• Title/Summary/Keyword: 단속성

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Development of Fuzzy Travel Time Estimator for Interrupted Traffic Flow (단속류 퍼지 통행시간 추정기의 개발)

  • 오기도;김영찬
    • Journal of Korean Society of Transportation
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    • v.18 no.5
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    • pp.57-67
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    • 2000
  • Two fuzzy travel time estimators for interrupted traffic flow were developed based on field survey data and simulation data 7hat is collected from DETSIM, which is microscopic traffic simulation model that car-following theory is applied. One is FETTOS(Fuzzy Estimator of Travel Time using Occupancy and Spot speed) and the other is FETTOS(Fuzzy Estimator of Travel Speed using Volume and Occupancy). Fuzzy logic controller was applied to the estimators to deal with non-linear relationship between traffic variables and travel time. According to results of simulation and field survey. estimation of travel time can be modeled by using percent occupancy better than any other traffic variables. Detector location from storyline and signal timing Plan of intersection are affected to estimate travel time. With a few findings, the estimator was constructed and its performance was tested for observed travel time data and simulated data. FETTOS which needs signal timing plan and detector location estimates travel time with accurate better than FETSVO does. However. FETSVO has excellent transferability because the estimator needs set of input data only; volume and time mean speed.

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Improvement on Site Inspection for Notifying Deployment of Private Security Guard (민간경비원 배치신고에 따른 현장 지도·점검 개선방안)

  • Jeong, Ji-Deok;Park, Jeong-Hwan;Kim, Jin-Oh;Kim, Kun-Hee
    • Proceedings of the Korean Society of Disaster Information Conference
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    • 2016.11a
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    • pp.330-333
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    • 2016
  • 지도 점검이란 경비업체의 불법행위를 예방하거나 경비업법 위반사항을 적발, 단속하는 것이라 할 수 있지만 이러한 역할 뿐만이 아니라 "경비업법"의 기본취지인 경비업의 육성 및 발전을 할 수 있도록 적정한 행정지도를 병행해야 하고, 감독자의 객관적 판단으로 올바른 행정목적을 달성할 수 있게 경비업자를 견인해야 할 필요성이 있다. 때문에 이 연구에서는 사전교육의 필요성과 사전서류검토 후 현장에서 감독으로의 역할, 현장 지도점검 시 담당 경찰관의 주관적 행정처분에 대한 개선방안, 현장 지도 점검 시 집중적 단속에 대한 개선방안, 민간경비원의 신분증으로서 경비원 신임교육 이수증의 활용방안을 개선방안으로 제시하였다.

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선박운항 시뮬레이터 데이터를 이용한 음주운항 패턴 분석

  • 김홍태;양영훈;오재용;김혜진
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2021.11a
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    • pp.224-225
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    • 2021
  • 해양사고의 주요 원인으로 언급되고 있는 피로요인은 장시간 소요되는 선박의 운항과정에서 발생할 수 있는 사고발생의 주된 요인이다. 이러한 피로의 유발 요인 중 하나인 음주운항으로, 이로 인한 해양사고는 대형 인명피해 뿐만 아니라 해양환경오염이라는 국가적 대재난으로 이어질 수 있다. 다행히 「해사안전법」 시행령 개정에 따라 주취운항 단속 기준 (혈중알콜농도 기준)이 기존 0.08%에서 2011년 0.05%, 2014년 0.03%로 강화됨에 따라 주취 운항의 위험성에 대한 인식은 개선되고 있으나, 최근 5년 동안 선박 음주 운항 단속 건수는 총 556건으로 나타났으며, 음주운항으로 인한 충돌, 좌초 등의 사고가 지속적으로 발생하고 있다. 본 발표에서는 음주운항이 선박운항에 미치는 영향을 알아보기 위해 선박운항 시뮬레이터 데이터 분석을 통한 음주운항 패턴 분석 결과를 소개하고자 한다.

