• Nuclear Engineering and Technology
• /
• 제55권12호
• /
• pp.4543-4553
• /
• 2023

The dose from a possible accident at a microwave-based spent resin mixture treatment facility that was to be installed and operated at the Wolsong nuclear power plant was analyzed to evaluate the radiological safety prior to its installation and operation. The dose to which workers and nearby residents are likely to be exposed was calculated based on the atmospheric dispersion and deposition factors using the XOQDOQ code. The highest atmospheric dispersion factors were 1.349E-05 s/m³ (workers) and 1.534E-06 s/m³ (residents). The highest doses due to emissions from the mock-up tank before operation were 1.91E-06 mSv (workers) and 1.78E-07 mSv (residents). Even after 3 h of operation, emissions from the mock-up tank had the greatest impact ranging from 4.63E-08 to 1.24E-06 mSv (workers) and 2.74E-10 to 1.16E-07 mSv (residents), respectively. The doses were 7.09E-09-4.55E-07 mSv and 4.18E-11-4.25E-08 mSv at 4-5 h of operation, and the maximum doses after operation reached 5.69E-07 mSv and 5.31E-08 mSv for the workers and residents, respectively. Even at the exclusion area boundary (EAB), 4.76E-08-9.51E-07 mSv (annual dose:9.52E-05–1.90E-03 mSv/y) was below the dose limit of the EAB, and the safety of the facility installation inside the NPP was confirmed.

• Nuclear Engineering and Technology
• /
• 제51권7호
• /
• pp.1758-1764
• /
• 2019

As the safety level of nuclear power plants (NPPs) relates to the safety of individuals, society, and the environment, it is important to establish NPP safety goals. In Korea, two quantitative health objectives and one large release frequency (LRF) criterion were formally set as quantitative safety goals for NPPs by the Nuclear Safety and Security Commission in 2016. The risks of prompt and cancer fatalities from NPPs should be less than 0.1% of the overall risk, and the frequency of nuclear accidents releasing more than 100 TBq of Cs-137 should not exceed 1E-06 per reactor year. This paper reviews the hierarchical structure of safety goals in Korea, its relationship with those of other countries, and the relationships among safety goals and subsidiary criteria like core damage frequency and large early release frequency. By analyzing the effect of the release of 100 TBq of Cs-137 via consequence analysis codes in eight different accident scenarios, it was shown that meeting the LRF criterion results in negligible prompt fatalities in the surrounding area. Hence, the LRF criterion dominates the safety goals for Korean NPPs. Safety goals must be consistent with national policy, international standards, and the goals of other counties.

• 시스템엔지니어링학술지
• /
• 제19권2호
• /
• pp.18-31
• /
• 2023

Exploring artificial intelligence and machine learning for nuclear safety has witnessed increased interest in recent years. To contribute to this area of research, a machine learning model capable of accurately predicting nuclear power plant response with minimal computational cost is proposed. To develop a robust machine learning model, the Best Estimate Plus Uncertainty (BEPU) approach was used to generate a database to train three models and select the best of the three. The BEPU analysis was performed by coupling Dakota platform with the best estimate thermal hydraulics code RELAP/SCDAPSIM/MOD 3.4. The Code Scaling Applicability and Uncertainty approach was adopted, along with Wilks' theorem to obtain a statistically representative sample that satisfies the USNRC 95/95 rule with 95% probability and 95% confidence level. The generated database was used to train three models based on Recurrent Neural Networks; specifically, Long Short-Term Memory, Gated Recurrent Unit, and a hybrid model with Long Short-Term Memory coupled to Convolutional Neural Network. In this paper, the System Engineering approach was utilized to identify requirements, stakeholders, and functional and physical architecture to develop this project and ensure success in verification and validation activities necessary to ensure the efficient development of ML meta-models capable of predicting of the nuclear power plant response.

