• 한국항해학회지
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• 제21권1호
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• pp.1-11
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• 1997

Because of the sharp increase of its export and import container cargo volumes contrast to the lack of related Container Terminal facility, equipment and inefficient procedure, there is now heavy container cargo congestions in Pusan Container Terminal. As a result of such a situation, many container ships avoid their calls into Pusan port. This is a major cause that in tum kads to weakening intemational competitiveness of the Korean industry. This study, therefore, aims are to make a quantitative analysis of Container Terminal System through the computer simulation, especially focusing on its 4 sub-system of a handling system, 'it is checked whether the current operation is being performed effectively through the computer simulation. The overall findings are as folIows; Firstly, average tonnage of the ships visiting the BCTOC was 32,360 G/T in from January '96, to may '96. The average arrival interval and service time of container ships at BCTOC are 5.63 hours and 18.67 hours respectively. Ship's arrival and service pattern at BCTOC was exponential distribution with 95% confidence and Erlang-4 distribution with 99% confidence. Secondly, average waiting time and number of ships was 9.9 hours, 235 ships(38%) among 620 ships. Number of stevedoring container per ship was average 747.7 TED, standard deviation 379.1 TEU and normal distribution with 99% confidence. Thirdly, from the fact that the average storage days of containers at BCTOC are 2.75 days (3.0 days when import, 2.5 days when export). it is founds that most containers were transfered to the off-dock storage areas with the free periods(5 days when import, 4 days when export), the reason for which is considered to be the insufficient storage area at BCTOC. Fourthly, in the case of gate in-out at BCTOC, occupied containers and emptied containers are 89% and 11% respectively in the gate-in, 75% and 25% seperately in the gate-out. Finally, from the quantitative analysis results for container terminal at BCTOC, ship's average wating time of ships was found to be 20.77 hours and berth occupancy rate(${\rho}$) was 0.83. 5~6 berths were required in order that the berth occupancy rate(${\rho}$) may be maintained up to 60% degree.

• Journal of the Korean Data and Information Science Society
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• 제24권2호
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• pp.245-255
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• 2013

본 논문은 RFM (recency frequency monetary) 모델에서 등급을 매기는 방법을 정규분포를 이용하여 6등급모델을 제안하고 NDSL (national discovery for science leaders) 자료를 이용하여 현재 많이 사용되고 있는 5등급모델과 10등급모델을 비교하였다. 제안 모델이 5등급모델과 10등급모델에 비해 고객그룹들을 쉽게 세분화할 수 있다는 사실을 알 수 있었다. 제안된 모델은 대칭적으로 등급을 부여하고, 고객분포를 이용하기 때문에 고객특성을 잘 반영함으로써 경계값들이 명확하게 구분되는 특징을 가지고 있다. 또한 등급 값을 보면 쉽게 어느 위치에 속하고 있는 지 알 수 있으며, 고객세분화 후 고객의 RFM값들의 확인으로 고객의 특성을 쉽게 알 수 있는 장점이 있다. 향후 군집분석 등의 통계적 등급부여 방법들과 비교연구와 가중치 부여 방법에 관한 연구가 필요하다.

• 한국환경독성학회:학술대회논문집
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• 한국환경독성학회 2003년도 추계국제학술대회
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• pp.150-150
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• 2003

The objective of this study was to describe the distribution of metals concentrations in blood of adults who were not occupationally exposed in Korea. The blood samples were obtained between February and August 2001 from volunteer adults in urban area of Korea. 66 male participants were 46 (20-75) years of age and 74 female were 40 (20-69) years of age. The levels of metals in blood were observed the log-normal distribution, and we calculated geometric mean (GM) and geometric standard deviation (GSD). The GM levels of metals in blood of the men were 65.88$\mu\textrm{g}$/$\ell$, 1.01$\mu\textrm{g}$/$\ell$, 0.23$\mu\textrm{g}$/$\ell$ and 0.15$\mu\textrm{g}$/$\ell$, for Pb, Cr, Ni and Cd, respectively. The GM levels of the women were 58.49$\mu\textrm{g}$/$\ell$, 1.66$\mu\textrm{g}$/$\ell$, 0.30$\mu\textrm{g}$/$\ell$ and 0.10$\mu\textrm{g}$/$\ell$, for Pb, Cr, Ni and Cd, respectively. The levels of Pb-B and Cd-B were significantly higher non-smoker than smoker, whereas those of Cr-B and Ni-B were not different by smoking habit.

