• 한국항만경제학회지
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• 제37권1호
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• pp.179-196
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• 2021

부산항의 부두 장치율은 지난 3년동안 지속적으로 상승하였다. 부두 장치율 상승은 컨테이너 재조작을 야기하여 부두 노동자의 업무 강도를 증가시킨다. 또한, 장치율 상승이 장기화될 경우 선주의 대기시간을 증가시켜 항만의 서비스 수준이 하락할 수 있다. 이에 본 연구는 부두 장치율 상승 문제를 해결하기 위한 방안으로 수요예측치의 신뢰구간 추정을 활용한 항만 물동량 이상감지 방안을 제안하였다. 수요예측 방법론은 ARIMA 모형을 사용하였으며 실증 분석을 위해 사용된 자료는 2013년 1월 1일부터 2020년 10월 12일까지 총 2841일 동안의 부산항 전체 일별 물동량 자료 및 9개 부두의 일별 물동량 자료이다. 기존에 항만 물동량을 예측하는 대부분의 연구는 주로 장기 예측에 초점을 맞추었다. 일별, 부두별 부산항 물동량 자료를 활용하여 단기 물동량을 예측하고 예측치를 기반으로 부두 장치율 관리 방안을 제시한 본 연구는 충분한 가치가 있다고 판단된다.

• The Plant Pathology Journal
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• 제35권5호
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• pp.437-444
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• 2019

Chlorine dioxide ($ClO_2$) has been widely used as an effective disinfectant to control fungal contamination during postharvest crop storage. In this study, Fusarium oxysporum f. sp. batatas SP-f6 from the black rot symptom of sweetpotato was isolated and identified using phylogenetic analysis of elongation factor 1-${\alpha}$ gene; we further examined the in vitro and in vivo inhibitory activities of $ClO_2$ gas against the fungus. In the in vitro medium tests, fungal population was significantly inhibited upon increasing the concentration and exposure time. In in vivo tests, spore suspensions were drop-inoculated onto sweetpotato slices, followed by treatment using various $ClO_2$ concentrations and treatment times to assess fungus-induced disease development in the slices. Lesion diameters decreased at the tested $ClO_2$ concentrations over time. When sweetpotato roots were dip-inoculated in spore suspensions prior to treatment with 20 and 40 ppm of $ClO_2$ for 0-60 min, fungal populations significantly decreased at the tested concentrations for 30-60 min. Taken together, these results showed that $ClO_2$ gas can effectively inhibit fungal growth and disease development caused by F. oxysporum f. sp. batatas on sweetpotato. Therefore, $ClO_2$ gas may be used as a sanitizer to control this fungus during postharvest storage of sweetpotato.

• 대한조선학회논문집
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• 제56권3호
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• pp.281-289
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• 2019

In order to investigate the influence of thru holes near leading edge of model propeller on cavitation behavior, a model propeller with thru holes was manufactured and tested at Large Cavitation Tunnel (LCT). The pressure distribution around the thru hole on propeller blade was numerically calculated to help understand the local flow characteristics related to cavitation behavior. The model propeller is a five bladed propeller which has 2 blades with thru holes and 3 blades with smooth surface. The cavitation observation tests were conducted at angles of $0^{\circ}$ & $6^{\circ}$ using an inclined-shaft dynamometer in LCT. There are big difference on the suction side cavitation behavior each other due to the existence of thru hole. While the blades with thou holes start generation of the sheet cavitation from the leading edge on the suction side, the blades with smooth surface generate the cloud cavitation from the mid-chord. Cavitation on the blades with thru holes shows more similar behavior to those of the full-scale propeller of which the pipe line for air injection is closed. The numerical analysis result shows that the sharp pressure drop occurs around thru holes on the blade. Consequently, the thru hole around leading edge stimulates the cavitation occurrence and stabilizes the cavitation behavior. Based on these results, the effect of thru holes on propeller cavitation behavior behind a model ship should be studied in the future.

