Roberto Baratti

Orcid: 0000-0002-5307-6303

According to our database1, Roberto Baratti authored at least 15 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Exploring nontraditional LSTM architectures for modeling demethanizer column operations.
Comput. Chem. Eng., 2024

2023
On the closed-loop stochastic dynamics of two-state nonlinear exothermic CSTRs with PI temperature control.
Comput. Chem. Eng., June, 2023

2021
Control and soft sensing strategies for a wastewater treatment plant using a neuro-genetic approach.
Comput. Chem. Eng., 2021

2019
A geometric observer design for a semi-batch free-radical polymerization system.
Comput. Chem. Eng., 2019

2017
A Gain-Scheduling PI Control Based on Neural Networks.
Complex., 2017

2016
Soft-sensing estimation of plant effluent concentrations in a biological wastewater treatment plant using an optimal neural network.
Expert Syst. Appl., 2016

2014
A qualitative comparison between population balances and stochastic models for non-isothermal antisolvent crystallization processes.
Comput. Chem. Eng., 2014

2011
A stochastic approach for the prediction of PSD in crystallization processes: Analytical solution for the asymptotic behavior and parameter estimation.
Comput. Chem. Eng., 2011

2010
On the topological modeling and analysis of industrial process data using the SOM.
Comput. Chem. Eng., 2010

2009
A SOM-based approach to estimating product properties from spectroscopic measurements.
Neurocomputing, 2009

2003
Reconstruction of chaotic time series by neural models: a case study.
Neurocomputing, 2003

River flow forecast for reservoir management through neural networks.
Neurocomputing, 2003

2002
Monitoring pollutant emissions in a 4.8 MW power plant through neural network.
Neurocomputing, 2002

2000
Automated Recurrent Neural Network Design to Model the Dynamics of Complex Systems.
Neural Comput. Appl., 2000

1997
A feedforward control strategy for distillation columns.
Artif. Intell. Eng., 1997


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