• 해양환경안전학회지
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• 제23권1호
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• pp.26-32
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• 2017

선박의 대형화, 고속화 및 선종의 다양화는 운송수단 중 해양 운송수단의 비중을 크게 증가시켰다. 선박사고 유형 중 기관손상 다음으로 충돌이 사고발생 빈도가 높았으며, 인적 요인에 의한 사고비율이 높은 것으로 보고되고 있다. 선박 충돌사고는 한 가지 원인요소로 발생하는 경우보다 복합적인 원인요소로 발생하게 되며 여러 개의 원인요소를 재결서를 통하여 원인요소를 조사할 필요가 있다. 본 연구에서는 해양안전심판원에서 제공하는 재결서 중 선박 충돌사고에 대해서 인적 요인을 바탕으로 선박 충돌사고의 원인요소를 도출하였으며, 상관관계분석을 통하여 원인요소들을 규명하였다. 또한, 선박충돌을 인지한 시점에서부터 충돌이 일어난 시점까지 걸린 시간을 바탕으로 충돌을 피할 수 없는 충돌시점에서의 발생되는 주요 원인요소와 20분 내에 발생하는 선박 충돌사고의 원인요소를 분석하여 선박 충돌사고를 예방하고자 하였다. 상관분석은 상용소프트웨어인 Statistical Package for Social Sciences(SPSS Ver21.0)을 사용하였다. 시간 분석은 재결서를 바탕으로 상대방 선박을 인지한 시점에서부터 충돌이 일어난 시점까지 걸린 시간을 분석하였다. 선박 충돌사고의 원인요소는 2가지 이상에 의해 발생한 사고가 많았으며, 상대선박 감시소홀은 항해업무 외 다른 작업과 높은 상관관계가 있었다. 충돌을 피할 시간 여력이 없는 경우(0분)이 36.1 %이며, 경계 또는 상대 선박 감시소홀과 졸음항해 또는 음주가 원인요소이었다.

• 한국화재소방학회논문지
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• 제33권6호
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• pp.72-79
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• 2019

본 연구를 통해 화학사고 사상사고 예측모형을 개발하였다. 모형은 로지스틱회귀분석 모델을 활용하여 사상사고에 영향을 주는 변수를 도출하여 적용하였고, 통계적 검증방법과 오즈비를 활용하여 모형의 신뢰성 및 정확성을 검증하였다. 모형에 활용한 사고 자료는 과거 발생했던 화학사고 통계를 분석하여 활용하였으며, 사고의 유형, 원인, 발생 장소, 사상자 현황 및 사상자를 발생시킨 화학사고 등의 자료 분석을 통해 통계적으로 유의하게 나타난 독립변수(p < 0.05)를 적용하였다. 본 연구에서 개발한 모형은 사업장에서 화학사고로 인해 발생하는 사상사고의 예방 및 안전시스템 구축을 위한 연구로서 의의가 있다고 할 수 있다. 모형에 의한 분석결과 사상사고 발생에 가장 크게 영향을 미치는 변수는 폭발에 의한 화학사고인 것으로 조사되었다. 따라서 사업장에서 발생하는 폭발 유형의 화학사고를 예방하기 위한 대책마련이 시급하다고 판단된다.

• 한국건설안전학회 논문집
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• 제2권1호
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• pp.9-15
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• 2019

건설산업에서의 안전 수준 향상 노력에도 불구하고, 건설산업은 타 산업에 비해 높은 사망자수를 보이고 있다. 이러한 높은 사고율은 건설산업의 안전관리 측면에서 효과적인 대책이 필요함을 명확히 의미한다. 기존의 연구에서 주장하듯, 사고의 발생 가능성이 높은 공종이나 기인물을 파악하고 이에 적합한 안전대책을 세우는 것이 중요하다. 다수의 추락관련 건설재해가 작업발판 및 안전통로에서 발생한다는 점을 고려해보면, 안전관리 측면에서 가시설물을 중점적으로 다루어야 할 것이다. 이를 위해 본 연구에서는, 작업발판 및 안전통로와 관련된 6개년 1663개의 사망사고를 공사규모, 공정률, 공종, 직종에 의해 분류하고, 각 사망재해가 발생한 사례들을 분석함으로써 보다 중점적으로 관리되어야할 요소를 추출하였다.

