Università degli Studi di Cagliari
Roberto Baratti
Exploring nontraditional LSTM architectures for modeling demethanizer column operations
2024-01-01 Mandis, Marta; Baratti, Roberto; Chebeir, Jorge; Tronci, Stefania; Romagnoli, Josè
A Demethanizer column Digital twin with non-conventional LSTM neural networks arrangement
2023-01-01 Mandis, M.; Baratti, R.; Chebeir, J.; Tronci, S.; Romagnoli, J. A.
Effect of Boundary Conditions and Turbulence Treatment on the Simulated Performance of a Ribbed Heat Exchanger
2023-01-01 Bertoli, M.; Cambuli, F.; Baratti, R.; Ghisu, T.
On the closed-loop stochastic dynamics of two-state nonlinear exothermic CSTRs with PI temperature control
2023-01-01 Alvarez, J.; Baratti, R.
Effect of the demethanizer improved control strategy on the separation train for the NGL separation process
2022-01-01 Mandis, M.; Chebeir, J. A.; Romagnoli, J. A.; Baratti, R.; Tronci, S.
Learning to navigate a crystallization model with Deep Reinforcement Learning
2022-01-01 Manee, V.; Baratti, R.; Romagnoli, J. A.
Performance assessment of control strategies with application to NGL separation units
2022-01-01 Mandis, M.; Baratti, R.; Chebeir, J.; Tronci, S.; Romagnoli, J. A.
Optimal strategies to control particle size and variance in antisolvent crystallization operations using deep RL
2021-01-01 Manee, V.; Baratti, R.; Romagnoli, J. A.
On the dynamics and robustness of the chemostat with multiplicative noise
2021-01-01 Schaum, A.; Tronci, S.; Baratti, R.; Alvarez, J.
Control and soft sensing strategies for a wastewater treatment plant using a neuro-genetic approach
2021-01-01 Fernandez de Canete, J.; del Saz-Orozco, P.; Gomez-de-Gabriel, J.; Baratti, R.; Ruano, A.; Rivas-Blanco, I.
Characterization with Fokker–Planck theory of the nonlinear stochastic dynamics of a class of two-state continuous bioreactors
2021-01-01 Baratti, R.; Alvarez, J.; Tronci, S.; Grosso, M.; Schaum, A.
Identification of a cell population model for algae growth processes
2021-01-01 Atzori, F.; Jerono, P.; Schaum, A.; Baratti, R.; Tronci, S.; Meurer, T.
Control of a natural gas liquid recovery plant in a GSP unit under feed and composition disturbances
2021-01-01 Mandis, M.; Chebeir, J. A.; Tronci, S.; Baratti, R.; Romagnoli, J. A.
Machine learning for monitoring and control of NGL recovery plants
2021-01-01 Mandis, M.; Chebeir, J. A.; Baratti, R.; Romagnoli, J. A.; Tronci, S.
Control Strategies for Natural Gas Liquids Recovery Plants
2020-01-01 Tronci, S.; Chebeir, J. A.; Mandis, M.; Baratti, R.; Romagnoli, J. A.
Solvent recovery system for a CO2-MEA reactive absorption-stripping plant
2019-01-01 Madeddu, C.; Errico, M.; Porcu, D.; Baratti, R.
CO2 Capture by Reactive Absorption-Stripping Modeling, Analysis and Design
2019-01-01 Madeddu, Claudio; Errico, Massimiliano; Baratti, Roberto
A geometric observer design for a semi-batch free-radical polymerization system
2019-01-01 Salas, S. D.; Romagnoli, J. A.; Tronci, S.; Baratti, R.
Global-nonlinear stochastic dynamics of a class of two-state two-parameter non-isothermal continuous stirred tank reactors
2018-01-01 Alvarez, Jesus; Baratti, Roberto; Tronci, Stefania; Grosso, Massimiliano; Schaum, Alexander
Multivariable real-time control of viscosity curve for a continuous production process of a non-Newtonian fluid
2018-01-01 Mei, Roberto; Grosso, Massimiliano; Corominas, Francesc; Baratti, Roberto; Tronci, Stefania
A model-based approach for controlling particle size distribution in combined cooling-antisolvent crystallization processes
2018-01-01 Ghadipasha, N.; Romagnoli, J. A.; Tronci, S.; Baratti, R.
Process analysis for the carbon dioxide chemical absorptionâregeneration system
2018-01-01 Madeddu, Claudio; Errico, Massimiliano; Baratti, Roberto
Real-Time Nonlinear State Estimation in Polymerization Reactors for Smart Manufacturing
2018-01-01 Salas, Santiago D.; Chebeir, Jorge; Tronci, Stefania; Baratti, Roberto; Romagnoli, José A.
