Peer-reviewed papers
Jay Hyung Lee – Google Scholar
Find the up-to-date papers in the above link.
2023
Shim, S. H., J. K. Choi, S. C. Lee, and J. H. Lee*, “Generalized Kientic Modeling Procedure for Cationic Polymerization and Its Application to Polyisobutylene,” AIChE Journal, https://doi.org/10.1002/aic.18036, 2023.
Chung, W. S., W. Jeong, J. S. Lee, J. H. Kim, K. S. Roh* and J. H. Lee*, “Electrification of CO2 conversion into chemicals and fuels: gaps and opportunities in process systems engineering,” Computers and Chemical Engineering, 170, 108106, https://doi.org/10.1016/j.compchemeng.2022.108106, 2023.
2022
Sohn, S, H. E. Byun, and J. H. Lee*, “Two-stage deep learning for on-line prediction of knee-point in Li-ion battery capacity degradation,” Applied Energy, 328, 120204, https://doi.org/10.1016/j.apenergy.2022.120204, 2022.
Yoon, Y.S., W. Jeong, J. Kim, M. Seok, J. Park, J. Bae, K. Lee and J. H. Lee*, “Development of Inferential Sensor and Real-Time Optimizer for a Vacuum Distillation Unit by Recurrent Neural Network Modeling of Time-Series Data,” Computers and Chemical Engineering, 168, 108039, https://doi.org/10.1016/j.compchemeng.2022.108039, 2022.
Byun, H. E., B. Kim and J. H. Lee*, “Multi-Step Lookahead Bayesian Optimization with Active Learning using Reinforcement Learning and Its Application to Data-Driven Batch-to-Batch Optimization,” Computers and Chem. Engr., 167, 107987, https://doi.org/10.1016/j.compchemeng.2022.107987, 2022.
Kim, S. H., H. Choi, Y. M. Jeong and J. H. Lee*, “Numerical Analysis of the Coupling Between Heat Transfer and Pyrolysis in Heat-Not-Burn Tobacco Using Computational Fluid Dynamics,” Korean Journal of Chemical Engineering, 39, 2907-2915, https://doi.org/10.1007/s11814-022-1272-3, 2022.
Choi, H.B., Kim, S. H., J. M. Bae, S. Katikaneni, A. Jamal, A Harale, S. Paglieri and J. H. Lee*, “CFD analysis and scale up of a baffled membrane reactor for hydrogen production by steam methane reforming,” Computers and Chem. Engr., 165, https://doi.org/10.1016/j.compchemeng.2022.107912, 2022.
Iftakher, A., D. A. Liñán, S. S. Mansouri, A. Nahid, M.M. F. Hasan, M. A. A. S. Choudhury, J. H. Lee and L. A. Ricardez-Sandoval*, “RD-Toolbox: A Computer Aided Toolbox for Integrated Design and Control of Reactive Distillation Processes,” Computers and Chemical Engineering, 164, 107869, https://doi.org/10.1016/j.compchemeng.2022.107869, 2022.
Lee, J., J. Jeong, K. Roh, S. Heo, U. Lee and J. H. Lee*, “Risk-based Uncertainty Assessment to Identify Key Sustainability Hurdles for Emerging CO2 Utilization Technologies,” Green Chemistry, https://doi.org/10.1039/D2GC00514J, 2022.
Yoo, H., V. M. Zavala, and J. H. Lee*, “A Dynamic Penalty Approach to State Constraint Handling in Deep Reinforcement Learning,” Journal of Process Control, 115, pp. 157-166, https://doi.org/10.1016/j.jprocont.2022.05.004, 2022.
Kang, S.W., M. J. Realff, Y. Yuan, R. Chance and J. H. Lee*, “Global Evaluation of Economics of Microalgae-based Biofuel Supply Chain Using GIS-based Framework,” Korean Journal of Chemical Engineering, 39(6), 1524-1541, https://doi.org/10.1007/s11814-021-1053-4, 2022.
Chung, W., H. Lim, J. S Lee, A. S. Al-Hunaidy, H. Imran, A. Jamal, K. S. Roh*, and J. H. Lee*, “Computer-aided identification and evaluation of technologies for sustainable carbon capture and utilization using a superstructure approach,” Journal of CO2 Utilization, 61, 102032, https://doi.org/10.1016/j.jcou.2022.102032, 2022.
