삼중수소의 환경방출에 따른 주민선량 규제모델의 비교

황원태,김은한,한문희,최용호,이한수,이창우,Hwang Won-Tae,Kim Eun-Han,Han Moon-Hee,Choi Yong-Ho,Lee Han-Soo,Lee Chang-Woo 한국방사성폐기물학회 2005 방사성폐기물학회지 Vol.3 No.2

Methodologies of NEWTRIT model, NRC model and AIRDOS-EPA model, which are off-site dose assessment models for regulatory compliance from routine releases of tritium into the environment, were investigated. Using the domestic data, if available, the predictive results of the models were compared. Among them, recently developed NEWTRIT model considers only doses from organically bounded tritium (OBT) due to environmental releases of tritiated water (HTO) . A total dose from all exposure pathways predicted from AIRDOS-EPA model was 1.03 and 2.46 times higher than that from NEWTRIT model and NRC model, respectively. From above result, readers should not have an understanding that a predictive dose from NRC model may be underestimated compared with a realistic dose. It is because of that both mathematical models and corresponding parameter values for regulatory compliance are based on the conservative assumptions. For a dose by food consumption predicted from NEWTRIT model, the contribution of OBT was nearly equivalent to that of HTO due to relatively high consumption of grains in Korean. Although a total dose predicted from NEWTRIT model is similar to that from AIRDOS-EPA model, NEIIfTRIT model may be have a meaning in the understanding of phenomena for the behavior of HTO released into the environment.

높은 A/R의 콘택 산화막 에칭에서 바닥모양 변형 개선에 관한 연구

황원태,김길호,Hwang, Won-Tae,Kim, Gli-Ho 한국전기전자재료학회 2005 전기전자재료학회논문지 Vol.18 No.5

The etching technology of the high aspect ratio contact(HARC) is necessary at the critical contact processes of semiconductor devices. Etching the $SiO_{2}$ contact hole with the sub-micron design rule in manufacturing VLSI devices, the unexpected phenomenon of 'profile tilting' or 'bottom distortion' is often observed. This makes a short circuit between neighboring contact holes, which causes to drop seriously the device yield. As the aspect ratio of contact holes increases, the high C/F ratio gases, $C_{4}F_{6}$, $C_{4}F_{8}$ and $C_{5}F_{8}$, become widely used in order to minimize the mask layer loss during the etching process. These gases provide abundant fluorocarbon polymer as well as high selectivity to the mask layer, and the polymer with high sticking yield accumulates at the top-wall of the contact hole. During the etch process, many electrons are accumulated around the asymmetric hole mouth to distort the electric field, and this distorts the ion trajectory arriving at the hole bottom. These ions with the distorted trajectory induce the deformation of the hole bottom, which is called 'profile tilting' or 'bottom distortion'. To prevent this phenomenon, three methods are suggested here. 1) Using lower C/F ratio gases, $CF_{4}$ or $C_{3}F_{8}$, the amount of the Polymer at the hole mouth is reduced to minimize the asymmetry of the hole top. 2) The number of the neighboring holes with equal distance is maximized to get the more symmetry of the oxygen distribution around the hole. 3) The dual frequency plasma source is used to release the excessive charge build-up at the hole mouth. From the suggested methods, we have obtained the nearly circular hole bottom, which Implies that the ion trajectory Incident on the hole bottom is symmetry.

Improved Association Rule Mining by Modified Trimming

황원태,김동승,Hwang, Won-Tae,Kim, Dong-Seung The Institute of Electronics and Information Engin 2008 電子工學會論文誌-CI (Computer and Information) Vol.48 No.2

