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Jiyoung Moon
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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
602022
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
472022
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
332021
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
182021
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
142021
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
142021
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
132022
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
102022
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
62020
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
42023
Mixed Reality-based chemical reactor visualization
DQ Gbadago, J Moon, S Hwang
IFAC-PapersOnLine 55 (7), 580-585, 2022
32022
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
22022
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
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