• 제목/요약/키워드: Accident Frequency

검색결과 630건 처리시간 0.026초

적응 뉴로-퍼지를 이용한 도시부 비신호교차로 교통사고예측모형 구축 (Building a Traffic Accident Frequency Prediction Model at Unsignalized Intersections in Urban Areas by Using Adaptive Neuro-Fuzzy Inference System)

  • 김경환;강정현;강종호
    • 대한토목학회논문집
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    • 제32권2D호
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    • pp.137-145
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    • 2012
  • 경찰청 발표 자료에 따르면 2010년 우리나라에서 발생한 교통사고 건수는 226,878건으로 전체 교통사고 중 교차로가 차지하는 비중이 44.8%로 교차로 사고는 교통사고 중 많은 부분을 차지하고 있다. 이 중 신호교차로 교통사고에 대한 연구는 지속적으로 이루어지고 있는 반면에 비신호교차로에 대한 연구는 아직 부족한 실정이다. 본 연구는 환경적 요인으로 퍼지적 성격을 가진 교통량, 차로폭, 시거를 입력변수로 비신호교차로에서의 사고건수예측을 위한 ANFIS(Adaptive Neuro-Fuzzy Inference System) 모형을 구축하였다. 이렇게 구축된 모형의 예측력은 검증자료를 이용한 실측치와 추론치를 비교함으로써 평가되었다. 본 모형의 예측력은 결정계수인 $R^2$와 평균절대오차(MAE), 평균제곱근오차(MSE)를 통하여 적합성을 평가하였으며, 이들은 각각 평가 결과 0.9817, 0.4773, 0.3037로 나타나 모형의 설명력이 우수한 것으로 평가된다. 본 연구의 비신호 교차로 사고예측분석 연구결과는 비신호교차로의 안전 대책 수립 및 교통사고 개선사업을 위한 기초자료를 제공할 것으로 사료된다.

가정 내 낙상으로 인한 아동 손상의 유발 환경 인자에 관한 예비연구 (A Pilot Study on Environmental Factors Contributing to Childhood Home Slip-Down Injuries)

  • 유정민;서민후;김원영;김원;임경수
    • Journal of Trauma and Injury
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    • 제22권1호
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    • pp.51-56
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    • 2009
  • Purpose: The purpose of this study was to investigate environmental factors contributing to childhood home slip-down injuries. Methods: Among a total of 2,812 injured children in our Customer Injury Surveillance System (CISS), we performed a prospective study on 262 children with home slip-down injuries who visited the pediatric emergency department of Asan Medical Center between March 2008 and February 2009. We made a frequency analysis on parameters such as activities just before the accident, the presence of any obstacles or lubricant materials, specific home place in the home where the injuries occurred, flooring materials on which the slip-down happened, additional objects hit after slip down, the site and kind of injury, the duration of therapy, and the disposition. Results: Walking was the most common activity just before the injury. Because rooms and bathrooms were most common places in the home for slip down injuries, laminated papers/ vinyl floor coverings and tiles were the most common flooring materials used in the places where the injuries occured. Most commonly, no obstacles caused the children to slip down, but the furniture, stairs, doorsills, wetness, or soapy fluid followed after that. Over half of the children who slipped (58%) also collided with other than the floor itself after the slip-down, most common objects hit were the edges of the furniture, and doorsills, followed by stairways. The head and neck were the most commonly injured sites, and a laceration was the most common kind of injury. Most children needed less than 1 week of therapy, only 4 children (1.53%) admitted. There were no mortalities. Conclusion: The environmental factors contributing to slip-down injuries were the bathroom, laminated papers/vinyl floors, the furniture, stairs, doorsills, and wetness or soapy fluid. Especially, the furniture, stairs, and doorsills can be both primary obstacles and secondary collision objects. For the safety of our children, we must consider these factors on housing, when decorating or remodeling our house.