• The Journal of Asian Finance, Economics and Business
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• 제9권10호
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• pp.159-168
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• 2022

The time series of foreign trade turnover is complex and variable and contains linear and nonlinear information. This paper proposes preprocessing the dataset by the EMD algorithm and combining the linear prediction advantage of the SARIMA model with the nonlinear prediction advantage of the EMD-LSTM model to construct the SARIMA-EMD-LSTM hybrid model by the weight assignment method. The forecast performance of the single models is compared with that of the hybrid models by using MAPE and RMSE metrics. Furthermore, it is confirmed that the weight assignment approach can benefit from the hybrid models. The results show that the SARIMA model can capture the fluctuation pattern of the time series, but it cannot effectively predict the sudden drop in foreign trade turnover caused by special reasons and has the lowest accuracy in long-term forecasting. The EMD-LSTM model successfully resolves the hysteresis phenomenon and has the highest forecast accuracy of all models, with a MAPE of 7.4304%. Therefore, it can be effectively used to forecast the Sino-Russia foreign trade turnover time series post-epidemic. Hybrid models cannot take advantage of SARIMA linear and LSTM nonlinear forecasting, so weight assignment is not the best method to construct hybrid models.

• 한국수소및신에너지학회논문집
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• 제24권2호
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• pp.150-159
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• 2013

To enhance the performance of SEWGS system by holding the WGS catalyst in a SEWGS reactor using bed inserts, effects of insert geometry and shape of WGS catalysts on CO conversion were measured and investigated. Small scale fluidized bed reactor was used as experimental apparatus and WGS catalyst (particle and tablet) and sand were used as bed materials. The parallel wall type and cross type bed inserts were used to hold the WGS catalysts. The CO conversion with steam/CO ratio was determined based on the exit gas analysis. The measured CO conversion using the bed inserts showed high value comparable to physical mixing cases. Moreover, gas flow direction was confirmed by bed pressure drop measurement for each case. Most of input gas flowed through the catalyst side when we charged tablet type catalyst into the bed insert and this can cause low $CO_2$ capture efficiency because the possibility of contact between input gas and $CO_2$ absorbent is low in this case. New bed insert geometry was proposed based on the results from this study to enhance contact between input gas and WGS catalyst and $CO_2$ absorbent.

• 한국콘텐츠학회논문지
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• 제21권3호
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• pp.390-399
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• 2021

본 연구는 전문대학 신입생들이 대학생활에 안정적으로 적응하고, 대학의 교육서비스에 대한 만족도를 향상시킬 수 있는 요인들을 분석해보고자 진행되었다. 학생들의 개인적인 특성과 대학생활 관련 특성, 대학생활적응에 대한 변화가 대학교육 만족도를 상승시키는지 분석하였다. 총 368명의 대학생활적응검사(CAT)의 각 하위요인에 대한 1, 2차의 차이를 분석한 결과 학문적 통합성과 사회적 통합성에서 인문계 고등학교 졸업생들이 상승하는 모습을 보였고, 사회적 통합성은 정시입시 유형의 학생들이 높았다. 대학교육 만족도의 상승을 종속변수로 하여 중다회귀분석을 실시한 결과 언어점수가 낮을수록, 학문적 통합성, 진로정체성, 대학만족도, 교수와의 관계, 경제적 안정성, 학업지속 안정성의 긍정적 변화가 대학교육 만족도는 상승시키는 요인으로 분석되었다. 이러한 결과를 바탕으로 전문대학 학생의 대학교육 만족도를 높이기 위한 다양한 학생지원 프로그램을 제시하였다.

• 한국정보통신학회논문지
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• 제24권9호
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• pp.1231-1240
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• 2020

상수도 배관은 땅속에 매설되어 있어서 배관의 노후화에 따른 누수를 맨눈으로 탐지하기가 불가능하며, 누수음을 감지함으로써 배관의 누수를 탐지하는 기술이 주로 사용된다. 본 논문에서는 상수도 배관의 양단에 두 개의 가속도계를 부착·취득한 데이터 간의 도달 시간 차이를 계산하여 누수 지점을 탐지하는 알고리즘을 개발하였다. 배관의 누수 시험은 17.2m의 배관에 4.3m, 8.6m, 12.9m 지점에 밸브를 설치하고, 밸브의 개도율을 30%, 70%로 변경해 가면서 누수 지점을 분석하였으며, 밸브가 30%, 70%씩 개방된 정도의 배관 내 압력 강하에 대해서는 누수를 탐지할 수 있는 것으로 확인되었다. 초기 단계의 누수를 탐지하는 것이 매우 중요하며, 본 연구에서 적용한 알고리즘으로부터 초기의 누수 지점의 탐지가 가능할 것으로 판단된다.

