Current Projects
Development of adaptive continuous learning method for nuclear power plant secondary system environment and edge computing reliability securing technology
(원전 이차계통 환경 적응형 연속 학습법과 엣지 컴퓨팅 신뢰성 확보 기술 개발),
Funded by MSIT (과학기술정보통신부), Korea
2022.07 ~ 2029.12
Completed Projects
2023
Development of environmentally adaptive continuous learning method and edge computing reliability assurance technology for nuclear power plant secondary systems (2nd)
(원전 이차계통 환경 적응형 연속 학습법과 엣지 컴퓨팅 신뢰성 확보 기술 개발(2차)),
Funded by NRF(한국연구재단), Korea
2023.04.01 ~ 2023.12.31
Federated learning model design and prototype development for encryoted traffic anomaly detection
(유수식 스마트 양식장 수온 예측 분석 툴 엔진 제작),
Funded by ETRI (한국전자통신연구원), Korea
2023.09.28 ~ 2023.11.30
Federated learning model design and prototype development for encryoted traffic anomaly detection
(암호화 트래픽 이상 탐지를 위한 연합학습 모델 설계 및 프로토타입 개발),
Funded by ETRI (한국전자통신연구원), Korea
2023.07.25 ~ 2023.11.30
Analysis of automatic extraction technique for heterogeneous distributes resource current features
(이종 분산자원 전류특징 자동 추출 기법 분석),
Funded by KIER (한국에너지기술연구원), Korea
2023.07.10 ~ 2023.09.18
Deep learning-based spectrum sensing performance analysis using open big data
(개방형 빅데이터를 활용한 딥러닝 기반의 스펙트럼 센싱 성능 분석),
Funded by ETRI (한국전자통신연구원), Korea
2023.04.28 ~ 2023.11.30
Production of space-time expandable lightweight virtual sensor (bridge application) model that can be operated in edge-gateway
(엣지-게이트웨이에서 운용 가능한 시공간 확장 경량형 가상센서(교량 응용) 모델 제작),
Funded by ETRI (한국전자통신연구원), Korea
2023.04.26 ~ 2023.11.30
2022
AI-based distributed resource defect data analysis.
(AI 기반 분산자원 결함 데이터 분석),
Funded by KIER (한국에너지기술연구원), Korea
2022.05 ~ 2022.08
Deep learning-based UHF band electromagnetic wave modulation signal classification module design.
(딥러닝 기반 UHF대역 전자기파 변조 신호 분류 모듈 설계),
Funded by Daegu Catholic University, Korea
2022.03 ~ 2022.12
Creation of space-time scalable virtual sensor model for laboratory validation.
(실험실 검증을 위한 시공간 확장형 가상 센서 모델 제작),
Funded by ETRI (한국전자통신연구원), Korea
2022.03 ~ 2022.12
2021
Radio wave application deep learning model software design and implementation.
(전파응용 딥러닝 모델 소프트웨어 설계 및 구현),
Funded by KEYWAVE, DCU((주)키웨이브, 대구가톨릭대학교 SW중심대학사업단), Korea
2021.03 ~ 2021.12
Implementation of deep learning lightweight model S/W for microleakage diagnosis and anomaly detection in plant piping system.
(플랜트 배관계 미세누출 진단 및 이상감지를 위한 딥러닝 경량화 모델 S/W 구현),
Funded by ETRI (한국전자통신연구원), Korea
2021.02.25 ~ 2021.09.24
2020
Multi-trend transfer learning and unsupervised learning-based plant leak diagnosis deep learning model S/W implementation.
(다중추세 전이학습 및 비지도학습 기반의 플랜트 누출진단 딥러닝 모델 S/W 구현),
Funded by ETRI(한국전자통신연구원), Korea
2020.01.11 ~ 2020.09.16
Upcoming Projects