• 제목/요약/키워드: traffic accident analysis system

검색결과 225건 처리시간 0.027초

시계열 자료 분석을 통한 4대 사회안전지표 변화 추이 (Transition of Four Major Social Safety Indexes by Time Series Data Analysis)

  • Song, Chang Geun;Jang, Hyun-ju;Lee, Kum-Jin
    • 한국재난정보학회 논문집
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    • 제11권4호
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    • pp.634-638
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    • 2015
  • 해마다 반복적으로 인적 물적 피해를 유발하여 사회 안전에 큰 영향을 미치는 산업재해, 교통사고, 화재, 범죄 등의 항목을 4대 사회안전지표로 선정하여 2003년 이후 시계열에 따른 변화 추이를 분석하였다. 2003년을 기준으로 산업재해가 27.8% 감소하여 가장 두드러지게 개선된 것으로 확인되었으며, 교통사고와 범죄자표는 12% 정도 저감된 것으로 나타났다. 그러나 화재의 경우 2006년 이후 국가화재분류체계가 바뀌면서 경미한 생활 화재도 발생건수에 포함되도록 변경되어 기준년도 대비 40% 화재안전지수가 증가한 것으로 나타났다.

사고기록장치의 기록 시점에 대한 사례연구 (Case Study on the Time Zero (T0) of Event Data Recorder)

  • 박종진;박정만;박정우;인병덕
    • 자동차안전학회지
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    • 제15권2호
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    • pp.35-41
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    • 2023
  • On December 19, 2015, as Article 29-3 (Installation of Accident Recording Devices and Provision of Information) of Motor Vehicle Management Act came into force, In Korea, the EDR (Event Data Recorder) reports are often used for the analysis of various traffic accident cases such as multiple collisions, traffic insurance crimes, and sudden unintended acceleration (SUA), and the others. So many investigators have analyzed the driver's behavior and vehicle situation by comparing the time zero in the EDR report to the actual crash time in dash-cam (or CCTV). Time zero (T0) is defined as the reference time for the record interval or time interval when recording an accident in Article 56-2, Enforcement rule of Performance and Standard for Automobile and Automotive parts. Also in the EDR report, time zero (T0) is defined as whichever of the following occurs first; 1. "wake-up" by an air-bag control system, 2. Continuously running algorithms (by monitoring of longitudinal or lateral delta-V), 3. Deployment of a non-reversible deployment restraint. We have already proposed the "Flowchart & Checklist" to adopt the EDR report for traffic accident investigation and the necessity of specialized institutions or courses to systematically educate or analyze the EDR data. Therefore, in this paper, we report to traffic accident investigators notable points and analysis methods based on some real-world traffic accidents that can be misjudged in specifying time zero (T0).

긴급제동장치 작동 한계 특성에 대한 실험적 연구 (An Experimental Study on the Operating Limit Characteristics of Autonomous Emergency Braking System)

  • 김종혁;최지훈;박정우;박종진;박하선
    • 자동차안전학회지
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    • 제14권3호
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    • pp.23-29
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    • 2022
  • Among the various functions of ADAS (Advanced Driver Assistance System), the most important and representative function to the safety of vehicle passengers is AEB (Autonomous Emergency Braking system). In South Korea, laws are in progress from 2022 for making it mandatory for passenger vehicles to be installed. And as AEB-equipped vehicles continues to increase in the future, the demand for accident analysis related to the AEB function is expected to increase in the future. In order to find out the operating limits of AEB, it is necessary to consider the situations exceeding the standards covered by EuroNCAP. Therefore we have performed four experiments in this study, including situations encountered in real-word traffic conditions, i.e., an oblique stop of Global Vehicle Target (GVT) and ADAS sensor failures. These experimental results are expected to be of great help in accurate and reliable accident analysis by considering them when analyzing traffic accidents for ADAS vehicles.

Measures to Reduce Traffic Accidents in School Zones using Artificial Intelligence

  • Park, Moon-Soo;Park, Dea-woo
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2022년도 춘계학술대회
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    • pp.162-164
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    • 2022
  • Efforts are being made to prevent traffic accidents within the child protection zone. Efforts are being made to prevent accidents by enacting safety facilities and laws to prevent traffic accidents in the school zone. However, traffic accidents in school zones continue to occur. If the driver can know the situation in the child protection zone in advance, accidents can be reduced. In this paper, we design a camera that eliminates blind spots in school zones and a number recognition camera system that can collect pre-traffic information. Design a LIDAR system that recognizes vehicle speed and pedestrians. Design an LED guidance system that delivers information to drivers without smart devices. We study time series analysis and artificial intelligence algorithms that collect and process pedestrian and vehicle information recognized by cameras and LIDAR. In the artificial intelligence traffic accident prevention system learned by deep learning, before entering the school zone, the school zone information is sent to the driver through the Force Push Service and the school zone information is delivered to the driver on the LED sign. try to reduce accidents.

