H. Kim*, C. Hong*, S. Shin, S.-K. Oh, D. Hong, J. Kim, Y. Kim†, Three-Stage Optimization for Battery Thermal Management in Electric Vehicles, Under Review.
B. J. Kim, Y. Kim†, J. W. Kim†, Explainable Multimode Process Monitoring Framework Using Deep Autoencoding Gaussian Mixture Model and Kernel SHAP, Under Review.
G. Jeon, Y. Kim†, S. G. Lee†, Dynamic simulation and operability of fuel gas supply system in LNG-fueled ships with focus on methane slip control, Under Review.
M. Shin, Y. Kim, W. Won, Y. Kim†, Economic and Environmental Assessment of Natural Gas-Ammonia Co-Firing: A Comparative AHP Analysis of Ammonia Production Methods, Under Review.
H. Jin*, T. Son*, J. Park, J. Chang, S. Yang, D. H. Kim†, Y. Kim†, Optimal design for ammonia cracking reactors with commercial Ru/Al2O3 and Ni/Al2O3 catalysts: Experimental evaluation and one-dimensional modeling, Under Review.
T. H. Oh, J. W. Kim, Y. Kim, J. M. Lee†, Fokker-Planck Equation-based Stochastic Nonlinear Model Predictive Control, Under Review.
S. Shin, D. Jeong, Y. Kim†, Optimal control for battery thermal management based on deep reinforcement learning, Computers & Chemical Engineering, 2025. [link]
H. Kim*, C. Hong*, S. -K. Oh, D. Hong, J. Kim Y. Kim†, A simple model of heat exchangers with phase length function in electric vehicles, Applied Thermal Engineering, 2025. [link]
C. Hong*, S. Shin*, H. Cho, D. Hong, S. -K. Oh, Y. Kim†, Fast Zone Model Predictive Control for High Capacity Battery Sub-pack of Electric Vehicle, IEEE Transactions on Control Systems Technology, 2025. [link]
G. Jeon, Y. Kim†, Model-based fault detection algorithm for liquid hydrogen refueling system using CUSUM method, Computers & Chemical Engineering, 2024. [link]
Y. Kim, T. H. Oh†, Model-based Safe Reinforcement Learning for Nonlinear Systems under Uncertainty with Constraints Tightening Approach, Computers & Chemical Engineering, 2024. [link]
Y. Kim†, Critical review of optimal control methods for Li-ion batteries in electric vehicles, ChemElectroChem, 2024. [link]
H. Cho, C. Hong, D. Hong, S. -K. Oh, Y. Kim†, Thermal Equivalent Circuit Model and Parameter Estimation for High-Capacity Li-ion Cell, Journal of The Electrochemical Society, 2023. [link]
Y. Jung, H. Kim, G. Jeon, Y. Kim†, Neural network models for atmospheric residue desulfurization using real plant data with novel training strategies, Computers & Chemical Engineering, 2023. [link]
D. H. Lee*, S. Y. Yu*, S. Y. Yeom, J. J. Lee, B. C. Kang, C. H. Cho, S. G. Lee†, Y. Kim†, Exergy Destruction Improvement of Hydrogen Liquefaction Process Considering Variations in Cooling Water Temperature, Korean Journal of Chemical Engineering, 2023. [link]
J. Shin, Y. Kim†, J. M. Lee†, Feature construction for on-board early prediction of electric vehicle battery cycle life, Korean Journal of Chemical Engineering, 2023. [link]
S. Bae*, T. H. Oh*, J. W. Kim, Y. Kim†, J. M. Lee†, Integrating path integral control with backstepping control to regulate stochastic system, International Journal of Control, Automation and Systems, 2023. [link]
C. Hong, H. Cho, D. Hong, S. -K. Oh, Y. Kim†, An Improved Thermal Single Particle Model and Parameter Estimation for High-capacity Battery Cell, Electrochimica Acta, 2023. [link]
C. K. Chae, B. H. Park, S. K. Kang, J.-O. Choi, J. H. Park, W. Won, Y. Kim†, Development of real time responding hydrogen fueling protocol and its risk assessment, Korean Journal of Chemical Engineering, 2022. [link]
S. Bae, H. Lee, J. Shin, H. S. Kim, Y. Kim, D. H. Kim, J. M. Lee, Data-driven Inference of Synthesis Guidelines for High-performance Zeolite-based Selective Catalytic Reduction Catalysts at Low Temperatures, Chemistry of Materials, 2022. [link]
S. Lim, B. Lee, S. Choi, Y. Kim†, J. M. Lee†, Automated model calibration for urea-SCR system using test-rig data, Industrial & Engineering Chemistry Research, 2022. [link]
Y. Kim*, K. H. Lin*, D. M. Thierry, L. T. Biegler, Advanced-multi-step moving horizon estimation for large-scale nonlinear systems, Journal of Process Control, 2022. [link]
C. Hong, S. -K. Oh, Y. Kim†, Sensitivity analysis for parameter classification of energy balance-integrated single particle model for battery cells, Korean Journal of Chemical Engineering, 2022. [link]
Y. Kim†, J. W. Kim, Safe model-based reinforcement learning for nonlinear optimal control with state and input constraints, AIChE Journal, 2022. [link]
J. Bae, Y. Kim†, J. M. Lee†, Multirate moving horizon estimation combined with parameter subset selection, Computers & Chemical Engineering, 2021. [link]
B. Park, Y. Kim†, J. M. Lee†, Design of switching multilinear model predictive control using gap metric, Computers & Chemical Engineering, 2021. [link]
Y. Kim, D. M. Thierry, L. T. Biegler, Serial advanced-multi-step nonlinear model predictive control using an extended sensitivity method, Journal of Process Control, 2020. [link]
Y. Kim, J. M. Lee, Model-based reinforcement learning for nonlinear optimal control with practical asymptotic stability guarantees, AIChE Journal, 2020. [link]
Y. Kim, T. Park, C. Jung, C. H. Kim, Y. W. Kim, J. M. Lee, Hybrid nonlinear model predictive control of LNT and urealess SCR aftertreatment system, IEEE Transactions on Control Systems Technology, 27(5), 2305-2313, 2019. [link]
Y. Kim, T. H. Oh, T. Park, J. M. Lee, Backstepping control integrated with Lyapunov-based model predictive control, Journal of Process Control, 73, 137-146, 2019. [link]
Y. Kim, T. Park, C. Jung, C. H. Kim, Y. W. Kim, J. M. Lee, Multi-objective optimal design of LNT and urealess SCR aftertreatment system under control algorithm, Industrial & Engineering Chemistry Research, 57(49), 16772-16781, 2018 (Selected as Supplementary Journal Cover). [link]
T. Park, H. Kwak, Y. Kim, J. M. Lee, Optimization of compression ratio in closed-loop CO2 liquefaction process, Korean Journal of Chemical Engineering, 35(11), 2150-2156, 2018. [link]
Y. Kim, S. J. Lee, T. Park, G. Lee, J. C. Suh, J. M. Lee, Robust leak detection and its localization using interval estimation for water distribution network, Computers & Chemical Engineering, 92, 1-17, 2016. [link]