• 한국안전학회지
• /
• 제33권6호
• /
• pp.144-156
• /
• 2018

Level 3 Probabilistic Safety Assessment (PSA) is performed for the risk assessment that calculates radioactive material dispersion to the environment. This risk assessment is performed with a tool of MELCOR Accident Consequence Code System (MACCS2 or WinMACCS). For the off-site consequence analysis of multi-unit nuclear power plant (NPP) accident, the single location (Center Of Mass, COM) method has been usually adopted with the assumption that all the NPPs in the nuclear site are located at the same COM point. It was well known that this COM calculation can lead to underestimated or overestimated radionuclide concentration. In order to overcome this underestimation or overestimation of radionuclide concentrations in the COM method, Multiple Location (ML) method was developed in this study. The radionuclide concentrations for the individual NPPs are separately calculated, and they are summed at every location in the nuclear site by the post-processing of radionuclide concentrations that is based on two-dimensional Gaussian Plume equations. In order to demonstrate the efficiency of the ML method, radionuclide concentrations were calculated for the six-unit NPP site, radionuclide concentrations of the ML method were compared with those by COM method. This comparison was performed for conditions of constant weather, yearly weather in Korea, and four seasons, and the results were discussed. This new ML method (1) improves accuracy of radionuclide concentrations when multi-unit NPP accident occurs, (2) calculates realistic atmospheric dispersion of radionuclides under various weather conditions, and finally (3) supports off-site emergency plan optimization. It is recommended that this new method be applied to the risk assessment of multi-unit NPP accident. This new method drastically improves the accuracy of radionuclide concentrations at the locations adjacent to or very close to NPPs. This ML method has a great strength over the COM method when people live near nuclear site, since it provides accurate radionuclide concentrations or radiation doses.

• 방사선산업학회지
• /
• 제17권1호
• /
• pp.19-32
• /
• 2023

The amount of radioactive waste is expected to dramatically increase with decommissioning of nuclear power plants such as Kori-1, the first nuclear power plant in South Korea. Accurate nuclide analysis is necessary to manage the radioactive wastes safely, but research on verification of radionuclide analysis has yet to be well established. This study aimed to develop the technology that can verify the results of radionuclide analysis based on artificial intelligence. In this study, we propose an anomaly detection algorithm for inspecting the analysis error of radionuclide. We used the data from 'Updated Scaling Factors in Low-Level Radwaste' (NP-5077) published by EPRI (Electric Power Research Institute), and resampling was performed using SMOTE (Synthetic Minority Oversampling Technique) algorithm to augment data. 149,676 augmented data with SMOTE algorithm was used to train the artificial neural networks (classification and anomaly detection networks). 324 NP-5077 report data verified the performance of networks. The anomaly detection algorithm of radionuclide analysis was divided into two modules that detect a case where radioactive waste was incorrectly classified or discriminate an abnormal data such as loss of data or incorrectly written data. The classification network was constructed using the fully connected layer, and the anomaly detection network was composed of the encoder and decoder. The latter was operated by loading the latent vector from the end layer of the classification network. This study conducted exploratory data analysis (i.e., statistics, histogram, correlation, covariance, PCA, k-mean clustering, DBSCAN). As a result of analyzing the data, it is complicated to distinguish the type of radioactive waste because data distribution overlapped each other. In spite of these complexities, our algorithm based on deep learning can distinguish abnormal data from normal data. Radionuclide analysis was verified using our anomaly detection algorithm, and meaningful results were obtained.

• 대한핵의학회지
• /
• 제20권1호
• /
• pp.85-91
• /
• 1986

In detecting, localizing and quantitating cardiac shunts, radionulide angiocardiography has been known to be a simple and safe method compared with oxymetry method. To ascertain the availability of the results obtained by radionuclide angiocardiography for the evaluation of patients with cardiac shunt, author compared the Qp/Qs ratios(pulmonary to systemic flow ratios) obtained by radionuclide angiocardiography with the results of oximetry method in 40 patients with left to right shunt, and also compared the results of radionuclide angiocardiography examined before and after shunt operation in 8 patients. The results were as follows: 1) Of the 161 patients examined radionuclide angiocardiography, 98 were thought to have cardiac shunts: right to left shunt id 27, left to right shunt in 71. Of the 71 patients who had left to right shunt, 40 who were examined with both radionuclide angiocardiography and oxymetry had following congenital heart disease: VSD in 21, ASD in 9 and PDA in 10. 2) Comparison of Qp/Qs ratios obtained during radionuclide angiocardiography and oxymetry revealed good correlation (linear regression analysis yielded correlation coefficient of 0.80) in 32 patients whose Qp/Qs ratio obtained during oxymetry were below 3.0, but very poor correlation in 8 patients whose Qp/Qs ratios were above 3.0 3) Radionuclide angiocardiography is a relatively safe and simple method in postoperative evaluation of patients with cardiac shunt.

