• 제목/요약/키워드: Construction field data

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공동주택 생산성 데이터 수집/분석을 위한 WBS 개발 (WBS Development for Acquisition and Analysis of public Housing Productivity Data)

  • 김재우;김예상;김영석;김상범
    • 한국건설관리학회논문집
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    • 제9권5호
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    • pp.86-94
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    • 2008
  • 생산성은 모든 생산조직의 견실성 및 생산 활동의 효율성 평가를 위한 매우 중요한 경영 지표 중 하나로써 생산성의 기능은 건설 산업에 있어서도 예외일 수 없다. 그러나 국내의 경우 생산성의 중요성과 그 기능에도 불구하고 건설 생산성 관리와 관련된 사항은 대부분 현장관리자의 경험과 직관에 의존하고 있으며 생산성 데이터를 데이터베이스화하여 공사계획 및 관리에 적극활용하지 못하고 있다. 이러한 문제는 생산성 데이터와 관련된 정보의 수집 및 분석 방법이 체계적이지 못한 결과로, 생산성 데이터의 효과적인 활용을 위해 우선적으로 WBS개선이 이루어져야 한다. 따라서 본 연구에서는 연구문헌 분석, 해외사례 분석으로 연구에 적용함에 따른 적합여부 및 개선사항을 도출하고, 현장 인터뷰를 통해 현장여건을 반영한 후, 설정된 기본방향을 바탕으로 생산성 데이터 수집 및 분석을 위한 WBS를 구축하였다. 마지막으로 생산성 데이터 수집 및 분석을 위한 체계로의 검증을 실시하였다. 향후 구축된 WBS를 통해 수집된 생산성 데이터는 OLAP을 이용한 생산성 분석 및 Data Mining을 이용한 생산성 예측에도 활용될 것으로 기대된다.

비정형 텍스트 기반의 토픽 모델링을 이용한 건설 안전사고 동향 분석 (A Study on the Trends of Construction Safety Accident in Unstructured Text Using Topic Modeling)

  • 이상규
    • 한국산학기술학회논문지
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    • 제19권10호
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    • pp.176-182
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    • 2018
  • 본 연구는 건설 안전사고에 대한 트랜드 분석을 위해 LDA(Latent Dirichlet Allocation) 기반의 토픽모델링(Topic Modeling)을 제시하여 분석하고자 한다. 특히, 건설산업의 안전사고를 예방하기 위해 제시되고 있는 기존의 다양한 정형데이터 분석에서 벗어난 비정형 데이터 분석 기반의 토픽 모델링을 통해 건설 안전사고 주요 핵심 키워드의 흐름에 대해 파악이 가능하다. 본 방법론을 적용하기 위해 540개의 건설 안전사고 관련 뉴스데이터를 수집하였다. 이를 기반으로, 10가지 토픽과 각 토픽 내의 10가지 키워드를 통해 주요 이슈를 도출하였고 각 토픽에 대한 2017년 1월부터 2018년 2월까지의 뉴스 데이터를 월별 시계열 분석을 통해 향후 토픽에 관한 이슈를 예측한다. 본 연구를 바탕으로 향후 건설 안전사고의 다양한 이슈를 선제적으로 예측하고 이를 기반으로 건설 안전사고 정책과 연구에 좋은 방향을 제시할 것으로 판단한다.

자계가 인가된 진공아크의 확장 모의 (Simulation of Vacuum Arc Expansion with Magnetic Field)

  • 최원준;최승길;고광철;강형부
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 1998년도 추계학술대회 논문집
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    • pp.183-186
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    • 1998
  • Axial magnetic field generated by special electrode construction in vacuum interrupters is used to extinguish electric plasma arcs. This investigation by FDM should prove to what extent the magnetic field might influence on the arc expansion. The calculated results show that the stronger magnetic field induced the lesser radius of arc plasma. This study will help to offer good data in design of vacuum interrupters.

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자율분산 역 제어시스템 단계적 구축에 따른 테스트 방법 (Test method for step-by-step construction of Autonomous station control system)

  • 김영훈
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2007년도 춘계학술대회 논문집
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    • pp.1239-1243
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    • 2007
  • Autonomous Station Control System is automatic route control system of large-scale station. The system has flexibility of system step-by-step construction and expandability. A method of step-by-step construction for Autonomous Station Control System has system expansion and subsystem software expansion. The system has autonomous controllability and autonomous coordinability for system step by step construction. With property for a basis, each of subsystem communicates data field. Also, Each subsystem has its own management system, Autonomous Data Manager to manage itself and coordinate with the others. This paper make clear test method for Autonomous Station Control System expansion and software expansion. The first test method of system increasing construction is single station construction test. The second of method is connecting test the neighbor's Autonomous Station Control System. The third of method is connecting test the Autonomous Line Management System. Also, the test method of software expansion take the case of route control subsystem.

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베이시안 접근법을 이용한 생산성 관리 방안 제시 (Productivity management methodology development using Bayesian Approach)

  • 고용호;이태희;한승우
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2013년도 춘계 학술논문 발표대회
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    • pp.21-22
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    • 2013
  • Construction industry has become higher, larger and more complicated. Construction projects demand precise planning and management prior and during actual operation. However, it has been analyzed that the process planning in the construction site has been made by the site engineer experience mostly that usually results in unreliable results. Numerous studies in this field have been conducted trying to solve such problems developing methodologies to suggest quantitative results. It has been analyzed that many studies have focused on limited data only and neglected suggesting an appropriate methodology for changing data applications. Therefore, this study suggests a methodology that effectively manages construction productivity by applying bayesian approach focusing on the high-rise curtain wall operations.