Jung, J. Y., H. K. Choi, S. H. Son, J. S. Kwon* and J. H. Lee*, “Multiscale Modeling and Model Predictive Control of Fiber Deformation in a Batch Pulp Digester,” Computers and Chemical Engineering, 158, 107640, https://doi.org/10.1016/j.compchemeng.2021.107640, 2022.
Lee, J. S., K. H. Ryu and J. H. Lee*, “Optimal Design and Evaluation of Electrochemical CO2 Reduction System with Renewable Energy Generation Using Two-Stage Stochastic Programming Approach,” Journal of CO2 Utilization, 61, 102026, https://doi.org/10.1016/j.jcou.2022.102026, 2022.
2021
Yoo, H. E., H. E. Byeon, D. H. Han and J. H. Lee*, “Reinforcement Learning for Batch Process Control: Review and Perspectives,” Annual Reviews in Control, 52, pp. 108-119, https://doi.org/10.1016/j.arcontrol.2021.10.006, 2021.
Jung, H. W. S. M. Heo, and J. H. Lee*, “Model Predictive Control for Amine-based CO2 Capture Process with Advanced Flash Stripper,” Control Engineering Practice, 114, 104885, https://doi.org/10.1016/j.conengprac.2021.104885, 2021.
Kim, D.W., S.H. Choi, S.H. Jeong, S. P. Katikaneni, J.M. Bae, S.M. Heo* and J. H. Lee*, “Kinetic Modeling of Diesel Autothermal Reforming for Fuel Cell Auxiliary Power Units,” Chemical Engineering Journal, 424, 130564, https://doi.org/10.1016/j.cej.2021.130564, 2021.
Kim, S. H., J. H. Lee* and R. D. Braatz, “Multi-scale fluid dynamics simulation based on MP-PIC-PBE method for PMMA suspension polymerization,” Computers and Chemical Engineering, 152, 107391, https://doi.org/10.1016/j.compchemeng.2021.107391, 2021.
Lee, S. W., H. E. Byun, M. J. Cheon, J. H. Kim* and J. H. Lee*, “Machine Learning Based Discovery of Molecules, Crystals, and Composites: A Perspective Review,” Korean Journal of Chemical Engineering, 38(10) https://doi.org/10.1007/s11814-021-0869-2, 2021.
Lee, J. H. and J. H. Lee*, “Techno-economic & environmental feasibility of mineral carbonation technology for carbon neutrality: A Perspective,” Korean Journal of Chemical Engineering, 38(9), 1757-1767, https://doi.org/10.1007/s11814-021-0840-2, 2021.
Han, D.H. and J. H. Lee*, “Two-Stage Stochastic Programming Formulation for Optimal Design and Operation of Multi-Microgrid System Using Data-Based Modeling of Renewable Energy Sources,” Applied Energy, 291, 116830, https://doi.org/10.1016/j.apenergy.2021.116830, 2021.
Lee, J. S., W. Lee, K. H. Ryu, J. H. Park b, H. J. Lee, J. H. Lee*,K. T. Park* “Catholyte-free electroreduction of CO2 for sustainable production of CO: Concept, process development, techno-economic analysis, and CO2 reduction assessment,” Green Chemistry, 23, 2397, https://doi.org/10.1039/d0gc02969f, 2021.
Pistikopoulos*, E. N., A. Barbosa-Povoa, J. H Lee, R. Misener, A. Mitsos, G. V. Reklaitis, V Venkatasubramanian, F. You, and R Gani*, “Process Systems Engineering – The Generation Next?,” Computers and Chemical Engineering, 147, 107252, https://doi.org/10.1016/j.compchemeng.2021.107252, 2021.
Iftakher, A., S. S. Mansouri, A. Nahid, A. K. Tula, M. A. A. Shoukat Choudhury, Jay H. Lee, R. Gani*, “Integrated Design and Control of Reactive Distillation Processes Using the Driving Force Approach,” AIChE Journal, https://doi.org/10.1002/aic.17227, 2021.
Ga, S.B., S. W. Lee, G. H. Park, J. H. Kim, M. Realff and J. H. Lee*, “New Model for S-shaped Isotherm Data and Its Application to Process Modeling Using IAST,” Chemical Engineering Journal, 420, 127580, https://doi.org/10.1016/j.cej.2020.127580, 2021.
Yoo, H., B. Kim, J. K. Kim, and J. H. Lee*, “Reinforcement Learning Based Optimal Control of Batch Processes Using Monte-Carlo Deep Deterministic Policy Gradient with Phase Segmentation,” Computers and Chemical Engineering, 144, 107133, https://doi.org/10.1016/j.compchemeng.2020.107133, 2021.