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비행제어시스템 설계 관점의 B737MAX JT610편 사고분석과 교훈 (Accident Analysis & Lessons Learned of B737MAX JT610 from a Flight Control System Design Perspective)

  • 문정호;조환기
    • 한국항공운항학회지
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    • 제28권1호
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    • pp.106-114
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    • 2020
  • The Lion Air JT610 accident in Indonesia in October 2018, along with the Ethiopian Airline ET302 accident in March 2019, is an significant aircraft accident that detects defects of the B737MAX aircraft. Shortly after the accident, the FAA prohibited operation of the aircraft. This action has affected the market environment of airlines and aircraft manufacturers around the world. In October 2019, Indonesian Traffic Safety Committee released an accident investigation report for Lion Air JT610, which concluded that the causes of the accident were MCAS design defects, lack of education and training, and errors in the repair process. This paper summarizes the flight control system of the B737MAX aircraft, the causes of the accident based on the final accident investigation report, and provides considerations for aircraft design and retrofit.

구간단속장비 설치 효과 분석 및 사고예측모형 개발 (A Study on Effectiveness Analysis and Development of an Accident Prediction Model of Point-to-Point Speed Enforcement System)

  • 김다예;이호원;홍경식
    • 한국안전학회지
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    • 제34권5호
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    • pp.144-152
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    • 2019
  • According to the National Police Agency, point-to-point speed enforcement system is being installed and operated in 97 sections across the country. It is more effective than other enforcement systems in terms of stabilizing the traffic flow and inhibiting the kangaroo effect. But it is only 5.1% of the total enforcement systems. The National Police Agency is also aware that its operation ratio is very low and it is necessary to expand point-to-point speed enforcement system. Hence, this study aims to provide the expansion basis of the point-to-point speed enforcement operation through analysis of the quantitative effects and development the accident prediction model. Firstly, this study analyzed the effectiveness of point-to-point speed enforcement system. Naive before-after study and comparison group method(C-G Method) were used as methodologies of analyzing the effectiveness. The result of using the naive before-after study was significant. Total accidents, EPDOs and casualty crashes decreased by 42.15%, 70.64% and 45.30% respectively. And average speed and the ratio of exceeding speed limit decreased by 6.92% and 20.50%p respectively. Moreover, using the C-G method total accidents, EPDOs and casualty crashes decreased by 31.35%, 66.62% and 10.04% respectively. And average speed and the ratio of exceeding speed limit decreased by 3.49% and 56.65%p respectively. Secondly, this study developed a prediction model for the probability of casualty crash. It was dependant on factors of traffic volume, ratio of exceeding speed limit, ratio of heavy vehicle, ratio of curve section, and presence of point-to-point speed enforcement. Finally, this study selected the most danger sections to the major highway and evaluated proper installation sections to the recent installation section by applying the accident prediction model. The results of this study are expected to be useful in establishing the installation standards for the point-to-point speed enforcement system.

통합DB를 활용한 청년운전자의 위험도 실증분석 (Empirical Study on the Risk Analysis of Young Driver Utilizing Integrated Data Base(DB))

  • 김태호;이수일;최병호
    • 한국안전학회지
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    • 제27권5호
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    • pp.203-210
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    • 2012
  • Traffic accident risk of young drivers(less than 25) is reported to have 8 times as high as that of middle aged drivers(between 30 and 49). Despite the rise of traffic accident risk, few have been attempted to take a look into driving characteristics of young drivers. The purpose of this paper is to analyze age-specific risks of young driver by means of database of insurance and vehicle inspection, thereby collecting data such as age, vehicle mileage, injuries and so on. We conducted Data-Mining(CART) and Portfolio analysis according to age groups(every 10 years). The conclusions which can be drawn from this empirical study are as follows: (1) Despite the fact that young drivers have low vehicle mileage, the rate of fatality is relatively high. (2) Being concerned of vehicle mileage, 24,000km of driving experience is thought to be critical in differing in fatality rate. Having annual average mileage fewer than 24,169 km, accident frequency is relatively lower than that exceeding 24,169 km(1,571 cases). Backed upon these, some recommendations about driver's license system for young driver to improve are given.