• 한국측량학회지
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• 제32권4_1호
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• pp.327-333
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• 2014

도시 열 환경 개선을 위해서는 무엇보다도 특정지역의 열 환경에 대한 구조적 특성분석이 선행되어져 문제점을 분석하고 보완되어야 한다. 본 연구에서는 Landsat 위성을 활용하여 대구광역시의 1월과 8월의 열 환경의 중심성 측정, 분포도 작성, 공간통계 분석 등을 활용하여 공간적 특성에 따른 열 환경구조를 분석하였다. 분석을 위해 위성영상의 열적외밴드를 활용하여 표준정규분포화하여 점수로 중심성을 추출하였고, 국지적 공간에서의 자기 상관성을 파악하기 위한 국지적 모란지수(Local Local Moran's I)를 기초로 한 Cluster Map를 작성하여 환경공간구조의 분포 특성을 파악하였다. 따라서 위성영상을 활용한 열 환경 분포 특성과 중심지의 파악은 도시의 열 환경 개선 계획 및 관리방안을 모색하는데 필요한 중요한 기초자료로서 정부의 다양한 열환경 정책이나 계획에 우선시 되어야 할 참고자료를 제공하고자 한다.

• 한국물환경학회지
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• 제39권5호
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• pp.396-412
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• 2023

Species from the mayfly genus Ephemera (Order Ephemeroptera) was assessed for their physical microhabitat suitability (namely E. strigata, E. separigata, and E. orientalis-sachalinensis). Probability distribution models (Exponential, Normal, Lognormal, Logistic, Weibull, Gamma, Beta, and Gumbel) based on the data collected from 23,957 sampling units of 6,787 sites in Korea from 2010 to 2021 were used. Mode and standard deviation calculated from the best-fitting models to species distribution along a water depth gradient were 265 cm and 159 cm in E. orientalis-sachalinensis; 10 cm and 83 cm in E. strigata; 20 cm and 15 cm in E. separigata, respectively. The current velocity gradient was 22 cm/s and 40 cm/s in E. orientalis-sachalinensis; 60 cm/s and 53 cm/s in E. strigata; 82 cm/s and 25 cm/s in E. separigata, respectively. The mean diameter (phi scale) of substrate grains were -3.6 and 2.2 in E. orientalis-sachalinensis; -7.4 and 1.5 in E. strigata; -5.8 and 0.9 in E. separigata, respectively. Habitat suitability range of E. orientalis-sachalinensis was estimated to be 161~369 cm (water depth), 5~44 cm/s (current velocity), -5.2~-2.0 (mean diameter); 3~34 cm (water depth), 36~94 cm/s (current velocity), -8.1~-6.3 (mean diameter) for E. strigata; 12~32 cm (water depth), 63~96 cm/s (current velocity), -6.3~-5.2 (mean diameter) for E. separigata. In relative comparison, E. orientalis-sachalinensis was estimated to be rheophobic, eurybathophilic, and eurypsephophilic; E. strigata to be euryrheophilic, bathophobic, and lithophilic; E. separigata to be stenomesorheophilic, stenobathophobic, stenolithophilic.

