• 한국과학교육학회지
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• 제26권7호
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• pp.805-812
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• 2006

본 연구에서는 끓는점 오름에 대한 고등학교 화학 교과서의 기술 양식과 고등학생, 예비교사, 고등학교 화학교사의 이해에 대하여 조사하였다. 6차와 7차 교육과정에 근거하여 개발된 고등학교 화학 II 교과서를 분석하였고 고등학생과 예비교사, 화학교사의 개념은 설문지를 통해 얻었다. 끓는점 오름의 원인에 대한 교과서의 설명 유형은 '표면의 용매 입자수의 감소', '용매-용질간의 인력', 그리고 '표면 입자수의 감소와 용매-용질간의 인력'등의 세 가지 유형으로 분석되었다. 개념조사 결과 '용매-용질간의 인력'을 끓는점 오름의 원인으로 인식하는 학생과 예비교사, 화학교사의 비율이 높았다. 대상자들은 끓는점 오름을 설명하기 위하여 엔트로피 개념보다 엔탈피 개념을 선호하는 경향이 있었고, 그 원인을 분석하기 위하여 사후 인터뷰를 실시하였다.

• 대기
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• 제27권3호
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• pp.331-344
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• 2017

Solar energy is calculated using high-resolution digital elevation model (DEM). In focus on Seoul metropolitan area, correction coefficients of direct and diffuse solar energy with the topographic effect are calculated from DEM with 1720, 900, 450, 90 and 30 spatial resolutions ($m{\times}m$), respectively. The solar energy on the real surface with high-resolution is corrected using by the correction coefficients with topographic effect from the solar energy on horizontal surface with lower resolution. Consequently, the solar energy on the real surface is more detailed distribution than those of horizontal surface. In particular, the topographic effect in the winter is larger than summer because of larger solar zenith angle in winter. In Seoul metropolitan area, the monthly mean topographic effects are more than 200% in winter and within 40% in summer. And annual topographic effects are negative role with more than -60% and positive role with below 40%, respectively. As a result, topographic effect on real surface is not a negligible factor when calculating and analyzing solar energy using regional and global models.

• Spatial Information Research
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• 제19권2호
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• pp.29-36
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• 2011

본 연구는 표면 파라미터 추정시 고려하는 주요 인자별로 각 조정모델들을 분류하고 그들의 추정정확도를 사전분석함으로써 이들 모델링 인자들이 각 대상파라미터의 추정에 주는 영향을 정량적으로 분석하였다. 현재 지표면형상에 대한 정보를 취득하기 위하여 라이다영상, 항공영상, SAR영상 등 다양한 자료가 활용되고 있고, 이들로부터 지표면 형상을 정량적으로 분석하기 위해서는 임의지점 주위의 관측값들을 이용하여 해당 지점의 형상을 구체적으로 파악하게 된다. 이러한 형상정보는 관측값 범위지정, 가중치방식, 그리고 수학적모델링 등 여러 인자들을 선정하여 산정할 수 있지만, 각 선정인자에 따라 표면의 형상정보는 다르게 산정되고 또한 그 정확도도 상이하게 된다. 따라서, 본 연구에서는 표면의 형상정보추출시 조정계산 인자들 따른 이러한 정확도를 비교함으로써 인자별 추정 정확도 변화 경향에 대한 진단을 실시하였다. 본 연구에서는 표면형상정보로 표고, 경사, 곡면의 2차계수를 대상으로 하고, 수학적함수, 커널크기, 가중유형별로 조정계산모델들을 구성하여 사전통계량을 계산하였고, 이에 따라 전통계량 변화를 비교 분석함으로써, 각 조정모델의 추정성능을 조정계산인자에 따라 정량적으로 비교분석하였다.

• International Journal of Naval Architecture and Ocean Engineering
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• 제7권3호
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• pp.580-594
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• 2015

Liquid sloshing in two-dimensional (2-D) and three-dimensional (3-D) rectangular tanks is simulated by using a level set method based on the finite volume method. In order to examine the effect of natural frequency modes on liquid sloshing, we considered a wide range of frequency ratios ($0.5{\leq}fr{\leq}3.2$). The frequency ratio is defined by the ratio of the excitation frequency to the natural frequency of the fluid, and covers natural frequency modes from 1 to 5. When fr = 1, which corresponds to the first mode of the natural frequency, strong liquid sloshing reveals roof impact, and significant forces are generated by the liquid in the tank. The liquid flows are mainly unidirectional. Thus, the strong bulk motion of the fluid contributes to a higher elevation of the free surface. However, at fr = 2, the sloshing is considerably suppressed, resulting in a calm wave with relatively lower elevation of the free surface, since the waves undergo destructive interference. At fr = 2, the lower peak of the free surface elevation occurs. At higher modes of $fr_3$, $fr_4$, and $fr_5$, the free surface reveals irregular deformation with nonlinear waves in every case. However, the deformation of the free surface becomes weaker at higher natural frequency modes. Finally, 3-D simulations confirm our 2-D results.

