• 한국수자원학회논문집
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• 제46권10호
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• pp.969-976
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• 2013

수돗물의 공급과정에서 발생되는 상수관망의 누수는 소중한 수자원의 손실, 공급에너지의 추가적인 소요 등 사회경제적인 손실을 초래한다. 본 연구에서는 관로 상에 설치되어 실시간으로 계측되는 유량자료를 이용하여 누수를 감시하는 모형을 적응 칼만필터 기법을 이용하여 제시하였다. 제안된 누수감시 알고리즘에서는 수돗물 사용량의 시간적 변화와 요일적 변동을 고려함으로써 예측의 신뢰도를 향상시키는 방안을 제시하였다. 또한 기존의 칼만필터 기법에 혁신과정을 추가하여 잡음의 공분산에 대한 자동보정을 통하여 예측의 정확도를 개선하였다. 개발된 모형은 사인형태의 가상 유량자료에 대한 모의실험을 통하여 적응 칼만필터 기법의 예측정확도를 기존의 칼만필터 기법과 비교하였으며, JE시의 2개소 블록유량자료에 대한 현장 적용성 평가를 실시하였다. 본 연구의 결과는 관로의 파열에 의한 누수 및 비정상적인 용수사용량에 대한 감시를 통하여 상수관망의 효율적인 운영관리에 적용될 수 있을 것으로 기대된다.

• 상하수도학회지
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• 제20권6호
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• pp.799-811
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• 2006

As an alternative measure to replace reactive stance with proactive one, a risk based management scheme has been commonly applied to enhance public satisfaction on water service by providing a higher creditable solution to handle a rehabilitation problem of pipe having high potential risk of leaks. This study intended to examine the feasibility of a simulation model to predict a recurrence probability of pipe leaks. As a branch of the data mining technique, probabilistic neural network (PNN) algorithm was applied to infer the extent of leaking recurrence probability of water network. PNN model could classify the leaking level of each unit segment of the pipe network. Pipe material, diameter, C value, road width, pressure, installation age as input variable and 5 classes by pipe leaking probability as output variable were built in PNN model. The study results indicated that it is important to pay higher attention to the pipe segment with the leak record. By increase the hydraulic pipe pressure to meet the required water demand from each node, simulation results indicated that about 6.9% of total number of pipe would additionally be classified into higher class of recurrence risk than present as the reference year. Consequently, it was convinced that the application of PNN model incorporated with a data base management system of pipe network to manage municipal water distribution network could make a promise to enhance the management efficiency by providing the essential knowledge for decision making rehabilitation of network.

• 한국환경과학회지
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• 제21권8호
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• pp.901-907
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• 2012

The objective of this study was to evaluate bacteria removal ability of the metallic silver which was baked silver ion impregnated ceramic filter at heating condition. Silver leaking from baked ceramic filter was tested to sustain bacteria removal for a long time. Silver impregnated ceramic filter could remove E. coli completely at $10^{12}$ MPN/100ml to $10^{13}$ MPN/100ml of influent. However, ceramic filter without silver did not remove E. coli completely under the same condition. After baking, the silver impregnated ceramic filter almost didn't leak out the silver ion from filter. Photo of TEM (Transmission Electron Microscopy) showed that absorbed silver ions remained in ceramic filter after baking process and most of silver were less than 10 nm. According to the increase in the amount of silver in the ceramic filter, removal efficiencies of E. coli were increased but turbidity removal was decreased. It can be accounted that increased removal efficiency of E. coli was from disinfection of silver that is in the ceramic filter. Simulated concentrations of bacteria agree well with the observed experimental effluent concentration data. Moreover, first-order decay coefficients increased to 0.0034/min after silver was added in the ceramic filter. Increase of first-order decay coefficient proves that silver-added ceramic filter can remove bacteria easily.

• 비파괴검사학회지
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• 제23권5호
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• pp.520-525
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• 2003

Fast Breeder Test Reactor (FBTR) is a 40MW (thermal) / 13.2MW (electrical), Plutonium - Uranium mixed carbide fuelled, sodium cooled, loop type nuclear reactor operating at Indira Gandhi Centre for Atomic Research (IGCAR), Kalpakkam. Its main aim is to generate experience in operation of fast reactors and sodium systems and to serve as an irradiation facility for development of fuels and structural materials fur fast reactors. Nuclear reactors pose difficulties to the NDT techniques used to monitor the conditions of the internal components. Sodium cooled fast breeder reactors have their own typical difficulties in using the NDT techniques. These are due to the need for operation in aggressive environment of nuclear radiation and sodium (molten/vapour), as well as the need to maintain leak tightness of a very high order during all states of reactor operation and shutdown for fuel handling, maintenance and remote inspection. This paper discusses the following NDT techniques, which have been successfully used for the past 15 years in FBTR: (i) Periscope and Projector, (ii) Core Co-ordinate Measuring Device and, (iii) Optical fiberscope. The inspection using these techniques have given confidence for further reactor operation at high power by giving useful data on the conditions of the components inside the reactor vessel.

