Publications
2022
Jeong, D. H. (2022). Methanol Production Reactor Simulation and Optimization Under Kinetic Parameter Uncertainty Conditions. Chemical Engineering Research and Design, 185, 14-25
Son, S. H., Kim, J. W., Oh, T. H., Jeong, D. H., & Lee, J. M. (2022). Learning of model-plant mismatch map via neural network modeling and its application to offset-free model predictive control. Journal of Process Control, 115, 112-122.
Oh, T. H., Kim, J. W., Son, S. H., Jeong, D. H., & Lee, J. M. (2022). Multi-strategy control to extend the feasibility region for robust model predictive control. Journal of Process Control, 116, 25-33.
Kim, S., & Jeong, D. H. (2022). Techno-economic analysis of methanol and ammonia co-producing process using CO2 from blast furnace gas. Korean Journal of Chemical Engineering, 1-11.
Hoang, T. V. A., Nguyen, T. K. A., Dao, D. Q., Nguyen, P. A., Jeong, D. H., & Shin, E. W. (2022). Solvent Etching Process for Graphitic Carbon Nitride Photocatalysts Containing Platinum Cocatalyst: Effects of Water Hydrolysis on Photocatalytic Properties and Hydrogen Evolution Behaviors. Nanomaterials, 12(7), 1188.
2021
Jeong, D. H., & Realff, M. J. (2021). Modular monolith adsorbent systems for CO2 capture and its parameterized optimization. Chemical Engineering Research and Design, 176, 1-13.
Lee, H. J., Bae, J., Jeong, D. H., & Lee, J. M. (2021). Real-time synchronization with expected distribution of synchronized index for on-line monitoring of uneven multiphase batch process. Computers & Chemical Engineering, 154, 107490.
Lee, H., Kim, C., Jeong, D. H., & Lee, J. M. (2021). Data-driven fault detection for chemical processes using autoencoder with data augmentation. Korean Journal of Chemical Engineering, 38(12), 2406-2422.
2020
Jeong, D. H. (2020). Weighted similarity based just-in-time model predictive control for batch trajectory tracking. Chemical Engineering Research and Design, 162, 137-148.
Jeong, D. H., & Lee, J. M. (2020). Ensemble learning based latent variable model predictive control for batch trajectory tracking under concept drift. Computers & Chemical Engineering, 139, 106875.
Kim, J. W., Oh, T. H., Son, S. H., Jeong, D. H., & Lee, J. M. (2020). Convergence analysis of the deep neural networks based globalized dual heuristic programming. Automatica, 122, 109222.
Bae, J., Lee, H. J., Jeong, D. H., & Lee, J. M. (2020). Construction of a valid domain for a hybrid model and its application to dynamic optimization with controlled exploration. Industrial & Engineering Chemistry Research, 59(37), 16380-16395.
Bae, J., Jeong, D. H., & Lee, J. M. (2020). Ranking-based parameter subset selection for nonlinear dynamics with stochastic disturbances under limited data. Industrial & Engineering Chemistry Research, 59(50), 21854-21868.
2018
Jeong, D. H., Kim, J. H., & Lee, J. M. (2018). Metabolism‐Combined Growth Model Construction and Its Application to Optimal Bioreactor Operation. Emerging Areas in Bioengineering, 2, 761-769.
Jeong, D. H., & Lee, J. M. (2018). Enhancement of modifier adaptation scheme via feedforward decision maker using historical disturbance data and deep machine learning. Computers & Chemical Engineering, 108, 31-46.
Jeong, D. H., Lee, C. J., & Lee, J. M. (2018). Experimental gradient estimation of multivariable systems with correlation by various regression methods and its application to modifier adaptation. Journal of Process Control, 70, 65-79.
2016
Yoo, S. J., Jeong, D. H., Kim, J. H., & Lee, J. M. (2016). Optimization of microalgal photobioreactor system using model predictive control with experimental validation. Bioprocess and biosystems engineering, 39(8), 1235-1246.
Jeong, D. H., Yoo, S. J., Kim, J. H., & Lee, J. M. (2016). Computationally efficient dynamic simulation of cellular kinetics via explicit solution of flux balance analysis: xDFBA modelling and its biochemical process applications. Chemical Engineering Research and Design, 113, 85-95.
Son, S. H., Jeong, D. H., Ryu, H. W., Han, J. J., & Lee, J. M. (2016). Fundamental Modeling and Experimental Investigation of a Polymer Washing Batch Process. Journal of Chemical Engineering of Japan, 49(8), 785-792.
2015
Yoo, S. J., Jung, D. H., Kim, J. H., & Lee, J. M. (2015). A comparative study of soft sensor design for lipid estimation of microalgal photobioreactor system with experimental validation. Bioresource Technology, 179, 275-283.
2013
Oh, S. K., Yoo, S. J., Jeong, D. H., & Lee, J. M. (2013). Real-time estimation of glucose concentration in algae cultivation system using Raman spectroscopy. Bioresource technology, 142, 131-137.