Applied Dynamics &
Intelligent Prognosis Laboratory
Principle Investigator
Ki-Yong Oh [CV]
Office: Industrial Center 309-1
E-mail: kiyongoh@hanyang.ac.kr
Education
Ph.D. in Department of Mechanical Engineering, University of Michigan, Ann Arbor, USA, 2016
M.S. in Department of Mechanical Engineering, Korea Advance Institute of Science and Technology, Daejeon, Korea, 2006
B.S. in School of Mechanical Engineering, Hanyang University, 2005
Professional experiences
Associate professor, School of Mechanical Engineering, Hanyang University, 2023.09 - Present
Assistant professor, School of Mechanical Engineering, Hanyang University, 2021.09 - 2023.08
Assistant professor, Mechanical Engineering Division, School of Energy System Engineering, Chung-Ang University, 2017.03-2021.08
Research fellow, University of Michigan, 2016.03-2017.02
Senior researcher, Korea Electric Power Corporation Research Institute, 2012.01-2017.02
Researcher, Korea Electric Power Corporation Research Institute, 2007.06-2011.12
Doctor of philosophy (Ph.D.) students
Siheon Jung
(정시헌)
Research area: Autonomous flight of UAVs, Robot operating system, Simultaneous Localization and Mapping, Mobility toward PHM
E-mail: junction@hanyang.ac.kr
Education
Ph.D. (integrated course) in Department of Mechanical Convergence Engineering, Hanyang University, 2019.03 - Present
B.S. in School of Energy System Engineering, Chung-Ang University, 2013.03 - 2019.02
Eunji Kwak
(곽은지)
Research area: Control enabling solutions with novel sensing approaches, Characterization and modeling of mechanical responses for Li-ion batteries, Prognostics and management of thermal runaway
E-mail: silvering@hanyang.ac.kr
Education
Ph.D. in Department of Mechanical Convergence Engineering, Hanyang University, 2021.03 - Present
M.S. in Department of Energy System Engineering, Chung-Ang University, 2019.03 - 2021.02
B.S. in School of Energy System Engineering, Chung-Ang University, 2015.03 - 2019.02
Seho Son
(손세호)
Research area: Data-driven Prognosis and Health Management, Artificial Intelligence, Deep neural network for remaining useful life estimation, Physics-informed neural network for electric transportation systems
E-mail: shoo1101@hanyang.ac.kr
Education
Ph.D. (integrated course) in Department of Mechanical Convergence Engineering, Hanyang University, 2020.03 - Present
B.S. in School of Energy System Engineering, Chung-Ang University, 2014.03 - 2020.02
Jun-Hyeong Kim (김준형)
Research area: Multiphysics modeling of energy storage systems, Characterization of degradation phenomena, SOH estimation with novel modeling methods, Prognostics and management of thermal runaway
E-mail: jjunn@hanyang.ac.kr
Education
Ph.D. in Department of Mechanical Convergence Engineering, Hanyang University, 2022.03 - Present
M.S. in Department of Energy System Engineering, Chung-Ang University, 2020.03 - 2022.02
B.S. in School of Energy System Engineering, Chung-Ang University, 2014.03 - 2020.02
Munsu Jeon
(전문수)
Research area: Environmental cognition and control, Autonomous transportation systems
E-mail: munsu3744@hanyang.ac.kr
Education
Ph.D. (integrated course) in Department of Mechanical Convergence Engineering, Hanyang University, 2022.03 - Present
B.S. in School of Energy System Engineering, Chung-Ang University, 2016.03 - 2022.02
Jin Ho Jeong
(정진호)
Research area: Artificial Intelligence, Active lifetime management of energy storage systems, SOH estimation, Physics informed neural network for thermal runaway prediction
E-mail: wjd9652@hanyang.ac.kr
Education
Ph.D. (integrated course) in Department of Mechanical Convergence Engineering, Hanyang University, 2022.03 - Present
B.S. in School of Energy System Engineering, Chung-Ang University, 2016.03 - 2022.02
Mingwan Kim
(김민관)
Research area: AI toward PHM, Smart mobility, Simultaneous localization and mapping
E-mail: kmg9752@hanyang.ac.kr
Education
Ph.D. in Department of Mechanical Convergence Engineering, Hanyang University, 2023.09 - Present
M.S. in Department of Mechanical Convergence Engineering, Hanyang University, 2021.03 - 2023.08
B.S. in School of Energy System Engineering, Chung-Ang University, 2014.03 - 2021.02
Joonhyeok Moon (문준혁)
Research area: Artificial Intelligence, Deep learning for object detection, AI PHM
E-mail: moonjh1401@hanyang.ac.kr
Education
Ph.D. (integrated course) in Department of Mechanical Convergence Engineering, Hanyang University, 2022.03 - Present
B.S. in School of Energy System Engineering, Chung-Ang University, 2015.03 - 2021.02
Moon-Woo Park
(박문우)
Research area: AI-PHM, Thermal runaway management
E-mail: DBN
Education
Ph.D. in Department of Mechanical Convergence Engineering, Hanyang University, 2023.03 - Present
M.S. in Department of Fire & Disaster Protection Engineering, Gachon University, 2019.03 - 2022.02
