José A. Romagnoli

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 9

Top Topics

Stochastic Models

Unsupervised Learning

Top Venues

Comput. Chem. Eng.

Publications

Marta Mandis, Roberto Baratti, Jorge Chebeir, Stefania Tronci, José A. Romagnoli
Exploring nontraditional LSTM architectures for modeling demethanizer column operations. Comput. Chem. Eng. 183 (2024)
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 (2023)
Estelle E. Seghers, Luis A. Briceno-Mena, José A. Romagnoli
Unsupervised learning: Local and global structure preservation in industrial data. Comput. Chem. Eng. 178 (2023)
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) (2021)
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 (2021)
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)
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 (2020)
Yan Ma, Daniel A. Noreña-Caro, Alexandria J. Adams, Tyler B. Brentzel, José A. Romagnoli, Michael G. Benton
by artificial neural network and deep reinforcement learning. Comput. Chem. Eng. 142 (2020)
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 (2019)
Gregory Robertson, M. C. Thomas, José A. Romagnoli
Topological preservation techniques for nonlinear process monitoring. Comput. Chem. Eng. 76 (2015)
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 (2014)
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 (2014)
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 (2014)
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 (2013)
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 (2013)
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) (2011)
Paritosh Sharma, Bhaba R. Sarker, José A. Romagnoli
A decision support tool for strategic planning of sustainable biorefineries. Comput. Chem. Eng. 35 (9) (2011)
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) (2011)
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) (2011)
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) (2010)
P. A. Rolandi, José A. Romagnoli
Integrated model-centric framework for support of manufacturing operations. Part I: The framework. Comput. Chem. Eng. 34 (1) (2010)
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) (2010)
Ali Abbas, José A. Romagnoli
DCS implementation of optimal operational policies: a crystallisation case study. Int. J. Comput. Appl. Technol. 25 (4) (2006)
David Wang, José A. Romagnoli
Robust model predictive control design using a generalized objective function. Comput. Chem. Eng. 27 (7) (2003)
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) (2002)
Omar Galan, José A. Romagnoli, Yaman Arkun, Ahmed Palazoglu
Real-time validation of multi-linear model-based control strategies: application to a bench-scale neutralization reactor. ACC (2001)
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)
J. A. Rodriguez, José A. Romagnoli, Graham C. Goodwin
Dynamic anti-WindUp for MIMO systems. ECC (1999)
Amid Bakhtazad, Ahmet Palazoglu, José A. Romagnoli
Process data de-noising using wavelet transform. Intell. Data Anal. 3 (4) (1999)
A. A. Safavi, José A. Romagnoli
Comments on 'nonlinear black box modeling in system identification: A unified overview'. Autom. 33 (6) (1997)
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) (1995)
A. A. Safavi, José A. Romagnoli
Application of wave-nets to modelling and optimisation of a multidimensional chemical process. ICNN (1995)
José L. Figueroa, José A. Romagnoli
An algorithm for robust pole assignment via polynomial approach. IEEE Trans. Autom. Control. 39 (4) (1994)
Héctor Rotstein, Ricardo S. Sánchez Peña, José Alberto Bandoni, Alfredo C. Desages, José A. Romagnoli
Robust characteristic polynomial assignment. Autom. 27 (4) (1991)