Roberto Baratti

According to our database, Roberto Baratti authored at least 15 papers between 1997 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Exploring nontraditional LSTM architectures for modeling demethanizer column operations.

Marta Mandis, Roberto Baratti, Jorge Chebeir, Stefania Tronci, José A. Romagnoli

Comput. Chem. Eng., 2024

2023

On the closed-loop stochastic dynamics of two-state nonlinear exothermic CSTRs with PI temperature control.

Jesus Alvarez, Roberto Baratti

Comput. Chem. Eng., June, 2023

2021

Control and soft sensing strategies for a wastewater treatment plant using a neuro-genetic approach.

Javier Fernández de Cañete, Pablo del Saz-Orozco, Jesús M. Gómez de Gabriel, Roberto Baratti, António E. B. Ruano, Irene Rivas-Blanco

Comput. Chem. Eng., 2021

2019

A geometric observer design for a semi-batch free-radical polymerization system.

Santiago D. Salas, José A. Romagnoli, Stefania Tronci, Roberto Baratti

Comput. Chem. Eng., 2019

2017

A Gain-Scheduling PI Control Based on Neural Networks.

Stefania Tronci, Roberto Baratti

Complex., 2017

2016

Soft-sensing estimation of plant effluent concentrations in a biological wastewater treatment plant using an optimal neural network.

Javier Fernández de Cañete, Pablo del Saz-Orozco, Roberto Baratti, Michela Mulas, António E. B. Ruano, Alfonso García-Cerezo

Expert Syst. Appl., 2016

2014

A qualitative comparison between population balances and stochastic models for non-isothermal antisolvent crystallization processes.

Giuseppe Cogoni, David J. Widenski, Massimiliano Grosso, Roberto Baratti, José A. Romagnoli

Comput. Chem. Eng., 2014

2011

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

Stefania Tronci, Massimiliano Grosso, Roberto Baratti, José A. Romagnoli

Comput. Chem. Eng., 2011

2010

On the topological modeling and analysis of industrial process data using the SOM.

Francesco Corona, Michela Mulas, Roberto Baratti, José A. Romagnoli

Comput. Chem. Eng., 2010

2009

A SOM-based approach to estimating product properties from spectroscopic measurements.

Francesco Corona, Elia Liitiäinen, Amaury Lendasse, Lorenzo Sassu, Stefano Melis, Roberto Baratti

Neurocomputing, 2009

2003

Reconstruction of chaotic time series by neural models: a case study.

Stefania Tronci, Massimiliano Giona, Roberto Baratti

Neurocomputing, 2003

River flow forecast for reservoir management through neural networks.

Roberto Baratti, Barbara Cannas, Alessandra Fanni, M. Pintus, Giovanni M. Sechi, N. Toreno

Neurocomputing, 2003

2002

Monitoring pollutant emissions in a 4.8 MW power plant through neural network.

Stefania Tronci, Roberto Baratti, Alberto Servida

Neurocomputing, 2002

2000

Automated Recurrent Neural Network Design to Model the Dynamics of Complex Systems.

Roberto Baratti, Barbara Cannas, Alessandra Fanni, Fabrizio Pilo

Neural Comput. Appl., 2000

1997

A feedforward control strategy for distillation columns.

Roberto Baratti, Stefano Corti, Alberto Servida

Artif. Intell. Eng., 1997