B.S. in Department of Fire & Disaster Protection Engineering, Kangwon National University, 2004.03-2010.02
Dayeon Jeong
(정다연)
Research area: AI-PHM, Digital twin for mechatronic systems
E-mail: jdd2635@hanyang.ac.kr
Education
Ph.D. (integrated course) in Department of Mechanical Convergence Engineering, Hanyang University, 2023.03 - Present
B.S. in School of Mechanical Engineering, Hanyang University, 2017.03 - 2023.02
Suhyeon Park
(박수현)
Research area: Artificial Intelligence
E-mail: parksh99@hanyang.ac.kr
Education
Ph.D. (integrated course) in Department of Mechanical Convergence Engineering, Hanyang University, 2024.03 - Present
B.S. in School of Mechanical Engineering, Hanyang University, 2019.03 - 2024.02
Heegwang Woo
(우희광)
Research area: Artificial Intelligence Transformation, Multiphysics informed neural network
E-mail: woo0429@hanyang.ac.kr
Education
Ph.D. (integrated course) in Department of Mechanical Convergence Engineering, Hanyang University, 2024.09 -Present
B.S. in School of Mechanical Engineering, Hanyang University, 2019.03 - 2024.08
Master of Science (M.S.) students
Eunchan Do
(도은찬)
Research area: AI-PHM, Thermal imaging, fire and smoke detection
E-mail: dec1995@hanyang.ac.kr
Education
M.S. in Department of Mechanical Convergence Engineering, Hanyang University, 2023.03 - Present
B.S. in School of Mechanical Engineering, Hanyang University, 2017.03 - 2023.02
Industry-academic Scholarship from Production Engineering Research Institute, LG Electronics
Sihyun Yoo
(유시현)
Research area: Artificial Intelligence Transformation, Explainable Artificial Intelligence (XAI) for Prognostics and prediction
E-mail: ysh324@hanyang.ac.kr
Education
M.S. in Department of Mechanical Convergence Engineering, Hanyang University, 2023.03 - Present
B.S. in School of Mechanical Engineering, Hanyang University, 2017.03 - 2023.02
Industry-academic Scholarship from H&A Research Headquater, LG Electronics (Seoul)
Seungmin Joo
(주승민)
Research area: Smart environmental cognition, autonomous robotic systems
E-mail: seungminjoo@hanyang.ac.kr
Education
M.S. in Department of Mechanical Convergence Engineering, Hanyang University, 2023.03 - Present
B.S. in School of Mechanical Engineering, Kookmin University, 2017.03 - 2023.02
Yunho Na
(나윤호)
Research area: Novel Sensor-based NDE, Artifical Intelligence-Prognostics and Health Management
E-mail: yhna0114@hanyang.ac.kr
Education
M.S. in Department of Mechanical Convergence Engineering, Hanyang University, 2023.03 - Present
B.S. in Department of Mechatronics Engineering, Kangwon National University, 2017.03 - 2023.02
Coadvising with Prof. Min Ku Kim (TSD Lab.)
Industry-academic Scholarship from Production Engineering Research Institute, LG Electronics
Tae Gyu Jang
(장태규)
Research area: Data-driven Prognosis and Health Management, Physics-informed neural network for estimating RUL, Intellignet Battery w/ SoX estimation
E-mail: march03190@hanyang.ac.kr
Education
Ph.D. (integrated course) in Department of Mechanical Convergence Engineering, Hanyang University, 2023.09 - Present
B.S. in School of Mechanical Engineering, Hanyang University, 2019.03 - 2023.08
Byeong Hyun Lee
(이병현)
Research area: Environmental cognition with multimodal information, robust control of robot manipulators
E-mail: byeonghyun98@hanyang.ac.kr
Education
M.S. in Department of Mechanical Convergence Engineering, Hanyang University, 2024.03 - Present
B.S. in School of Mechanical Engineering, Hanyang University, 2018.03 - 2024.02
Sehwan Kim
(김세환)
Research area: Physics-informed neural network, remaining useful time, lithium-ion battery
E-mail: harold37@pusan.ac.kr
Education
M.S. in Department of Mechanical Convergence Engineering, Hanyang University, 2024.03 - Present
B.S. in School of Mechanical Engineering, Pusan National University, 2019.03 - 2024.02
Junsoo Kim
(김준수)
Research area: Object detection with AI,
E-mail: tig05207@naver.com
Education
M.S. in Department of Mechanical Convergence Engineering, Hanyang University, 2024.03 - Present
B.S. in School of Mechanical Engineering, Korea National University of Transportation, 2018.03 - 2024.02
Undergraduate students
Jeik Choi
(최제익)
Research area: Artificial Intelligence Transformation, autonomous robotic systems
E-mail: jeik1230@naver.com
Education
M.S. in Department of Mechanical Convergence Engineering, Hanyang University, 2025.02 (Expected) -
B.S. in School of Mechanical Engineering, Kumoh National Institute of Technology, 2019.03 -2025.02 (Expected)
Youngjin Shin
(신영진)
Research area: Intelligent battery informatics
E-mail: emma5742@hanyang.ac.kr
Education
M.S. in Department of Mechanical Convergence Engineering, Hanyang University, 2025.02 (Expected) -
B.S. in School of Mechanical Engineering, Hanyang University, 2020.03 -2025.02 (Expected)