Open and closed-loop stochastic dynamics of a class of nonlinear chemical processes with multiplicative noise
2018-01-01 Baratti, Roberto; Tronci, Stefania; Schaum, Alexander; Alvarez, Jesus
On-line model-based control of crystal size distribution in cooling-antisolvent crystallization processes
2017-01-01 Ghadipasha, Navid; Romagnoli, Jose A; Tronci, Stefania; Baratti, Roberto
Rigorous modeling of a CO2-MEA stripping system
2017-01-01 Madeddu, Claudio; Errico, Massimiliano; Baratti, Roberto
A Gain-Scheduling PI Control Based on Neural Networks
2017-01-01 Tronci, Stefania; Baratti, Roberto
A generalized stochastic modelling approach for crystal size distribution in antisolvent crystallization operations
2017-01-01 Baratti, Roberto; Tronci, Stefania; Romagnoli, Jose A.
Real-time control of viscosity curve for a continuous production process of a non-Newtonian fluid
2017-01-01 Mei, Roberto; Grosso, Massimiliano; Tronci, Stefania; Baratti, Roberto; Francesc, Corominas
Model calibration for the carbon dioxide-amine absorption system
2016-01-01 Errico, M; Madeddu, Claudio; Pinna, D; Baratti, Roberto
Control of an exothermic packed-bed tubular reactor
2016-01-01 Nájera, I; Álvarez, J; Baratti, Roberto; Gutiérrez, C.
Dynamics of nonlinear chemical process with multiplicative stochastic noise
2016-01-01 Baratti, Roberto; Tronci, Stefania; Schaum, Alexander; Alvarez, Jesus
Soft-sensing estimation of plant effluent concentrations in a biological wastewater treatment plant using an optimal neural network
2016-01-01 Fernandez de Canete, J; Del Saz Orozco, P; Baratti, Roberto; Mulas, M; Ruano, A; Garcia Cerezo, A.
On-line control of crystal properties in nonisothermal antisolvent crystallization
2015-01-01 Ghadipasha, N; Romagnoli, Ja; Tronci, Stefania; Baratti, Roberto
A real time particle size control framework in nonisothermal antisolvent crystallization processes
2015-01-01 Ghadipasha, N; Tronci, Stefania; Baratti, Roberto; Romagnoli, Ja
Predictive control of an activated sludge process: An application to the Viikinmäki wastewater treatment plant
2015-01-01 Mulas, M; Tronci, Stefania; Corona, F; Haimi, H; Lindell, P; Heinonen, M; Vahala, R; Baratti, Roberto
Feedforward ouput-feedback control for a class of exothermic tubular reactors
2015-01-01 Nájera, I; Álvarez, J; Baratti, Roberto
Energy Saving through Control in an Industrial Multicomponent Distillation Column
2015-01-01 Porru, Marcella; Baratti, Roberto; Alvarez, J.
Supervised Distance Preserving Projections: Applications in the quantitative analysis of diesel fuels and light cycle oils from NIR spectra
2015-01-01 Corona, F; Zhu, Z; De Souza Júnior, Ah; Mulas, M; Muru, E; Sassu, L; Barreto, G; Baratti, Roberto
A deterministic formulation and on-line monitoring technique for the measurement of salt concentration in non-isothermal antisolvent crystallization processes
2015-01-01 Ghadipasha, N; Baratti, Roberto; Tronci, Stefania; Romagnoli, J. A.
Feedforward-feedback control of an industrial multicomponent distillation column
2014-01-01 Porru, Marcella; Baratti, Roberto; Alvarez, J.
Modelling of an amine based CO2 absorption plant: an alternative approach through the identification of the number of stages
2014-01-01 Baratti, Roberto; Errico, Massimiliano; Pinna, Daniele; Paolo, Deiana; Porru, Marcella
Controllability of semibatch nonisothermal antisolvent crystallization processes
2014-01-01 Cogoni, G; Tronci, Stefania; Baratti, Roberto; Romagnoli, Ja
On the modeling of C7+ fractions with real components in plant simulations
2014-01-01 Porru, Marcella; Saliu, A.; Baratti, Roberto
A qualitative comparison between population balances and stochastic models for non-isothermal antisolvent crystallization processes
2014-01-01 Cogoni, G; Widenski, D; Grosso, Massimiliano; Baratti, Roberto; Romagnoli, J. A.
Image-based multi-resolution-ANN approach for on-line particle size characterization
2014-01-01 Zhang, B; Willis, R; Romagnoli, Ja; Fois, C; Tronci, Stefania; Baratti, Roberto
Steady state and dynamic modeling for the parameter optimization in a carbon dioxide-amine absorption system
2013-01-01 Baratti, Roberto; Errico, Massimiliano; Pinna, D; Deiana, P.
A distillate composition estimator for an industrial multicomponent IC4-NC4 splitter with experimental temperature measurements
2013-01-01 Porru, Marcella; Alvarez, J; Baratti, Roberto
On the influence of hydrogen bond interactions in isothermal and nonisothermal antisolvent crystallization processes
2013-01-01 Cogoni, Giuseppe; Baratti, Roberto; Romagnoli, Ja
Stochastic global model for the prediction of the asymptotic csds using antisolvent crystallization processes
2013-01-01 Cogoni, Giuseppe; Tronci, Stefania; Mistretta, G; Baratti, Roberto; Romagnoli, Ja
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