• 한국수자원학회:학술대회논문집
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• 한국수자원학회 2008년도 학술발표회 논문집
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• pp.694-698
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• 2008

In hydrology, it is a difficult task to deal with multivariate time series such as modeling streamflows of an entire complex river system. Normal distribution based model such as MARMA (Multivariate Autorgressive Moving average) has been a major approach for modeling the multivariate time series. There are some limitations for the normal based models. One of them might be the unfavorable data-transformation forcing that the data follow the normal distribution. Furthermore, the high dimension multivariate model requires the very large parameter matrix. As an alternative, one might be decomposing the multivariate data into independent components and modeling it individually. In 1985, Lins used Principal Component Analysis (PCA). The five scores, the decomposed data from the original data, were taken and were formulated individually. The one of the five scores were modeled with AR-2 while the others are modeled with AR-1 model. From the time series analysis using the scores of the five components, he noted "principal component time series might provide a relatively simple and meaningful alternative to conventional large MARMA models". This study is inspired from the researcher's quote to develop a multivariate simulation model. The multivariate simulation model is suggested here using Principal Component Analysis (PCA) and Independent Component Analysis (ICA). Three modeling step is applied for simulation. (1) PCA is used to decompose the correlated multivariate data into the uncorrelated data while ICA decomposes the data into independent components. Here, the autocorrelation structure of the decomposed data is still dominant, which is inherited from the data of the original domain. (2) Each component is resampled by block bootstrapping or K-nearest neighbor. (3) The resampled components bring back to original domain. From using the suggested approach one might expect that a) the simulated data are different with the historical data, b) no data transformation is required (in case of ICA), c) a complex system can be decomposed into independent component and modeled individually. The model with PCA and ICA are compared with the various statistics such as the basic statistics (mean, standard deviation, skewness, autocorrelation), and reservoir-related statistics, kernel density estimate.

• 한국농림기상학회지
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• 제14권4호
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• pp.155-160
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• 2012

이 연구는 1월 일 최저기온의 평균을 이용하여 재현기간별 일 최저기온의 극값을 예측하는 방법을 개발하기 위해서 수행되었다. 전국 61개 기상관서의 1961~2010년의 50년 간의 일 최저기온자료를 이용하여 전체 연구를 수행하였다. 1월의 일 최저기온의 분포는 대부분 정규분포를 나타내고 있어, 이는 평균과 표준편차로부터 일 최저기온을 확률적인 기댓값으로 예측될 수 있었다. 이를 위하여 일 최저기온평균으로부터 일 최저기온의 표준편차의 변이를 추정하는 2차식을 개발하였다. 과거 10, 20, 30, 40, 50년의 재현 기간별로 관측된 일 최저기온의 평균, 표준편차, 극값을 분석하여 재현기간별 극값을 예측할 수 있는 계수를 도입하였고, 이 계수를 재현기간별로 추정할 수 있는 로그함수식도 개발하였다. 이 방법을 이용하여 과거 두 기간의 30년 자료를 이용하여 61개 지점에 대해 검증하였는데 평균 $1.1^{\circ}C$, 최대 $5.3^{\circ}C$의 오차를 가지고 과거 30년 재현기간의 일 최저기온의 극값을 예측할 수 있었다.

• 마이크로전자및패키징학회지
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• 제30권1호
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• pp.71-78
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• 2023

외부로부터 전원이 인가되지 않은 바이폴라 전극의 정량적 고찰을 통해 도금 두께 산포 개선의 가능성을 살펴보고자 하였다. 헐셀은 양극에 대해 기울어진 음극을 가짐으로써, 음극의 각 영역에서 양극에 대한 경로차에 의한 iR drop의 차이로 음극 근처의 전해액에서는 전위 분포가 다르게 되어 한눈에 다양한 반응 과전압에서의 전기화학적 반응성을 평가할 수 있다. 본 연구는 이러한 헐셀의 불균일한 전위분포에 대해 보조 양극이 있는 경우에 바이폴라 특성을 관찰하고자 하였다. 특히 이러한 바이폴라 특성을 활용하여 음극의 불균일 두께 산포를 개선할 수 있는 가능성을 평가하기 위해, 실험 및 시뮬레이션을 통해 검증하였으며, 이를 통해 바이폴라가 형성된 주변의 전위 및 전류밀도 분포를 분석해 보았다. 10 mA/cm² 전류밀도로 75분동안 도금을 진행하여, 평균 두께가 약 16 ㎛로 도금을 진행하였다. 보조 양극을 사용하지 않은 일반 헐셀에서는 두께의 표준 편차가 10 ㎛인 반면에 보조 양극을 사용한 경우에는 3.5 ㎛로 나타났다. 시뮬레이션 계산에서도 8.9 ㎛와 3.3 ㎛로 나타났으며, 비교적 실험결과와 시뮬레이션 결과의 정합성이 높은 것으로 나타났다. 이러한 보조 양극을 통해 외부에서 전원 인가를 하지 않더라도 바이폴라 현상에 의해 두께 산포가 개선될 수 있음을알 수 있었다.