• 산업경영시스템학회지
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• 제21권46호
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• pp.73-91
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• 1998

The ratio of Industrial Accident in Korea has been inclined to decrease for recent ten years since industrialization beginnings of Korea. But it is still in high level viewed from international comparison. Up to now, we depended on classical method Accident as the phenomenical and inductive result. And we searched for the counter plan in the basis of the result by this method. But, in this research, we analyzed the distinctions which the structure of the occurrence of Industrial Accident using new model in order to approach the cause of Industrial accident of Korea more basically. In this new model, I am going to arrange the controllable variables in the factors of Industrial Accident and to analyze the effect of these controllable variables in the structure of Industrial Accident.

• 수산해양교육연구
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• 제27권6호
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• pp.1734-1744
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• 2015

Majority of marine accidents that occur on fishing vessels are engine accidents. This comprises more than 26 % of the total annual fishing vessel marine accident cases. Large numbers of engine accidents happen in the cooling water system, which are mostly caused by negligence on regular check-up and repair. Notably, small-sized ships have higher engine accidents occurrence rate compared to medium-and large-sized ships. Based on the Report of the Korea Ship Safety Technology Authority, engine accident cases reached 3,032 out of the total 3,081 cases. This study researches on the differences between the small-sized ship pilot, an operator of a vessel engine of less than 200 tons, and a 6th level marine engineer, in terms of the relationship between management forms and what causes the marine accidents in association with the cooling water system. It also studies and analyzes the differences in frequency of the accident occurrence between the two groups. ${\chi}^2$ qualification was imposed through the SPSS statistical analysis program and it got qualified at the significance level of 5%. The research shall be utilized as one of the base line data for the reduction of marine accidents.

• 한국ITS학회 논문지
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• 제13권6호
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• pp.54-63
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• 2014

우리나라 교통사고의 심각성은 OECD 회원국 평균보다 굉장히 높은 수준이며 보행자 사고는 이보다 더 심각한 상황이다. 그럼에도 불구하고 경찰청은 야간의 불필요한 신호대기를 최소화하고 운전자의 운전편의를 개선하기 위하여 점멸신호운영을 확대하고 있는 추세이다. 비록 경찰청은 점멸신호운영이 사고감소에도 긍정적인 영향을 미친다고 발표하고 있지만, 대부분의 해외연구들은 이와는 상반되는 결과를 제시하고 있다. 본 연구에서는 서울시내 54개 점멸신호 운영 교차로를 대상으로 점멸신호운영이 교통사고에 미치는 영향을 분석하고 이에 대한 개선방안을 제시하였다. 분석자료는 점멸신호가 운영되고 있는 교차로의 3년(2011~2013) 동안 사고자료와 사고에 영향을 미칠 것으로 판단되는 교통량과 교차로 기하구조(교차로면적, 좌회전차로, 차선수 등)를 바탕으로 하였다. 평균보다 분산이 큰 교통사고자료의 고유특성을 반영하기 위하여 음 이항 회귀모형(Negative Binomial Regression Model)을 사용하였으며, 모형구축 결과 보행과 연관된 횡단보도 면적 및 버튼식 보행신호기 개수가 사고와 밀접한 연관이 있는 것으로 나타났다. 또한 기존 연구결과와는 달리 일반신호운영교차로에 비해 점멸신호운영교차로의 사고안전성이 더 취약한 것으로 분석되었으며, 그 격차는 약 9% 정도로 나타났다.

• 한국안전학회지
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• 제32권5호
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• pp.179-185
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• 2017

Accident analysis is an essential process to make basic data for accident prevention. Most researches depend on survey data and accident statistics to analyze accidents, but these kinds of data are not sufficient for systematic and detailed analysis. We, in this paper, propose an accident classification model that extracts task type, original cause materials, accident type, and the number of deaths from accident reports. The classification model is a support vector machine (SVM) with word occurrence features, and these features are selected based on mutual information. Experiment shows that the proposed model can extract task type, original cause materials, accident type, and the number of deaths with almost 100% accuracy. We also develop an accident ontology to express the information extracted by the classification model. Finally, we illustrate how the proposed classification model and ontology effectively works for the accident analysis. The classification model and ontology are expected to effectively analyze various accidents.

