• Journal of Information Processing Systems
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• 제14권3호
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• pp.694-708
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• 2018

China possesses a passenger dedicated line system of large scale, passenger flow intensity with uneven distribution, and passenger nodes with complicated relations. Consequently, the significance of passenger nodes shall be considered and the dissimilarity of passenger nodes shall be analyzed in compiling passenger train operation and conducting transportation allocation. For this purpose, the passenger nodes need to be hierarchically divided. Targeting at problems such as hierarchical dividing process vulnerable to subjective factors and local optimum in the current research, we propose a clustering approach based on self-organizing map (SOM) and k-means, and then, harnessing the new approach, hierarchical dividing of passenger dedicated line passenger nodes is effectuated. Specifically, objective passenger nodes parameters are selected and SOM is used to give a preliminary passenger nodes clustering firstly; secondly, Davies-Bouldin index is used to determine the number of clusters of the passenger nodes; and thirdly, k-means is used to conduct accurate clustering, thus getting the hierarchical dividing of passenger nodes. Through example analysis, the feasibility and rationality of the algorithm was proved.

• 대한안전경영과학회지
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• 제15권4호
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• pp.17-24
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• 2013

On this study, we extracted pending problem and controversial point from management of disaster such as terror for domestic massive performance and then, investigated countermeasure plan against disaster for massive performance through comparison and analysis between anti-disaster strategy of Korea and U.S. U.S are conducting security system actively for passenger of major facilities such as public institution. Nonetheless, In U.S that has the world's best security system, serious affair such as 911 terror and Boston marathon terror are continued to happen. When considering domestic situation that North Korea and South Korea are antagonistic to each other, it is judged when it is high time to prepare for threat of terrorism. Accordingly, On this study, through analyzing of latest terror attacks in U.S and disaster risk in the nation, we analyzed in detail countermeasure plan classified as legislation, operation of security system, instilling a sense. As the result of this analyzing, using by flow-chart, we suggested domestic optimized disaster management system for massive performance. Consequently, we propose to establish systematized disaster management system such as preliminary survey of disaster influence for massive performance.

• 한국항행학회논문지
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• 제23권5호
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• pp.380-385
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• 2019

본 연구는 실제 공항에서 수집되는 여객 데이터를 활용하여 공항 내 여객의 체류 시간을 분석한 연구이다. 여객의 체류 시간은 공항 터미널 설계, 공항의 수익성에 영향을 주어 중요한 여객 특성으로 간주되어 왔지만 실제 여객 데이터 수집의 어려움으로 그에 대한 분석이나 실시간 공항 운영에 활용하기가 어려웠다. 하지만 스마트 공항의 일환으로 세계 유수의 공항에서 방대한 양의 여객 데이터를 수집하고 있고, 축적된 데이터를 활용하여 공항 내 여객 체류 시간 분석이 가능해졌다. 본 연구에서는 인천 국제 공항에서 수집된 여객 데이터를 활용하여 여객 체류 시간 분석을 수행하였으며, 방대한 양의 자료를 효율적으로 처리하기 위해 데이터 마이닝 기법인 클러스터링을 활용하여 여객을 체류 시간에 따라 구분하였다. 분석 결과 인천 국제 공항 출발 여객은 체류 시간에 따라 1) 체류 시간이 짧고 대부분의 시간을 에어사이드에서 보내는 여객, 2) 평균 3 시간 정도의 체류 시간을 갖는 여객, 3) 총 체류 시간이 압도적으로 긴 여객 등 크게 3 개의 클러스터로 구분할 수 있는 것으로 나타났다.