• 대한인간공학회지
• /
• 제30권1호
• /
• pp.99-108
• /
• 2011

Almost all companies have paid much attention to the safety management ranging from maintenance to operation even at the stage of designing in order to prevent accidents, but fatal accidents continue to increase throughout the world. In particular, it is essential to systematically prevent such fatal accidents as fire, explosion or leakage of toxic gas at factories in order to not only protect the workers and neighbors but also prevent economic losses and environmental pollution. Though it is well known that accident probability is very low in NPP(Nuclear Power Plants), the reason why many researches are still being performed about the accidents is the results may be so severe. HRA is the main process to make preparation for possibility of human error in designing of the NPP. But those techniques have some problems and limitation as follows; the evaluation sensitivity of those techniques are out of date. And the evaluation of human error is not coupled with the design process. Additionally, the scope of the human error which has to be included in reliability assessment should be expanded. This work focuses on the coincidence of human error and mechanical failure for some important performance shaping factors to propose a method for improving safety effectively of the process industries. In order to apply in these purposes into the thesis, I found 63 critical Performance Shaping Factors of the eight dimensions throughout studies that I executed earlier. In this study, various analysis of opinion of specialists(Personal Factors, Training, Knowledge or Experience, Procedures and Documentation, Information, Communications, HMI, Workplace Design, Quality of Environment, Team Factors) and the guideline for construction of PSF were accomplished. The selected method was AHP which simplifies objective conclusions by maintaining consistency. This research focused on the implementation process of PSF to evaluate the process of PSF at each phase. As a result, we propose an evaluation model of PSF as a tool to find critical problem at each phase and improve on how to resolve the problems found at each phase. This evaluation model makes it possible to extraction of PSF succesfully by presenting the basis of assessment which will be used by enterprises to minimize the trial and error of construction process of PSF.

• 정보보호학회논문지
• /
• 제29권5호
• /
• pp.1077-1088
• /
• 2019

원자력 발전소의 사이버위협이 현실화되면서 국제사회 및 국내에서는 사이버보안 규제지침 마련을 통해 필수디지털자산에 대한 적절한 보안조치를 적용하도록 요구하고 있다. 그러나 각 필수디지털자산에 대해 일괄적으로 동일한 사이버 보안조치 적용에 대해 규제 대상 내에서도 원전의 비상정지를 일으키고, 노심 손상을 유발할 수 있는 사고와 직접적으로 관련된 디지털자산에 단계적 접근방식을 적용한 규제 효과성 제고가 필요하다. 이에 본 연구에서는 원전 사고와 직접 관련된 디지털자산에 대하여 단계적 접근방식의 규제요건 개발을 위한 보안조치 적용 방안을 제시하였다. 단계적 접근방식의 기본적 고려사항인 규제 대상 설비의 침해영향도(Consequence)를 기반으로 한 규제 요건 적용을 위해 기존의 필수디지털자산에 요구되고 있는 보안조치를 보다 강화하거나 추가적인 보안조치를 개발하여 원전 사고와 직접 관련된 디지털자산에 요구하는 방식과 기존의 보안조치를 재분석하여 원전 사고와 직접 관련되지 않는 필수디지털자산에 대해서는 최소한의 보안조치를 요구하는 방식으로 크게 나누고 각 방안 별 세부적 사항을 기술하였다.

• Nuclear Engineering and Technology
• /
• 제46권4호
• /
• pp.557-568
• /
• 2014

This paper presents the results of an analysis of wind characteristics and atmosphere dispersion modeling that are based on computational simulation and part of a preliminary study evaluating environmental radiation monitoring system (ERMS) positions within the Barakah nuclear power plant (BNPP). The return period of extreme wind speed was estimated using the Weibull distribution over the life time of the BNPP. In the annual meteorological modeling, the winds from the north and west accounted for more than 90 % of the wind directions. Seasonal effects were not represented. However, a discrepancy in the tendency between daytime and nighttime was observed. Six variations of cesium-137 ($^{137}Cs$) dispersion test were simulated under severe accident condition. The $^{137}Cs$ dispersion was strongly influenced by the direction and speed of the main wind. A virtual receptor was set and calculated for observation of the $^{137}Cs$ movement and accumulation. The results of the surface roughness effect demonstrated that the deposition of $^{137}Cs$ was affected by surface condition. The results of these studies offer useful information for developing environmental radiation monitoring systems (ERMSs) for the BNPP and can be used to assess the environmental effects of new nuclear power plant.

