• 한국컴퓨터정보학회논문지
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• 제27권3호
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• pp.1-12
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• 2022

해양조난사고 발생 시 해상 익수자의 안전과 생명 보장을 위해 구조자산을 활용한 신속한 탐색 및 구조작전은 매우 중요하다. 본 연구는 해양관측부이에서 수집되는 기상정보에 다중선형회귀분석, 의사결정나무, 서포트벡터머신, 벡터자기회귀, 순환신경망의 LSTM을 활용하여 울릉도 북서해역의 표층해류를 분석하고 유향과 유속에 대한 각각의 예측모형을 구축하여 예측된 유향과 유속정보를 통해 해상 익수자의 이동경로를 예측하는 모형들을 제안한다. 본 연구에서 적용한 다양한 기계학습 모형을 MAE와 RMSE의 성능 평가척도로 비교해 볼 때 LSTM이 가장 우수한 성능을 보였다. 또한, 익수자 이동지점과 예측모형의 예측지점 간 거리 차이에 있어서도 LSTM이 다른 모형들에 비해 탁월한 성능을 나타내었다.

• 한국분무공학회지
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• 제22권4호
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• pp.218-224
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• 2017

In order to improve the quality of air in urban areas, the emission regulations are being strengthened by the government. The on-road test of light-duty vehicles was started with PEMS because certification test mode does not sufficiently reflect on-road conditions. Therefore, The PEMS-based test was implemented from Sep. 2017 in Europe and Korea. However, this is lack of data on various on-road patterns in Korea. The purpose of the present study has analyzed the effect of speed per acceleration and acceleration on NOx emission on-road driving. The test route consisted of urban, rural, and motorway in Seoul. This study has been conducted by Euro-6 vehicles using on SCR system with PEMS. The on-road emission characteristics were evaluated by moving averaging windows (MAW) method. In results, RDE-NOx by severe driving pattern has been 1.4 times higher than soft driving pattern NIER Route 1.

• 한국항공운항학회지
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• 제31권4호
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• pp.126-132
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• 2023

During the COVID-19 pandemic, there have been many changes in the aviation industry as a whole. Passenger traffic has decreased, but on the contrary, the international transport demand for cargo planes has never been higher. Due to their geopolitical location when flying to major cities around the world, Korea's international pilots are bound to have relatively more jet lag-causing routes than their American or European-based pilots. Through this study, we tried to analyze the degree of fatigue and fatigue weighting factors according to operating conditions for domestic pilots. As a result of the study, the following conclusions were drawn. Despite the variety of models, routes, and fatigue between individuals, it was found that the 3 Pilot operation route was concentrated as a representative fatigue route. Most of the individual fatigue improvement request sections showed higher fatigue as the night flight section was longer among the 3Pilot routes for more than 12 hours, and 43 out of 90 participants (Korean Air pilots) focused on 3Pilot (two captains and one pilot) as fatigue-intensive operating conditions. Therefore, it proposes an improvement in the system of applying 12-hour unification standards according to Korea's geopolitical international operating conditions and time difference standards.

• 한국항행학회논문지
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• 제24권5호
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• pp.358-367
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• 2020

수도권 지역 직장인들의 평균 출퇴근 시간이 증가하고 도로의 교통혼잡비용이 증가함에 따라 새로운 교통수단의 필요성이 증가하고 있고, 도심항공 모빌리티(UAM)가 그 대안으로 떠오르고 있다. 따라서 본 논문에서는 인구, 교통량, 출퇴근 데이터를 이용하여 서울, 경기 지역에 UAM 수직 이착륙장 위치를 선정하고 운행 경로를 설정하였다. 전기 수직 이착륙 항공기(eVTOL)의 유형을 분석해 UAM에 적합한 추력편향형과 멀티콥터형 eVTOL을 선정하여 설정된 경로를 운행하였을 때 소요시간을 계산하였다. 또한 타 교통수단을 이용하였을 때 소요시간을 UAM 이용 시와 비교 분석하였다. 결과적으로 UAM을 이용한다면 출퇴근 시간이 대폭 줄어들 수 있음을 확인하였다.

• Environmental Analysis Health and Toxicology
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• 제14권4호
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• pp.203-216
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• 1999

This paper describes a set of multi-pathway models for estimating health risk to lead. The models link concentrations of an environmental contaminant (lead) in air, water and food to human exposure through inhalation, ingestion, and dietary routes. Exposure is used as the foundation for predicting risk of health detriment within the population. The process of estimating exposure using often limited data and extrapolating to a large diverse population requires many assumption, inferences, and simplification. This paper is divided into four section. The first section provides lead contaminant levels on obtaining environmental concentration of air, tap water, and foods. The second section provides a discussion of exposure parameters and uncertainty associated predicting human health risk of contaminants. The third and fourth section illustrate lifetime average daily exposure (LADE) and excess cancer risk (ECR) based on exposure parameters. The relationship between concentration of lead in an environmental medium and human exposure is determined with pathway exposure factors (PEFs). The calculation of LADE and ECR is carried out using Monte-Carlo simulation with probability density function of exposure parameters. Examination of the result reveals that, for lead exposure, ingestion (food) is the dominant route of exposure rather than inhalation (air), and ingestion (tap eater).

