• 한국안전학회지
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• 제36권4호
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• pp.88-98
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• 2021

Korean industry has achieved dramatic growth in a short time through continuous technical innovations. However, safety consciousness and management have not kept pace with industry growth. The characteristics of industrial accidents in socio-technical systems have become so complicated that it has been challenging for safety professionals to implement effective preventive measures because it is difficult to determine what is happening in the complex workplace. Thus far, they have focused on technical improvements and the requirements of OSH regulations to avoid legal responsibility. Accordingly, this study has used the systemic analysis method to explain the emergence of something unexpected in complex and multi-layered business structures, which is usually related to the variabilities of humans and organizations. This study chose a shipyard where a few fatal accidents had occurred because the shipbuilding industry includes numerous variabilities, including obtaining orders, manpower supply, procurement, etc. Systemic analysis progressed using FRAM based on two accident cases related to the truss platform used in LNG vessels. The outcome shows that each function within the system has its variabilities and has become coupled or dependent on other functions, increasing the possibility of accidents. This analysis method can provide OSH professionals with practical techniques for explaining what is happening in a complex socio-technical system and how to take proper measures.

• 한국건축시공학회:학술대회논문집
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• 한국건축시공학회 2022년도 가을 학술논문 발표대회
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• pp.133-134
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• 2022

Recently, the criteria for assessing industrial accidents have been replaced by the mortality rate. It was found that the number of deaths from excavation work was the highest among construction machinery. The risk assessment is being conducted, however the industrial accident mortality rate has not decreased. Accordingly, this study aims to provide the basic for the create of a risk assessment model specialized in construction work at excavator. It provides absolute value from the risk model which is capable of delivery the probability of a disaster. In addition, we provide a relative risk model that compares the risk through scores between detailed works. The relative risk model is combined by likelihood and severity; the likelihood indicates the frequency of accidents and the severity indicates seriousness of fatal accidents. A variable that reflects the conditions of the construction site was added to the risk assessment model based on past disaster cases. And using the concepts of probability and average, the risk assessment process was quantified and used as an objective indicator. Therefore, the model is expected to reduce disasters by raising the awareness of disasters.

• 한국건축시공학회:학술대회논문집
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• 한국건축시공학회 2023년도 봄 학술논문 발표대회
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• pp.381-382
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• 2023

Frequent accidents occur when workers at construction sites leave the safety zone, and particularly in the past 5 years, 9 fatal accidents occurred at the Korea Railroad Corporation due to train accidents on other tracks during track work. With the Severe Accident Punishment Act taking effect in January 2022, it is a priority to secure a safe work environment for workers at industrial (construction) sites. Therefore, there is a need to manage workers' departure from the safety zone (construction zone) and to facilitate communication within the construction zone. In this study, a mobile edge computing CCTV system is proposed that uses geofencing to determine whether workers are working in the danger zone, which can judge and respond in real-time to the ever-changing field environment. The proposed system is mobile and flexible, rather than server-based fixed CCTV. However, since it is designed mainly based on images, it has limitations in recognition rate depending on the environment such as distance, viewing angle, and illumination. As a way to compensate for this, it is required to develop more reliable equipment by combining technologies such as LiDAR and Radar.

• 한국화재소방학회논문지
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• 제26권3호
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• pp.91-99
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• 2012

분말소화기를 조작하거나 해체하는 과정 중에 아주 드물게 사상자가 발생하는 경우가 있다. 부식된 분말소화기는 조작 중 또는 해체(폐기)과정 중에 폭발하면 로켓과 같이 위쪽으로 솟아오르면서 소화기 조작자나 해체과정 중인 사람의 머리나 가슴, 목 부위 등을 쳐서 사상사고를 발생하게 한다. 이 논문에서는 분말소화기파열사고사례를 알아본 후, 파열사고의 원인과 파열로 인한 반동력, 예방대책에 대해 알아보았다. 소화기 파열사고의 예방대책으로 훈련이나 교육에 부식된 소화기의 사용 자제, 부식된 소화기에 대한 위험성 교육 및 홍보, 기설치 가압식분말소화기에 파열위험성 표시, 내용연수 표시 의무화, 일정기간 경과 소화기에 대한 수압검사 제도의 도입 검토, 폐소화기 회수시스템 구축, 폐소화기의 재활용시스템 구축, 노후소화기관련 상담창구 운영 등을 제안하였다.

