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ORCIDJosé A. Romagnoli
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2020 – today
- 2024
[j30]Marta Mandis, Roberto Baratti, Jorge Chebeir, Stefania Tronci
, José A. Romagnoli:
Exploring nontraditional LSTM architectures for modeling demethanizer column operations. Comput. Chem. Eng. 183: 108591 (2024)- 2023
- [j29]Luis A. Briceno-Mena, Christopher G. Arges, José A. Romagnoli:
Machine learning-based surrogate models and transfer learning for derivative free optimization of HT-PEM fuel cells. Comput. Chem. Eng. 171: 108159 (2023) - [j28]Estelle E. Seghers, Luis A. Briceno-Mena, José A. Romagnoli:
Unsupervised learning: Local and global structure preservation in industrial data. Comput. Chem. Eng. 178: 108378 (2023) - 2021
- [j27]Santiago D. Salas, Lizbeth Contreras-Salas, Pamela Rubio-Dueñas, Jorge Chebeir, José A. Romagnoli:
A multi-objective evolutionary optimization framework for a natural gas liquids recovery unit. Comput. Chem. Eng. 151: 107363 (2021) - [j26]Luis A. Briceno-Mena, Gokul Venugopalan, José A. Romagnoli, Christopher G. Arges:
Machine learning for guiding high-temperature PEM fuel cells with greater power density. Patterns 2(2): 100187 (2021) - [c5]Yan Ma, Zhenyu Wang, Ivan Castillo, Ricardo R. Rendall, Rahul Bindlish, Brian Ashcraft, David Bentley, Michael G. Benton, José A. Romagnoli, Leo H. Chiang:
Reinforcement Learning-Based Fed-Batch Optimization with Reaction Surrogate Model. ACC 2021: 2581-2586 - [i1]Luis A. Briceno-Mena, Christopher G. Arges, José A. Romagnoli:
PEMNET: A Transfer Learning-based Modeling Approach of High-Temperature Polymer Electrolyte Membrane Electrochemical Systems. CoRR abs/2105.03057 (2021) - 2020
- [j25]Wenbo Zhu, Jorge Chebeir, José A. Romagnoli:
Operation optimization of a cryogenic NGL recovery unit using deep learning based surrogate modeling. Comput. Chem. Eng. 137: 106815 (2020) - [j24]Yan Ma, Daniel A. Noreña-Caro, Alexandria J. Adams, Tyler B. Brentzel, José A. Romagnoli, Michael G. Benton:
Machine-learning-based simulation and fed-batch control of cyanobacterial-phycocyanin production in Plectonema by artificial neural network and deep reinforcement learning. Comput. Chem. Eng. 142: 107016 (2020)
2010 – 2019
- 2019
- [j23]Santiago D. Salas, José A. Romagnoli, Stefania Tronci, Roberto Baratti:
A geometric observer design for a semi-batch free-radical polymerization system. Comput. Chem. Eng. 126: 391-402 (2019) - 2015
- [j22]Gregory Robertson, M. C. Thomas, José A. Romagnoli:
Topological preservation techniques for nonlinear process monitoring. Comput. Chem. Eng. 76: 1-16 (2015) - 2014
- [j21]Gregory Robertson, A. Geraili, M. Kelley, José A. Romagnoli:
An active specification switching strategy that aids in solving nonlinear sets and improves a VNS/TA hybrid optimization methodology. Comput. Chem. Eng. 60: 364-375 (2014) - [j20]A. Geraili, P. Sharma, José A. Romagnoli:
A modeling framework for design of nonlinear renewable energy systems through integrated simulation modeling and metaheuristic optimization: Applications to biorefineries. Comput. Chem. Eng. 61: 102-117 (2014) - [j19]Giuseppe Cogoni, David J. Widenski, Massimiliano Grosso, Roberto Baratti, José A. Romagnoli:
A qualitative comparison between population balances and stochastic models for non-isothermal antisolvent crystallization processes. Comput. Chem. Eng. 63: 82-90 (2014) - 2013
- [j18]P. Sharma, R. Vlosky, José A. Romagnoli:
Strategic value optimization and analysis of multi-product biomass refineries with multiple stakeholder considerations. Comput. Chem. Eng. 50: 105-129 (2013) - [j17]P. Sharma, José A. Romagnoli, R. Vlosky:
Options analysis for long-term capacity design and operation of a lignocellulosic biomass refinery. Comput. Chem. Eng. 58: 178-202 (2013) - 2011