Fault Tree를 활용한 항공기 격납고 소화시스템의 화재 안전성 분석 (Fire Safety Analysis of Fire Suppression System for Aircraft Maintenance Hangar Using Fault Tree Method)

  • 이종국
    • 한국화재소방학회논문지
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    • 제31권6호
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    • pp.67-73
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    • 2017
  • 항공기 정비 격납고는 고가의 항공기를 보관하거나 정비, 점검등을 하는 건축물로 화재발생 빈도는 낮지만 화재발생 시 인적, 물적 피해가 매우 클 수 있다. 따라서 본 연구에서는 Fault tree를 이용하여 현재 운용중인 항공기 정비 격납고 소화시스템의 화재 안전성에 대한 정성적 분석을 시행하고, 도출된 기본사상에 대한 고장률 자료를 활용하여 정량적 분석을 실시한 후 정상사상의 발생 확률에 대한 Minimal cut set의 중요도를 분석하였다. Minimal cut set에 의한 정성적 분석결과 항공기 격납고 포헤드 소화시스템의 화재제어 실패로 대형화재로 확대될 수 있는 사고경로는 14개라는 것을 알 수 있었다. 또한 정량적인 분석 결과 대형화재로 확대될 확률은 $2.08{\times}E-05/day$이며, Minimal cut set의 중요도 분석 결과 화재 발생 시 4개의 Minimal cut set 즉, 구역별 화재 감지기 및 포헤드 동작과 항공기 날개 및 Fire plume에 의한 소화약제 차단이 동일하게 24.95%로 대형화재로 확대될 가능성의 대부분을 차지하였으며, 항공기 정비 격납고의 포헤드 소화시스템은 항공기 날개 하부화재에 대한 적응성이 없어 개선이 필요한 것으로 Fault tree를 이용하여 처음 확인하였다.

승강기 중대고장 분석을 통한 안전관리 시사점 도출 (Derivation of Safety Management Implications through Analysis of Major Elevator Failures)

  • 김범상;박범
    • 대한안전경영과학회지
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    • 제22권3호
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    • pp.23-29
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    • 2020
  • As the duty to report and investigate major elevator failures has expanded due to the total amendment of the Elevator Safety Management Act in 2018, more important information on major elevator failures that have been partially identified has been collected. As of 2019, the number of elevators in Korea exceeded 700,000, making it the eighth-class elevator powerhouse in the world, but there is a trend of increasing casualties due to accidents and breakdowns. An Seung-gang-gi is a term that encompasses an elevator that moves vertically and an escalator that moves horizontally. It is an important means of transportation for most citizens that are encountered almost every day in daily life, and it is also necessary as a means of transportation that enables the construction of skyscrapers. And it seems that its importance will never diminish in the future. Major elevator failures are the main cause of dispatch when accumulating the number of 119 dispatches, and the frequency of occurrence is high. It's a shame. According to Heinrich's Law, 300 minor signs and danger phenomena precede, 29 minor accidents and 1 major accident. Accidents caused by elevators are increasing every year due to the increase in the number of installations, and the damage is threatening the valuable lives and property of users and workers in related fields due to fatal risks such as death and serious injury. Elevator safety management can achieve its purpose only when it is managed with the usual interests, awareness of safety, and full efforts of the users, workers, and the government concerned. This study was analyzed based on 2019 data notified to the Korea Elevator Safety Agency on major breakdowns improved after the revision of the Elevator Safety Management Act in 2018, and a total of 8,256 data were analyzed using the SPSS 21 version, a statistical analysis tool, to analyze the correlation with technical statistics. Proceeded. Through the analysis, it was possible to obtain preventive safety management data to prevent serious elevator safety accidents from occurring, and to derive meaningful implications that related safety management and maintenance can be effectively operated to prevent serious failures. In addition, through this analysis, we expect the development of related industries and legal and institutional improvement.