• 한국물환경학회지
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• 제31권4호
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• pp.377-386
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• 2015

The purpose of this research was to suggest the water quality improvement in streams by evaluating the distribution characteristics of organics and ammonia nitrogen discharged by pollution sources from human living. The public sewage treatment plants'(PSTPs) effluents and the waters from streams in Gyeonggi-do were sampled and analyzed. Nitrogenous oxygen demand (NOD) was measured for the stream waters as well as the PSTPs effluents, and the correlations of NOD and $NH_3$-N, $NH_3$-N and water temperature in the PSTPs effluents were confirmed. In the case of the stream waters, the ratios of NOD to BOD and $NH_3$-N increased in the downstream sites after discharging the PSTPs effluents. As a result of statistical analysis of $NH_3$-N concentrations for the national water quality monitoring streams in Gyeonggi-do, $NH_3$-N showed the non-normal distribution which were biased to the left, but showed the considerable level because of higher coefficient of variation. Therefore, it is required to establish the water quality standard for the $NH_3$-N as a new parameter for judging the quality of the streams. In addition, inducing complete nitrification and introducing a logical standard setting system are needed to improve the water quality of streams by identifying distribution of the nitrogen components from PSTPs effluents.

• 대한치과보철학회지
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• 제43권2호
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• pp.191-203
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• 2005

Statement of problem. In Korea, the preliminary impression trays for dental and edentulous maxillae are manufactured on the base of the statistical value of Westerners. There had been less study on the dental and edentulous arches of Koreans. Purpose. The purpose of this study was to evaluate an average dental cast, preliminary impression trays, three-dimensional relation of dental and edentulous maxilla of Koreans Material and methods. The subjects for this study were 173 dental casts of maxilla (dental: 52, edentulous : 146) with ages $18\{\sim}60$ years old. Each of the master casts was measured 69 measuring points on the dental cast or maxilla, and 46 measuring points on the edentulous cast of maxilla with three-dimensional digital measuring machine. Each measuring points were analysed and were overlapped, that three dimensional dental graphic manufactured by CAD/CAM system. Results. 1. A standard of distribution to alveolar bone were width between left and right buccal border lines of the standard 3/4 line. The mean value of dental and edentulous casts were 67.27mm, 63.49mm respectively. 2. Morphological classification of dental casts were divided into three groups or V-shape, O-shape, U-shape, that proportion of distribution were 17%, 16%, 67%, respectively. Dimensional classification of the dental casts were divided into five groups of less than 63mm, 63 up to 65mm, 65 up to 67mm. 67 up to 69mm, more than 69mm, respectively. 3. Morphological classification of edentulous casts were divided into three groups or V-shape, O-shape, U-shape, that proportion of distribution were 18%, 17%, 65%, respectively Dimensional classification of the edentulous casts were divided into five groups of less than 57mm, 57 up to 61mm, 61 up to 65mm, 65 up to 69mm, more than 69mm, respectively. 4. Mean dental and edentulous cast of maxilla were overlapped, the proportion of bone resorption to alveolar bone is higher than that of palatal bone, its difference were higher anterior 2/4 area than posterior 3/4 area. Conclusion. It obtains information of preliminary impression trays for dental and edentulous maxilla of Koreans.