2024
32. Ji Hun Kim, Minji Kim, Ji In Yoo, Minsoo Kim, Eunseo Kim, Jung Rae Kim, Sang Hwan Son* (2024). Multi-scale modeling of bioelectrochemical system considering biofilm growth on carbon fiber electrode. (In preparation)
31. Minji Kim, Ji Hun Kim, Ji In Yoo, Minsoo Kim, Eunseo Kim, Jung Rae Kim, Sang Hwan Son* (2024). Fundamental modeling of microbial electrosynthesis system to convert CO2 into acetate considering biofilm growth inside porous electrode. (In preparation)
30. Somang Shin, Suyeon Lee, Sang Hwan Son* (2024). Unsteady-state modeling of naphtha pyrolysis process considering coke formation. (In preparation)
29. Huiwon Lee, Yonghyun Lee, Shikyung Yoon, Sang Hwan Son* (2024). Mathematical modeling of fluidized bed reactor for hydrogen-based iron making. (In preparation)
28. Suyeon Lee, Yonghyun Lee, Sang Hwan Son* (2024). Fundamental modeling and optimization of a naphtha cracking furnace considering carbon tax for economically feasible CO2 emissions reduction. (In preparation)
27. Yonghyun Lee†, Jaehun Choi†, Hyoung-il Kim, Jungho Jae, Jung Rae Kim, Sang Hwan Son* (2024). Modeling and optimization of a trickle bed reactor with quench zones for hydrotreatment of non-edible vegetable oil. († These authors contributed equally) (under review)
26. Wonhyeok Choi, Sang Hwan Son*, Jong Min Lee* (2024). Moving Horizon DisturbanceEstimator Based Offset-free Model Predictive Control. (Under review)
25. Ji Hun Kim, Yonghyun Lee, Sang Hwan Son* (2024). Multi-objective optimization of a light olefin production process via CO2 hydrogenation considering yield and energy efficiency. (Under review)
24. Eunseo Kim, Minsoo Kim, Shuwei Li, Young Eun Song, Nagesh Maile, Min Jang, Sang Hwan Son, Jungho Jae, Hyoung-il Kim, Jung Rae Kim* (2024). Electrodeposited polyaniline on graphite felt (PANI/GF) improves start-up time and acetate productivity of microbial electrosynthesis cell. Journal of Power Sources, 612, 234776. https://doi.org/10.1016/j.jpowsour.2024.234776
23. Do-Yeon Lee, Zeeshan Haider, Siva Kumar Krishnan, Thamaraiselvi Kanagaraj, Sang Hwan Son, Jungho Jae, Jung Rae Kim, Paskalis Sahaya Murphin Kumar, Hyoung-il Kim* (2024). Oxygen-enriched carbon quantum dots from coffee waste: Extremely active organic photocatalyst for sustainable solar-to-H2O2 conversion. Chemosphere, 361, 142330. https://doi.org/10.1016/j.chemosphere.2024.142330
22. Shuwei Li, Minsoo Kim, Young Eun Song, Sang Hwan Son, Hyoung-il Kim, Jungho Jae, Qun Yan, Qiang Fei, Jung Rae Kim* (2024). Housing of electrosynthetic biofilms using a roll-up carbon veil electrode increases CO2 conversion and faradaic efficiency in microbial electrosynthesis cells. Bioresource Technology, 393, 130157. https://doi.org/10.1016/j.biortech.2023.130157
2023
21. Abhinav Narasingam†, Sang Hwan Son†, Joseph Sang-Il Kwon* (2023). “Data-driven feedback stabilisation of nonlinear systems: Koopman-based model predictive control.” International Journal of Control, 96(3), 770-781. († These authors contributed equally). https://doi.org/10.1080/00207179.2021.2013541
2022
20. Jong Woo Kim, Tae Hoon Oh, Sang Hwan Son, Jong Min Lee* (2022). Primal–dual differential dynamic programming: A model-based reinforcement learning for constrained dynamic optimization. Computers & Chemical Engineering, 167, 108004. https://doi.org/10.1016/j.compchemeng.2022.108004
19. Sang Hwan Son, Abhinav Narasingam, Joseph Sang-Il Kwon* (2022). Development of offset-free Koopman Lyapunov-based model predictive control and mathematical analysis for zero steady-state offset condition considering influence of Lyapunov constraints on equilibrium point. Journal of Process Control, 118, 26-36. https://doi.org/10.1016/j.jprocont.2022.08.005
18. Tae Hoon Oh, Jong Woo Kim, Sang Hwan Son, Dong Hwi Jeong, Jong Min Lee* (2022). Multi-strategy control to extend the feasibility region for robust model predictive control. Journal of Process Control, 116, 25-33. https://doi.org/10.1016/j.jprocont.2022.05.011
17. Sang Hwan Son, Jong Woo Kim, Tae Hoon Oh, Dong Hwi Jeong, Jong Min Lee* (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. https://doi.org/10.1016/j.jprocont.2022.04.014
