• 제목/요약/키워드: Construction Death

검색결과 157건 처리시간 0.027초

YOLO-v3을 활용한 건설 장비 주변 위험 상황 인지 알고리즘 개발 (Development on Identification Algorithm of Risk Situation around Construction Vehicle using YOLO-v3)

  • 심승보;최상일
    • 한국산학기술학회논문지
    • /
    • 제20권7호
    • /
    • pp.622-629
    • /
    • 2019
  • 최근 정부는 건설 산업의 재해율과 사고 사망률이 전체 산업 중 높은 비율을 차지한다는 점을 개선하기 위하여 새로운 대책을 강구하고 있다. 특히 4차 산업혁명의 시대적 흐름에 맞춰 ICT 기술과 융합된 건설 기술 개발에 집중적으로 투자하고 있다. 이런 상황에 대응하고자 본 논문에서는 건설 기계를 사용하는 작업에서 작업자의 안전성 향상을 위한 방법으로, 건설 기계 운전자와 주변 작업자 간의 작업 상황 정보를 공유하고 인지할 수 있는 개념을 제시하였다. 그리고 해당 개념의 일부를 실현하고자 카메라를 이용한 인공 지능 기반 영상처리 기술을 활용하여 토공 작업에 접목시켰다. 그 중에서도 다짐 장비를 이용한 실험을 통해 YOLO-v3 기반의 영상 처리 알고리즘으로 토공 작업 중에 주변 작업자 상황을 인지하고 위험 상황 여부를 판단할 수 있는 알고리즘을 구현하였다. 그 결과 본 알고리즘은 동영상에서 초당 15.06프레임을 처리하며 90.48%의 정확도로 건설 기계 주변 위험 상황을 인지할 수 있다. 향후 이 같은 기술을 활용하여 건설 현장의 안전사고 예방에 기여하고자 한다.

Minimum life-cycle cost design of ice-resistant offshore platforms

  • Li, Gang;Zhang, Da-Yong;Yue, Qian-Jin
    • Structural Engineering and Mechanics
    • /
    • 제31권1호
    • /
    • pp.11-24
    • /
    • 2009
  • In China, the oil and natural gas resources of Bohai Bay are mainly marginal oil fields. It is necessary to build both ice-resistant and economical offshore platforms. However, risk is involved in the design, construction, utilization, maintenance of offshore platforms as uncertain events may occur within the life-cycle of a platform under the extreme ice load. In this study, the optimum design model of the expected life-cycle cost for ice-resistant platforms based on cost-effectiveness criterion is proposed. Multiple performance demands of the structure, facilities and crew members, associated with the failure assessment criteria and evaluation functions of costs of construction, consequences of structural failure modes including damage, revenue loss, death and injury as well as discounting cost over time are considered. An efficient approximate method of the global reliability analysis for the offshore platforms is provided, which converts the implicit nonlinear performance function in the conventional reliability analysis to linear explicit one. The proposed life-cycle optimum design formula are applied to a typical ice-resistant platform in Bohai Bay, and the results demonstrate that the life-cycle cost-effective optimum design model is more rational compared to the conventional design.

전산지원도구를 이용한 철도안전 성능평가 시험설비 구축 사업 관리방안 연구 (A Study on Managing the Construction Process of Railway Safety Test Facilities Using the Systems Engineering Tool)

  • 김윤미;최경진;조연옥
    • 한국철도학회:학술대회논문집
    • /
    • 한국철도학회 2008년도 춘계학술대회 논문집
    • /
    • pp.1505-1510
    • /
    • 2008
  • A railway is a complex system integrated with a lot of technical elements such as trains, track facilities, human factors, operation & control and maintenance. As a mass transportation system, a railway could contain potential risks that may result in a high death rate and property losses. Accordingly, Railroad Safety Technology R&D Corps. is adopting the plan of the construction of Railway Safety Test Facilities as a part of the Railway Total Safety Project to enhance the railway safety, and carrying out researches on effective project management methods with Systems Engineering techniques. Recently, various systems engineering tools such as CORE or Cradle are applied to manage the system requirements and the project management process in the part of the aerospace engineering and automobile engineering so on. The railway industry also makes an effort to develop an efficient management skills using systems engineering tools as the railway system is multi-disciplinary. Therefore, we propose the more effectual management method of constructing the Railway Safety Test Facilities applying the systems engineering tool to the research.