- [j16]Gregory Robertson, Ahmet Palazoglu, José A. Romagnoli:
A multi-level simulation approach for the crude oil loading/unloading scheduling problem. Comput. Chem. Eng. 35(5): 817-827 (2011) - [j15]P. Sharma, Bhaba R. Sarker, José A. Romagnoli:
A decision support tool for strategic planning of sustainable biorefineries. Comput. Chem. Eng. 35(9): 1767-1781 (2011) - [j14]Stefania Tronci, Massimiliano Grosso, Roberto Baratti, José A. Romagnoli:
A stochastic approach for the prediction of PSD in crystallization processes: Analytical solution for the asymptotic behavior and parameter estimation. Comput. Chem. Eng. 35(11): 2318-2325 (2011) - [j13]David J. Widenski, Ali Abbas, José A. Romagnoli:
A model-based nucleation study of the combined effect of seed properties and cooling rate in cooling crystallization. Comput. Chem. Eng. 35(12): 2696-2705 (2011) - 2010
- [j12]P. A. Rolandi, José A. Romagnoli:
Integrated model-centric framework for support of manufacturing operations. Part I: The framework. Comput. Chem. Eng. 34(1): 17-35 (2010) - [j11]Ugur Yüzgeç, Ahmet Palazoglu, José A. Romagnoli:
Refinery scheduling of crude oil unloading, storage and processing using a model predictive control strategy. Comput. Chem. Eng. 34(10): 1671-1686 (2010) - [j10]Francesco Corona, Michela Mulas, Roberto Baratti, José A. Romagnoli:
On the topological modeling and analysis of industrial process data using the SOM. Comput. Chem. Eng. 34(12): 2022-2032 (2010)
2000 – 2009
- 2006
- [j9]Ali Abbas, José A. Romagnoli:
DCS implementation of optimal operational policies: a crystallisation case study. Int. J. Comput. Appl. Technol. 25(4): 198-208 (2006) - 2003
- [j8]David Wang, José A. Romagnoli:
Robust model predictive control design using a generalized objective function. Comput. Chem. Eng. 27(7): 965-982 (2003) - 2002
- [j7]T. Murphy, Vincent G. Gomes, José A. Romagnoli:
Facilitating process control teaching and learning in a virtual laboratory environment. Comput. Appl. Eng. Educ. 10(2): 79-87 (2002) - 2001
- [c4]Omar Galan, José A. Romagnoli, Yaman Arkun, Ahmet Palazoglu:
Real-time validation of multi-linear model-based control strategies: application to a bench-scale neutralization reactor. ACC 2001: 2009-2014 - 2000
- [c3]Omar Galan, José A. Romagnoli, Yaman Arkun, Ahmet Palazoglu:
On the use of gap metric for model selection in multilinear model-based control. ACC 2000: 3742-3746
1990 – 1999
- 1999
- [j6]Amid Bakhtazad, Ahmet Palazoglu, José A. Romagnoli:
Process data de-noising using wavelet transform. Intell. Data Anal. 3(4): 267-285 (1999) - [j5]Sandra J. Norquay, Ahmet Palazoglu, José Alberto Romagnoli:
Application of Wiener model predictive control (WMPC) to a pH neutralization experiment. IEEE Trans. Control. Syst. Technol. 7(4): 437-445 (1999) - [c2]J. A. Rodriguez, José A. Romagnoli, Graham C. Goodwin:
Dynamic anti-WindUp for MIMO systems. ECC 1999: 82-84 - 1997
- [j4]Afsaneh A. Safavi, José A. Romagnoli:
Comments on 'nonlinear black box modeling in system identification: A unified overview'. Autom. 33(6): 1197-1198 (1997) - 1995
- [j3]Héctor G. Chiacchiarini, Alfredo C. Desages, José A. Romagnoli, Ahmet Palazoglu:
Variable structure control with a second-order sliding condition: Application to a steam generator. Autom. 31(8): 1157-1168 (1995) - [c1]Afsaneh A. Safavi, José A. Romagnoli:
Application of wave-nets to modelling and optimisation of a multidimensional chemical process. ICNN 1995: 1724-1728 - 1994
- [j2]José L. Figueroa, José A. Romagnoli:
An algorithm for robust pole assignment via polynomial approach. IEEE Trans. Autom. Control. 39(4): 831-835 (1994) - 1991
- [j1]Héctor Rotstein, Ricardo S. Sánchez Peña, José Alberto Bandoni, Alfredo C. Desages, José A. Romagnoli:
Robust characteristic polynomial assignment. Autom. 27(4): 711-715 (1991)
Coauthor Index
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