This paper presents a new association mining algorithm that uses two phase sampling for shortening the execution time at the cost of precision of the mining result. Previous FAST(Finding Association by Sampling Technique) algorithm has the weakness in that it only considered the frequent 1-itemsets in trimming/growing, thus, it did not have ways of considering mulit-itemsets including 2-itemsets. The new algorithm reflects the multi-itemsets in sampling transactions. It improves the mining results by adjusting the counts of both missing itemsets and false itemsets. Experimentally, on a representative synthetic database, the algorithm produces a sampled subset of results with an increased accuracy in terms of the 2-itemsets while it maintains the same 1uality of the data set. 본 논문은 2단 샘플링을 통해 정확도는 줄지만 신속하게 연관규칙을 추출하는 새로운 마이닝 알고리즘을 제안한다. 직전 연구인 FAST(Finding Association by Sampling Technique) 기법은 빈발1항목만 최적샘플 형성과정에 적용하여 빈발2항목 및 그이상의 빈발항목을 샘플 추출에 반영하지 못하였다. 이 논문은 그러한 약점을 보완하여 트리밍 과정에서 손실항목과 오류항목의 비중을 동시에 고려하여 다수 빈발항목에 대한 마이닝의 정확성을 높였다. 대표적인 데이터 세트를 써서 실험한 결과 이전연구와 비교해서 동일한 품질하에서 새 알고리즘의 정확도가 향상됨을 확인하였다.

오염 음식물에 의한 피폭선량 평가모델 (U. S. NRC 모델)의 입력변수에 대한 민감도분석

황원태,서경석,김은한,최영길,한문희,Hwang, Won-Tae,Suh, Kyung-Suk,Kim, Eun-Han,Choi, Young-Gil,Han, Moon-Hee 대한방사선방어학회 2000 방사선방어학회지 Vol.25 No.4

원자력 시설의 정상 운영중 오염 음식물 섭취에 의한 피폭선량 평가모델 (미국 원자력규제위원회의 규제지침 1.109 모델)의 입력변수에 대한 민감도 분석을 3가지 음식물 (쌀, 엽채류, 우유)과 2가지 핵종 $(^{137}Cs,\;^{131}I)$에 대해 수행하였다. 입력변수 값의 표본추출은 Monte Ca린o 방법에 근거한 Latin hypercube sampling 기법을 사용하였다. 모델 예측결과에 대한 입력변수의 영향력 또는 중요도를 나타내는 민감도지수는 partial rank correlation coefficient 의해 정량적으로 나타냈다. 평가결과, 고려된 음식물과 핵종에 대해 농작물의 수율에 대한 차단계수의 비와 음식물의 소비율은 중요한 입력 변수로 나타났다. 그외 우유의 경우 사료에서 우유로의 전달계수와 젖소의 사료 섭취율도 한 중요한 입력변수로 나타났다. $^{137}Cs$ 침적의 경우에는 기후에 의한 핵종의 제거 반감기가, $^{131}I$ 침적의 경우에는 생산에서 소비까지의 지연시간이 상대적으로 중요한 입력변수였다. The sensitivity analysis of input parameters was Performed fer an ingestion dose assessment model (U. S. NRC's Regulatory Guide 1.109 model) from routine releases of radionuclides. In this study, three kinds of typical Korean foodstuffs (rice, leaff vegetables, milk) and two kinds of radionuclides $(^{l37}Cs,\;^{131}I)$ were considered. The values of input parameters were sampled using a Latin hypercube sampling technique based on Monte Carlo approach. Sensitivity indices, which represent the influence or the importance of input parameters for predictive results, were quantitatively expressed by the partial rank correlation coefficients. As the results, the ratio of the interception fraction to the yield of agricultural plants and the human consumption rate were sensitive input parameters for the considered foodstuffs and radionuclides. Additionally, in case of milk, the transfer factor of radionuclides from animal intake to milk and the daily intake rate of feedstuffs were sensitive input parameters. The weathering removal half-life and the delay time from food production to human consumption were relatively sensitive for $^{137}Cs$ and $^{131}I$ depositions, respectively.