CC1020 Chip을 사용한 모바일 네트워크를 위한 디지털 데이터 통신 시스템 (Digital Data Communication System for Mobile Network System Using CC1020 Chip)

  • 임현진;조형국
    • 융합신호처리학회논문지
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    • 제8권1호
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    • pp.58-62
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    • 2007
  • 디지털 통신은 통신시스템의 구현과 모바일 화를 위해 필요하다. 모바일 화를 위한 무선 데이터 송신 그리고 수신은 이동 중 언제든지 그리고 어디 곳이든지 가능해야 한다. 모바일 통신 시스템은 소형화, 경량화 그리고 적은 소비전력으로 운영이 되어야 한다. 이러한 기술은 유비쿼터스 시대에서 모바일용 통신기기의 필수이다. 모바일 통신의 적용에서 요구되는 사항들은 다음과 같다. 첫째, 간단한 명령으로 데이터를 주고받을 수 있어야 한다. 둘째로 저 전력으로 구동되는 핸디 헬드형으로 구현되어야 한다. 셋째로 데이터 통신에 신뢰성이 있어야 한다. 이 기본적인 요구조건으로 구현된 시스템의 활용분야은 매우 다양해진다. 최근 각광 받고 있는 Car to Car 시스템에서 적용이 그 한 예이다. 이 시스템은 도로의 모든 상황을 자동차끼리 연결하여 전달해 주며 이로 인해 일어 날수 있는 여러 사고들은 막아 준다. 이러한 시스템을 신뢰성있게 구현하기 위해서는 기본적으로 디지털 데이터 통신이 필요하다. 본 논문에서는 디지털 데이터 통신을 위해서 CC1020 칩을 사용하여 통신 모뎀을 구현하였다. 이 침의 사용으로 주파수의 선택이 간결하게 되었고, 송신에서 수신 상태로 변환도 간단히 레지스터의 설정으로 가능하였다. 송신 출력도 10dBm로 통신 거리는 약 100m이다. 또한 칩의 전원이 3v의 저 전력을 사용하고, 간단한 레지스트 설정으로 송신 및 수신 상태에서 쉽게 sleeping mode 상태로 전환할 수 있었다. 결론으로 CC1020칩의 프로그램 알고리즘, MCU(Atmega128)과의 연결 회로도를 보였다. MCU와 CC1020의 연결 핀에서 중요한 파형을 그림으로 보였다. 그리고 실험에 사용된 송신부 및 수신부를 사진으로 보였으며, 이것을 이용하여 통신 수신율을 분석하였다.

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지역사회 중심 가정간호사업 운영연구(가정간호사업 운영을 위한 정보전달체계 개발Ⅱ) (An Operations Study on the Home Care Nursing Delivery System)

  • 박정호;김매자;홍경자;한경자;박성애;윤순녕;이인숙;조현;방경숙
    • 가정간호학회지
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    • 제5권
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    • pp.20-31
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    • 1998
  • The purpose of this study was to develop the framework of community-based home care nursing delivery system, and to examine the validity of it. For these, home care nursing study team of College of Nursing, Seoul National University has studied home care nursing system since September, 1996, and has operated home care center since August, 1997. This study has been supported by the Korean Sience Foundation. We organized Committee of rules, and Clinical specialist consultant group for more efficient running of the home care center. In nursing station, research assistant controlled general work, and 5 home care nurses were hired for home visiting. We developed the Standards for operations, that included criteria for clients, central supply system of nursing materials, central management of nursing care cost, advertisement, patient referral system, and so forth. In our center, 108 patients enrolled, and neurologic disorders including cerebrovascular accident, and cancer were the most prevailing diseases. We tried to overcome the limitations of hopital -based home care, and to provide more accessible, efficient, safe, and stable home care nursing. Therefore, we were referred clients from patients and families, public health care center, industries, as well as from hospitals. Meanwhile, we developed home care recording system and assessment-intervention algorithm for various diseases for quality control and standardization. Also, we did continuing education, and tried to detect problems and to find solutions by regular meeting between the committee of rules and home care nurses. As the results of this study, several limitations of operation were found. First, it was difficult to manage and communicate with the doctor in the emergency situation, Second, we spent too much time for trasnsportation, because only five nurses covered all areas of Seoul and nearby cities. Third, preparation for special care of home care nurses were lacked. Forth, criteria for termination of care and frequency of home visit were ambiguous. Fifth, some difficulties were found in retrospective payment system. And finally, interconnection with home care machinery company were needed. Strategies for solving these problems were suggested.