• 대한핵의학회지
• /
• 제27권2호
• /
• pp.233-238
• /
• 1993

Esophageal motility was evaluated from the analysis of 10 consecutive swallows using liquid bolus containing 0.5 mCi of $^{99m}Tc$ tin colloid. We have reviewed our experience of esophageal transit study in the 20 normal volunteers and 55 patients with dysphagia that was not related to mechanical obstruction. The purpose of this study is to measure the esophageal transit in normal subjects and in patients with various esophageal motility disorders. The overall sensitivity and specificity of radionuclide esophageal transit study in detecting esophageal motor abnormality were compared with manometric results as a gold standard, which were 80% and 100% respectively. Radionuclide transit study is a safe, rapid, noninvasive test and suitable as a screening test for esophageal motor disorders.

• 대한핵의학회지
• /
• 제23권2호
• /
• pp.183-188
• /
• 1989

Esophageal transit of radionuclide was quantitatively analyzed in 29 patients with dermatomyositis-polymyositis. Fourteen patients (48.3%) showed retention of tracer in oropharynx. The mean value of percent retention of oropharynx was $15.5{\pm}16.6%$. Esophageal dysfunction was found in 19 patients (65.5%). Among them 4 showed mild, 12 showed moderate and 3 showed severe esophageal dysfunction. Dysphagia was found in 11 patients (37.9%), which was closely related to percent retention of oropharynx.Quantitative analysis of esophageal transit of radionuclide seemed to be a useful technique for evaluation of dysphagia in patients with dermatomyositis-polymyositis.

• Nuclear Engineering and Technology
• /
• 제54권4호
• /
• pp.1449-1455
• /
• 2022

A radiotracer investigation was carried out in a Thermal Stratification Test Facility (TSTF) with objectives of investigating the dispersion and diffusion of radionuclide and effectiveness of the thermocline to minimize the radionuclide content in the hot water layer. Technetium-99m (^99mTc) as sodium pertechnetate was used as a radiotracer in the investigation. Qualitative analysis showed that a thermocline is formed within the TSTF and is effective in preventing the transport of radionuclide from bottom section to the top section of the facility. It was found that the radiotracer injected at the bottom of the pool took about 17.4 h to disperse from bottom to the top of the facility. The results of the investigation helped in understanding the effectiveness of hot water layer and thus to minimize the pool top radiation levels.

• 대한핵의학회지
• /
• 제21권2호
• /
• pp.155-165
• /
• 1987

The noninvasive nature of the radionuclide angiocardiography provided a useful approach for the evaluation of left-to-right cardiac shunts (LRCS). While the qualitative information can be obtained by inspection of serial radionuclide angiocardiograms, the quantitative information of radionuclide angiocardiography can be obtained by the analysis-of time-activity curves using advanced computer system. The count ratios method and pulmonary-to-systemic flow ratio (QP/QS) by gamma variate fit method were used to evaluate the accuracy of detection and localization of LRCS. One hundred and ten time-activity curves were analyzed. There were 46 LRCS (atrial septal defects 11, ventricular septal defects 22, patent ductus arteriosus 13) and 64 normal subjects. By computer analysis of time-activity curves of the right atrium, ventricle and the lungs separately, the count ratios modified by adding the mean cardiac transit time were calculated in each anatomic site. In normal subjects the mean count ratios in the right atrium, ventricle and lungs were 0.24 on average. In atrial septal defects, the count ratios were high in the right atrium, ventricle and lungs, whereas in ventricular septal defects the count ratios were higher only in the right ventricle and lungs. Patent ductus arteriosus showed normal count ratios in the heart but high count ratios were obtained in the lungs. Thus, this count ratios method could be separated normal from those with intra cardiac or extracardiac shunts, and moreover, with this method the localization of the shunt level was possible in LRCS. Another method that could differentiate the intracardiac shunts from extracardiac shunts was measuring QP/QS in the left and right lungs. In patent ductus arteriosus, the left lung QP/QS was higher than those of the right lung, whereas in atrial septal defects and ventricular septal defects QP/QS ratios were equal in both lungs. From this study, it was found that by measuring QP/QS separately in the lungs, intracardiac shunt could be differenciated from extracardiac shunts.