16. Kyeongseok Shin, Sang Hwan Son, Jiyoung Moon, Yeonpyeong Jo, Joseph Sang-II Kwon*, Sungwon Hwang* (2022). “Dynamic modeling and predictive control of boil-off gas generation during LNG loading.” Computers & Chemical Engineering, 160, 107698. https://doi.org/10.1016/j.compchemeng.2022.107698
15. Juyeong Jung, Hyun-Kyu Choi, Sang Hwan Son, Joseph Sang-Il Kwon*, Jay H Lee* (2022). “Multiscale modeling of fiber deformation: application to a batch pulp digester for model predictive control of fiber strength.” Computers & Chemical Engineering, 158, 107640. https://doi.org/10.1016/j.compchemeng.2021.107640
14. Sang Hwan Son, Se-Kyu Oh, Byung Jun Park, Min Jun Song, Jong Min Lee* (2022). “Idle speed control with low-complexity offset-free explicit model predictive control in presence of system delay.”, Control Engineering Practice, 119, 104990. https://doi.org/10.1016/j.conengprac.2021.104990
13. Sang Hwan Son, Hyun-Kyu Choi, Jiyoung Moon, Joseph Sang-Il Kwon* (2022). “Hybrid Koopman model predictive control of nonlinear systems using multiple EDMD models: An application to a batch pulp digester with feed fluctuation.” Control Engineering Practice, 118, 104956. https://doi.org/10.1016/j.conengprac.2021.104956
2021
12. Kaiyu Cao, Sang Hwan Son, Jiyoung Moon, Joseph Sang-Il Kwon* (2021). “A closed-loop integration of scheduling and control for hydraulic fracturing using offset-free model predictive control.” Applied Energy, 302, 117487. https://doi.org/10.1016/j.apenergy.2021.117487
11. Sang Hwan Son, Byung Jun Park, Tae Hoon Oh, Jong Woo Kim, Jong Min Lee* (2021). “Move blocked model predictive control with guaranteed stability and improved optimality using linear interpolation of base sequences.” International Journal of Control, 94(11), 3213-3225. https://doi.org/10.1080/00207179.2020.1755727
10. Sang Hwan Son, Hyun-Kyu Choi, Joseph Sang-Il Kwon* (2021). “Application of offset-free Koopman-based model predictive control to a batch pulp digester.” AIChE Journal, e17301. https://doi.org/10.1002/aic.17301
9. Tae Hoon Oh, Jong Woo Kim, Sang Hwan Son, Hosoo Kim, Kyungmoo Lee, Jong Min Lee* (2021). “Automatic Control of Simulated Moving Bed Process with Deep Q-Network”, Journal of Chromatography A, 1647, 462073. https://doi.org/10.1016/j.chroma.2021.462073
8. Hyun-Kyu Choi, Sang Hwan Son, Joseph Sang-Il Kwon* (2021). “Inferential model predictive control of continuous pulping under grade transition.” Industrial & Engineering Chemistry Research, 60(9), 3699–3710. https://doi.org/10.1021/acs.iecr.0c06216
7. Yeon-Pyeong Jo, Mohammed Saad Faizan Bangi, Sang Hwan Son, Joseph Sang-Il Kwon*, Sung-Won Hwang* (2021). “Dynamic modeling and offset-free predictive control of LNG tank.” Fuel, 285, 119074. https://doi.org/10.1016/j.fuel.2020.119074
~ 2020
6. Sang Hwan Son, Hyun-Kyu Choi, Joseph Sang-Il Kwon* (2020). “Multiscale modeling and control of pulp digester under fiber-to-fiber heterogeneity.” Computers & Chemical Engineering, 143, 107117. https://doi.org/10.1016/j.compchemeng.2020.107117
5. Jong Woo Kim, Tae Hoon Oh, Sang Hwan Son, Dong Hwi Jeong, Jong Min Lee* (2020). “Convergence analysis of the deep neural networks based globalized dual heuristic programming.” Automatica, 122, 109222. https://doi.org/10.1016/j.automatica.2020.109222
4. Sang Hwan Son, Tae Hoon Oh, Jong Woo Kim, Jong Min Lee* (2020). “Move blocked model predictive control with improved optimality using semi-explicit approach for applying time-varying blocking structure.” Journal of Process Control, 92, 50-61. https://doi.org/10.1016/j.jprocont.2020.04.002
3. Hyuncheol Ryu, Sang Hwan Son, Jong Min Lee* (2018). “Application of dividing wall column in silane off-gas recovery process: optimal design and control.” Journal of Chemical Engineering of Japan, 51(3), 253-263. https://doi.org/10.1252/jcej.16we386
2. Sang Hwan Son, Joong Jin Han, Jong Min Lee* (2017). “Modeling of the polymerization of linear monomers in the presence of multifunctional units.” Polymer, 126, 74-86. https://doi.org/10.1016/j.polymer.2017.08.011
1. Sang Hwan Son, Dong Hwi Jeong, Hyun Woog Ryu, Joong Jin Han, Jong Min Lee* (2016). “Fundamental modeling and experimental investigation of a polymer washing batch process.” Journal of Chemical Engineering of Japan, 49(8), 785-792. https://doi.org/10.1252/jcej.15we297