José A. Romagnoli

Orcid: 0000-0003-3682-1305

According to our database1, José A. Romagnoli authored at least 35 papers between 1991 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Unsupervised learning: Local and global structure preservation in industrial data.
Comput. Chem. Eng., October, 2023

Machine learning-based surrogate models and transfer learning for derivative free optimization of HT-PEM fuel cells.
Comput. Chem. Eng., March, 2023

2021
Machine learning for guiding high-temperature PEM fuel cells with greater power density.
Patterns, 2021

PEMNET: A Transfer Learning-based Modeling Approach of High-Temperature Polymer Electrolyte Membrane Electrochemical Systems.
CoRR, 2021

A multi-objective evolutionary optimization framework for a natural gas liquids recovery unit.
Comput. Chem. Eng., 2021

Reinforcement Learning-Based Fed-Batch Optimization with Reaction Surrogate Model.
Proceedings of the 2021 American Control Conference, 2021

2020
Operation optimization of a cryogenic NGL recovery unit using deep learning based surrogate modeling.
Comput. Chem. Eng., 2020

Machine-learning-based simulation and fed-batch control of cyanobacterial-phycocyanin production in <i>Plectonema</i> by artificial neural network and deep reinforcement learning.
Comput. Chem. Eng., 2020

2019
A geometric observer design for a semi-batch free-radical polymerization system.
Comput. Chem. Eng., 2019

2015
Topological preservation techniques for nonlinear process monitoring.
Comput. Chem. Eng., 2015

2014
An active specification switching strategy that aids in solving nonlinear sets and improves a VNS/TA hybrid optimization methodology.
Comput. Chem. Eng., 2014

A modeling framework for design of nonlinear renewable energy systems through integrated simulation modeling and metaheuristic optimization: Applications to biorefineries.
Comput. Chem. Eng., 2014

A qualitative comparison between population balances and stochastic models for non-isothermal antisolvent crystallization processes.
Comput. Chem. Eng., 2014

2013
Strategic value optimization and analysis of multi-product biomass refineries with multiple stakeholder considerations.
Comput. Chem. Eng., 2013

Options analysis for long-term capacity design and operation of a lignocellulosic biomass refinery.
Comput. Chem. Eng., 2013

2011
A model-based nucleation study of the combined effect of seed properties and cooling rate in cooling crystallization.
Comput. Chem. Eng., 2011

A stochastic approach for the prediction of PSD in crystallization processes: Analytical solution for the asymptotic behavior and parameter estimation.
Comput. Chem. Eng., 2011

A decision support tool for strategic planning of sustainable biorefineries.
Comput. Chem. Eng., 2011

A multi-level simulation approach for the crude oil loading/unloading scheduling problem.
Comput. Chem. Eng., 2011

2010
Refinery scheduling of crude oil unloading, storage and processing using a model predictive control strategy.
Comput. Chem. Eng., 2010

Integrated model-centric framework for support of manufacturing operations. Part I: The framework.
Comput. Chem. Eng., 2010

On the topological modeling and analysis of industrial process data using the SOM.
Comput. Chem. Eng., 2010

2006
DCS implementation of optimal operational policies: a crystallisation case study.
Int. J. Comput. Appl. Technol., 2006

2003
Robust model predictive control design using a generalized objective function.
Comput. Chem. Eng., 2003

2002
Facilitating process control teaching and learning in a virtual laboratory environment.
Comput. Appl. Eng. Educ., 2002

2001
Real-time validation of multi-linear model-based control strategies: application to a bench-scale neutralization reactor.
Proceedings of the American Control Conference, 2001

2000
On the use of gap metric for model selection in multilinear model-based control.
Proceedings of the American Control Conference, 2000

1999
Application of Wiener model predictive control (WMPC) to a pH neutralization experiment.
IEEE Trans. Control. Syst. Technol., 1999

Process data de-noising using wavelet transform.
Intell. Data Anal., 1999

Dynamic anti-WindUp for MIMO systems.
Proceedings of the 5th European Control Conference, 1999

1997
Comments on 'nonlinear black box modeling in system identification: A unified overview'.
Autom., 1997

1995
Variable structure control with a second-order sliding condition: Application to a steam generator.
Autom., 1995

Application of wave-nets to modelling and optimisation of a multidimensional chemical process.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1994
An algorithm for robust pole assignment via polynomial approach.
IEEE Trans. Autom. Control., 1994

1991
Robust characteristic polynomial assignment.
Autom., 1991


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