• 한국건축시공학회지
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• 제21권3호
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• pp.249-256
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• 2021

건축공사 재해 중 거푸집공사 비중이 매우 크다. 거푸집 공사 재해 예방을 위해 관련 연구가 장기간 걸쳐 진행되고 있지만 지속적인 노력에도 불구하고 재해가 줄지 않고 있다. 따라서 본 연구에서는 AHP 기법을 활용하여 거푸집 붕괴사고 요인별 중요도 분석을 하고 관리할 우선 요소를 정하고자 한다. 분석 결과 시공요인, 관리요인, 설계요인 순으로 가중치가 높게 나타났다. 따라서 시공요인을 우선적으로 관리하면 거푸집 붕괴 재해를 예방할 수 있을 것으로 사료된다.

• 대한안전경영과학회지
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• 제24권4호
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• pp.1-8
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• 2022

Elevators are the main means of transport in buildings. A malfunction of an elevator in operation may cause in convenience to users. Furthermore, fatal accidents, such as injuries and death, may occur to the passengers also. Therefore, it is important to prevent failure before accidents happen. In related studies, preventive measures are proposed through analyzing failures, and the lifespan of elevator components. However, these methods are limited to existing an elevator model and its surroundings, including operating conditions and installed environments. Vibration occurs when the elevator is operated. Experts have classified types of faults, which are symptoms for malfunctions (failures), via analyzing vibration. This study proposes an artificial intelligent model for classifying faults automatically with deep learning algorithms through elevator vibration data, hereby preventing failures before they occur. In this study, the vibration data of six elevators are collected. The proposed methodology in this paper removes "the measurement error data" with incorrect measurements and extracts operating sections from the input datasets for proceeding deep learning models. As a result of comparing the performance of training five deep learning models, the maximum performance indicates Accuracy 97% and F1 Score 97%, respectively. This paper presents an artificial intelligent model for detecting elevator fault automatically. The users' safety and convenience may increase by detecting fault prior to the fatal malfunctions. In addition, it is possible to reduce manpower and time by assisting experts who have previously classified faults.

• 한국건축시공학회지
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• 제23권5호
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• pp.583-593
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• 2023

건축 프로젝트의 안전 성과를 효과적으로 평가하기 위해서는 당해 사업의 공사특성과 현장 실행을 분리하여 검토할 필요가 있다. 본 연구는 실제 사고사례 데이터를 활용하여 건축공사 안전사고에 유의미한 영향을 미치는 공사특성 요인과 현장 실행 요인을 분석하였다. 안전사고의 유형을 사망사고와 다인 부상사고로 설정하고, 독립변수로 공사특성 변수, 현장 실행 변수, 외부환경 변수를 투입하여 이항로짓 모형을 구축하여 유의미한 변수와 그 영향력을 파악하였다. 분석 결과, 사망사고 발생 확률에 영향을 미치는 공사특성 요인은 공사비가 절대적이었다. 반면, 사망사고 및 다인 부상사고에서 현장의 안전 실행 변수들이 영향력이 컸다. 이는 건설 프로젝트의 안전 성과를 측정할 때 공사비에 따라 프로젝트를 분류하고 보정하는 것만으로도 충분한 설명력을 가지며, 사업의 안전 성과를 평가할 때는 현장의 다양한 노력과 조치를 성과지표에 반영하기 위한 노력을 필요하다는 점을 시사한다.