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임상간호사의 안전간호활동 영향요인 (Factors Affecting on the Clinical Nurse's Safety Nursing Activity)

  • 송은정;박연숙;지현순;이혜경
    • 디지털융복합연구
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    • 제14권11호
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    • pp.469-479
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    • 2016
  • 본 연구는 대학병원 임상간호사를 대상으로 환자안전문화에 대한 인식과 안전간호활동에 미치는 영향을 파악하기 위한 서술적 조사연구이다. 자료는 2015년 9월 1일부터 10월 1까지 하였다. 수집된 자료는 SPSS 23.0을 이용하여 t-test, ANOVA, Pearson correlation coefficients, stepwise multiple regression으로 분석하였고, 사후분석은 Scheffe' test로 하였다. 그 결과 대상자의 환자안전문화에 대한 인식은 5점 만점에 $3.30{\pm}.22$점이었고, 안전간호활동은 5점 만점에 평균 $3.89{\pm}.44$점이었으며, 환자안전문화에 대한 인식은 환자안전간호활동과의 양의 상관관계(r=.364, p=.000)가 나타났다. 또한 안전간호활동에 간호사의 총 경력, 직위, 직속관리자/책임자, 의사소통 절차, 사건보고 빈도가 영향을 받으며, 38.6%의 설명력이 있는 것으로 나타났다. 따라서 안전간호활동을 증진시키기 위해서는 적절한 경력자 관리, 조직간 원활한 의사소통, 자발적 사건보고를 할 수 있는 실무지침과 효과적인 교육프로그램 개발이 필요하다.

뇌졸중 환자가 지각하는 사회적 지지와 희망과의 관계 (The Correlation between Perceived Social Support and Hope of Stroke Survivors)

  • 김경옥;조복희
    • 재활간호학회지
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    • 제4권1호
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    • pp.58-72
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    • 2001
  • A Cerebrovascular accident(CVA), or Stroke is a medical emergency that occurred when the blood supply to the brain is interrupted or blocked. The stroke causes physical function disorder due to hemiparalysis and emotional disorder. Also the stroke patients experience helplessness, powerlessness, sense of alienation and loss of hope. These feelings make the rehabilitation difficult because they lose the will of life. The purpose of this study is to identify the correlation between perceived social support and hope of stroke survivors. The subjects for this study were 100 out-patients with stroke in one general hospital and oriental medicine hospital located in Mokpo. The data were analysed by frequency, t-test, ANOVA. Duncan test, Pearson's correlation, using the SPSS WIN 9.0 program. Data were collected from July 11 to September 9, 2000, using a structured questionnaire. The instruments used for this study : The social support scale developed by Park, Ji-won(1985) and the hope scale developed by Miller(1988). The results were as follows. 1. It was found that the higher the degree of perceived social support, the higher the degree of hope(r=.726, p=.000). Therefore hypothesis was supported. 2. The mean score of perceived social support was 77.8(SD=21.0) with a score range from 27.0 to 104.0. 3. The mean score of perceived hope was 117.0(SD=25.7) with a score range from 57.0 to 160.0. 4. The level of social support depending on general characteristics were significantly different in variables such as marital status(t=3.131, p=.010). degree of income satisfaction(F=16.027, p=.000). 5. The level of hope depending on general characteristics were significantly different in variables such as marital status(t=2.681, p=.040). current job(t=-2.055, p=.043) degree of income, satisfaction(F=11.363, p=.000). For these subjects, there was a significant relationship between social support and hope. The stroke survivors need social support to inspire their hope. Nurses should plan interventions to enhance social support for patients with stroke. The above results may be used as the basic data to seek more efficient way of elevating nursing practice and rehabilitation for the patients with stroke.

