Roberto Baratti
Università degli Studi di Cagliari
H-index: 23
Europe-Italy
Top articles of Roberto Baratti
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Exploring nontraditional LSTM architectures for modeling demethanizer column operations | Computers & Chemical Engineering | Marta Mandis Roberto Baratti Jorge Chebeir Stefania Tronci José A Romagnoli | 2024/4/1 |
Effect of Boundary Conditions and Turbulence Treatment on the Simulated Performance of a Ribbed Heat Exchanger | Heat Transfer Engineering | Marco Bertoli Francesco Cambuli Roberto Baratti Tiziano Ghisu | 2023/8/22 |
On the closed-loop stochastic dynamics of two-state nonlinear exothermic CSTRs with PI temperature control | Computers & Chemical Engineering | Jesus Alvarez Roberto Baratti | 2023/6/1 |
A Demethanizer column Digital twin with non-conventional LSTM neural networks arrangement | Marta Mandis Roberto Baratti Jorge Chebeir Stefania Tronci José A Romagnoli | 2023/1/1 | |
Effect of the demethanizer improved control strategy on the separation train for the NGL separation process | IFAC-PapersOnLine | Marta Mandis Jorge A Chebeir José A Romagnoli Roberto Baratti Stefania Tronci | 2022/1/1 |
Performance assessment of control strategies with application to NGL separation units | Journal of Natural Gas Science and Engineering | Marta Mandis Roberto Baratti Jorge Chebeir Stefania Tronci José A Romagnoli | 2022/10/1 |
Learning to navigate a crystallization model with deep reinforcement learning | Chemical Engineering Research and Design | Vidhyadhar Manee Roberto Baratti Jose A Romagnoli | 2022/2/1 |
Identification of a cell population model for algae growth processes | IFAC-PapersOnLine | F Atzori P Jerono A Schaum R Baratti S Tronci | 2021/1/1 |
On the dynamics and robustness of the chemostat with multiplicative noise | IFAC-PapersOnLine | A Schaum S Tronci R Baratti J Alvarez | 2021/1/1 |
Machine Learning for Monitoring and Control Of NGL Recovery Plants | Chemical Engineering Transactions | Marta Mandis Jorge Chebeir Roberto Baratti Jose A Romagnoli Stefania Tronci | 2021/6/15 |
Optimal strategies to control particle size and variance in antisolvent crystallization operations using deep rl | Chemical Engineering Transactions | Vidhyadhar Manee Roberto Baratti Jose A Romagnoli | 2021/6/15 |
Control of a natural gas liquid recovery plant in a GSP unit under feed and composition disturbances | IFAC-PapersOnLine | Marta Mandis Jorge A Chebeir Stefania Tronci Roberto Baratti José A Romagnoli | 2021/1/1 |
Characterization with Fokker–Planck theory of the nonlinear stochastic dynamics of a class of two-state continuous bioreactors | Journal of Process Control | Roberto Baratti Jesus Alvarez Stefania Tronci Massimilano Grosso Alexander Schaum | 2021/6/1 |
Control and soft sensing strategies for a wastewater treatment plant using a neuro-genetic approach | Computers & Chemical Engineering | J Fernandez de Canete Pablo del Saz-Orozco J Gómez-de-Gabriel Roberto Baratti Antonio Ruano | 2021/1/4 |
Control strategies for natural gas liquids recovery plants | Stefania Tronci Jorge A Chebeir Marta Mandis Roberto Baratti José A Romagnoli | 2020/1/1 |
Co-Authors
