People
Principal Investigator
Youngki Kim PhD is an assistant professor in Mechanical Engineering Department at the University of Michigan - Dearborn (UMD).
He received his PhD degree (2014) from the University of Michigan, Ann Arbor where his thesis focused on control and estimation of Li-ion battery systems and hybrid electrified vehicles. He received BS (2001) and MS (2003) degrees in the mechanical engineering from the Seoul National University, South Korea. Prior to joining the UMD, he was a research engineer at Ann Arbor Technical Center, Southwest Research Institute where he worked on vehicle modeling and control algorithm development for advanced powertrain and autonomous vehicles. From 2003 to 2008, he worked at Hyundai-Kia Motor Company on topics including design and calibration of powertrains such as internal combustion engines and automatic transmissions for improved sound quality. Dr. Kim has received SAE Russell S. Springer award for his outstanding technical paper in 2019. He has published 33 articles in archival journals and 38 papers in refereed conference proceedings and holds 4 patents.
His research includes modeling, simulation, optimization and control of dynamic systems in automotive, energy and transportation. His current research projects are focused on energy-efficient operation of electrified vehicles, smart cruise control of light-duty vehicles, modeling and control of vehicle thermal management systems, modeling and estimation of all-solid-state battery systems, and data-driven approaches to diagnosis and prognosis for degradation of lithium-ion battery systems.
He serves as an Associate Editor of IEEE Transactions on Transportation Electrification.
Members
Research Staff
Dr. Kyoung Hyun Kwak Mechanical Engineering
Development of thermal management systems for EVs
Development of personalized braking algorithms for EVs
PhD
Youyi Chen (2020-present) Mechanical Engineering
Optimal thermal management of electric vehicles
Isaiah Oyewole (2020-present) Industrial and Systems Engineering
co-advised by Dr. Chehade
Data-driven state estimation of Li-ion batteries
Ruixin Zheng (2022-present) Mechanical Engineering
State of health estimation of Li-ion batteries
I am looking for a highly motivated PhD student who is interested in Reinforcement Learning and its application to vehicle control
MS
I am looking for motivated MS student who are interested in the topics: 1) Li-ion battery state and parameter estimation, 2) optimal control of vehicle dynamics and powertrain operation
Visiting Scholar
Seongki Kang (2021-present)
Prof. Je-Heon Han (2023-present)
Alumni
PhD
Yu He (2022) @ Stoneridge
Dissertation: Powertrain and Vehicle Longitudinal Motion Control for Personalized Eco-driving of P0+P4 Mild Hybrid Electric Vehicles
MS
Lalith Chandra Gaddala (2023) @ TESLA
Matthew Wickman (2023) @ HARMAN International
Thesis: ANC System Performance Estimation Enabled Via CAE Simulation
Rodolfo Rodriguez (2019) @ GM
Thesis: A Study on the Impact of Driver Behavior on the Energy Consumption of Electric Vehicles in a Virtual Traffic Environment
Isaiah Oyewole (2019) PhD IMSE UM-Dearborn
Thesis: Optimal Model Reduction of Lithium-Ion Battery Systems Using Particle Swarm Optimization
Jihun Kim (2019) @ Rivian
Hadi Abbas (2018) @ Ford Motor Company
Thesis: Optimization of Energy-Efficient Speed Profile for Electrified Vehicles
Pranav Radha Krishna (2018) @ Honda
Kushagra Upreti (2018) @ FCA