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도심지 하천매설배관의 위험성 평가에 관한 연구 (A Study on the Risk Assessment of River Crossing Pipeline in Urban Area)

  • 박우일;유철희;신동일;김태옥;이효렬
    • 한국가스학회지
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    • 제24권2호
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    • pp.22-28
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    • 2020
  • 본 연구에서는 도심지 국가하천을 지나는 도시가스 고압 배관에 대하여 정량적 위험성 평가를 실시하였다. 위험성 평가는 최악의 시나리오 조건에서 실제 도시가스 물성, 교통량과 인구·기상 데이터를 기반으로 수행하였으며, 평가 결과 사회적(societal) 위험도와 개인적 (individual) 위험도는 조건부 허용영역에 위치하는 것을 확인하였다. 이는 하천매설 배관의 시공 시 당시 보호관으로 보호하거나 방호구조물 안에 설치한 것에 따른 위험 경감 효과가 고려되지 않은 위험성 평가 결과에 반영되지 않은 점을 고려한다면 보다 안전하다고 판단할 수 있다. 또한, SAFETI v8.22를 활용하여 복사열에 의한 사고 피해 거리와 확산 거리 등이 풍속과 대기안정도의 변화에 따른 영향을 분석하였다. 결과적으로 위험성 평가 결과 현재까지 배관의 안전성은 확보되어 있으나, 주기적인 점검과 모니터링을 통해 하상 변동을 포함한 예상치 못한 사고를 방지하는 등 안전성 향상방안을 제언한다.

Speeding Detection and Time by Time Visualization based on Vehicle Trajectory Data

  • Onuean, Athita;Jung, Hanmin
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2018년도 추계학술대회
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    • pp.593-596
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    • 2018
  • The speed of vehicles has remained a significant factor that influences the severity of accidents and traffic accident rate in many parts of the world including South Korea. This behavior where drivers drive at speeds which exceed a posted safe threshold is known as 'speeding'. Over the past twenty years, the Korean National Police Agency (NPA) has become aware of an increased frequency of drivers who are speeding. Therefore, fixed-type ASE systems [1] have been installed on hazardous road sections of many highways. These system monitor vehicle speeds using a camera. However, the use of ASE systems has changed the behavior of the drivers. Specifically, drivers reduce speed or avoid the route where the cameras are mounted. It is not practical to install cameras at every possible location. Therefore, it is challenging to thoroughly explore the location where speeding occurs. In view of these problems, the author of this paper designed and implemented a prototype visualization system in which point and color are used to show vehicle location and associated over-speed information. All of this information was used to create a comprehensive visualization application to show information about vehicle driving. In this paper, we present an approach detecting vehicles moving at speeds which exceed a threshold and visualizing the points those violations occur on a map. This was done using vehicle trajectory data collected in Daegu city. We propose steps for exploring the data collected from those sensors. The resulting mapping has two layers. The first layer contains the dynamic vehicle trajectory data. The second underlying layer contains the static road networks. This allows comparing the speed of vehicles on roads with the known maximum safe speed of those roads, and presents the results with a visualization tool. We also compared data about people who drive over threshold safe speeds on each road on days and weekends based on vehicle trajectories. Finally, our study suggests improved times and locations where law enforcement should use monitoring with speed cameras, and where they should be stricter with traffic law enforcement. We learned that people will drive over the speed limit at midnight more than 1.9 times as often when compared with rush hour traffic at 8 o'clock in the morning, and 4.5 times as often when compared with traffic at 7 o'clock in the evening. Our study can benefit the government by helping them select better locations for installation of speed cameras. This would ultimately reduce police labor in traffic speed enforcement, and also has the potential to improve traffic safety in Daegu city.

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