• 인간식물환경학회지
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• 제24권1호
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• pp.39-51
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• 2021

Background and objective: Urban topology can be characterized as impervious, which changes the hydrologic features of an area, increasing surface water flow during local heavy rain events. The pluvial flooding is also influenced by the vertical structures of the urban area. This study suggested a modified digital elevation model (DEM) to identify changes in urban hydrological conditions and segmentalized urban micro catchment areas using a geographical information system (GIS). Methods: This study suggests using a modified DEM creation process based on Rolling Ball Method concepts along with a GIS program. This method proposes adding realized urban vertical data to normal DEM data and simulating hydrological analyses based on RBM concepts. The most important aspect is the combination of the DEM with polygon data, which includes urban vertical data in three datasets: the contour polyline, the locations of buildings and roads, and the elevation point data from the DEM. DEM without vertical data (DCA) were compared with the DEM including vertical data (VCA) to analyze catchment areas in Shin-wol district, Seoul, Korea. Results: The DCA had 136 catchments, and the area of each catchment ranged from 3,406 m² to 423,449 m². The VCA had 2,963 catchments, with the area of each ranging from 50 m² to 16,209 m². The most important finding is that in the overlapped VCA; the boundary of areas directly affected by flooding and the direction of surface water flow could be identified. Flooding data from September 21, 2010 and July 27, 2011 in the Shin-wol district were applied as ground reference data. The finding is that in the overlapped VCA; the boundary of areas directly affected by flooding and the direction of surface water flow could be identified. Conclusion: The analysis of the area vulnerable to surface water flooding (SWF) was more accurately determined using the VCA than using the DCA.

• 한국방재안전학회논문집
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• 제12권2호
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• pp.73-82
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• 2019

최근 이상기후로 인한 집중호우에 따른 하천변 사회기반시설의 침수피해가 증가하고 있으며, 침수 가능성 여부에 대한 신속한 예 경보가 필요한 실정이다. 일반적인 홍수 예 경보는 하천수위를 이용하고 있으며, 수치모형을 이용하여 하천수위를 예측하는 연구가 대부분이었다. 그러나 수치모형을 이용한 하천수위 예측은 결과가 정확한 반면 수치모의 시간이 오래 소요된다는 한계점이 있어 최근에는 인공신경망 등을 적용한 자료기반의 수위예측 모형이 많이 이용되고 있다. 하지만 기존의 인공신경망을 활용한 수위예측 연구는 시간적 매개변수를 고려하지 못하였다는 한계점이 존재한다. 본 연구에서는 시간적 매개변수(Time delay= 2시간)를 고려한 NARX 신경망 모형을 사용하여 한강대교의 수위를 예측하였다. 또한 NARX 모형의 적합성을 판단하기 위하여 인공신경망(ANN) 모형과, 순환신경망(RNN)모형의 결과와 비교하였다. 2009년에서 2018년까지 10년간의 수문자료를 이용하여 70%를 학습시키고 검정과 평가에 15%를 사용하여 2018년의 한강대교 3시간 후 수위를 예측한 결과 평균제곱근오차(RMSE)의 경우 ANN, RNN, NARX model이 각각 0.20 m, 0.11 m, 0.09 m, 평균절대오차(MAE)의 경우, 각각 0.12 m, 0.06 m, 0.05 m, 첨두수위 오차(Peak Error)는 각각 1.56 m, 0.55 m, 0.10 m로 나타났다. 연구 대상지역에 대한 시간적 매개변수를 고려한 예측 결과의 오차분석을 통하여 NARX 신경망 모형을 사용하는 것이 수위예측 모형 구축이 가장 적합한 것으로 나타났다. 이는 NARX 신경망 모형이 과거의 입력자료를 고려함으로써 시계열 자료의 변동 추세도 학습 할 수 있으며, 또한 모형 내 활성함수를 쌍곡선탄젠트(Hyperbolic tangent) 및 Rectified Linear Unit(ReLU) 함수를 사용하여 고수위 예측 시에도 정확한 예측 값을 도출할 수 있기 때문이다. 그러나 NARX 신경망 모형은 시퀀스 길이가 길어짐에 따라 기울기 소실문제(Vanishing gradient)가 발생하는 한계점이 있어 향후에는 이를 보완한 LSTM(Long Short Term Model)모형을 이용하여 수위예측의 정확도를 검토하고자 한다.

