is to identify risk factors that occur when smart technologies are used in construction projects. To achieve this purpose, this study investigated the difficulties at construction projects using smart technology, and risk factors were derived based on site surveys and literature. The risk factors were measured by experts, and then a total of 19 risk factors was derived by exploratory factor analysis. As a result, risks were classified as 5 factors, the institutional factor is the most difficult response, and the government needs anticipative system improvement and a long-term plan. The research findings provide practical implications for construction experts trying to apply smart technology in construction sites and construction policy-makers to revitalize smart technology.

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머신러닝 회귀분석 유형에 따른 총 공사기간 예측 모델에 관한 연구 (A Study on the Prediction Model of Total Construction Period according to the Type of Machine Learning Regression )

  • 강윤호;윤석헌
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2023년도 봄 학술논문 발표대회
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    • pp.361-362
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    • 2023
  • In construction work, there is often a difference between the estimated construction period and the actual construction period. Accordingly, the project may be delayed from the scheduled date, leading to huge losses due to problems such as increased costs during construction. In this way, it is important to calculate the appropriate construction period at the project planning stage in construction work. To solve this problem, we would like to study a model that will increase the accuracy of the scheduled construction period at the project planning stage. This study compared and analyzed linear regression, Lasso regression, Ridge regression among the types of regression analysis to select an appropriate construction period prediction model to secure an appropriate construction period at the project planning stage to reduce problems during construction.

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Construction stage analysis of Kömürhan Highway Bridge using time dependent material properties

  • Altunisik, Ahmet Can;Bayraktar, Alemdar;Sevim, Baris;Adanur, Suleyman;Domanic, Arman
    • Structural Engineering and Mechanics
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    • 제36권2호
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    • pp.207-223
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    • 2010
  • The aim of this study concerns with the construction stage analysis of highway bridges constructed with balanced cantilever method using time dependent material properties. K$\ddot{o}$m$\ddot{u}$rhan Highway Bridge constructed with balanced cantilever method and located on the 51st km of Elazi$\check{g}$-Malatya, Turkey, highway over Firat River is selected as an application. Finite element models of the bridge are modelled using SAP2000 program. Geometric nonlinearity is taken into consideration in the analysis using P-Delta plus large displacement criterion. The time dependent material strength variations and geometric variations are included in the analysis. Elasticity modulus, creep and shrinkage are computed for different stages of the construction process. The structural behaviour of the bridge at different construction stages has been examined. Two different finite element analyses with and without construction stages are carried out and results are compared with each other. As analyses result, variation of internal forces such as bending moment, axial forces and shear forces for bridge deck and column are given with detail. It is seen that construction stage analysis has remarkable effect on the structural behaviour of the bridge.

사면안정해석 프로그램을 이용한 사면 소단 설치의 효용성 평가에 관한 연구 (A Study on the Effective Evaluation of Slope Berm Construction using Slope Stability Analysis Program)

  • 이종현;이정엽;김승현;유기정;구호본
    • 한국지반공학회:학술대회논문집
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    • 한국지반공학회 2003년도 봄 학술발표회 논문집
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    • pp.485-492
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    • 2003
  • In this study, We peformed on the effective evaluation of slope berm construction using slope stability analysis programs. The effective evaluation of slope berm construction was performed by stability of slope and economy of construction. This time, used slope stability analysis programs are Talren97 that use Limit equilibrium method (LEM) and FLAC-SLOPE that use finite difference method (FDM), and carried out using Rocfall program to evaluate slope stability by rockfall occurrence.

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초고층 건물의 시공 중 구조적 안정성 검토를 위한 시공단계해석의 적용 (An Application of Construction Sequence Analysis for Checking Structural Stability of High-Rise Building under Construction)

  • 엄태성;김재요
    • 한국전산구조공학회논문집
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    • 제22권3호
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    • pp.211-221
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    • 2009
  • 극초고층성, 비정형 형상, 공기단축을 위한 구획 시공 등 최근 초고층 건물의 경향을 고려할 때, 설계 및 시공 계획의 단계에서 시공 중 건물의 구조적 안정성 문제가 핵심 사항으로 부각되고 있다. 시공 중 초고층 건물의 안정성을 확보하기 위해서는 횡력저항시스템이 완전히 형성되기 전 구조체 자중의 불균형 분포에 의해 발생하는 수직부재의 불균등 축소, 골조의 기울어짐 혹은 횡변위, 기초의 부등 침하 등이 시공단계해석에 의하여 검토되어야 하며, 시공단계해석은 구조건전성모니터링, 시공 보정 프로그램, 시공계획 수립 등과 체계적으로 결합되어 진행되어야 한다. 이 논문은 시공 중 초고층 건물의 구조 안정성 검토를 위하여 기존의 범용구조해석프로그램을 활용한 구역 기반 시공단계해석 기법을 제시하고 있으며, 이를 실제 초고층 프로젝트의 3차원 구조해석에 적용하였다. 정밀한 해석을 위하여 시간 의존적 재료 성질 및 실제 시공 일정이 적용되었으며, 시공 일정 변화나 계측 결과와의 비교에 따른 재료 물성 변화 등을 지속적으로 변경하며 해석이 진행되었다. 이러한 실제 프로젝트에 대한 시공단계해석 적용을 통하여, 시공 중 초고층 건물의 안정성 확보를 위한 주요 검토 항목 및 방법을 제시하였다.