개별 사고특성 및 근린환경 특성이 서울시 보행자 교통사고 심각도에 미치는 영향 (The Effects of Individual Accidents and Neighborhood Environmental Characteristics on the Severity of Pedestrian Traffic Accidents in Seoul)

  • 고동원;박승훈
    • 대한건축학회논문집:계획계
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    • 제35권8호
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    • pp.101-109
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    • 2019
  • Korea's transportation paradigm is shifting from a vehicle-oriented transportation plan to a pedestrian-friendly environment that emphasizes walking safety. However, the level of pedestrian traffic accidents in Korea is still high and serious. The purpose of this study is to investigate factors affecting the severity of pedestrians traffic accidents using the multilevel logistic regression model based on 2015-2017 pedestrian accidents data provided by the Traffic Accident Analysis System(TAAS). The main results of the multilevel logistic regression model showed that 89% of pedestrian traffic accidents in Seoul were explained by individual characteristics such as drivers and pedestrians, and 11% were explained by neighborhood environmental characteristics. The results are as follows : In the individual characteristics such as pedestrians and drivers, the older the pedestrians and the drivers, the higher the traffic accident severity. The severity of traffic accidents was high when the pedestrians were female and the drivers were male. In the case of accident types, traffic accidents were more serious in the cases of heavy vehicles, inclement weather, and occurring at intersections and crosswalks. The results of the neighborhood environmental characteristics are as follows. The intersection density and the crosswalk density tended to reduce the severity of traffic accidents. On the other hand, the traffic light density and the school zones were founded to related to the higher level of traffic accident severity. This study suggests that both individual and neighborhood environmental characteristics should be considered together to prevent and reduce the severity of pedestrian traffic accidents.

『신호현시 표출 방법』에 따른 교통사고 발생빈도 분석 연구: 대전광역시 관내 중심으로 (A Study on the Frequency of Traffic Accidents by Traffic Signal Timing: Focused on Daejeon)

  • 윤소식;이민호;이철기
    • 한국ITS학회 논문지
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    • 제22권3호
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    • pp.20-37
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    • 2023
  • 본 연구는 지속 확대 설치되고 있는 교통신호기가 교통사고 예방에 어떤 효과가 있는지 분석하기 위한 것이다. 대전광역시 교통신호기 1,602개소 중에서 2013~2019년까지 7년간 TCS에 등록된 신호위반 등 교통사고 자료 7,045건을 수기 검색하였다. 교통사고 다발 상위 20개소 교차로를 특정하고, 교통사고 조사기록과 현장지도를 열람하여 위반차량의 주행 방향, 신호현시를 비교분석하고, 신호위반 교통사고 원인을 신호운영 설계(운영) 미흡과 운전자 과실(고의)을 구분해서 문제점 및 개선안을 제안하였다. 분석 결과 직좌동시신호와 중복현시 등에서 신호위반 교통사고 75%가 발생하였고, 황색신호에서 발생하는 교통사고 대책으로 황색신호시간 연장 또는 전적색(All Red)신호 운영시 교통사고가 줄어들었다. 비보호 좌회전은 정상신호로 개선이 필요하다. 또한, 경찰에서는 교통사고 현장지도 및 신호관련 자료에 대하여 수기 열람으로 교통사고 예방대책 수립시 많은 인력과 활용도가 떨어져 교통업무관리시스템(TCS)의 개선이 필요하다. 본 연구는 현장에서 수집한 방대한 데이터를 분석하여 개선방안을 제시한 것으로 신호운영에 기여할 것으로 판단된다.

해양사고 통계분석을 통한 VTS 개선방안에 관한 기초연구 (A Fundamental Study on Advanced VTS System through Statistic Analyzing Traffic Accidents in VTS area)

  • 이형기;장성록;박영수
    • 한국항해항만학회지
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    • 제33권8호
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    • pp.519-524
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    • 2009
  • VTS의 관제 범위에서 발생한 교통관련사고 분석은 VTS의 개선방향 검토에 중요한 기초 자료를 제공할 것으로 기대되나 현재까지의 연구는 미흡한 실정이다. 분석은 최근 6년(1999-2004년)간의 해양안전심판재결서와 VTS 센터별 자료 및 Port-Mis자료를 이용하여 이루어졌다. 연구결과, 1) 교통관련사고의 통제 및 VTS의 개선 방향을 검토할 필요성을 확인하였다. 2) 교통관련사고의 경우 관제여부에 따라 사고원인과 시정상태, 충돌사고의 상대선 인지거리 및 인지지체원인에 차이가 발생함을 통계적으로 확인하였다. 3) VTS의 지원은 충분한 시간 전에 적극적이고 지속적으로 이루어져야 하며 04-08시 시간대에 강화되어야 함을 확인하였다. 4) 사고예측모형을 통해 관제선박의 교통관련사고는 일평균 교통량에 큰 영향을 받고 있으므로 VTS 운영자가 사고의 위험성이 높은 선박을 우선적으로 식별하여 관련 정보를 신속하고 적극적으로 제공할 수 있도록 지원하는 시스템을 구축하여야 한다.