도시환경에서 방사성물질의 오염평가 모델개발

황원태,김은한,정효준,서경석,한문희,Hwang, Won-Tae,Kim, Eun-Han,Jeong, Hyo-Joon,Suh, Kyung-Suk,Han, Moon-Hee 대한방사선방어학회 2005 방사선방어학회지 Vol.30 No.3

A model for evaluating radioactive contamination in the urban environment, named METRO-K, was developed as a basic step for accident consequence analysis in case of an accidental release. The three kind of radionuclides $(^{137}Cs,\;^{106}Ru,\;^{131}I)$ and the different chemical forms of iodine (particulate, organic and elemental forms) are considered in the model. The radioactive concentrations are evaluated for the five types of surface (roof, paved road, wall, lawn/soil, tree) as a function of time. Using the model, the contaminative impacts of the surfaces were intensively investigated with respect to with and without precipitation during the measurement periods of radionuclides in air. In addition, a practical application study was conducted using $^{137}Cs$ concentration in air and precipitation measured in an European country at the Chernobyl accident. As a result precipitation was an influential factor in surface contamination. The degree of contamination was strongly dependent on the types of radionuclide and surface. Precipitation was more influential in contamination of $^{137}Cs$ than that of $^{131}I$ (elemental form). 원자력 시설의 사고로 대기로 누출된 방사성 핵종의 도시환경 오염에 따른 사고결과해석을 위한 기본 단계로써 도시환경에 대한 오염평가 모델 METRO-K를 개발하였다. 모델은 3가지 방사성 핵종 $(^{137}Cs,\;^{106}Ru,\;^{131}I)$을 고려하며, 그 중에서 요오드는 3가지 다른 화학적 형태 (입자형태, 유기형태, 원소형태)를 구분하여 다루고 있다. 모델은 도시환경을 구성하는 5가지 주요표면 (지붕, 포장도로, 벽, 잔디/토양, 나무)에 대해 시간에 따른 방사성물질의 농도를 평가한다. 개발된 모델을 사용하여 강우량에 따른 표면의 오염영향과 아울러 체르노빌 사고시 유럽지역에서 측정된 공기중 $^{137}Cs$ 농도와 강우량 자료를 사용한 적용결과를 고찰하였다. 고찰결과 대부분 표면에서 강우량은 오염에 중요한 영향을 나타냈으며, 이러한 영향의 정도는 표면과 핵종에 따라 상이한 결과를 보였다. $^{137}Cs$의 오염은 $^{131}I$ (원소형태)에 비해 강우에 보다 민감한 영향을 나타냈다.

한국 다목적 연구용 원자로의 냉각탑 가동으로 인한 안개 및 무빙발생의 예측

황원태(Won Tae Hwang),김은한(Eun Han Kim),김병우(Byung Woo Kim) 大韓環境工學會 1994 대한환경공학회지 Vol.16 No.6

대덕부지 토양내 오염물 이동 해석

서경석,김은한,황원태,정효준,한문희,이창우,Suh, Kyung-Suk,Kim, Eun-Han,Hwang, Won-Tae,Jeong, Hyo-Joon,Han, Moon-Hee,Lee, Chang-Woo 대한방사선방어학회 2003 방사선방어학회지 Vol.28 No.3

대덕 원자력시설 주변 지표 토양 환경내 오염물 거동 해석을 위하여 지하수 유동 및 오염물 이동 수치모델을 수립하였다. 수립된 모델을 이용하여 대덕 원자력시설 주변의 지하수 흐름체계를 해석하고 U-234에 대한 농도분포를 계산하였다. 산정 결과 지하수는 부지내 하나로를 중심으로 동쪽 및 동남 방향으로의 흐름이 나타났고, 지표 토양내로 유입된 방사성 물질은 지하수 유동에 의해 같은 방향으로 이동되었다. 대덕 원자력시설로부터 지표로 침적된 방사성 물질의 농도분포를 산정한 바 환경에 미치는 영향은 거의 없는 것으로 나타났다. The groundwater flow and contaminant transport numerical models have been established for analyzing the movements of pollutants in subsurface soil at Daeduk site. The groundwater flow and concentration of U-234 using the numerical models were simulated around Daeduk nuclear facilities. The computed groundwater flow was mainly advected toward the direction of east and southeast around HANARO in the site. The radioactive material entered into the subsurface soil was transported along the same direction with groundwater flow. The radioactive material deposited on the surface from the calculated concentration distributions was not affected by surrounding environment of the site.

