Jong Min Lee

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 16

Top Topics

Interval Estimation

Subset Selection

Predictive Control

Top Venues

Comput. Chem. Eng.

IEEE Trans. Control. Syst. Technol.

Publications

Nathan P. Lawrence, Seshu Kumar Damarla, Jong Woo Kim, Aditya Tulsyan, Faraz Amjad, Kai Wang, Benoît Chachuat, Jong Min Lee, Biao Huang, R. Bhushan Gopaluni
Machine learning for industrial sensing and control: A survey and practical perspective. CoRR (2024)
Kyoungmin Lee, Jong Min Lee
Optimization of Fischer-Tropsch microchannel reactor using computational fluid dynamics and enveloped Bayesian optimization. Comput. Chem. Eng. 185 (2024)
Jae Jung Urm, Jae Hwan Choi, Chan Kim, Jong Min Lee
Techno-economic analysis and process optimization of a PET chemical recycling process based on Bayesian optimization. Comput. Chem. Eng. 179 (2023)
Jong Woo Kim, Tae Hoon Oh, Sang Hwan Son, Jong Min Lee
Primal-dual differential dynamic programming: A model-based reinforcement learning for constrained dynamic optimization. Comput. Chem. Eng. 167 (2022)
Damdae Park, Sangwon Ryu, Gon-Ho Kim, Jong Min Lee
Sparse Bayesian long short-term memory networks for computationally efficient stochastic modeling of plasma etch processes. Comput. Chem. Eng. 159 (2022)
R. Bhushan Gopaluni, Aditya Tulsyan, Benoît Chachuat, Biao Huang, Jong Min Lee, Faraz Amjad, Seshu Kumar Damarla, Jong Woo Kim, Nathan P. Lawrence
Modern Machine Learning Tools for Monitoring and Control of Industrial Processes: A Survey. CoRR (2022)
Jong Woo Kim, Byung Jun Park, Tae Hoon Oh, Jong Min Lee
Model-based reinforcement learning and predictive control for two-stage optimal control of fed-batch bioreactor. Comput. Chem. Eng. 154 (2021)
Hodong Lee, Changsoo Kim, Sanha Lim, Jong Min Lee
Data-driven fault diagnosis for chemical processes using transfer entropy and graphical lasso. Comput. Chem. Eng. 142 (2020)
Yeonsoo Kim, Taekyoon Park, Changho Jung, ChangHwan Kim, Yong Wha Kim, Jong Min Lee
Hybrid Nonlinear Model Predictive Control of LNT and Urealess SCR Aftertreatment System. IEEE Trans. Control. Syst. Technol. 27 (5) (2019)
Jung Hun Kim, Jong Min Lee
Efficient online model-based design of experiments via parameter subset selection for batch dynamical systems. Comput. Chem. Eng. 121 (2019)
Won Je Lee, Jonggeol Na, Kyeongsu Kim, Chul-Jin Lee, Young-Geun Lee, Jong Min Lee
NARX modeling for real-time optimization of air and gas compression systems in chemical processes. Comput. Chem. Eng. 115 (2018)
Jong Woo Kim, Go Bong Choi, Jong Min Lee
A POMDP framework for integrated scheduling of infrastructure maintenance and inspection. Comput. Chem. Eng. 112 (2018)
Seongeon Park, Jonggeol Na, Minjun Kim, Jong Min Lee
Multi-objective Bayesian optimization of chemical reactor design using computational fluid dynamics. Comput. Chem. Eng. 119 (2018)
Se-Kyu Oh, Byung Jun Park, Jong Min Lee
Point-to-point iterative learning model predictive control. Autom. 89 (2018)
Yeonsoo Kim, Shin Je Lee, Taekyoon Park, Gibaek Lee, Jung Chul Suh, Jong Min Lee
Robust leak detection and its localization using interval estimation for water distribution network. Comput. Chem. Eng. 92 (2016)
Se-Kyu Oh, Jong Min Lee
Iterative learning model predictive control for constrained multivariable control of batch processes. Comput. Chem. Eng. 93 (2016)
Yu Yang, Jong Min Lee
A tighter cut generation strategy for acceleration of Benders decomposition. Comput. Chem. Eng. 44 (2012)
Yu Yang, Jong Min Lee
Probabilistic modeling and dynamic optimization for performance improvement and risk management of plant-wide operation. Comput. Chem. Eng. 34 (4) (2010)
Jong Min Lee, Erwin P. Gianchandani, James A. Eddy, Jason A. Papin
Dynamic Analysis of Integrated Signaling, Metabolic, and Regulatory Networks. PLoS Comput. Biol. 4 (5) (2008)
Jong Min Lee, Erwin P. Gianchandani, Jason A. Papin
Flux balance analysis in the era of metabolomics. Briefings Bioinform. 7 (2) (2006)
Jay H. Lee, Jong Min Lee
Approximate dynamic programming based approach to process control and scheduling. Comput. Chem. Eng. 30 (10-12) (2006)
Jong Min Lee, Jay H. Lee
Approximate dynamic programming-based approaches for input-output data-driven control of nonlinear processes. Autom. 41 (7) (2005)
Thidarat Tosukhowong, Jong Min Lee, Jay H. Lee, Joseph Lu
An introduction to a dynamic plant-wide optimization strategy for an integrated plant. Comput. Chem. Eng. 29 (1) (2004)