• 자동차안전학회지
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• 제10권4호
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• pp.40-49
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• 2018

Currently, a lot of researches about high risk test scenarios for autonomous vehicle and advanced driver assistance systems have been carried out to evaluate driving safety. This study proposes new type of test scenario that evaluate the driving safety for autonomous vehicle by reconstructing accident database of national automotive sampling system crashworthiness data system (NASS-CDS). NASS-CDS has a lot of detailed accident data in real fields, but there is no data of accurate velocity in accident moments. So in order to propose scenario generation method from accident database, we try to reconstruct accident moment from accident sketch diagram. At the same step, we propose an accident of occurrence frequency which is based on accident codes and road shapes. The reconstruction paths from accident database are integrated into evaluation of simulation environment. Our proposed methods and processor are applied to MILS (Model In the Loop Simulation) and VILS (Vehicle In the Loop Simulation) test environments. In this paper, a reasonable method of accident reconstruction typology for autonomous vehicle evaluation of feasibility is proposed.

• 한국학교ㆍ지역보건교육학회지
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• 제14권2호
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• pp.47-57
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• 2013

Backgrounds: According to a high interest in health these days, a bicycle is being highlighted as a means of leisure activity and auxiliary transportation means. Along with an increase in this interest, there is tendency that even the width of bicycle utilization gets diverse and that bicycle accident is also rapidly growing. Purpose: The purpose of this study was to suggest a prevention measure available for reducing occurrence of bicycle accidents by analyzing the Epidemiological characteristics according to age and injury severity in bicycle-injured patients. Methods: This study analyzed 115 materials suitable for this study by examining a medical record of patients, who received the hospitalized treatment owing to bicycle accident from January 1, 2011 to December 31 at one general hospital in S city. Results: The male-and-female ratio of bicycle-injured patients stood at about 7:3. The average age was 38.14(${\pm}21.59$) years old. The largest injury happened in 40-59 years old(31.3%). The averagely hospitalized period was 17.33(${\pm}18.12$) days. Injury severity was the ratio of 2:8 in a mild case versus a serious case. As for drinking and smoking characteristics according to age, the injury occurred the most in between 40 and 59 years old for people with drinking and smoking and in under 19 years for people without drinking and smoking. According to injury severity, the ratio of serious case got higher in the higher age. This was indicated(${\chi}^2$=15.675, p=0.001) to be statistically significant. Conclusion: In this study, a bicycle accident was indicated to have high injury risk in young children, adolescents, and old-age group. Prevention measure and publicity are demanded for reducing injury occurrence such as the prevention education for bicycle accident and wearing protective gear focusing on the ages of corresponding to groups with risk of injury occurrence. In addition, the security of safe movement route is necessarily demanded in order to increase application level as an auxiliary transportation means.

• 수산해양기술연구
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• 제56권2호
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• pp.138-146
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• 2020

Stow net fishery is one of the fishery with high fishing work accidents in southwestern sea of Korea. We conducted to serve as basic data for improving the healthy and safe working environment of fisher using risk assessment process (ISO45001) with fishermen's occupational accidents of the National Federation of Fisheries Cooperative (NFFC) from 2016 to 2018. The average occurrence rate of victim in this fishery was 9.04%, 16.7 times more than such rate in all industries. In addition, the average fatality rate was found to have a very serious level management to 31.06‱, 27.7 times more than such rate in all industries. The safety hazards of stow net fishery was more likely to occur by other general industrial groups, with more severe consequences after the accident. According to 4M analysis, 58.6% of all accidents were caused by human factors, 24.0% by environmental factors, 16.0% by mechanical factors, and 1.5% by managerial factors, respectively. The occurrence frequency by accident type was the highest in 187 cases (32.2%) for struck by object, 158 cases (27.2%) for slipping, and 94 cases (16.2%) for being in contact with machinery. Severity is the highest for others such as diseases etc., in the order of being struck by object, being in contact with machinery, falling from above slipping, collapsing, bumping, and burning. Being struck by object, being in contact with machinery, and slipping are high-risk groups, falling from above others, bumping, and burning are medium-risk groups based on the risk assessment using the occurrence frequency and severity of accident. The obtained results are expected to contribute to the safe operation environment subsidy for fishing crews on the stow net fishing vessel.