PROFILE
- Name : Youn, Byeng Dong
- Position : Professor
- Tel. : +82-2-880-1919
- FAX : +82-2-883-0179
- Location : Bd.301 R.1514
- E-Mail : bdyoun@snu.ac.kr
- Homepage : http://hai.snu.ac.kr
- Lab Name : Hyperautomation Artificial Intelligence Lab
- Lab Location(Tel.) : Bd.301(+82-2-880-1664)
EDUCATION
- Ph.D. in Mechanical Engineering, The University of Iowa
CAREER
- CEO and FOUNDER, OnePredict Inc. (10.2016 ~ Present)
- ASSOCIATE MEMBER, The National Academy of Engineering of Korea (NAEK) (01.2022 ~ Present)
- PHM Society Fellow (09.2019 ~ Present)
- SMO (Structural and Multidisciplinary Optimization), Senior Editor (09.2021 ~ Present)
- International Journal of Precision Engineering and Manufacturing (IJPEM), Editor (01.2018 ~ 12.2020)
- Technical Advisory Fellow, Hyndai Motors (11. 2019 ~ Present)
- Future Technology Board member, LG Electronics (03.2019 ~ 03. 2020)
- Technical Consulting Fellow, SEMES Inc. (02.2015 ~ 04.2017)
- Technical Consulting Fellow, SAMSUNG Electronics (10.2012 ~ 12.2016)
- President and Founder, Korean Society of Prognostics and Health Management (KSPHM), Seoul, Korea (06.2020 ~ 12.2020)
AWARD
- World’s Top 2% Scholar (Stanford University, 11. 2020)
- Citation of Prime Minister (Ministry of Public Administration and Security, 04. 2019)
- Sinyang Outstanding Award (Seoul National University, 11.2017)
- A Prospective Scholar Award (Korean Society for Design Optimization (KSDO), 01. 2019)
- KSME Research Excellence Award in CAE and Applied Mechanics (The Korean Society of Mechanical Engineers (KSME) CAE & Applied Mechanics Division, 05.2022
RESEARCH FIELD
- Reliability-based Design Optimization (RBDO)
- Prognostics and Health Management (PHM)
- Statistical Model Verification & Validation (V&V)
- Energy Havesting (EH)
MAIN PUBLICATION (top3)
- Phase-based time domain averaging (PTDA) for fault detection of a gearbox in an industrial robot using vibration signals. Y Kim, J Park, K Na, H Yuan, BD Youn, C Kang, Mechanical Systems and Signal Processing, v138, p106544, April, 2020
- Multi-task learning of classification and denoising (MLCD) for noise-robust rotor system diagnosis. JU Ko, JH Jung, M Kim, HB Kong, J Lee, BD Youn, Computers in Industry, v125, p103385, February, 2021
- A New Auto-Encoder Based Dynamic Threshold to Reduce False Alarm Rates for Anomaly Detection of Steam Turbines. JU Ko, K Na, JS Oh, J Kim, BD Youn, Expert Systems with Applications, v189, p116094, March, 2022
