본 논문에서는 일치 추적 분해를 활용한 샌드위치 복합재의 결함 탐지 및 정량화 방법을 소개한다. 샌드위치 복합재 시편을 제작하 기 위해 핸드 레이-업 공법과 핫 프레스 공법을 활용하여 결함이 존재하는 시편과 없는 시편을 제작하였다. 결함의 위치와 정도를 파 악하기 위해 플래시 서모그래피를 활용하여 확인하였다. 각각의 시편에서 데이터를 확보하기 위해 pitch-catch법을 활용한 초음파 전 파 실험을 설정하였고, 샌드위치 복합재의 표면에 부착한 압전 센서를 통해 데이터를 확보하였다. 획득한 신호는 일치 추적 분해를 이 용하여 추정 및 분해하고, 고속 푸리에 변환과 웨이블릿 변환 기반 노이즈 제거 방법과의 성능을 비교하였다. 노이즈를 제거한 신호는 각각 동일한 구조의 1-D CNN 모델에 훈련하여 성능을 비교하였다. 제안한 일치 추적 분해 기반 신호 노이즈 제거는 기존의 방법보다 높은 정확도, 안정성, 훈련 속도를 보였으며, 시간-주파수 영역에서 보다 직관적인 모드 분리를 확인하여 특성 추출을 통한 일치 추적 분해 기반 신호 전처리 및 딥러닝 모델 훈련의 가능성을 확장할 수 있음을 확인하였다.

The chelating agent and cellulose generated during the operating and decommissioning of a NPP’s form organic complexing compounds. That is accelerate the migration of radionuclide and have a bad influence of LILW disposal site. In this study, the GoldSim (RT module) program was used for the effects of radionuclide migration by organic complex compounds as described above. A scenario was derived for evaluation, and a conceptual design (Concept Art) of the GoldSim model was performed. 1) Derivation of the scenario. For the scenario, we selected a groundwater flow scenario in which groundwater flows in and radionuclides flow out after a lapse of time after the operation of the LILW disposal site in Gyeongju is closed. The inflowing groundwater comes into contact with radioactive waste and the radionuclides dissolve. The dissolved nuclides move past the drum and out of the disposal vessel due to the advection phenomenon. Radionuclides spilled from the disposal vessel pass through the silo internal filler (crushed stone) and reach the engineering barrier concrete. Radionuclides from degraded concrete are scenarios that move along the flow of groundwater to the near and far. 2) Radionuclide migration concept design. The radionuclide movement section was largely designed with Inner (Inside the silo), Near and Far. (A) Inner (Inside the silo) This section is where radionuclides move from the radiation source to the engineering barrier (silo). The detailed migration path was designed to allow radioactive nuclides to flow out and move to waste drums, solidified matrix of indrum, disposal vessel fillers, disposal vessels, silo fillers (crushed stones), and engineered barriers (concrete). The LILW disposal site in Gyeongju has a total of 6 silos. Each of the 6 silos was modeled and designed in consideration of the structural information and positional impact. (B) Near & Far. In generally design, the near is form source term to engineered barrier and far is beyond the engineered barrier. In this study, the near and far designed by radionuclide in the section from the beyond the engineering barrier (silo) to the sea through the groundwater flow through the natural rock. Especially in the case of near, the design was made by applying the position of the natural rock sampling drill hole.