Evaluation of a combined MHE-NMPC approach to handle plant-model mismatch in a rotary tablet press YS Huang, MZ Sheriff, S Bachawala, M Gonzalez, ZK Nagy, GV Reklaitis Processes 9 (9), 1612, 2021 | 19 | 2021 |
Real-time monitoring of powder mass flowrates for plant-wide control of a continuous direct compaction tablet manufacturing process YS Huang, S Medina-González, B Straiton, J Keller, Q Marashdeh, ... Journal of pharmaceutical sciences 111 (1), 69-81, 2022 | 11 | 2022 |
Properties of single-walled aluminosilicate nanotube/poly (vinyl alcohol) aqueous dispersions CY Su, AC Yang, JS Jiang, ZH Yang, YS Huang, DY Kang, CC Hua The Journal of Physical Chemistry B 122 (1), 380-391, 2018 | 11 | 2018 |
Developing a virtual flowability sensor for monitoring a pharmaceutical dry granulation line RB Lagare, YS Huang, COJ Bush, KL Young, ACA Rosario, M Gonzalez, ... Journal of Pharmaceutical Sciences, 2023 | 6 | 2023 |
An integrated data management and informatics framework for continuous drug product manufacturing processes: A case study on two pilot plants Y Chen, C Sampat, YS Huang, S Ganesh, R Singh, R Ramachandran, ... International Journal of Pharmaceutics 642, 123086, 2023 | 5 | 2023 |
Application of MHE-based NMPC on a Rotary Tablet Press under Plant-Model Mismatch YS Huang, MZ Sheriff, S Bachawala, M Gonzalez, ZK Nagy, GV Reklaitis Computer Aided Chemical Engineering 49, 2149-2154, 2022 | 5 | 2022 |
Development of a virtual sensor for real-time prediction of granule flow properties RB Lagare, MA da Conceicao, ACA Rosario, KL Young, YS Huang, ... Computer Aided Chemical Engineering 51, 1081-1086, 2022 | 4 | 2022 |
Hybrid model development and nonlinear model predictive control implementation for continuous dry granulation process YS Huang, RB Lagare, P Bailey, D Sixon, M Gonzalez, ZK Nagy, ... Computers & Chemical Engineering 183, 108586, 2024 | 3 | 2024 |
A Machine Learning-assisted Hybrid Model to Predict Ribbon Solid Fraction, Granule Size Distribution and Throughput in a Dry Granulation Process YS Huang, D Sixon, P Bailey, RB Lagare, M Gonzalez, ZK Nagy, ... Computer Aided Chemical Engineering 52, 813-818, 2023 | 2 | 2023 |
A Hierarchical Approach to Monitoring Control Performance and Plant-Model Mismatch MZ Sheriff, YS Huang, S Bachawala, M Gonzelez, ZK Nagy, GV Reklaitis Computer Aided Chemical Engineering 51, 1087-1092, 2022 | 1 | 2022 |
A NMPC Strategy Applied to a Continuous Direct Compaction Tablet Manufacturing. S Medina-González, YS Huang, S Bachawala, Y Bommireddy, ... 2020 Virtual AIChE Annual Meeting, 2020 | 1 | 2020 |
Semicontinuous Blending of Pharmaceutical Ingredients and the Impact of Process Parameters on the Blending Performance of an Integrated Feeder Blender Operating Semicontinuously S Kumar, YS Huang, Z Nagy, GV Reklaitis, M Gonzalez, P Mort Advances in Materials Science and Engineering 2024 (1), 8816672, 2024 | | 2024 |
Multi-Parametric Model Predictive Control Strategies for a Rotary Tablet Press in Pharmaceutical Industry I Nascu, NA Diangelakis, YS Huang, ZK Nagy, I Birs, I Nascu 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2023 | | 2023 |
Digital Twin Development and Advanced Process Control for Continuous Pharmaceutical Manufacturing YS Huang Purdue University Graduate School, 2023 | | 2023 |
Hybrid Machine Learning Assisted Model Predictive Control of a Continuous Dry Granulation Tableting Line YS Huang, R Lagare, S Bachawala, M Gonzalez, Z Nagy, G Reklaitis 2022 AIChE Annual Meeting, 2022 | | 2022 |
A Knowledge-Guided Framework for the Effective Application of Machine Learning Models in the Development of Condition Monitoring Systems. R Lagare, YS Huang, Z Nagy, G Reklaitis 2022 AIChE Annual Meeting, 2022 | | 2022 |
A General Strategy for Quantification of the Uncertainty on a Hybrid Model’s Uncertainty Estimates F Rossi, YS Huang, S Kumar, R Lagare, L Mockus, G Reklaitis 2021 AIChE Annual Meeting, 2021 | | 2021 |
Adaptive Nonlinear Model Predictive Control of a Continuous Direct Compaction Tablet Manufacturing Process YS Huang, MZ Sheriff, S Bachawala, M Gonzalez, Z Nagy, G Reklaitis 2021 AIChE Annual Meeting, 2021 | | 2021 |
Continuous Direct Compaction Tablet Manufacturing Characterization Using Data-Reconciliation and Residence Time Distribution Functions S Medina-González, YS Huang, S Bachawala, Y Bommireaddy, ... 2020 Virtual AIChE Annual Meeting, 2020 | | 2020 |
Investigation of Electric Capacitance-Based and X-Ray-Based Sensors for Real-Time Mass Flow Rate Monitoring in Continuous Tablet Manufacturing YS Huang, S Ganesh, Q Marashdeh, C Zuccarelli, Z Nagy, G Reklaitis 2019 AIChE Annual Meeting, 2019 | | 2019 |