• 한국품질경영학회:학술대회논문집
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• 한국품질경영학회 2004년도 품질경영모델을 통한 가치 창출
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• pp.266-271
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• 2004

Recently, consumers require products with high-reliability and high-safety. Risk management system and product safety become more important issue In view of product liability. This paper aims to propose a risk assessment system which can be applied to product with high-reliability and high-safety, and also show an empirical application of the proposed risk assessment system for the development of motorcycle helmets.

• Journal of Yeungnam Medical Science
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• 제20권2호
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• pp.217-222
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• 2003

Subcutaneous emphysema defines collection of air in subcutaneous spaces of body. It is usually originated from air in upper airway and lower respiratory tract such as larynx, trachea, bronchus and lungs. Air in subcutaneous spaces derives from leakage of air due to tearing or ruptures of airway structures, and also accompanies pneumothorax or pneumomediastinum and/or rib or sternal fractures or other major airway injuries. We experienced a case of subcutaneous emphysema caused by laryngeal injury without any associated airway injuries at neck from motorcycle accident, so we would report a case with the review of literatures.

• 한국소음진동공학회:학술대회논문집
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• 한국소음진동공학회 2001년도 추계학술대회논문집 II
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• pp.871-875
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• 2001

Evaluation of the contribution of each pass-by noise source to the overall pass-by noise is an important issue for reduction of pass-by noise. A lead-wrapping test for analyzing pass-by noise of motorcycle is used to identify the principal noise sources of the pass-by noise in this study. Lead-wrapping test is employed and the contribution analysis is carried out. Based on the contribution analysis of each pass by noise source from the action of the prior tests, the design modifications of intake/exhaust systems were performed for reducing the pass-by noise. Finally, the pass-by noise test based on ISO362 was carried out to verify the noise reduction.

• 교통기술과정책
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• 제10권4호
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• pp.48-53
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• 2013

• 한국보건교육건강증진학회:학술대회논문집
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• 한국보건교육건강증진학회 2009년도 추계학술대회 자료집
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• pp.268-268
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• 2009

• 한국신뢰성학회지:신뢰성응용연구
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• 제18권1호
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• pp.20-32
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• 2018

Purpose: The purpose of this study is to set up an anomaly detection criteria for sensor data coming from a motorcycle. Methods: Five sensor values for accelerator pedal, engine rpm, transmission rpm, gear and speed are obtained every 0.02 second from a motorcycle. Exploratory data analysis is used to find any pattern in the data. Traditional process control methods such as X control chart and time series models are fitted to find any anomaly behavior in the data. Finally unsupervised learning algorithm such as k-means clustering is used to find any anomaly spot in the sensor data. Results: According to exploratory data analysis, the distribution of accelerator pedal sensor values is very much skewed to the left. The motorcycle seemed to have been driven in a city at speed less than 45 kilometers per hour. Traditional process control charts such as X control chart fail due to severe autocorrelation in each sensor data. However, ARIMA model found three abnormal points where they are beyond 2 sigma limits in the control chart. We applied a copula based Markov chain to perform statistical process control for correlated observations. Copula based Markov model found anomaly behavior in the similar places as ARIMA model. In an unsupervised learning algorithm, large sensor values get subdivided into two, three, and four disjoint regions. So extreme sensor values are the ones that need to be tracked down for any sign of anomaly behavior in the sensor values. Conclusion: Exploratory data analysis is useful to find any pattern in the sensor data. Process control chart using ARIMA and Joe's copula based Markov model also give warnings near similar places in the data. Unsupervised learning algorithm shows us that the extreme sensor values are the ones that need to be tracked down for any sign of anomaly behavior.

• 대한공간정보학회지
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• 제25권2호
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• pp.39-47
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• 2017

이륜차의 사고 원인에 관한 일반적인 연구는 활발히 진행 되고 있지만 배달 업무라는 특수한 작업 환경에서 발생하는 집배 이륜차의 사고에 관한 연구는 보편적으로 이루어지지 않고 있다. 본 연구는 브이월드 오픈 플랫폼을 활용하여 집배원의 이륜차 운전행동과 배달 업무 부하 정도를 파악하기 위해 배달 경로에 따른 운전 행동을 지도상에 실시간으로 시각화하였다. 분석 결과의 현장 검증을 위해 실제 송파, 서청주, 및 강서 우체국에서 근무하는 집배원들을 6명씩 선별하여 참가하였으며, 배달지역의 지리적 요인 등이 운전행동에 영향을 주는지 확인 하였다. 수집한 이륜차 운행 GPS 데이터를 분석한 결과, 집배원의 안전과 배달 부하의 평준화 실현을 위한 정부의 노력에서 불구하고 각 집배원이 근무하는 지역 및 배달 구역에 따라 업무의 부하 및 이륜차의 운전 행동이 상이함을 발견하였다.