모듈러 건축에서의 안전사고 원인 분석 및 저감방안 - 제작 및 시공단계 작업을 중심으로 - (Cause Analysis and Reduction of Safety Accident in Modular Construction - Focusing on Manufacturing and Construction Process -)

  • 정길수;이현수;박문서;현호상;김현수
    • 대한건축학회논문집:구조계
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    • 제35권8호
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    • pp.157-168
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    • 2019
  • Modular Construction is regarded as having enhanced safety compared to traditional construction since most of modular manufacturing process in plants. Unlike general consideration for safety in modular construction, several industrial accident data and studies have pointed out that the accident rate of modular construction is not enough less as much as the practitioners have expected. It means that there is a clear need for improvement of safety management in modular construction. To enhance safety, it is necessary to identify the type and cause of accident through accident cases in order to prevent safety accident in advance. In this consideration, this study analyzed the types and causes of accidents through root cause analysis procedure with accident cases of U.S. OSHA. The classification was carried out in the order of process type, accident type and cause of accident. By following the classification criteria in this study, the causal factor was derived and the root cause map was created. Based on the analysis results, cross-analysis was conducted and it is shown that activity characteristics of modular construction are related to safety accidents. In addition, prevention methods to reduce safety accident by major activity are presented in terms of organizational, educational and technical aspects. This study contributes that the result can be used as the basic safety management in the manufacturing and construction process of modular construction.

Structural Work Duration Estimation and Analysis of Tower-Type Residential Construction Project

  • Yun, Seok Heon;Kim, Sang Chul
    • Architectural research
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    • 제14권3호
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    • pp.109-116
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    • 2012
  • In order to shorten construction duration in high-rise project, construction company tried to make various system method toward simplifying construction method and shortening construction duration. Though high-rise tower-type residential project are growing, there are few case study. Then, the data for preliminary schedule planning in high-rise tower-type residential project are rare. This purpose of research shows construction method in structural work in high-rise tower-type residential project, suggests schedule planning in structural work through case studies. The structural work in high-rise tower-type residential project was divided 1) completion of form in lower part and 2) the typical floor under penthouse. The statistical analysis were done in two parts, the data from analysis were used in simulation. Finally, researcher confirmed the difference between real construction duration and the figure from simulation. The results shows that the more construction duration is long, the less ACS's cost is low. It means the effectiveness is increasing in ACS, if the floor number is high.

건설재해예방 기술지도의 문제점 분석 및 개선방안 (The Problem Analysis and Improvement of Technical Guidance On Construction Accident Prevention)

  • 오희근;김용수
    • 대한안전경영과학회지
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    • 제18권2호
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    • pp.19-27
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    • 2016
  • Safety accident rate of small-medium construction site is high. because of lack of safety management system, lack of safety management capacity, lack of investment for safety, Owner's insufficient awareness about safety. In order to improve this, Currently in Occupational Safety and Health Act, Construction site of amounts more than 300 million won less than 120 billion (architectural),150 billion won(civil) mandatory subject to the technical guidance on construction accident prevention. Context of construction accident causes with construction accident rate relationship analysis and case analysis of technical guidance, through a survey of stakeholders in the technical guidance drawn the problems of the construction accident prevention technical guidance system and ways to improve on this.

건설안전사고 통계데이터 분석에 관한 기초연구 (A Basic Study on the Analysis of Construction Accident Statistics Data)

  • 박환표;한재구
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2018년도 추계 학술논문 발표대회
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    • pp.122-123
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    • 2018
  • Although the disaster rate of the industry as a whole is on a downward trend, the disaster rate of the construction industry is on an ongoing trend. Therefore, in this study, we analyzed safety accident statistical data of the construction site over the past three years. As a result of the analysis, the incidence of disasters at small construction sites was very high. And the proportion of disaster occurred for workers who worked in less than 6 months even roughly 92.6%. In addition, as a result of analyzing the form of disaster occurrence, the crash was 34.1% and the fall was 15.1%. The analysis results of these construction safety accidents are to provide as a basic material for developing a policy that can prevent safety accidents and a safety accident prediction model.

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잠재 디리클레 할당 기반 토픽 모델링을 통한 건설재해 사례 분석 (Analysis of Construction Accident Incident Using Latent Dirichlet Allocation-based Topic Modeling)

  • 김창재;김하림;이창수;조훈희
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2022년도 봄 학술논문 발표대회
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    • pp.31-32
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    • 2022
  • The construction industry has more safety accidents than other industries. Although there have been more attempts to reduce safety hazards in the industry such as the enforcement of the "Serious Accidents Punishment Act (SAPA)", construction accident has not been reduced enough. In this study, analysis of safety risk factors has been made through Latent Dirichlet Allocation (LDA)-based topic modeling. Risk analysis in construction site would be improved with natural language processing and topic modeling.

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