Roberto Baratti

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 6

Top Topics

Temperature Control

Wastewater Treatment Plant

Stochastic Models

Top Venues

Comput. Chem. Eng.

Expert Syst. Appl.

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)
Jesus Alvarez, Roberto Baratti
On the closed-loop stochastic dynamics of two-state nonlinear exothermic CSTRs with PI temperature control. Comput. Chem. Eng. 174 (2023)
Javier Fernández de Cañete, Pablo del Saz-Orozco, Jesús M. Gómez de Gabriel, Roberto Baratti, António E. B. Ruano, Irene Rivas-Blanco
Control and soft sensing strategies for a wastewater treatment plant using a neuro-genetic approach. Comput. Chem. Eng. 144 (2021)
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)
Stefania Tronci, Roberto Baratti
A Gain-Scheduling PI Control Based on Neural Networks. Complex. 2017 (2017)
Javier Fernández de Cañete, Pablo del Saz-Orozco, Roberto Baratti, Michela Mulas, António E. B. Ruano, Alfonso García-Cerezo
Soft-sensing estimation of plant effluent concentrations in a biological wastewater treatment plant using an optimal neural network. Expert Syst. Appl. 63 (2016)
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)
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)
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)
Francesco Corona, Elia Liitiäinen, Amaury Lendasse, Lorenzo Sassu, Stefano Melis, Roberto Baratti
A SOM-based approach to estimating product properties from spectroscopic measurements. Neurocomputing 73 (1-3) (2009)
Stefania Tronci, Massimiliano Giona, Roberto Baratti
Reconstruction of chaotic time series by neural models: a case study. Neurocomputing 55 (3-4) (2003)
Roberto Baratti, Barbara Cannas, Alessandra Fanni, M. Pintus, Giovanni M. Sechi, N. Toreno
River flow forecast for reservoir management through neural networks. Neurocomputing 55 (3-4) (2003)
Stefania Tronci, Roberto Baratti, Alberto Servida
Monitoring pollutant emissions in a 4.8 MW power plant through neural network. Neurocomputing 43 (1-4) (2002)
Roberto Baratti, Barbara Cannas, Alessandra Fanni, Fabrizio Pilo
Automated Recurrent Neural Network Design to Model the Dynamics of Complex Systems. Neural Comput. Appl. 9 (3) (2000)
Roberto Baratti, Stefano Corti, Alberto Servida
A feedforward control strategy for distillation columns. Artif. Intell. Eng. 11 (4) (1997)