• 한국분무공학회지
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• 제20권1호
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• pp.28-34
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• 2015

Recently, some researchers have been carried out risk assessment of vehicles exhaust on human health. Especially, some of VOCs which is non-controlled, was classified to hazardous pollutant, such as 1,3-Butadiene and BTEX(Benzene, Toluene, Ethylbenzene and Xylene). Therefore, the profile on non-controlled pollutant may be needed in the future, because it would be critical data or information to control them. Additionally, with increasing amount of motorcycle, the source profiling is essential for estimating emission factor and amount on motorcycle exhaust. For these, in this study, imported motorcycles (8 vehicles) were selected as a test model while considering the increasing ratio on sales volume between 2013 and 2014; it was also compared with domestic motorcycles on those. The experiment was conducted by driving mode, UDC and ECE+EUDC that made from EURO III. In addition, it was performed at cold start driving mode without effect by displacement, for evaluating only correlation of BTEX with HC. In order to apply the ratio (m,p-Xylene/o-Xylene) as a marker, the ratio was compared with those of tunnel, road side and residential area. As a result, it showed best correlation ($R^2=0.98$) among those. In the future, it has to be considered as a marker for effect evaluation to atmospheric environment by exhaust emission.

• 한국안전학회지
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• 제37권6호
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• pp.118-127
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• 2022

This study analyzes the characteristics of occupational accidents of food delivery via motorcycle in terms of accident probability and work-days. Depending on their employment status, food-delivery workers were divided into "employed" workers (who work for restaurants) and "special-type" workers (who work for delivery platforms). Collected data include occupational accident-information during the last two years (1,468 cases for employed workers and 4,899 cases for special-type workers) and their risk information such as age, work experience, accident location, season of the accident, and weather conditions. The study finds that special-type workers had a significantly higher accident probability for the younger age group (80.8%), while employed workers had more accidents in both 20's or younger (34.9%) and 50's or older (25.4%). The number of work-days-lost was higher for special-type workers with less work experience, and it decreased with increasing work experience. Moreover, the chance for accidents was higher at night time (55%) than for day time (45%) for special-type workers as well as for employed workers. The number of work-days-lost was higher in foreign workers (180.79 days) than in Korean workers (121.44 days). Accident probability (30.7%) and work-days-lost (136.2 days) was higher in winter than in other seasons. In addition, accidents-per-day was higher on snowy days (12.7 cases per day) than rainy (8.1) and windy days (7.1). In addition, it was found that deadly accidents mainly caused injuries to face, head, and chest, while non-deadly accidents affected mainly the legs and feet. This study enables the development of better policies to prevent accidents of food delivery workers.

• 한국산학기술학회논문지
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• 제16권12호
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• pp.8386-8393
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• 2015

이 연구는 오토바이용 헬멧에 통기성을 강화하고 내부의 냉각기능을 보완한 쿨헬멧(cool helmet)의 필요성과 쿨헬멧 구매에 영향을 미치는 요인에 관한 조사연구이다. 연구방법은 설문조사를 통한 방법으로서, 2014.5.20 ~ 28까지 구글닥스를 이용하여 오토바이 동호회를 대상으로 오토바이 운전자 197명을 조사하였다. 조사결과 오토바이 헬멧 착용 시 불편함을 느끼는 이유로서는 '덥고 답답해서'와 '헤어스타일이 망가져서'가 주요 요인으로 나타났으며, 5점 척도로 조사한 쿨헬멧의 필요성은 평균 3.9점, 쿨헬멧에 대한 구매의향은 평균 3.6점으로 나타났다. 한편, 쿨헬멧이 출시될 경우 오토바이 운전자들의 구매의향에 영향을 미치는 요인은 쿨헬멧의 필요성 인식정도(오드비는 6.52)와 오토바이 헬멧에 쿨기능을 장착할 경우 헬멧에 대한 추가지불 의향 가격(오드비는 1.77)만이 통계적으로 유의한 것으로 나타났다. 한편, 구매의향 분석에 의하면 쿨헬멧의 목표시장은 추가지불 가격이 4만원 이하의 비교적 저가형 쿨헬멧이나 10만원 이상 고가의 쿨헬멧 출시전략이 유효할 것으로 예상된다. 이와 같이 기존의 연구에서 시도되지 않은 쿨 헬멧의 구매의향과 관련된 연구가 이루어진 점이 이 논문의 기여라 할 수 있다.