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Titolo Data di pubblicazione Autore(i) Rivista Editore
Learning to navigate a crystallization model with Deep Reinforcement Learning 2022 Manee, V.; Baratti, R.; Romagnoli, J. A. CHEMICAL ENGINEERING RESEARCH & DESIGN
Control of a natural gas liquid recovery plant in a GSP unit under feed and composition disturbances 2021 Mandis, M.; Chebeir, J. A.; Tronci, S.; Baratti, R.; Romagnoli, J. A. Elsevier B.V.
Machine learning for monitoring and control of NGL recovery plants 2021 Mandis, M.; Chebeir, J. A.; Baratti, R.; Romagnoli, J. A.; Tronci, S. CHEMICAL ENGINEERING TRANSACTIONS
Optimal strategies to control particle size and variance in antisolvent crystallization operations using deep RL 2021 Manee, V.; Baratti, R.; Romagnoli, J. A. CHEMICAL ENGINEERING TRANSACTIONS
Control and soft sensing strategies for a wastewater treatment plant using a neuro-genetic approach 2021 Fernandez de Canete, J.; del Saz-Orozco, P.; Gomez-de-Gabriel, J.; Baratti, R.; Ruano, A.; Rivas-...Blanco, I. COMPUTERS & CHEMICAL ENGINEERING
On the dynamics and robustness of the chemostat with multiplicative noise 2021 Schaum, A.; Tronci, S.; Baratti, R.; Alvarez, J. Elsevier B.V.
Identification of a cell population model for algae growth processes 2021 Atzori, F.; Jerono, P.; Schaum, A.; Baratti, R.; Tronci, S.; Meurer, T. Elsevier B.V.
Characterization with Fokker–Planck theory of the nonlinear stochastic dynamics of a class of two-state continuous bioreactors 2021 Baratti, R.; Alvarez, J.; Tronci, S.; Grosso, M.; Schaum, A. JOURNAL OF PROCESS CONTROL
Control Strategies for Natural Gas Liquids Recovery Plants 2020 Tronci, S.; Chebeir, J. A.; Mandis, M.; Baratti, R.; Romagnoli, J. A. Elsevier B.V.
Solvent recovery system for a CO2-MEA reactive absorption-stripping plant 2019 Madeddu, C.; Errico, M.; Porcu, D.; Baratti, R. CHEMICAL ENGINEERING TRANSACTIONS
A geometric observer design for a semi-batch free-radical polymerization system 2019 Salas, S. D.; Romagnoli, J. A.; Tronci, S.; Baratti, R. COMPUTERS & CHEMICAL ENGINEERING
CO2 Capture by Reactive Absorption-Stripping Modeling, Analysis and Design 2019 Madeddu, Claudio; Errico, Massimiliano; Baratti, Roberto Springer Nature
Process analysis for the carbon dioxide chemical absorption–regeneration system 2018 Madeddu, Claudio; Errico, Massimiliano; Baratti, Roberto APPLIED ENERGY
Global-nonlinear stochastic dynamics of a class of two-state two-parameter non-isothermal continuous stirred tank reactors 2018 Alvarez, Jesus; Baratti, Roberto; Tronci, Stefania; Grosso, Massimiliano; Schaum, Alexander JOURNAL OF PROCESS CONTROL
Open and closed-loop stochastic dynamics of a class of nonlinear chemical processes with multiplicative noise 2018 Baratti, Roberto; Tronci, Stefania; Schaum, Alexander; Alvarez, Jesus JOURNAL OF PROCESS CONTROL
Real-Time Nonlinear State Estimation in Polymerization Reactors for Smart Manufacturing 2018 Salas, Santiago D.; Chebeir, Jorge; Tronci, Stefania; Baratti, Roberto; Romagnoli, José A. Elsevier B.V.
Multivariable real-time control of viscosity curve for a continuous production process of a non-Newtonian fluid 2018 Mei, Roberto; Grosso, Massimiliano; Corominas, Francesc; Baratti, Roberto; Tronci, Stefania PROCESSES
A model-based approach for controlling particle size distribution in combined cooling-antisolvent crystallization processes 2018 Ghadipasha, N.; Romagnoli, J. A.; Tronci, S.; Baratti, R. CHEMICAL ENGINEERING SCIENCE
Real-time control of viscosity curve for a continuous production process of a non-Newtonian fluid 2017 MEI, ROBERTO; GROSSO, MASSIMILIANO; TRONCI, STEFANIA; BARATTI, ROBERTO; Francesc, Corominas CHEMICAL ENGINEERING TRANSACTIONS
A Gain-Scheduling PI Control Based on Neural Networks 2017 Tronci, Stefania; Baratti, Roberto COMPLEXITY

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