Tae Hwan Lee
About
Ph.D. Project Title: Performance Management of Safety-Critical Systems for Unmanned Systems
Affiliation: NTNU ITK, SUBPRO Centre
Supervisor: Professor Mary Ann Lundteigen (Co-supervised by Professor Frank Westad, Gunleiv Skofteland (Equinor))
Professional Experience
2018 - 2019 Staff Engineer @ Samsung Electronics
2012 - 2018 Control Systems Engineer @ Hanwha Ocean (previously, DSME)
2011 - 2012 Research Scientist @ KAIST
2004 - 2006 Drill Sergeant @ Korean Army Training Center
Academic Qualification
2011 M.Sc. in Mechanical Engineering (Graduate School of Ocean Systems Engineering), KAIST (Urban robotics Lab.)
2009 B.Sc. in Electrical Engineering, KAIST
Technical/Industrial Impact
One of the publications (https://doi.org/10.1016/j.oceaneng.2015.07.030) was referenced in the ISSC 2018 Committee Report, Committee I.1 “Environment” (International Ship and Offshore Structures Congress, 20th Congress, 2018). Referenced as "Lee et al (2015) proposed a planning path by considering the effects in path planning, a energy efficiency due to maneuverable path."
Professional Qualification
Professional Engineer in Control Systems Engineering (U.S. OSBEEL)
Certified Functional Safety Professional (exida)
Project Management Professional (PMI)
Engineer - Gas (South Korea)
Publications
2026
-
Lee, Tae Hwan;
Westad, Frank;
Lundteigen, Mary Ann.
(2026)
An ML-based SIS advisor: Tackling data imbalance and selection bias with SIM-GEN within the functional safety framework.
Computers and Chemical Engineering
Academic article
2021
-
Lee, Tae Hwan;
Skofteland, Gunleiv;
Lundteigen, Mary Ann.
(2021)
Performance Management of Safety Instrumented Systems for Unmanned Facilities Using Machine Learning: Decision Support System for SIS.
Academic chapter/article/Conference paper
Journal publications
-
Lee, Tae Hwan;
Westad, Frank;
Lundteigen, Mary Ann.
(2026)
An ML-based SIS advisor: Tackling data imbalance and selection bias with SIM-GEN within the functional safety framework.
Computers and Chemical Engineering
Academic article
Part of book/report
-
Lee, Tae Hwan;
Skofteland, Gunleiv;
Lundteigen, Mary Ann.
(2021)
Performance Management of Safety Instrumented Systems for Unmanned Facilities Using Machine Learning: Decision Support System for SIS.
Academic chapter/article/Conference paper