• 대한조선학회논문집
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• 제60권5호
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• pp.305-319
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• 2023

This study focuses on measuring the relative wave elevation around the KSUPRAMAX-O ship and comparing it with numerical analysis results (potential and computational fluid dynamics). The relative wave elevation is a good indicator of the pressure distribution on the ship's surface, which is affected by the ship's motion, incident waves, and distributed waves. Prior to measuring the relative wave elevation, a comparative test was conducted on resistance type, capacitance type, and ultrasonic type wave probe to measure the relative wave elevation, and it was confirmed that the resistance type wave probe was suitable for measuring the relative wave elevation. A model test was performed at low speed and design speed using resistance type wave probe and compared with the results of numerical analysis result. As for the motion response, it was confirmed that the result of experiments and the result of the numerical analysis were in good agreement. The relative wave elevation showed a similar trend between the experiment and the computational fluid dynamics, but the potential analysis result showed a difference from the experiment in design speed.

• 한국농공학회지
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• 제45권6호
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• pp.109-118
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• 2003

As a fundamental research to establish a safety operation plan for irrigation dams, this study presents hydrologic analysis conducted in Sungju Dam watershed based on various rainfall data. Especially those reservoirs without flood control feature are widely exposed to the risk of flooding, a safe and optimized operation program need to be improved against arbitrary flooding. In this study, reservoir routing program was developed and simulated for reservoir runoff estimation using WMS hydrology model. The model simulated the variations of reservoir elevation under the condition of open or closed emergency gate. In case of closed emergency gate, water surface elevation was given as 193.15 m, and this value exceeds the dam crest height by 1.65 m. When the emergency gate is open, the increment of water surface elevation is given as 192.01 m, and this value exceeds dam crest height by 0.57 m. As an alternative plan, dam height increase can be considered for flood control under the PMP (Probable Maximum Precipitation) condition. Since the dam size is relatively small compare to the watershed area, sound protection can be expected from the latter option rather than emergency gate installation.

• 한국원자력학회:학술대회논문집
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• 한국원자력학회 1995년도 추계학술발표회논문집(1)
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• pp.358-363
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• 1995

A study on passive cooling systems for concrete containment of advanced pressurized water reactors has been performed. The proposed passive containment cooling system (PCCS) consist of (1) condenser units located inside containment, (2) a steam condensing pool outside containment at higher elevation, and (3) downcommer/riser piping systems which provide coolant flow paths. During an accident causing high containment pressure and temperature, the steam/air mixture in containment is condensed on the outer surface of condenser tubes transferring the heat to coolant flowing inside tubes. The coolant transfers the heat to the steam condensing pool via natural circulation due to density difference. This PCCS has the following characteristic: (1) applicable to concrete containment system, (2) no limitation in plant capacity expansion, (3) efficient steam condensing mechanism (dropwise or film condensation at the surface of condenser tube), and (4) utilization of a fully passive mechanism. A preliminary conceptual design work has been done based on steady-state assumptions to determine important design parameter including the elevation of components and required heat transfer area of the condenser tube. Assuming a decay power level of 2%, the required heat transfer area for 1,000MWe plant is assessed to be about 2,000 ㎡ (equivalent to 1,600 of 10 m-long, 4-cm-OD tubes) with the relative elevation difference of 38 m between the condenser and steam condensing pool and the riser diameter of 0.62 m.

• 한국지형학회지
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• 제23권3호
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• pp.67-78
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• 2016

Soil carbon(C) is an essential property for characterizing soil quality. Understanding spatial patterns of soil C is particularly limited for mountain areas. This study aims to predict the spatial pattern of soil C using terrain analysis in a steep mountainous area. Specifically, model performances and prediction uncertainties were investigated based on the number of resampling repetitions. Further, important predictors for soil C were also identified. Finally, the spatial distribution of uncertainty was analyzed. A total of 91 soil samples were collected via conditioned latin hypercube sampling and a digital soil C map was developed using support vector regression which is one of the powerful machine learning methods. Results showed that there were no distinct differences of model performances depending on the number of repetitions except for 10-fold cross validation. For soil C, elevation and surface curvature were selected as important predictors by recursive feature elimination. Soil C showed higher values in higher elevation and concave slopes. The spatial pattern of soil C might possibly reflect lateral movement of water and materials along the surface configuration of the study area. The higher values of uncertainty in higher elevation and concave slopes might be related to geomorphological characteristics of the research area and the sampling design. This study is believed to provide a better understanding of the relationship between geomorphology and soil C in the mountainous ecosystem.