온도 및 습도의 단기 예측에 있어서 역전파 알고리즘의 적용

정효준 ( Jeong Hyo Jun ),황원태 ( Hwang Won Tae ),서경석 ( Seo Gyeong Seog ),김은한 ( Kim Eun Han ),한문희 ( Han Mun Hui ) 한국환경영향평가학회 2003 환경영향평가 Vol.12 No.4

Temperature and humidity forecasting have been performed using artificial neural networks model(ANN). We composed ANN with multi-layer perceptron which is 2 input layers, 2 hidden layers and 1 output layer. Back propagation algorithm was used to train the ANN. 6 nodes and 12 nodes in the middle layers were appropriate to the temperature model for training. And 9 nodes and 6 nodes were also appropriate to the humidity model respectively. 90% of the all data was used learning set, and the extra 10% was used to model verification. In the case of temperature, average temperature before 15 minute and humidity at present constituted input layer, and temperature at present constituted out-layer and humidity model was vice versa. The sensitivity analysis revealed that previous value data contributed to forecasting target value than the other variable. Temperature was pseudo-linearly related to the previous 15 minute average value. We confirmed that ANN with multi-layer perceptron could support pollutant dispersion model by computing meterological data at real time.

방사능 확산 검증을 위한 악기상 조건에서의 추적자 야외확산 실증실험

한문희,김은한,정효준,정해선,박미선,황원태,Han, Moon Hee,Kim, Eun Han,Jeong, Hyo Joon,Jeong, Hae Sun,Park, Mi Sun,Hwang, Won Tae 대한방사선방어학회 2013 방사선방어학회지 Vol.38 No.4

The suitability of the site criteria is a basic requirement for securing safety of nuclear power plants. The suitability should be confirmed through the estimation of environmental radiation effects at the exclusion area boundary under the severe weather conditions. In this study, field tracer experiments over short range of 1 km radius under severe weather conditions were conducted at flat area in Daejeon. Severe weather conditions are represented with stable atmospheric condition and low wind speed. In general, the condition is appeared at clean night time with weak wind. The analysis of the measured distribution of the released tracer gas shows two big differences between the results of the past experiments conducted under the favorable weather conditions. One is the difficulty of finding the typical distribution of the released tracer gas with peak concentration in the downwind direction. The other one is the appearance of the contour of the concentration of tracer gas at several hundred meters even though the gas released at 10 m height over the ground. 원전의 안전성분석보고서에는 운영기간중 만일의 사고에 따른 방사선안전성 확보를 위해 부지의 적합성 평가가 요구된다. 부지 적합성은 극히 보수적인 가정을 적용하여 제한구역경계에서 방사선 피폭영향을 평가하여 판단하게 된다. 이들 평가는 방사선영향평가 모델을 보수적인 기상조건 등에 적용하여 수행된다. 본 연구에서는 보수적인 평가 결과의 타당성 검증을 목적으로 확산에 양호하지 못한 악기상 조건에서 추적자확산실험을 실시하였다. 원전부지 실험에 앞서 대전시 인근 유성구 학하리 평지에서 추적자 확산실험을 실시하였다. 확산실험의 분석결과 기존의 확산조건이 좋은 경우의 실험결과와 비교할 때 크게 두 가지 큰 차이를 발견할 수 있었다. 하나는 풍속이 매우 낮고 풍향의 변화가 심해 주 풍하 방향에서 나타나는 최대 농도를 찾기 어렵다는 것이고, 다른 하나는 대기가 매우 안정하여 지상 10 m 낮은 높이에서의 방출임에도 불구하고 방출점에서 수 백 m 떨어진 지점에서 처음으로 상대적으로 높은 농도 분포가 나타나는 경우가 있다는 것이다.