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지속가능한 건설사업관리를 위한 발전방안 (Suggestions for Sustainable Construction Project Management)

  • 이승훈
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2021년도 가을 학술논문 발표대회
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    • pp.240-241
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    • 2021
  • For the sustainable development of the domestic construction project management field, each CM company should try to diversify in terms of service contract types and scope of work while having internationally competitive technical and service capabilities as follows. First, from the initiation of the service to the completion, the CMr should be able to establish and execute a plan to create specific outcomes. Second, CMr must have the capability to produce weekly or monthly cost, schedule, risk, and scope management reports. In addition, it should be possible to apply the cost plus sliding fee method or to systematically and continuously accumulate and process data generated during the construction process.

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도심지 근접시공의 자동계측응용 (Application of Automated Measuring System for the Underground Construction in Urban Area)

  • 남순성;정상용
    • 화약ㆍ발파
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    • 제15권2호
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    • pp.53-72
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    • 1997
  • It is impossible to precat the behavior of ground soil and structure accurately during underground construction in urban area or excavation in soft ground area because of difference between the assumed design condition and the actual site condition. Therefore, it must be managed by measuring system and correct the difference by real data. Large scale under ground construction in urban area like a seoul subway project has needed for Intelligent Construction technique, a field of the Engineering Contractor. The automated measuring system is developed for the technique. It is described that the procedure and the method of measuring work with application of the automated measuring system.

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Risk-Incorporated Trajectory Prediction to Prevent Contact Collisions on Construction Sites

  • Rashid, Khandakar M.;Datta, Songjukta;Behzadan, Amir H.;Hasan, Raiful
    • Journal of Construction Engineering and Project Management
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    • 제8권1호
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    • pp.10-21
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    • 2018
  • Many construction projects involve a plethora of safety-related problems that can cause loss of productivity, diminished revenue, time overruns, and legal challenges. Incorporating data collection and analytics methods can help overcome the root causes of many such problems. However, in a dynamic construction workplace collecting data from a large number of resources is not a trivial task and can be costly, while many contractors lack the motivation to incorporate technology in their activities. In this research, an Android-based mobile application, Preemptive Construction Site Safety (PCS2) is developed and tested for real-time location tracking, trajectory prediction, and prevention of potential collisions between workers and site hazards. PCS2 uses ubiquitous mobile technology (smartphones) for positional data collection, and a robust trajectory prediction technique that couples hidden Markov model (HMM) with risk-taking behavior modeling. The effectiveness of PCS2 is evaluated in field experiments where impending collisions are predicted and safety alerts are generated with enough lead time for the user. With further improvement in interface design and underlying mathematical models, PCS2 will have practical benefits in large scale multi-agent construction worksites by significantly reducing the likelihood of proximity-related accidents between workers and equipment.

APEX 모형을 이용한 유기농경지에서의 질소 부하량 저감을 위한 지표피복 효과 (Surface Cover Effect for Reducing Nitrogen Load in Organic Farming Fields using APEX Model)

  • 소현철;장태일;김동현;설동문;윤광식
    • 한국농공학회논문집
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    • 제60권5호
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    • pp.55-67
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    • 2018
  • The objectives of this study were to monitor organic farming upland compared with conventional upland field and to evaluate nutrient loads reduction of surface cover effect with long-term historical climate data. APEX(Agricultural Policy Environmental eXtender) model was validated with experimental data and used for assessing surface cover scenarios for 30-year simulation periods. The validated values of RMSE(Root Mean Square Error), RMAE(Root Mean Absolute Error), $R^2$ and E(Nash-Sutcliffe efficiency) for runoff were 1.17-1.37 mm/day, 0.28-0.45 mm/day, 0.88-0.90 and 0.82-0.94 in two treatments, respectively. Those for water quality (nitrogen) were 0.05-0.16 kg/ha, 0.52-0.75 kg/ha, 0.67-0.72 and 0.32-0.70 in two treatments, respectively, and therefore the validated model showed good agreement with the observed runoff and nitrogen load for the study period. When decreasing the surface cover rate of organic farming field to 75%, 50%, 25%, and 0% (conventional field), average annual runoff increased by 7%, 15%, 23% and 31%, respectively. Under same condition of decreasing the surface cover rate, average annual nitrogen loads increased by 1.4 times, 1.7 times, 2.0 times, and 2.3 times compared with organic farming field, respectively. This study showed that it is possible to present an appropriate surface cover ratio to maintain conventional production and minimize nonpoint sources pollution for organic farming system, although long-term monitoring is needed to determine its effects on environmental concerns, crop competition, and other uncertainty.

건설분야의 섬유강화 시멘트 복합 신재료 (High Performance Fiber Reinforced Cement Composites in Construction Field)

  • 홍건호;김기수;한복규
    • Composites Research
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    • 제19권1호
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    • pp.43-48
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    • 2006
  • High performance fiber reinforced cement composites have better performances than traditional cement based materials, therefore, have been expected as new construction applications such as the materials for construction & bridge structure, repair and rehabilitation applications, anti-collapse applications, anti-noise applications etc. However, they have lots of the problems such as material design, fabrication method and structural analysis. Also, the most serious problems of High performance fiber reinforced cement composites have been expensive initial cost, lack of long-term exposure data. As a result, it is needed that the efforts for lowering the initial cost and accumulation of long-term exposure. There has been hardly assessment results of life cycle cost for HPFRCC in construction field, but some papers showed that total life cycle cost could be profitable if the initial cost could be reduced.