• Nuclear Medicine and Molecular Imaging
• /
• 제40권4호
• /
• pp.200-204
• /
• 2006

목적: 산소포화도법과 비교하여 동위원소법을 이용한 Qp/Qs측정의 정확도를 알아보고, 이와 연관된 요인이 무엇인지, 추적 검사시 두 검사법의 결과를 서로 비교해서 사용할 수 있는지에 대하여 알아보고자 하였다. 대상 및 방법: 두 검사법으로 Qp/Qs를 측정한 207명의 환자를 대상으로 하였다. 동위원소를 이용한 방법은 폐에 관심영역을 설정하여 시간-방사능 곡선을 얻어서 gamma variate model에 적용하여 면적으로부터 Qp/Qs를 구하였다. 환자의 연령, 좌우 단락의 종류와 동반된 질환 등에 따라서 방사성 동위원소 조영술과 심도자술로 얻어진 Qp/Qs의 상관계수와 일치도를 분석하였다. 결과: 동위원소 검사법과 심도자술로 얻어진 Qp/Qs의 평균치는 각각 $1.85{\pm}0.50,\;1.74{\pm}0.51$이며, 두 검사법으로 얻은 Qp/Qs의 상관계수는 0.86 (p<0.001)으로 강한 상관관계를 보였다. Bland-Altman 분석에서 두 검사법에 의한 Qp/Qs의 일치의 한계값은 $-0.42{\sim}0.63$, 범위는 1.05였다. 심실중격 결손증 환자에서는 상관계수가 0.90으로 강한 상관관계를 보였으며, 일치의 한계값은 $-0.29{\sim}0.45$ 였다. 심방중격 결손증, 심실중격 결손증, 동맥관 개존증 환자와 삼첨판 부전증과 승모판 부전증이 동반된 환자에서의 상관계수는 각각 0.78, 0.90, 0.84, 0.63, 0.44 였으며, 일치의 범위는 1.52, 0.74, 0.96, 1.57. 1.50이였다. 결론: 동위원소 검사법과 심도자술로 얻어진 Qp/Qs는 전체적으로 좋은 상관관계를 보이나 일치의 한계값이 크므로 추적 검사시 서로 호환하여 사용하기 어렵다. 방실판막 부전증이 동반된 경우에는 낮은 상관관계와 낮은 일치도를 보였다.

• 방사성폐기물학회지
• /
• 제18권3호
• /
• pp.347-354
• /
• 2020

Site characterization for decommissioning Kori Unit 1 is ongoing in South Korea after 40 years of successful operation. Kori Unit 1's containment building is assumed to be mostly radioactively contaminated, and therefore radiation exposure management and detailed contamination investigation are required for decommissioning and dismantling it safely. In this study, site-specific Derived Concentration Guideline Levels (DCGLs) were derived using the residual radioactivity risk evaluation tool, RESRAD-BUILD code. A conceptual model of containment building for Kori Unit 1 was set up and limited occupational worker building inspection scenario was applied. Depending on the source location, the maximum contribution source and exposure pathway of each radionuclide were analyzed. The contribution of radionuclides to dose and exposure pathways, by source location, is expected to serve as basic data in the assessment criteria of survey areas and classification of impact areas during further decommissioning and decontamination of sites.

• 한국방사선학회논문지
• /
• 제16권7호
• /
• pp.1007-1014
• /
• 2022

표적 방사성핵종 치료(targeted radionuclide therapy, TRT)는 방사성의약품을 사용하여 종양세포를 치료하는 방법이다. 인체의 조직을 구성하는 세포와 핵은 구형과 타원형으로 구성되어 있지만, 암세포의 경우 다양한 형태의 세포 형태로 이루어져 있다. 이에 본 연구는 몬테카를로 방법을 통해 표적 방사성핵종 치료 시 사용되는 베타선 방출 핵종을 대상으로 단일 세포 내 세포핵의 크기 변화에 따른 세포 구성 영역별 흡수선량을 분석하였다. 세포는 5 ㎛, 10 ㎛ 두 가지의 크기의 구 형태로 선정하였으며, 세포의 내부 구성은 세포핵, 세포질, 세포 표면으로 구분하였으며, 세포핵의 크기 증가에 따른 흡수선량을 평가하였다. 그 결과, 표적 방사성핵종 중 ¹⁷⁷Lu이 세포 모든 구획에서 가장 높은 선량을 나타냈으며, 세포 내 핵의 비중이 증가함에 따라 세포 표면의 흡수선량은 증가되었으나, 세포질과 세포핵의 흡수선량은 감소하는 경향을 보였다. 따라서 표적 방사성핵종 치료 시 암세포의 크기를 고려한 방사성핵종의 선택과 적절한 방사능량 결정이 중요할 것으로 판단된다.