대덕부지 원자력관련시설 운영에 따른 주민피폭선량 현황분석

정해선,김은한,정효준,한문희,박미선,황원태,Jeong, Hae Sun,Kim, Eun Han,Jeong, Hyo Joon,Han, Moon Hee,Park, Mi Sun,Hwang, Won Tae 대한방사선방어학회 2014 방사선방어학회지 Vol.39 No.1

본 연구에서는 대덕 원자력부지에 위치한 원자력관계시설들에 의한 방사선환경의 안전성을 확인하기 위해, 기체상 및 액체상 유출물에 의한 주민선량평가를 수행하였다. 이를 위해 2010년부터 2012년까지의 3년간 대덕부지의 기상자료 및 환경으로 방출된 선원항 자료를 기반으로 하여 개인 최대피폭선량을 평가, 분석하였다. 기체상 유출물의 대기확산 인자 및 침적인자는 XOQDOQ 전산코드를 이용하여 계산하였다. 기체상과 액체상 방사성물질의 방출에 의한 최대개인선량(이하 개인선량)계산은 각각 ENDOS-G와 ENDOS-L 코드를 사용하였고, 원자력안전위원회 고시 제 2012-29에 제시된 부지당 연간기준치와 비교하였다. 최대피폭지점에서의 개인의 유효선량과 갑상선선량을 계산하였고, 이에 대한 피폭영향에 미치는 기여도를 분석하였다. 그 결과, 최대 피폭연령군은 소아로 평가되었으며 하나로 운영에 의한 영향이 90% 이상 지배적인 것으로 나타났다. 또한 기체상유출물에 의한 주요피폭경로는 섭취와 호흡에 의한 것이며, 유효선량에는 삼중수소가, 갑상선 등가선량에는 방사성옥소가 가장 영향을 많이 미치는 것으로 분석되었다. 선량평가시 기체상유출물이 90% 이상 기여하였고 액체상유출물에 의한 기여도는 상대적으로 낮은 것으로 나타났다. 결과적으로, 대덕부지의 원자력관계시설들에 의한 부지 내 개인선량은 최대 기준치의 3% 이내로 평가되어 환경에 미치는 영향이 매우 적은 것으로 확인되었다. This paper describes the results of assessment of radiological dose resulting from operation of the Daedeok nuclear facilities including the HANARO research reactor, which has been performed to assure whether or not to comply with the regulation standards of the radioactive effluents releases. Based on the meteorological data and the radiation source term, the maximum individual doses were evaluated from 2010 to 2012. The atmospheric dispersion and the deposition factors of gaseous effluents were calculated using the XOQDOQ computer code. ENDOS-G and ENDOS-L code systems were also used for maximum individual dose calculation from gaseous and liquid effluents, respectively. The results were compared with the regulation standards for the radioactive effluents presented by the Nuclear Safety and Security Commission (NSSC). The effective doses and the thyroid doses of the maximum individual were calculated at the maximum exposed point in the Daedeok site, and contributions of exposure pathways to the radiological doses resulting from gaseous and liquid radioactive effluents were evaluated at each facility of the Daedeok site. As a result, the maximum exposed age was analysed to be the child group, and the operation of HANARO research reactor had a major effect more than 90% on the individual doses. The main exposure pathways for gaseous radioactive effluent were from ingestion and inhalation. The effective doses and the thyroid doses were considerably influenced by tritium and iodine, respectively. The gaseous radioactive effluents contributed more than 90% on the total doses, whereas the contributions of the liquid radioactive effluents were relatively low. Consequently, the maximum individual dose due to radioactive effluents from the nuclear facilities within the Daedeok site were less than 3% of the regulation standard over 3 years; therefore, it can be concluded that radioactive effluents from the nuclear facilities were well managed, with the radiation-induced health detriment for residents around the site being negligible.