• 한국ITS학회 논문지
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• 제18권5호
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• pp.49-63
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• 2019

지하철 승강장의 혼잡도 관리는 열차지연방지, 승객안전 등의 서비스수준 향상을 위해 중요하다. 승강장 혼잡개선정책을 효과적으로 수립하기 위해서는 혼잡수준을 정확하게 추정하는 방안이 필요하다. 현재 지하철 승강장 혼잡도는 1-2년 주기의 특정 장소 및 시간에 계수방법(Hand Count)로 측정되어 시공간적 제약이 존재한다. 한편 스마트카드자료는 매일 실시간 생성되는 빅데이터 자료로서 승강장혼잡 추정을 위한 기초자료로서 적합하다. 본 연구는 카드자료를 승강장 혼잡도를 동적으로 추정하는 모형을 제안한다. 연구는 우선 혼잡도를 지하철 네트워크를 동적으로 이동하는 승객이 승강장에 집중하는 수요개념으로 정의한다. 이를 위해 지하철 네트워크에서 개별승객이 동적으로 이동하는 궤적을 모형을 통하여 파악한다. 또한 지하철승강장에 집중 및 분산되는 승객흐름을 1분 단위로 산정한다. 마지막으로 승강장구조별 단위 실용대기면적에 따른 승강장 혼잡도를 계산한다.

• 한국항공운항학회지
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• 제28권2호
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• pp.36-46
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• 2020

This study is designed to help customers use more comfortable airports by predicting congestion and congestion times by identifying the traffic routes of passengers in the airport building by day of the week and time by using Wi-Fi sensor collectors, one of the IoT technologies. Analysis of passenger traffic analysis data showed that the most congested time zones were from noon. to 2p.m. for all facilities, which could be used to improve major facilities. Regression analysis of factors affecting congestion found that self-check-in reduces congestion and check-in counters increases congestion. These findings will provide important implications for operations, including congestion management at airports.

• 해양환경안전학회지
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• 제12권2호
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• pp.139-144
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• 2006

컨테이너 선박 및 고속선 등과 같은 고속선박의 등장으로 해상에서의 선박 속력은 이전보다 더욱 높아지고 있다. 그러나 우리나라의 특정해역으로 지정되어 있는 현행 교통 밀집해역에서의 속력규제는 수십년전의 규정으로 현재의 교통상황에 잘 부합되지 않는 제도라고 사료된다. 특히 그 해역을 항행하고 있는 선박운항자의 주장으로 인천항의 속력규제 폐지, 광양항의 속력규제 완화 등 속력규제에 관한 논의가 계속되고 있지만 이러한 협수로에서의 속력규제에 대하여 수치화되거나 정량화된 연구는 드물다. 본 연구에서는 직선항로에서의 통항선박의 흐름을 재현한 후, 선박운항자의 선박운항 부담감을 정량화한 환경스트레스 모델(ES Model)을 이용하여 속력규제에 대하여 분석하여 최대속력규제의 효과 여부를 알아보고자 한다.

• 한국자동차공학회논문집
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• 제13권3호
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• pp.24-34
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• 2005

The automobile seat must satisfy various safety regulations for the passenger's safety. In many design practices, each component is independently designed by concentrating on a single related regulation. However, since multiple regulations can be involved in a seat component, there may be design confliction among the various safety regulations. Therefore, a new design methodology is required to effectively design an automobile seat. The axiomatic approach is employed for considering multiple regulations. The Independence Axiom is used to define the overall flow of the seat design. Functional requirements (FRs) are defined by safety regulations and components of the seat are classified into groups which yield design Parameters (DPs). The classification is carried out to have independence in the FR-DP relationship. Components in a DP group are determined by using orthogonal away of the design of experiments (DOE). Numerical analyses are utilized to evaluate the safety levels by using a commercial software system for nonlinear transient finite element analysis.