• 대한인간공학회지
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• 제30권1호
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• pp.99-108
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• 2011

Almost all companies have paid much attention to the safety management ranging from maintenance to operation even at the stage of designing in order to prevent accidents, but fatal accidents continue to increase throughout the world. In particular, it is essential to systematically prevent such fatal accidents as fire, explosion or leakage of toxic gas at factories in order to not only protect the workers and neighbors but also prevent economic losses and environmental pollution. Though it is well known that accident probability is very low in NPP(Nuclear Power Plants), the reason why many researches are still being performed about the accidents is the results may be so severe. HRA is the main process to make preparation for possibility of human error in designing of the NPP. But those techniques have some problems and limitation as follows; the evaluation sensitivity of those techniques are out of date. And the evaluation of human error is not coupled with the design process. Additionally, the scope of the human error which has to be included in reliability assessment should be expanded. This work focuses on the coincidence of human error and mechanical failure for some important performance shaping factors to propose a method for improving safety effectively of the process industries. In order to apply in these purposes into the thesis, I found 63 critical Performance Shaping Factors of the eight dimensions throughout studies that I executed earlier. In this study, various analysis of opinion of specialists(Personal Factors, Training, Knowledge or Experience, Procedures and Documentation, Information, Communications, HMI, Workplace Design, Quality of Environment, Team Factors) and the guideline for construction of PSF were accomplished. The selected method was AHP which simplifies objective conclusions by maintaining consistency. This research focused on the implementation process of PSF to evaluate the process of PSF at each phase. As a result, we propose an evaluation model of PSF as a tool to find critical problem at each phase and improve on how to resolve the problems found at each phase. This evaluation model makes it possible to extraction of PSF succesfully by presenting the basis of assessment which will be used by enterprises to minimize the trial and error of construction process of PSF.

• 한국ITS학회 논문지
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• 제11권3호
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• pp.102-111
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• 2012

고속도로 교통사고는 타 도로에 비해 고속주행으로 인한 사고피해가 클 수 밖에 없으며, 특히 인적피해는 사회적인 큰 문제가 되고 있다. 본 논문에서는 고속도로 사고 중, 인적피해가 발생한 사고와 그렇지 않은 사고에 대한 사고 특성의 차이점을 규명하고자 하였다. 이를 위해 로지스틱 회귀모형을 활용하여, 두 사고 유형에 영향을 주는 사고 요인들을 찾아내었다. 분석 결과, 도로선형이 직선이고 방호울타리가 존재하며, 남성, 비고령자일 경우 운전자 과실 및 과속으로 인해 인적 사고로 이어질 가능성이 높았으며, 이에 대한 대비가 필요할 것으로 판단된다. 본 연구결과를 토대로, 인적피해가 발생한 사고와 이와 연관된 주요 설명 인자들을 찾아냄으로써 고속도로 안전정책 수립에 중요한 시사점을 찾아낼 수 있을 것이다.

• 한국가스학회지
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• 제14권4호
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• pp.6-11
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• 2010

연구실험실 사고 방지를 위하여 2005년 연구실 안전환경조성에 관한 법률이 법제화되어 국내 대학 또는 국공립출연연구소나 기업부설 연구소 실험실에서는 안전관리시스템을 구축하고, 안전점검과 정밀안전진단을 실시하고 있음에도 불구하고 폭발, 화재 등 각종 대형 사고가 지속적으로 발생하여 연구 활동 종사자의 인명 피해와 재산 손실이 상당한 수준에 이르고 있다. 또한 연구실험실에서 발생하는 사고는 유사한 내용으로 반복적으로 발생되고 있으므로 이러한 사고의 원인분석과 재발 방지를 위한 안전관리 대책이 시급하다. 따라서 본 논문에서는 국내 해외 대학 또는 국공립출연 연구소나 기업 부설 연구소 실험실에서 발생한 사건 사고에 대해 Root Cause Analysis 기법을 이용하여 사고원인 조사 결과를 보여주고, 이에 따른 실험실 사고원인 조사 분류 Map과 개선사항을 제시하여 연구실험실의 안전관리를 향상시키고자 한다.