BARATTI, ROBERTO
BARATTI, ROBERTO
DIPARTIMENTO DI INGEGNERIA MECCANICA, CHIMICA E DEI MATERIALI
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.
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.
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.
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.
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.
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.
On the dynamics and robustness of the chemostat with multiplicative noise
2021-01-01 Schaum, A.; Tronci, S.; Baratti, R.; Alvarez, J.
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.
Control Strategies for Natural Gas Liquids Recovery Plants
2020-01-01 Tronci, S.; Chebeir, J. A.; Mandis, M.; Baratti, R.; Romagnoli, J. A.
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.
CO2 Capture by Reactive Absorption-Stripping Modeling, Analysis and Design
2019-01-01 Madeddu, Claudio; Errico, Massimiliano; Baratti, Roberto
Solvent recovery system for a CO2-MEA reactive absorption-stripping plant
2019-01-01 Madeddu, C.; Errico, M.; Porcu, D.; Baratti, R.
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.
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