• 대한기계학회논문집A
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• 제26권6호
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• pp.1099-1106
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• 2002

This paper provides engineering J-integral and crack opening displacement (COD) estimation equations for circumferential through-wall cracked pipes under internal pressure and under combined internal pressure and bending. Based on selected 3-D finite element calculations for the circumferential through-wall cracked pipes under internal pressure using the idealized power law materials, the elastic and plastic influence functions for fully plastic J-integral and COD solutions are found as a function of the normalized crack length and the mean radius-to-thickness ratio. These developed GE/EPRI-type solutions are then re-formulated based on the enhanced reference stress method. Such re-formulation not only provides simpler equations for J-integral and COD estimations, but also can be easily extended to combined internal pressure and bending. The proposed equations are compared with elastic-plastic finite element results using actual stress-strain data, which shows overall excellent agreement.

• 한국통계학회:학술대회논문집
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• 한국통계학회 2004년도 학술발표논문집
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• pp.195-198
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• 2004

One Important problem in a cancer microarray study is to identify a set of genes from which a molecular prognostic indicator can be developed. In parallel with this problem is to validate the chosen set of genes. We develop in this note a K-fold cross validation procedure by combining a 'pre-validation' technique and a bootstrap resampling procedure in the Cox regression . The pre-validation technique predicts the microarray predictor of a case without having seen the true class level of the case. It was suggested by Tibshirani and Efron (2002) to avoid the possible over-fitting in the regression in which a microarray based predictor is employed. The bootstrap resampling procedure for the Cox regression was proposed by Sauerbrei and Schumacher (1992) as a means of overcoming the instability of a stepwise selection procedure. We apply this K-fold cross validation to the microarray data of 92 gastric cancers of which the experiment was conducted at Cancer Metastasis Research Center, Yonsei University. We also share some of our experience on the 'false positive' result due to the information leak.

• 대한기계학회논문집A
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• 제21권11호
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• pp.1796-1808
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• 1997

In order to perform leak-before-break design of nuclear piping systems and integrity evaluation of reactor vessels, full stress-strain curves and fracture resistance(J-R) curves are required. However it is time-consuming and expensive to obtain J-R curves experimentally. To resolve these problems, three different methods for predicting J-R curves from tensile data were proposed by the authors previously. The objective of this paper is to develop a computer program based on those J-R curve prediction methods. The program consists of two major parts ; the main program part for the J-R curve prediction and the database part. Several case studies were performed to verify the program, and it was shown that the predicted results were, in general, in good agreement with the experimental ones.

• 한국정보통신학회논문지
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• 제14권9호
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• pp.2040-2048
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• 2010

현대 사회에서는 정보 시스템을 이용한 업무의 편의성과 효율성은 높아지고 있지만, 네트워크의 발달로 인한 악성코드, 시스템 해킹, 내부자 정보유출 등의 역기능이 날로 대두되고 있다. 이로 인하여 시스템의 복구와 관리에 막대한 인력과 비용이 소요되고 있다. 기존의 시스템은 두 가지 측면에서 바이러스, 악성코드를 감시하고 치료하는 보안 솔루션과 컴퓨터의 시스템감시, 관리, 복구, 백업 등 유지보수를 하는 네트워크 관리 솔루션으로 나눌 수 있다. 본 논문에서는 Active Write Filter 메커니즘, NFS기반의 기술을 응용하여 기존 시스템의 사용자 데이터 등의 보전문제점을 보완하여 정보보호 및 불법 저작물 등 지적재산권의 문제 해결이 가능한 시스템을 설계하였다.

• 대한기계학회논문집A
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• 제36권10호
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• pp.1249-1254
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• 2012

원자력발전소의 배관에 대하여 행하는 검사는 배관의 구조건전성에 큰 영향을 미친다. 그러나 검사에는 많은 인력과 비용이 소요되므로 검사의 영향을 평가하여 최적의 검사주기와 검사품질을 결정하는 것이 중요하다. 본 논문에서는 원자력발전소 배관의 파손확률을 평가할 수 있도록 개발된 P-PIE 프로그램을 사용하여 검사의 유무, 검사주기 및 검사품질 등이 배관의 파손확률에 미치는 영향을 살펴보았다. 국내 원전의 배관 데이터를 사용하여 해석하였으며, 피로 및 부식에 의한 균열성장을 고려하였다.

• 천문학회보
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• 제35권1호
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• pp.54.2-54.2
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• 2010

The most massive galactic globular cluster, $\omega$ Cen has been observed using recently mounted WFC3/UVIS cameras of Hubble Space Telescope at both near-UV and optical bands. We present the photometry of stars in the central region of $\omega$ Cen in F225W, F275W and F336W bands. The near-UV color-magnitude diagrams and color-color diagrams of stars in $\omega$ Cen show multiple red giant branches and main sequences as already discovered in both ground-based and HST/ACS observations in the optical bands. We modelled the stellar populations of $\omega$ Cen using Yonsei Isochrone, where $\alpha$-particles and helium enhancement processes have been included properly. We compare the best-fit stellar populations obtained from the current near-UV observations to the suggested stellar population models based on optical band data. We also discuss the methodological issues arising when dealing with the near-UV observations; red-leak in near-UV filters and the huge interstellar extinction in near-UV bands compared to the optical bands and its non-linear effect in color-magnitude diagrams.