Roberto Baratti

University of Cagliari — Italy

Engineering · Physical Sciences

21h-index1.5kcitations159works3.02yr avg
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Research Topics

Advanced Control Systems Optimization(55), Fault Detection and Control Systems(42), Process Optimization and Integration(33), Crystallization and Solubility Studies(30), Carbon Dioxide Capture Technologies(14)

Publications159 total

Exploring nontraditional LSTM architectures for modeling demethanizer column operations
Computers & Chemical Engineering·2024· 3 citedOpen Access
On the closed-loop stochastic dynamics of two-state nonlinear exothermic CSTRs with PI temperature control
Computers & Chemical Engineering·2023· 3 citedOpen Access
A Demethanizer column Digital twin with non-conventional LSTM neural networks arrangement
Computer-aided chemical engineering/Computer aided chemical engineering·2023Open Access
Effect of Boundary Conditions and Turbulence Treatment on the Simulated Performance of a Ribbed Heat Exchanger
Heat Transfer Engineering·2022Open Access
Performance assessment of control strategies with application to NGL separation units
Journal of Natural Gas Science and Engineering·2022· 4 citedOpen Access
Effect of the demethanizer improved control strategy on the separation train for the NGL separation process
IFAC-PapersOnLine·2022· 2 citedOpen Access
Learning to navigate a crystallization model with Deep Reinforcement Learning
Process Safety and Environmental Protection·2021· 32 citedOpen Access
Characterization with Fokker–Planck theory of the nonlinear stochastic dynamics of a class of two-state continuous bioreactors
Journal of Process Control·2021· 8 cited
Identification of a cell population model for algae growth processes
IFAC-PapersOnLine·2021· 4 citedOpen Access
On the dynamics and robustness of the chemostat with multiplicative noise
IFAC-PapersOnLine·2021· 7 citedOpen Access
Control of a natural gas liquid recovery plant in a GSP unit under feed and composition disturbances
IFAC-PapersOnLine·2021· 3 citedOpen Access
Machine learning for monitoring and control of NGL recovery plants
UNICA IRIS Institutional Research Information System (University of Cagliari)·2021· 2 citedOpen Access
Optimal Strategies to Control Particle Size and Variance in Antisolvent Crystallization Operations Using Deep Rl
UNICA IRIS Institutional Research Information System (University of Cagliari)·2021· 5 citedOpen Access
Control and soft sensing strategies for a wastewater treatment plant using a neuro-genetic approach
Computers & Chemical Engineering·2020· 41 citedOpen Access
Control Strategies for Natural Gas Liquids Recovery Plants
Computer-aided chemical engineering/Computer aided chemical engineering·2020· 3 citedOpen Access
4. Reactive absorption of carbon dioxide: Modeling insights
2019· 2 cited
A geometric observer design for a semi-batch free-radical polymerization system
Computers & Chemical Engineering·2019· 8 citedOpen Access
Solvent Recovery System for a CO<sub>2</sub>-MEA Reactive Absorption-Stripping Plant
University of Southern Denmark Research Portal (University of Southern Denmark)·2019Open Access
Introduction
SpringerBriefs in energy·2018· 2 cited
Absorption Section Design Analysis
SpringerBriefs in energy·2018
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Frequent Co-authors

José A. Romagnoli(15), Stefania Tronci(13), Massimo Morbidelli(8), Massimiliano Grosso(7), Jesús Álvarez(7), Michela Mulas(6), Francesco Corona(6), Giuseppe Cogoni(6), Claudio Madeddu(4), Massimiliano Errico(4), Alberto Servida(3), Arvind Varma(3), Marcella Porru(3), J. Fernández de Cañete(2), P. del Saz-Orozco(2), A.E. Ruano(2), B. Cannas(2), Alessandra Fanni(2), Alberto Bertucco(2), Alessandro Da Rold(2)