• 분석과학
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• 제26권5호
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• pp.315-325
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• 2013

The possibility of acute hepatotoxicity caused by dimethylformamide (DMF) requires regular monitoring of the workers who are using DMF to prevent the occupational disease. The authors performed ambient and biological monitoring of workers involved in synthetic leather manufacturing processes using DMF to assess the correlation between the markers of ambient and biological monitoring of DMF. The authors monitored 142 workers occupationally exposed to DMF from 19 workshops in the synthetic leather and ink manufacturing industries located in northern region of Gyeonggi-do. The subjects answered questionnaire on work procedure and use of personal protective equipment to be classified by exposure type. DMF in air samples collected using personal air samplers, diffusive and active sampler, was analysed using gas chromatograph-flame ionization detector (GC-FID) with DB-FFAP column (length 30 m, i.d. 0.25 mm, film thickness 0.25 ${\mu}m$). Urinary N-methylformamide (NMF) was analysed using gas chromatograph-mass selective detector (GC-MSD) at selected ion monitoring (SIM) mode with DB-624 column (length 60 m, i.d. 0.25 mm, film thickness 1.40 ${\mu}m$). Geometric mean (GM) and geometric standard deviation (GSD) of the ambient DMF was $6.85{\pm}3.43$ ppm, and GM and GSD of urinary NMF was $42.3{\pm}2.7$ mg/L. The ratio of subjects with DMF level over 10 ppm was 44%, and those with urinary NMF over 15 mg/L was 87%. NMF in urine adjusted by DMF in air was $4.61{\pm}2.57$ mg/L/ppm and $9.50{\pm}2.41$ mg/L/ppm, respectively, with or without respirator. There was seasonal differences of NMF in urine adjusted by DMF in air, $7.63{\pm}2.74$ mg/L/ppm in summer and $4.53{\pm}2.29$ mg/L/ppm in winter. The urinary NMF concentration which corresponds to 10 ppm of ambient DMF was 52.7 mg/L (r=0.650, n=128). Considering the difference of the route of exposure which resulted from the compliance of wearing personal protective equipment, the estimated contribution of respiratory and dermal exposure route for DMF was 48.5% vs. 51.5%.

• 한국ITS학회 논문지
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• 제21권5호
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• pp.1-14
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• 2022

본 연구에서는 도심항공교통(UAM) 도입에 따른 대중교통 이용자들의 도심항공교통(UAM) 선호도를 분석하기 위하여 도심항공교통(UAM) 실증노선 구간인 인천국제공항-인천 길병원 노선을 대상구간으로 하여 인천광역시 대중교통 이용자 807명을 대상으로 선호의식(SP)조사를 실시하였다. 또한, 도심항공교통(UAM) 도입 초기, 성장기, 성숙기로 구분하여 시기별 통행시간, 통행비용을 달리하여 선호의식(SP)조사를 실시한 결과를 토대로 수단선택모형을 추정하였다. 구축된 수단선택모형을 활용하여 통행에 대한 시간가치를 분석한 결과 56,428원/시로 나타났고, 모형에서 통행비용(원), 차내시간(분), 차외시간(분)에 대한 탄력성 검증 결과 본 모형에서 도심항공교통(UAM) 분담율에 미치는 영향은 통행비용(원), 차내시간(분), 차외시간(분) 순서로 나타났고, 통행비용(원)이 증가할 때보다 감소할 때 미치는 영향이 크게 나타났다.

• 한국항행학회논문지
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• 제19권6호
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• pp.492-498
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• 2015

무인항공기시스템 수요의 증가와 기술의 급격한 발전에 따라 많은 국가들에서 기존의 공역 시스템에 무인항공기를 통합하려는 시도가 이루어지고 있다. 유인항공기와 무인항공기의 통합 운용에 따른 영향을 파악하기 위해서는 유무인항공기의 통합 시뮬레이션 시스템을 통한 HiTL (Human-in-The-Loop) 시뮬레이션이 필요하다. 본 논문에서는 유무인항공기 통합 시뮬레이션을 위한 운용 개념을 정의하고, 유무인항공기 통합 운용 시 발생 가능한 상황을 시나리오로 설정하여, HiTL 시뮬레이션을 수행하였다. 수행 결과에 대해 통신, 안전, 성능, HMI로 나누어 영향을 분석하였다.

• 한국화재소방학회논문지
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• 제28권6호
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• pp.1-7
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• 2014

부속실 가압시스템의 가장 중요한 역할은 건축물 내부에 화재가 발생 시 피난을 위하여 방화문이 개방 될 경우 균일한 방연풍속을 형성하여 연기의 침입을 방지하는 것이다. 이러한 설비의 성능확보를 위하여 균일한 방연풍속이 형성될 수 있도록 공기 공급 유니트를 배치하는 것이 중요하다. 본 연구에서는 대형건물에 설치되는 2개의 출입문을 갖는 부속실의 경우, 방연풍속이 균일하게 형성될 수 있는지 수치해석을 수행하였고, 나타난 문제점을 해결하기 위한 주요변수로 댐퍼의 위치 및 루버의 각도를 선정하고, 두 변수를 조정하여 균일한 방연풍속을 얻을 수 있는 해결책을 찾아보았다. 그 결과, 부속실의 댐퍼 위치의 중요성을 확인하였으며, 2개의 방화문이 존재할 경우 출입문 맞은편 중간 벽에 배치할 경우 성능에 있어서 좋은 결과를 얻을 수 있었다.

• 한국환경과학회지
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• 제31권4호
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• pp.329-339
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• 2022

Better understanding the mechanism of black ice occurrence on the road in winter is necessary to reduce the socio-economic damage it causes. In this study, intensive observations of road weather elements and surface information under the influence of synoptic high-pressure patterns (22^nd December, 2020 and 29^th January, and 25^th February, 2021) were carried out using a mobile observation vehicle. We found that temperature and road surface temperature change is significantly influenced by observation time, altitude and structure of the road, surrounding terrain, and traffic volume, especially in tunnels and bridges. In addition, even if the spatial distribution of temperature and road surface temperature for the entire observation route is similar, there is a difference between air and road surface temperatures due to the influence of current weather conditions. The observed road temperature, air temperature and air pressure in Nongong Bridge were significantly different to other fixed road weather observation points.