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 | 60 | 2022 |
Model predictive control of Lithium-ion batteries: Development of optimal charging profile for reduced intracycle capacity fade using an enhanced single particle model (SPM … G Hwang, N Sitapure, J Moon, H Lee, S Hwang, JSI Kwon Chemical Engineering Journal 435, 134768, 2022 | 47 | 2022 |
A unified framework for the mathematical modelling, predictive analysis, and optimization of reaction systems using computational fluid dynamics, deep neural network and … DQ Gbadago, J Moon, M Kim, S Hwang Chemical Engineering Journal 409, 128163, 2021 | 33 | 2021 |
Estimation of microstructural properties of wormlike micelles via a multi-scale multi-recommendation batch bayesian optimization S Pahari, J Moon, M Akbulut, S Hwang, JSI Kwon Industrial & Engineering Chemistry Research 60 (43), 15669-15678, 2021 | 18 | 2021 |
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 | 14 | 2021 |
Model predictive control for wormlike micelles (WLMs): Application to a system of CTAB and NaCl S Pahari, J Moon, M Akbulut, S Hwang, JSI Kwon Chemical Engineering Research and Design 174, 30-41, 2021 | 14 | 2021 |
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 | 13 | 2022 |
Software platform for high-fidelity-data-based artificial neural network modeling and process optimization in chemical engineering J Moon, DQ Gbadago, G Hwang, D Lee, S Hwang Computers & Chemical Engineering 158, 107637, 2022 | 10 | 2022 |
3-D multi-tubular reactor model development for the oxidative dehydrogenation of butene to 1, 3-butadiene J Moon, DQ Gbadago, S Hwang ChemEngineering 4 (3), 46, 2020 | 6 | 2020 |
Exploring advanced process equipment visualization as a step towards digital twins development in the chemical industry: A CFD-DNN approach DQ Gbadago, J Moon, S Hwang Korean Journal of Chemical Engineering 40 (1), 37-45, 2023 | 4 | 2023 |
Mixed Reality-based chemical reactor visualization DQ Gbadago, J Moon, S Hwang IFAC-PapersOnLine 55 (7), 580-585, 2022 | 3 | 2022 |
Development of a soft sensor to estimate the rheological properties of self-assembled systems: application to wormlike micelles (WLMs) S Pahari, J Moon, M Akbulut, S Hwang, JSI Kwon IFAC-PapersOnLine 55 (7), 940-945, 2022 | 2 | 2022 |
Mitigation of intra-cycle mechano-chemical degradation-based capacity fade in Lithium-ion batteries: Application of a model predictive controller G Hwang, N Sitapure, J Moon, S Hwang, JSI Kwon 2022 American Control Conference (ACC), 5282-5287, 2022 | | 2022 |
Development of Koopman-Based Model Predictive Control with Multimodel Approach to Handle Local Dynamics of Chemical Processes in Presence of Feed Fluctuation SH Son, HK Choi, J Moon, J Kwon 2021 AIChE Annual Meeting, 2021 | | 2021 |
Offset-Free Koopman-Based Model Predictive Control of a Batch Pulp Digester SH Son, HK Choi, J Moon, J Kwon 2021 AIChE Annual Meeting, 2021 | | 2021 |
An Integrated Prediction and Process Optimization Software Platform for Highly Efficient Neural Network Development in Chemical Engineering and Related Fields DQ Gbadago, J Moon, S Hwang 2021 AIChE Annual Meeting, 2021 | | 2021 |
Application of Model Predictive Control to Wormlike Micelles Production: A Case Study of CTAB and NaCl S Pahari, J Moon, S Hwang, M Akbulut, J Kwon 2021 AIChE Annual Meeting, 2021 | | 2021 |
Cooling effects of different molten salts and tube diameters on the performance of chemical reactors using butadiene synthesis as a case study J Moon, DQ Gbadago, M Kim, S Hwang Applied Thermal Engineering 187, 116584, 2021 | | 2021 |