  • PDF

FT-IR과 FED를 이용한 건축 재료의 연소독성평가에 관한 연구 (A Research for Assessment Fire Toxic Gas of Construction Material Using FT-IR and FED)

  • 김성수;조남욱;이동호
    • 한국화재소방학회논문지
    • /
    • 제25권6호
    • /
    • pp.27-31
    • /
    • 2011
  • 본 연구에서는 건축물 내장 재료에 대한 연소독성평가와 독성지수연구로써 FT-IR을 이용한 연소가스 분석실험을 하였다. 독성지수를 산정하기 위한 실험의 화재모델로 콘 칼로리미터 화재모델(KS F ISO/TR 9122-4)을 사용하였으며 ISO 19702의 절차에 따라 FT-IR을 이용하여 건축 재료의 연소로부터 발생되는 가스의 분석을 수행하였다. 국제규격에서 제시하고 있는 몇 가지 독성지수 산정법 중 ISO 13344에서 규정하는 방법에 따라 FED 값을 산정하였으며, 30분간 시험동물에 노출 시 대상의 50 %가 사망하는 농도인 $LC_{50}$을 기준으로 하여 3가지 재료의 독성지수화를 통해 상대적인 독성 위험도를 평가하였다. 그 결과로 0.025~0.285의 FED가 산출되었으며 우레탄에서는 HCN이 검출되었다.

Evaluating Staircase Safety Using BIM-based Virtual Simulation: Focusing on the Elderly in the Republic of Korea

  • Yang, Hyuncheul;Jeong, Kwangbok;Kim, Sohyun;Lee, Jaewook
    • 국제학술발표논문집
    • /
    • The 9th International Conference on Construction Engineering and Project Management
    • /
    • pp.1146-1153
    • /
    • 2022
  • As the population is aging, accidents involving elderly people are also increasing (2014:11,667 persons; 2018: 11,797 persons). In the case of the elderly population, falling accidents are the primary direct or indirect causes of death; in particular, they face an elevated risk of staircase falls. This study proposes a method of evaluating the safety of staircases using Building Information Modeling (BIM)-based virtual simulation. By making a virtual user with the behavioral characteristics of the elderly respond to a staircase in a BIM model, its safety performance can be evaluated. The evaluation criteria were derived from regulations, elements, and characteristics relevant to the safety of staircases. To validate the proposed method, safety evaluation tests were simulated on actual staircases. The evaluation result of the test simulation shows the safety scores of 1.97 points for the elderly user and 2.95 points for the average male adult user against a required safety score of a minimum of 2 points. That is, safety is relative to users as the safety of the same staircase can be different depending upon the different behavioral characteristics of users. The study suggests that the risk of staircase-related fall accidents to the elderly can be reduced by improving staircase designs through the proposed method.

  • PDF

비탈면 녹화 설계 및 시공 잠정 지침 (Design on Slopes Revegetation and Tentative Instruction on Construction Work)

  • 전기성;김남춘;이태옥
    • 한국환경복원기술학회지
    • /
    • 제10권1호
    • /
    • pp.100-113
    • /
    • 2007
  • In Korea, there has been no revegetation applicable standard for slopes formed by road construction work up to now, so revegetation work has been done using mostly foreign varieties in the manner of early revegetation. However, foreign varieties have some shortcomings; for example, they tend to be dried to death after construction work. Besides, due to the rift in the supporting soil, these revegetated varieties are often displaced from the slopes. Thus, the Ministry of Construction & Transportation on July, 2005 established revegetation standard on the slopes suited for the natural eco-system of Korea and organized positively recommending directions for using self-sewn plants growing near the slopes in overall consideration of soil, weather, regional conditions. The locations specified in this direction are the slopes at the road construction jobsite like the expressway, highways, and local roads. In addition, the Ministry's standard and directions stipulated that damaged slopes's natural environment and eco-system due to various road construction work should be restored, and thus a feeling of stability and pleasantness should be provided to road users as well. Also, the Ministry tried to select seed plants and revegetation measures suited for surrounding environment to put the environment-friendly slope revegetation measures into practice through the test revegetation work in order to prevent illegal construction practices and to improve the quality of revegetation. According to the direction, revegetation districts aimed at the slopes are divided into three ones in consideration of weather environment, regional environment, and forest environment as follows : national territory's core ecological green-land based district centering on the Taebaek Mountains; coastal ecosystem district including islands off the coast; inland eco-system district. The combination of revegetation plants according to environment revegetation districts, should be executed by dividing into herb-oriented type, woody plant colony type, and bio-species versatility restoration type, and the selection of seeding plants should be done in the presence of a supervisor and through test construction results and technology counseling from a specialist in natural eco-system restoration and revegetation measure seed combination standard according to environment revegetation districts. This direction will be executed in the manner of monitoring until the yea 2008 and 2009 it will be finalized and enforced on December, 2009.

