José A. Romagnoli

35 papers C 3Journal 30Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Exploring nontraditional LSTM architectures for modeling demethanizer column operations. Comput. Chem. Eng. Marta Mandis, Roberto Baratti, Jorge Chebeir, Stefania Tronci, José A. Romagnoli
2023	J	`jnl`	Machine learning-based surrogate models and transfer learning for derivative free optimization of HT-PEM fuel cells. Comput. Chem. Eng. Luis A. Briceno-Mena, Christopher G. Arges, José A. Romagnoli
2023	J	`jnl`	Unsupervised learning: Local and global structure preservation in industrial data. Comput. Chem. Eng. Estelle E. Seghers, Luis A. Briceno-Mena, José A. Romagnoli
2021	J	`jnl`	A multi-objective evolutionary optimization framework for a natural gas liquids recovery unit. Comput. Chem. Eng. Santiago D. Salas, Lizbeth Contreras-Salas, Pamela Rubio-Dueñas, Jorge Chebeir, José A. Romagnoli
2021	J	`jnl`	Machine learning for guiding high-temperature PEM fuel cells with greater power density. Patterns Luis A. Briceno-Mena, Gokul Venugopalan, José A. Romagnoli, Christopher G. Arges
2021	J	`jnl`	PEMNET: A Transfer Learning-based Modeling Approach of High-Temperature Polymer Electrolyte Membrane Electrochemical Systems. CoRR Luis A. Briceno-Mena, Christopher G. Arges, José A. Romagnoli
2021	C	`conf`	Reinforcement Learning-Based Fed-Batch Optimization with Reaction Surrogate Model. ACC Yan Ma, Zhenyu Wang, Ivan Castillo, Ricardo R. Rendall, Rahul Bindlish, Brian Ashcraft, David Bentley, Michael G. Benton, José A. Romagnoli, Leo H. Chiang
2020	J	`jnl`	Machine-learning-based simulation and fed-batch control of cyanobacterial-phycocyanin production in Comput. Chem. Eng. Yan Ma, Daniel A. Noreña-Caro, Alexandria J. Adams, Tyler B. Brentzel, José A. Romagnoli, Michael G. Benton
2020	J	`jnl`	Operation optimization of a cryogenic NGL recovery unit using deep learning based surrogate modeling. Comput. Chem. Eng. Wenbo Zhu, Jorge Chebeir, José A. Romagnoli
2019	J	`jnl`	A geometric observer design for a semi-batch free-radical polymerization system. Comput. Chem. Eng. Santiago D. Salas, José A. Romagnoli, Stefania Tronci, Roberto Baratti
2015	J	`jnl`	Topological preservation techniques for nonlinear process monitoring. Comput. Chem. Eng. Gregory Robertson, M. C. Thomas, José A. Romagnoli
2014	J	`jnl`	A modeling framework for design of nonlinear renewable energy systems through integrated simulation modeling and metaheuristic optimization: Applications to biorefineries. Comput. Chem. Eng. A. Geraili, P. Sharma, José A. Romagnoli
2014	J	`jnl`	A qualitative comparison between population balances and stochastic models for non-isothermal antisolvent crystallization processes. Comput. Chem. Eng. Giuseppe Cogoni, David J. Widenski, Massimiliano Grosso, Roberto Baratti, José A. Romagnoli
2014	J	`jnl`	An active specification switching strategy that aids in solving nonlinear sets and improves a VNS/TA hybrid optimization methodology. Comput. Chem. Eng. Gregory Robertson, A. Geraili, M. Kelley, José A. Romagnoli
2013	J	`jnl`	Options analysis for long-term capacity design and operation of a lignocellulosic biomass refinery. Comput. Chem. Eng. P. Sharma, José A. Romagnoli, R. Vlosky
2013	J	`jnl`	Strategic value optimization and analysis of multi-product biomass refineries with multiple stakeholder considerations. Comput. Chem. Eng. P. Sharma, R. Vlosky, José A. Romagnoli
2011	J	`jnl`	A decision support tool for strategic planning of sustainable biorefineries. Comput. Chem. Eng. P. Sharma, Bhaba R. Sarker, José A. Romagnoli
2011	J	`jnl`	A model-based nucleation study of the combined effect of seed properties and cooling rate in cooling crystallization. Comput. Chem. Eng. David J. Widenski, Ali Abbas, José A. Romagnoli
2011	J	`jnl`	A multi-level simulation approach for the crude oil loading/unloading scheduling problem. Comput. Chem. Eng. Gregory Robertson, Ahmet Palazoglu, José A. Romagnoli
2011	J	`jnl`	A stochastic approach for the prediction of PSD in crystallization processes: Analytical solution for the asymptotic behavior and parameter estimation. Comput. Chem. Eng. Stefania Tronci, Massimiliano Grosso, Roberto Baratti, José A. Romagnoli
2010	J	`jnl`	Integrated model-centric framework for support of manufacturing operations. Part I: The framework. Comput. Chem. Eng. P. A. Rolandi, José A. Romagnoli
2010	J	`jnl`	On the topological modeling and analysis of industrial process data using the SOM. Comput. Chem. Eng. Francesco Corona, Michela Mulas, Roberto Baratti, José A. Romagnoli
2010	J	`jnl`	Refinery scheduling of crude oil unloading, storage and processing using a model predictive control strategy. Comput. Chem. Eng. Ugur Yüzgeç, Ahmet Palazoglu, José A. Romagnoli
2006	J	`jnl`	DCS implementation of optimal operational policies: a crystallisation case study. Int. J. Comput. Appl. Technol. Ali Abbas, José A. Romagnoli
2003	J	`jnl`	Robust model predictive control design using a generalized objective function. Comput. Chem. Eng. David Wang, José A. Romagnoli
2002	J	`jnl`	Facilitating process control teaching and learning in a virtual laboratory environment. Comput. Appl. Eng. Educ. T. Murphy, Vincent G. Gomes, José A. Romagnoli
2001	C	`conf`	Real-time validation of multi-linear model-based control strategies: application to a bench-scale neutralization reactor. ACC Omar Galan, José A. Romagnoli, Yaman Arkun, Ahmet Palazoglu
2000	C	`conf`	On the use of gap metric for model selection in multilinear model-based control. ACC Omar Galan, José A. Romagnoli, Yaman Arkun, Ahmet Palazoglu
1999	—	`conf`	Dynamic anti-WindUp for MIMO systems. ECC J. A. Rodriguez, José A. Romagnoli, Graham C. Goodwin
1999	J	`jnl`	Process data de-noising using wavelet transform. Intell. Data Anal. Amid Bakhtazad, Ahmet Palazoglu, José A. Romagnoli
1997	J	`jnl`	Comments on 'nonlinear black box modeling in system identification: A unified overview'. Autom. Afsaneh A. Safavi, José A. Romagnoli
1995	—	`conf`	Application of wave-nets to modelling and optimisation of a multidimensional chemical process. ICNN Afsaneh A. Safavi, José A. Romagnoli
1995	J	`jnl`	Variable structure control with a second-order sliding condition: Application to a steam generator. Autom. Héctor G. Chiacchiarini, Alfredo C. Desages, José A. Romagnoli, Ahmet Palazoglu
1994	J	`jnl`	An algorithm for robust pole assignment via polynomial approach. IEEE Trans. Autom. Control. José L. Figueroa, José A. Romagnoli
1991	J	`jnl`	Robust characteristic polynomial assignment. Autom. Héctor Rotstein, Ricardo S. Sánchez Peña, José Alberto Bandoni, Alfredo C. Desages, José A. Romagnoli