실적
X
- International Journal
- Seungyun Lee, Sungjong Kim, Su J. Kim, Jiwon Lee, Heonjun Yoon*, and Byeng D. Youn* , "Revolution and Peak Discrepancy-Based Domain Alignment Method for Bearing Fault Diagnosis Under Very Low-Speed Conditions ", Expert Systems with Applications, Accepted
- International Conference
- Sang Kyung Lee, Jiwon Lee, Seungyun Lee, Bongmo Kim, Yong Chae Kim, Jinwook Lee, and Byeng D. Youn, "Hybrid Approach of XGBoost and Rule-based Model for Fault Detection and Severity Estimation in Spacecraft Propulsion System ", Asia Pacific Conference of the Prognostics and Health Management Society 2023, 2023-09-13
- Seungyun Lee, Sungjong Kim, Jiwon Lee, Su J. Kim, Heonjun Yoon, and Byeng D. Youn, "A Quantitative Analysis of Domain Discrepancies Between General- Speed and Very Low-Speed Bearings and Its Applications to Fault Diagnosis of Very Low-Speed Bearings Using Transfer Learning ", Asia Pacific Conference of the Prognostics and Health Management Society 2023, 2023-09-12
- Yong Chae Kim, Seungyun Lee, Sang Kyung Lee, Bongmo Kim, Jiwon Lee, Jinwook Lee, and Byeng D. Youn, "Inter-class Metric Learning based Depth-wise Convolutional Neural Network for Gear Fault Diagnosis ", 2023 IEEE Conference on Prognostics and Health Management, 2023-06-06
- Sungjong Kim, Seungyun Lee, Su J. Kim, Jiwon Lee, Heonjun Yoon, and Byeng D. Youn, "Attention Based Multi-sensor Bearing Fault Diagnosis Considering Fault Relevance ", International Conference on Energy, Aquatech and Sustainability 2022, 2022-08-04
- Domestic Conference
- 이지원, 이승윤, 김성종, 김민재, 윤헌준, 윤병동, "부분 회전 조건 아래 선회 베어링 고장 진단을 위한 신호 확장 기법 ", 대한기계학회 2023년 학술대회, 2023-11-03
- 김용채, 이승윤, 이상경, 김봉모, 이지원, 이진욱, 윤병동, "실시간 신호에 대한 메트릭 러닝 기반 기어 결함 진단 ", 한국 PHM학회 2023년도 정기학술대회, 2023-07-04
- 이승윤, 김성종, 이지원, 김수지, 윤헌준, 윤병동, "알고리즘 공정성을 고려한 다양한 하중 조건에서의 베어링 고장 진단 기법 ", 대한기계학회 CAE 및 응용역학부문 2023년 춘계학술대회, 2023-05-18
- Awards
- 김성종, 이승윤, 이지원 김민재, "산업AI해커톤 Factory Hack Korea 2024- 우수상", 2024-01-30
- 이상경, 김용채, 김봉모, 이지원, 김민정, "Postech Open Innovation Big Data Challenge - 장려상", 2023-12-01
- 이상경, 이지원, 이승윤, 김봉모, 김용채, 이진욱, 윤병동, "PHMAP 2023 Data Challenge Competition - Winner (2nd Place)", 2023-09-11
- 이승윤, 김용채, 이상경, 김봉모, 이지원, 이진욱, "2023 IEEE International Conference on Prognostics and Health Management Conference - 1st Place Winner in Data Challenge Competition ", 2023-06-07
Laboratory for System Health and Risk Management (SHRM), Department of Mechanical Engineering