2020년, 서울대학교, 화학생물공학, 공학박사

2016년, 서울대학교, 화학생물공학, 공학석사

부산대학교 화공생명공학부, 조교수 (2021.9-현재)

미국 Texas A&M University, 박사후연구원 (2020-2021)

17. Narasingam A.*, Son, S. H.*, & Kwon J. S.-I. (2022). “Data-driven feedback stabilisation of nonlinear systems: Koopman-based model predictive control.” International Journal of Control, in press.

16. Shin, K., Son, S., Moon, J., Jo, Y., Kwon, J. S. I., & Hwang, S. (2022). Dynamic modeling and predictive control of boil-off gas generation during LNG loading. Computers & Chemical Engineering, 160, 107698.

15. Jung, J., Choi, H. K., Son, S. H., Kwon, J. S. I., & Lee, J. H. (2022). Multiscale modeling of fiber deformation: application to a batch pulp digester for model predictive control of fiber strength. Computers & Chemical Engineering, 107640.

14. Son, S. H., Oh, S.-K., Park, B. J., Song, M. J., & Lee, J. M. (2022). “Idle speed control with low-complexity offset-free explicit model predictive control in presence of system delay.”, Control Engineering Practice, 119, 104990.

13. Son, S. H., Choi, H. K., Moon, J., & Kwon, J. S. I. (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.

12. Cao, K., Son, S. H., Moon, J.-Y., & Kwon, J. S.-I (2021). “A closed-loop integration of scheduling and control for hydraulic fracturing using offset-free model predictive control.”  Applied Energy, 302, 117487.

11. Son, S. H., Park, B. J., Oh, T. H., Kim, J. W., & Lee, J. M. (2021). “Move blocked model predictive control with guaranteed stability and improved optimality using linear interpolation of base sequences.” International Journal of Control, 1-13.

10. Son, S. H., Choi, H. K., & Kwon, J. S.-I. (2021). “Application of offset-free Koopman-based model predictive control to a batch pulp digester.”AIChE Journal, e17301.

9. Oh, T. H., Kim, J. W., Son, S. H., Kim, H.-S., Lee, K.-M., & Lee, J. M. (2021). “Automatic Control of Simulated Moving Bed Process with Deep Q-Network”, Journal of Chromatography A, 1647, 462073.

8. Choi, H.-K. Son, S. H., & Kwon J. S.-I. (2021). “Inferential model predictive control of continuous pulping under grade transition.” Industrial & Engineering Chemistry Research, 60(9), 3699?3710.

7. Jo, Y. P., Bangi, M. S. F., Son, S. H., Kwon, J. S.-I., & Hwang, S. W. (2021). “Dynamic modeling and offset-free predictive control of LNG tank.” Fuel, 285, 119074.

6. Son, S. H., Choi, H. K., & Kwon, J. S.-I. (2020). “Multiscale modeling and control of pulp digester under fiber-to-fiber heterogeneity.” Computers & Chemical Engineering, 143, 107117.

5. 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.

4. Son, S. H., Oh, T. H., Kim, J. W., & Lee, J. M. (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.

3. Ryu, H., Son, S. H., & Lee, J. M. (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.

2. Son, S. H., Han, J. J., & Lee, J. M. (2017). “Modeling of the polymerization of linear monomers in the presence of multifunctional units.” Polymer, 126, 74-86.

1. 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.

13. Son, S. H. (Speaker), “Model-plant mismatch learning-based offset-free model predictive control.” KIChE spring meeting, Jeju, Korea, April 20-23, 2022.

12. Son, S. H. (Speaker), “Application of multi-scale modeling and predictive control to a batch delignification process.” KSCT spring meeting, Busan, Korea, March 23-25, 2022.

11. Son, S. H. (Speaker), “Combination of data driven and model based control approach based on offset-free model predictive control framework.” KSIEC Busan Ulsan Gyeongnam Branch meeting, Busan, Korea, December 13, 2021.

10. Son, S. H. (Speaker), Choi, H.-K, Moon, J., & Kwon, J. S.-I., “Development of Koopman-based Model Predictive Control with Multimodel Approach to handle Local Dynamics of Chemical Processes in presence of Feed Fluctuation.” AIChE annual meeting, Virtual, USA, November 8-12, 2021.

9. Son, S. H. (Speaker), Choi, H.-K, Moon, J., & Kwon, J. S.-I., “Offset-free Koopman-based Model Predictive Control of a Batch Pulp Digester.” AIChE annual meeting, Virtual, USA, November 8-12, 2021.

8. Son, S. H. (Speaker), Choi, H.-K, Moon, J., & Kwon, J. S.-I., “Application of learning-based offset-free model predictive control to environmental grade transition of pulping process.” Applied Energy Symposium: MIT A+B, Virtual, USA, August 11-13, 2021.

7. Son, S. H. (Speaker), Narasingam, A., & Kwon, J. S.-I., “An offset-free control framework for Koopman Lyapunov-based model predictive control.” AIChE annual meeting, Virtual, USA, November 16-20, 2020.

6. Son, S. H. (Speaker), Choi, H.-K, & Kwon, J. S.-I., “Handling fiber-to-fiber heterogeneity in pulp and paper industry via stochastic multiscale modeling and model predictive control.” AIChE annual meeting, Virtual, USA, November 16-20, 2020.

5. Son, S. H. (Speaker) & Lee, J. M., “Model-plant mismatch learning offset-free model predictive control.” 19th International Conference on Control Automation and Systems (ICCAS), Jeju, Korea, October 15-18, 2019.

4. Son, S. H. (Speaker) & Lee, J. M., “Improved move blocking strategy for computationally efficient MPC.” AIChE annual meeting, Pittsburgh, PA, USA, October 28- November 2, 2018.

3. Son, S. H. (Poster), Jeong, D. H., & Lee, J. M., “Fundamental modeling and experimental investigation of polymer washing process.” 11th IFAC Symposium on Dynamics and Control of Process Systems including Biosystems (DYCOPS-CAB), Trondheim, Norway, June 6-8, 2016.

2. Son, S. H. (Speaker), Jeong, D. H., & Lee, J. M., “A fundamental model of polymer washing batch process.” KIChE fall meeting, Ilsan, Korea, October 21-23, 2015.

1. Son, S. H. (Poster), Jeong, D. H., & Lee, J. M., “Fundamental modeling, estimation and validation of polymer washing process in batch system.” KIChE spring meeting, Jeju, Korea, April 26-28, 2015.