Roberto Baratti

15 papers Journal 15
YearRankTypeTitle / 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
On the closed-loop stochastic dynamics of two-state nonlinear exothermic CSTRs with PI temperature control.
Comput. Chem. Eng.
Jesús Alvarez, Roberto Baratti
2021 J jnl
Control and soft sensing strategies for a wastewater treatment plant using a neuro-genetic approach.
Comput. Chem. Eng.
Javier Fernández de Cañete, Pablo del Saz-Orozco, Jesús M. Gómez de Gabriel, Roberto Baratti, António E. B. Ruano, Irene Rivas-Blanco
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
2017 J jnl
A Gain-Scheduling PI Control Based on Neural Networks.
Complex.
Stefania Tronci, Roberto Baratti
2016 J jnl
Soft-sensing estimation of plant effluent concentrations in a biological wastewater treatment plant using an optimal neural network.
Expert Syst. Appl.
Javier Fernández de Cañete, Pablo del Saz-Orozco, Roberto Baratti, Michela Mulas, António E. B. Ruano, Alfonso García-Cerezo
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
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
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
2009 J jnl
A SOM-based approach to estimating product properties from spectroscopic measurements.
Neurocomputing
Francesco Corona, Elia Liitiäinen, Amaury Lendasse, Lorenzo Sassu, Stefano Melis, Roberto Baratti
2003 J jnl
Reconstruction of chaotic time series by neural models: a case study.
Neurocomputing
Stefania Tronci, Massimiliano Giona, Roberto Baratti
2003 J jnl
River flow forecast for reservoir management through neural networks.
Neurocomputing
Roberto Baratti, Barbara Cannas, Alessandra Fanni, M. Pintus, Giovanni M. Sechi, N. Toreno
2002 J jnl
Monitoring pollutant emissions in a 4.8 MW power plant through neural network.
Neurocomputing
Stefania Tronci, Roberto Baratti, Alberto Servida
2000 J jnl
Automated Recurrent Neural Network Design to Model the Dynamics of Complex Systems.
Neural Comput. Appl.
Roberto Baratti, Barbara Cannas, Alessandra Fanni, Fabrizio Pilo
1997 J jnl
A feedforward control strategy for distillation columns.
Artif. Intell. Eng.
Roberto Baratti, Stefano Corti, Alberto Servida