• 한국도로학회논문집
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• 제15권2호
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• pp.159-167
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• 2013

PURPOSES : In this study, the effects of when median exclusive bus lanes were applied to Daejeon trunk road (Wolpyeng crossway~Seodaejeon crossway, 6.3km) and (Daeduck Bridge 4~Kyeryong 4, 2.6km) by Microscopic Simulation VISSIM (5.0) was studied. The median exclusive bus lanes are one of the measures of transportation system manage techniques that can especially improve the efficiency of public transportation facilities. METHODS : According to the analysis of VISSIM on the Gyerong mainroad and Daedeok mainroad, when the median exclusive bus lanes were applied unlike when the roadside bus-only lanes were applied, the average travel speed of vehicles decreased but the average delay time and travel time increased. This arised from the changes in the geometric structure of the road which occurred the reduction of vehicle lane in the center of the road. RESULTS : In the case of bus, on the other hand, the average travel speed increased but the average delay time and travel time decreased. This is because the problems such as illegal parking and stopping, secondary road in out vehicle, and conflict of intersection right turn that roadside bus-only lanes occurred was solved. CONCLUSIONS : Although the introduction of median exclusive bus lanes will have a negative effect on general traffic flow due to the aggravation of travel, decrease of passenger car usage will lead to decrease of traffic volume. Therefore, smooth vehicle travel is expected.

• 대한인간공학회지
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• 제34권3호
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• pp.247-264
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• 2015

Objective: The purpose of this study is to determine the priority of information presentation and the effective menu type to be placed in the center of a gauge cluster display for commercial trucks and to present a set of ergonomic designs for the gauge cluster display. Background: An effective ergonomic design is specifically needed for the development of the gauge cluster display for the commercial trucks, because more diverse and heavier information is delivered to truck drivers, compared to the information to passenger car drivers. Method: First, all the information that must be shown on the commercial truck display was collected. Then, the severity, frequency of use, and display design parameters were evaluated for those information by commercial truck drivers. Next, an analysis on the information attributes and the heuristic evaluation utilizing the display design principles were carried out. According to the results, a design alternative of the main screen to be displayed was constructed by priority. A comparative analysis between the alternative and existing main screens was also conducted to see the efficacy of the designs. Lastly, we conducted an experiment for the selection of menu type. The experiment was conducted using the driving simulator with an eye-tracking device. The independent variables were four types of the menu reflecting the commercial truck characteristics such as grid type, icon type, list type, and flow type. We measured preference, total execution time, the total duration of fixation on the gauge cluster area, and the total number of fixation on the gauge cluster area as dependent variables. Results: Four types of driver convenience information and six types of driver assistance information were selected as the information to be placed primarily on the main screen of the gauge cluster. The Grid type was the most effective among the menu types. Conclusion: In this study, the information that appears on the main screen of the display, the division of the display and the design of the menu type for commercial truck drivers were suggested. Application: This study is expected to be utilized as guidelines on the ergonomic design of a gauge cluster display for commercial trucks.

• 해양환경안전학회지
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• 제18권5호
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• pp.423-430
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• 2012

해상에서 제한속력은 항만 정온도(Calmness) 유지와 원활한 교통흐름 유도, 해양사고 방지에 목적이 있다. 우리나라는 현재 19개 항만에서 제한속력을 지정하여 사용 중에 있으나, 제한속력 적절성과 설정 기준에 대하여 문제가 제기되고 있다. 본 연구는 현재 시행중인 제한속력에 대한 검토와 제한속력 설정 기준과 표준 모델 개발의 필요성을 확인하기 위한 기초 연구로서, 우리나라 항만과 접근수로에 대한 제한속력과 선박 통항 실태를 조사 분석하였다. 조사 분석 결과 전체 평균 48 %의 위반율을 보이고 있었으며 여객선과 5.000톤 이상의 중 대형 선박에서 위반율이 높았다. 또한 평균속력이 제한속력 보다 높은 지역이 있었으며 선박간의 속력 편차도 4.2-5.2노트로 조사되었다. 평균속력과 속력 편차가 높은 항만일수록 해양사고율도 높았다. 따라서 선박 통항속력 관리에 대한 제도적 검토와 개선이 필요한 실정이다.