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The traffic accident factors and reduction method in the hazard zone of mountain sightseeing roads -focused on Jeju local roads- (산악관광도로 위험구간의 교통사고 요인분석 및 감소방안 -제주도의 지방도를 중심으로-)

  • Oh, Jae-Hwan;Hwang, Kyung-Soo;Kim, Kyung-Bum;Yang, Jeong-Cheol
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.1
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    • pp.374-388
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    • 2016
  • In Jeju-Do, there is the 1100 Road, 516 Road, and Bijarimro, which are typical mountain sight-seeing roads in Jeju. These roads are local roads that have been the location for many traffic accidents. This study focused on these roads, categorized the type of traffic accident and analyzed the accident characteristics. The major accident factors were analyzed through trip AHP analysis, Comparative analysis of the velocity distribution and the factors affecting traffic accidents were analyzed. Tourists took many trips on these roads. The mixing rate of the rental cars was 36.70%~71.60% in 1100 road and Bijarimro. Currently, these local roads are regulated by a speed limit of 60km/h. However, it might be necessary to reduce the speed limit to 40km/h considering the geometric line form of the road and the climate in these areas. The speed limit of more than 40km/h is found 87.0% on 516 Roads, 88.57% on 1100 roads, and 93.1% on Bjarimro, In these roads, the speed ratio is higher as described above. Therefore, these roads have been found to have a higher risk of traffic accidents by overspeeding driving. The overspeed driving ratio of these roads was 87.0%~93.1%, The overspeed driving enforcement method at one spot has only the effect of reducing the speed at that enforcement place; the effect cannot be expected for the other places or sections. It is necessary to introduce a section overspeed driving enforcement system utilizing the average velocity in these areas to prevent traffic accidents.

Improving Efficiency of Food Hygiene Surveillance System by Using Machine Learning-Based Approaches (기계학습을 이용한 식품위생점검 체계의 효율성 개선 연구)

  • Cho, Sanggoo;Cho, Seung Yong
    • The Journal of Bigdata
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    • v.5 no.2
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    • pp.53-67
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    • 2020
  • This study employees a supervised learning prediction model to detect nonconformity in advance of processed food manufacturing and processing businesses. The study was conducted according to the standard procedure of machine learning, such as definition of objective function, data preprocessing and feature engineering and model selection and evaluation. The dependent variable was set as the number of supervised inspection detections over the past five years from 2014 to 2018, and the objective function was to maximize the probability of detecting the nonconforming companies. The data was preprocessed by reflecting not only basic attributes such as revenues, operating duration, number of employees, but also the inspections track records and extraneous climate data. After applying the feature variable extraction method, the machine learning algorithm was applied to the data by deriving the company's risk, item risk, environmental risk, and past violation history as feature variables that affect the determination of nonconformity. The f1-score of the decision tree, one of ensemble models, was much higher than those of other models. Based on the results of this study, it is expected that the official food control for food safety management will be enhanced and geared into the data-evidence based management as well as scientific administrative system.

Spatio-Temporal Drought Quantification using Severity-Area-Frequency Curve (가뭄심도-영향면적-지속기간곡선을 이용한 가뭄의 시공간적 정량화)

  • Kim, Bo-Kyung;Kim, Sang-Dan;Kyoung, Min-Soo;Kim, Hung-Soo
    • Proceedings of the Korea Water Resources Association Conference
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    • 2006.05a
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    • pp.1991-1995
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    • 2006
  • 본 연구에서는 제반 수문학적 문제 해결을 위하여 강우사상에 대해 최대평균우량깊이-유역면적-지속기간 관계곡선의 항목 중 최대평균우량깊이를 가뭄심도의 항으로 대체한 가뭄심도-영향면적-지속기간 관계 곡선의 작성방법을 제시하고자 한다. 제주도를 포함한 우리나라 전역의 기상청 월강수량을 이용하여 SPI 가뭄지수를 산정하고 EOF 기법을 적용하여 공간정보로 축약하였다. 이후 Kriging 기법으로 $6km{\times}6km$의 해상도를 가진 SPI값으로 할당함으로써 격자기반의 가뭄지수 자료의 시간 및 공간특성을 고려할 수 있다. 이에 근거하여 주요 가뭄사상을 식별 및 분석하여 영향면적별 가뭄지수를 산정하고 이에 따라 가뭄심도-가뭄면적-가뭄지속기간 관계곡선을 도시하였다. 관계곡선 작성 결과 각 지속기간에 대하여 특정한 면적 이상에서 가뭄심도가 완만하게 감소하는 형태를 보여 공간적 국지성 및 시간적 단속성이 강한 홍수와는 시 공간적으로 다르게 거동되고 있었으며 가뭄심도의 면적에 따른 감소율은 가뭄분석시의 강우깊이의 면적에 따른 감소율과 비교하였을 때 훨씬 작은 것으로 분석되었다.