계층분석기법(AHP)을 통한 건설안전교육 실효성 확보 방안 연구 (A Study on the Effectiveness of Construction Safety Education through the AHP)

  • 하준태
    • 한국재난정보학회 논문집
    • /
    • 제15권4호
    • /
    • pp.597-606
    • /
    • 2019
  • 연구목적: 본 연구는 건설안전교육의 실효성 확보를 위해 본사 관리직과 현장 근로자 그룹이 생각하는 교육의 효과를 분석하고 개선항목에 대한 우선순위 선정을 통해 현실적 적용이 가능한 건설업에서의 교육방향을 설정하는데 그 목적이 있다. 연구방법: 연구를 위해 건설업체 관리자와 현장 근로자 등을 대상으로 설문조사를 시행하고 그결과를 계층적분석기법(AHP)를 이용하여 분석하였다. 연구결과: 1계층인 '안전교육 콘텐츠의 개선'과 '안전교육제도 개선'은 관리자가 50:50, 근로자는 55:45로 도출되어 교육의 세부적인 항목과 이를 지원하기 위한 제도적인 중요도를 고르게 판단하였고, 2계층은 관리자와 근로자 간의 건설안전 교육에서의 중요도에 대한 차이가 있었는데 관리자가 교육조건의 개선을 31.8%로 판단한 반면, 근로자는 안전교육 규제강화가 25.9%로 가장 높은 주요 항목으로 응답하였다. 결론: 본 연구를 통해 주요 안전사고 발생분야인 건설업에서의 직원 교육에 대한 실효성 확보를 위해 관리자와 현장 근로자 사이에 존재하는 차이점을 인식하고 현장 중심의 안전 교육제도를 마련해야 할 것이다.

A Study on Le Corbusier's Carpenter Center for the Visual Arts : Focused on Experience of Architectural Promenade

  • Kim, Nam-Hoon
    • Architectural research
    • /
    • 제14권2호
    • /
    • pp.67-73
    • /
    • 2012
  • The purpose of this study is to reveal the meaning of ramp of Le Corbusier's Carpenter Center for the Visual Arts focused on experience of architectural promenade. The Carpenter Center was completed in 1964, only a year earlier than the death of Le Corbusier and also, this building is the only building actually constructed in North America. Despite these important facts, the meanings of the ideas of this building have not been paid attention as much as other buildings constructed at the same period, such as, Venice Hospital and Un Pavillion D'exposition in Zurich. In his book, 'Oeuvre Complete 1957-1965', Le Corbusier mentioned Carpenter Center as an architectural experiments of his ideas. The study of carpenter center will be an important architectural subject to clarify the meaning of his later works and ideas.

철도안전성능시험설비 구축 체계 개선에 관한 연구 (A Study on Improving the Constructing System of Railway Safety Test Facilities)

  • 김윤미;최경진;조연옥
    • 한국철도학회:학술대회논문집
    • /
    • 한국철도학회 2010년도 춘계학술대회 논문집
    • /
    • pp.2034-2039
    • /
    • 2010
  • As a mass transportation system, a railway contains potential risks that may result in a high death rate and property losses. Accordingly, Railroad Safety Technology R&D Corps. is adopting the plan of the construction of Railway Safety Test Facilities as a part of the Railway Total Safety Project to enhance the railway safety, and carrying out researches on effective project management methods with Systems Engineering techniques. When a system or a service is realized, such as the Railway Total Safety Project, it needs to be verified by requirements and the process of verification is to check whether customers/stakeholders requirements have been properly transformed into a system or a service. Recently, building the standardized verification system up could be the solution to reduce possible system-failed risks. To support that, we propose the more effectual verification method of constructing the Railway Safety Test Facilities applying the systems engineering tool to the research.

  • PDF

마코프 누적 프로세스에서의 확률적 콘벡스성 (Stochastic convexity in markov additive processes)

  • 윤복식
    • 한국경영과학회:학술대회논문집
    • /
    • 대한산업공학회/한국경영과학회 1991년도 춘계공동학술대회 발표논문 및 초록집; 전북대학교, 전주; 26-27 Apr. 1991
    • /
    • pp.147-159
    • /
    • 1991
  • Stochastic convexity(concvity) of a stochastic process is a very useful concept for various stochastic optimization problems. In this study we first establish stochastic convexity of a certain class of Markov additive processes through the probabilistic construction based on the sample path approach. A Markov additive process is obtained by integrating a functional of the underlying Markov process with respect to time, and its stochastic convexity can be utilized to provide efficient methods for optimal design or for optimal operation schedule of a wide range of stochastic systems. We also clarify the conditions for stochatic monotonicity of the Markov process, which is required for stochatic convexity of the Markov additive process. This result shows that stochastic convexity can be used for the analysis of probabilistic models based on birth and death processes, which have very wide application area. Finally we demonstrate the validity and usefulness of the theoretical results by developing efficient methods for the optimal replacement scheduling based on the stochastic convexity property.

  • PDF