• 에너지공학
• /
• 제13권1호
• /
• pp.51-59
• /
• 2004

국내에 설치 운영중인 원전 훈련용 시뮬레이터의 핵 증기공급 계통 열수력 프로그램은 1980련 전후에 외국 벤더들이 개발하여 공급한 것으로 이들 열수력 프로그램은 핵 증기공급 계통 열수력 현상을 실시간으로 모의하기 위해 과도하게 단순화된 모델을 채택하고 있다. 그 결과 원자로 냉각계통에 복잡한 이상유동이 발생하는 사고를 모의하는 경우 정확도가 떨어질 수 있어 부정적인 훈련(Negative training)을 초래할 가능성이 있다. 이와같은 문제를 해결하기 위해 전력연구원에서는 RETRAN-3D코드를 기본으로 시뮬레이터용 핵 증기공급 계통 열수력 프로그램 ARTS코드를 개발하였다. RETRAN-3D코드를 기본으로 하는 ARTS코드는 거의 대부분의 사고를 실시간으로 모의할 수 있으며 계산의 건전성도 보장된다. 그러나, 대형냉각재 상실사고나 저압 저유속 상태의 장기 과도현상 등을 모의하는 경우에 발생하는 계산실패나 실시간 계산 지체등의 가능성이 있다. 이 경우 이를 자동으로 대체 보완할 수 있는 보조계산체계를 개발했다. 특히, ARTS코드의 실시간 계산 및 건전성 문제가 예상되는 대형냉각재 상실사고를 주모의 대상으로 간주했다. 계산 결과는 코드의 정확도, 실시간 계산능력, 건전성 및 운전원 교육등에서 최종안정성평가보고서 및 ANSI/ANS-3.5-1998$^{[1]}$ 시뮬레이터 소프트웨어 기준을 만족하는 것으로 평가되었다

• Journal of Radiation Protection and Research
• /
• 제40권4호
• /
• pp.223-230
• /
• 2015

공공수역 내 방사성물질 분포특성 파악을 위하여 춘천시 의암호 퇴적물 내 인공방사성핵종인 $^{134}Cs$, $^{137}Cs$, $^{239+240}Pu$과 자연방사성동위원소인 $^{210}Pb$을 분석하였고, 퇴적물 내 유기물의 특성을 파악하기 위하여 총 유기탄소(total organic carbon, TOC)를 분석하였다. 의암호 퇴적물 내 $^{134}Cs$ 농도는 4지점 모두 minimum detectable activity(MDA) 미만으로 나타났으며, $^{137}Cs$ 농도는 $MDA{\sim}8.79Bq{\cdot}kg^{-1}-dry$으로 나타났다. 표층 내 $^{137}Cs$의 농도는 $2.4{\sim}4.2Bq{\cdot}kg^{-1}-dry$의 범위를 나타냈고, St. 4에서 최소값, St. 3에서 최대값을 보였다. 의암호 퇴적물 내 $^{239+240}Pu$ 농도는 $0.049{\sim}0.47Bq{\cdot}kg^{-1}-dry$의 농도를 보였고, St. 2에서 최소값이, St. 3에서 최대값이 나타났다. $^{239+240}Pu$과 $^{137}Cs$ 농도의 상관관계 (r)는 0.54~0.97로 이들 두 핵종의 퇴적물 내 거동과 기원이 유사한 것으로 사료된다. $^{134}Cs$의 농도가 MDA 미만으로 검출된 점과 $^{239+240}Pu/^{137}Cs$의 평균값 0.041이 과거 대기 핵실험기원의 농도 비와 비슷한 값이 나타나는 점으로 의암호 퇴적물 내 인공방사성동위원소 ($^{134}Cs$, $^{137}Cs$, $^{239+240}Pu$)의 기원은 후쿠시마 사고가 아닌 과거 핵실험에 인한 낙진의 영향으로 사료된다. 의암호 퇴적물 내 $^{210}Pb$의 결과를 이용하여 퇴적물의 퇴적률을 산출한 결과, St. 2에서 $0.31{\pm}0.06cm{\cdot}y^{-1}$의 퇴적률을 나타냈으며, 이는 $^{137}Cs$의 퇴적물 내 peak를 1963년으로 가정하였을 때 측정된 퇴적률, $0.41{\pm}0.05cm{\cdot}y^{-1}$와 불확도($2{\sigma}$)의 범위에서 유사한 값으로 나타내었다. 의암호 퇴적물 내 TOC는 0.20~13.01%의 값이 나타났으며, 퇴적물 내 TOC와 $^{137}Cs$의 상관관계는 St. 1에서 다른 지점에 비해 높게 나타났다.