• 한국환경복원기술학회지
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• 제24권1호
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• pp.25-36
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• 2021

The honey bee has a crucial ecological status for maintaining the natural ecology system. Pollination mediations by honey bees are recognized as an efficient way to enhance the quality of biological diversity and green areas in the nature and the urban ecological system. However, the population of bee around the world is decreasing and we do not know exactly how bees react to the physical environment in the urban area. This study is a basic research for the improvement of pollination services in the Korean urban ecological system. It aims to induce and review environmental variables which have high relations with the activities of pollination mediation insects in the urban area. The study established a Maxent model using five urban environmental variables that reflect the ecology of Bombus ignitus and the place information where Bombus ignitus appears in 18 spots of Seoul city, and compared with previous research results on Apis millifera. Bombus ignitus preferred places with more natural environments such as mountain forest areas and vicinities of streams. They preferred Stratified Tree Area the most among the vegetation types existing in the urban area. Comparing chicken models, both species saw their response value drop as the building coverage rose. In the case of Apis millifera and Bombus ignitus variables, the response value of both species was high in 10 out of 20 types. The result of this study is expected to provide basic information for improving the pollination services in the Korean urban area and to be utilized as the basic materials for the future urban planning.

• 청정기술
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• 제26권4호
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• pp.321-328
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• 2020

본 실험은 상용 촉매인 V/W/TiO2와 V/Mo/TiO2 촉매를 비교하여 SCR 반응에서 저온 활성에 미치는 영향 연구를 진행하였다. NH3-SCR 반응에서의 중요한 영향을 미치는 NH3 산점과 산소의 영향을 확인하기 위해 NH3-TPD, DRIFT, H2-TPR 분석과 O2-on/off 실험을 진행하였다. 반응 활성이 높은 온도인 250 ℃와 활성 저하가 크게 나타나는 180 ℃에서 반응 활성에 미치는 영향을 분석하였다. 250 ℃에서는 SCR 반응에 참여하는 NH3 중, B산점과 L산점이 반응에 참여하는 것을 확인할 수 있었으며, 기상의 산소가 반응에 참여하여 재산화 영향에 크게 나타내는 것을 확인할 수 있었다. 하지만 180 ℃에서는 B산점의 영향이 저하되고, 기상의 산소에 의한 재산화의 영향이 적어 활성이 저하되는 것으로 판단된다.

• 한국지진공학회논문집
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• 제25권2호
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• pp.59-69
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• 2021

Historical records of earthquakes are generally used as a basis to extrapolate the instrumental earthquake catalog in time and space during the probabilistic seismic hazard analysis (PSHA). However, the historical catalogs' input parameters determined through historical descriptions rather than any quantitative measurements are accompanied by considerable uncertainty in PSHA. Therefore, quantitative assessment to verify the historical earthquake parameters is essential for refining the reliability of PSHA. This study presents an approach and its application to constrain reliable ranges of the magnitude and corresponding epicenter of historical earthquakes. First, ranges rather than specific values of ground motion intensities are estimated at multiple locations with distances between each other for selected historical earthquakes by reviewing observed co-seismic natural phenomena, structural damage levels, or felt areas described in their historical records. Based on specific objective criteria, this study selects only one earthquake (July 24, 1643), which is potentially one of the largest historical earthquakes. Then, ground motion simulations are performed for sufficiently broadly distributed epicenters, with a regular grid to prevent one from relying on strong assumptions. Calculated peak ground accelerations and velocities in areas with the historical descriptions on corresponding earthquakes are converted to intensities with an empirical ground motion-intensity conversion equation to compare them with historical descriptions. For the ground motion simulation, ground motion prediction equations and a frequency-wavenumber method are used to consider the effects of possible source mechanisms and stress drop. From these quantitative calculations, reliable ranges of epicenters and magnitudes and the trade-off between them are inferred for the earthquake that can conservatively match the upper and lower boundaries of intensity values from historical descriptions.