| Hybrid Koopman model predictive control of nonlinear systems using multiple EDMD models: An application to a batch pulp digester with feed fluctuation SH Son, HK Choi, J Moon, JSI Kwon Control Engineering Practice 118, 104956, 2022 | 49 | 2022 |
| Data-driven feedback stabilisation of nonlinear systems: Koopman-based model predictive control A Narasingam, SH Son, JSI Kwon International Journal of Control 96 (3), 770-781, 2023 | 48 | 2023 |
| Multiscale modeling and control of pulp digester under fiber-to-fiber heterogeneity SH Son, HK Choi, JSI Kwon Computers & Chemical Engineering 143, 107117, 2020 | 40 | 2020 |
| Application of offset‐free Koopman‐based model predictive control to a batch pulp digester SH Son, HK Choi, JSI Kwon AIChE Journal 67 (9), e17301, 2021 | 36 | 2021 |
| Handling plant-model mismatch in Koopman Lyapunov-based model predictive control via offset-free control framework SH Son, A Narasingam, JSI Kwon arXiv preprint arXiv:2010.07239, 2020 | 31 | 2020 |
| Inferential model predictive control of continuous pulping under grade transition HK Choi, SH Son, J Sang-Il Kwon Industrial & Engineering Chemistry Research 60 (9), 3699-3710, 2021 | 25 | 2021 |
| Move blocked model predictive control with improved optimality using semi-explicit approach for applying time-varying blocking structure SH Son, TH Oh, JW Kim, JM Lee Journal of Process Control 92, 50-61, 2020 | 22 | 2020 |
| Automatic control of simulated moving bed process with deep Q-network TH Oh, JW Kim, SH Son, H Kim, K Lee, JM Lee Journal of Chromatography A 1647, 462073, 2021 | 19 | 2021 |
| Dynamic modeling and offset-free predictive control of LNG tank YP Jo, MSF Bangi, SH Son, JSI Kwon, SW Hwang Fuel 285, 119074, 2021 | 18 | 2021 |
| Move blocked model predictive control with guaranteed stability and improved optimality using linear interpolation of base sequences SH Son, BJ Park, TH Oh, JW Kim, JM Lee International Journal of Control 94 (11), 3213-3225, 2021 | 17 | 2021 |
| Development of offset-free Koopman Lyapunov-based model predictive control and mathematical analysis for zero steady-state offset condition considering influence of Lyapunov … SH Son, A Narasingam, JSI Kwon Journal of Process Control 118, 26-36, 2022 | 16 | 2022 |
| A closed-loop integration of scheduling and control for hydraulic fracturing using offset-free model predictive control K Cao, SH Son, J Moon, JSI Kwon Applied Energy 302, 117487, 2021 | 15 | 2021 |
| Learning of model-plant mismatch map via neural network modeling and its application to offset-free model predictive control SH Son, JW Kim, TH Oh, DH Jeong, JM Lee Journal of Process Control 115, 112-122, 2022 | 14 | 2022 |
| Multiscale modeling of fiber deformation: Application to a batch pulp digester for model predictive control of fiber strength J Jung, HK Choi, SH Son, JSI Kwon, JH Lee Computers & Chemical Engineering 158, 107640, 2022 | 11 | 2022 |
| Dynamic modeling and predictive control of boil-off gas generation during LNG loading K Shin, S Son, J Moon, Y Jo, JSII Kwon, S Hwang Computers & Chemical Engineering 160, 107698, 2022 | 10 | 2022 |
| Convergence analysis of the deep neural networks based globalized dual heuristic programming JW Kim, TH Oh, SH Son, DH Jeong, JM Lee Automatica 122, 109222, 2020 | 8 | 2020 |
| Multi-strategy control to extend the feasibility region for robust model predictive control TH Oh, JW Kim, SH Son, DH Jeong, JM Lee Journal of Process Control 116, 25-33, 2022 | 6 | 2022 |
| Idle speed control with low-complexity offset-free explicit model predictive control in presence of system delay SH Son, SK Oh, BJ Park, MJ Song, JM Lee Control Engineering Practice 119, 104990, 2022 | 6 | 2022 |
| Integration of offset-free control framework with Koopman Lyapunov-based model predictive control SH Son, A Narasingam, JSI Kwon 2021 American Control Conference (ACC), 2818-2823, 2021 | 4 | 2021 |
| Modeling of the polymerization of linear monomers in the presence of multifunctional units SH Son, JJ Han, JM Lee Polymer 126, 74-86, 2017 | 4 | 2017 |
Joseph Sang-Il KwonKenneth R. Hall Associate Professor, Artie McFerrin Department of Chemical Engineering, TAMUVerified email at tamu.edu
