About Lab.
- "A Receding-Horizon H∞ Model-Free Control for Application to Robot Manipulators", Seungmin Baek, Hyoungwoong Lee, Wookyong Kwon, and Soohee Han, IEEE Transactions on Industrial Informatics, 2024
- "Electrochemical–mechanical coupled model for computationally efficient prediction of long-term capacity fade of lithium-ion batteries", Kwangrae Kim, Gyeonghwan Lee, Huiyong Chun, Jongchan Baek, Hyeonjang Pyeon, Minho Kim, and Soohee Han, Journal of Energy Storage, Vol.86, 111224(2024)
- "Bridging the Simulation-to-Real Gap of Depth Images for Deep Reinforcement Learning:, Yoonsu Jang, Jongchan Baek, Soo Jeon, and Soohee Han, Expert Systems with Applications, Vol.253, 124310(2024)
- "Suppressing Violent Sloshing Flow in Food Serving Robots", Jinsuk Choi, Wookyong Kwon, Kwanwoong Yoon, Seongwon Yoon, Young Sam Lee, Soo Jeon, and Soohee Han, IEEE Robotics and Autonomous Systems, Vol.179, 104728(2024)
- "Maximizing the Performance of a Lithium-Ion Battery Aging Estimator Using Reinforcement Learning", Huiyong Chun and Soohee Han, IEEE Transactions on Industrial Informatics, 1551-3203(Print ISSN), 1941-0050(Online ISSN)
About Prof.
Profile
- 2024 - Present Adjunct Professor, Department of Battery Engineering, GIFT, POSTECH
- 2014 - Present Professor, CITE/EE, POSTECH
- 2009 - 2014 Associative professor, Konkuk University
Education
- 2003 Ph. D., Electrical Engineering, Seoul National University
- 2000 M.S., Electrical Engineering, Seoul National University
- 1998 B.S., Electrical Engineering, Seoul National University
Major Research Areas
- Model based battery informatics
- Machine learning approaches to analysis, diagnosis, and prognosis of battery cells