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A Development of Macroscopic Simulation Model for Interrupted Flow using Shockwave (충격파를 이용한 거시적 단속류 시뮬레이션 모형개발)

  • Lee, Ho-Sang;Jung, Young-Je;Kim, Young-Chan;Kim, Dae-Ho
    • Journal of Korean Society of Transportation
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    • v.26 no.1
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    • pp.191-201
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    • 2008
  • It has been employed TRANSYT-7F and NETSIM to evaluate the validity and effectiveness of improvement on TSM(Transportation Systems Management). But T7F is hard to describe platoon compression and dispersion in actually, and NETSIM takes a long time for network coding, calibration and have difficulty in setting up saturation flow. While Shockwave Model have advantage which can describe platoon compression and dispersion in actually and shorten hours, convenience of application. But Shockwave Model apply unrealistic traffic flow relation ship(U-K curve) and simplify platoon because of difficulty in calculating shockwave's position and cross. For solving limitation of existing shockwave models, It develop new model with 2-regime linear model, New platoon model, Extended shockwave, etc. For verifying the validity of the proposed model, it was compared with delay of T7F and NETSIM by offset variation. In conclusion, it is thought that proposed model have outstanding performance to simulate traffic phenomenon.

A Study on Ubiquitous Road for Prevention of the Overweight Vehicles (과적차량 방지를 위한 유비쿼터스도로에 관한 연구)

  • Jo, Byung-Wan;Yoon, Kwang-Won;Park, Jung-Hoon;Kim, Heoun
    • Journal of the Computational Structural Engineering Institute of Korea
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    • v.21 no.3
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    • pp.225-232
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    • 2008
  • Overload vehicles operate damage to road, bridge, and then increasing in maintenance and repair cost because structures are reduced durability. The existing regulation systems have many problems and need coping measure. Therefore, this paper organized Ubiquitous sensor network system for development of intelligent auto overload vehicle regulation system about high speed vehicles, also axial load WIM sensor was selected by indoor experiment through wireless protocol. And we examined possibility U-load auto overload vehicle regulation system through experiment of the transmission and reception distance. If this system will apply to road and bridge, might be effective for economy and convenience through establishment of U-IT system. And high speed vehicle that was amalgamate IT technology and existing overload regulation problems, also tested wireless sensor for USN organization. This experiment aim to organize system interface for user through perfection man-less, wireless system of Internal/External Network from high speed WIN sensor with USN organization. Accordingly, it is necessary experimentation through Test Bed for constitution External network and application of actually regulations using WCDMA/HSDPA.

An Analysis of Civil Complaints about Traffic Policing Using the LDA Model (토픽모델링을 활용한 교통경찰 민원 분석)

  • Lee, Sangyub
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.20 no.4
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    • pp.57-70
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    • 2021
  • This study aims to investigate the security demand about the traffic policing by analyzing civil complaints. Latent Dirichlet Allocation(LDA) was applied to extract key topics for 2,062 civil complaints data related to traffic policing from e-People. And additional analysis was made of reports of violations, which accounted for a high proportion. In this process, the consistency and convergence of keywords and representative documents were considered together. As a result of the analysis, complaints related to traffic police could be classified into 41 topics, including traffic safety facilities, passing through intersections(signals), provisional impoundment of vehicle plate, and personal mobility. It is necessary to strengthen crackdowns on violations at intersections and violations of motorcycles and take preemptive measures for the installation and operation of unmanned traffic control equipments, crosswalks, and traffic lights. In addition, it is necessary to publicize the recently amended laws a implemented policies, e-fine, procedure after crackdown.