Sfoglia per Autore
Data fusion of Raman spectra in MSPC for fault detection and diagnosis in pharmaceutical manufacturing
2024 Jul-Jørgensen, I.; Facco, P.; Gernaey, K. V.; Barolo, M.; Hundahl, C. A.
Hybrid modeling of a biorefinery separation process to monitor short-term and long-term membrane fouling
2024 Arnese Feffin, E.; Facco, P.; Turati, D.; Bezzo, F.; Barolo, M.
On the use of machine learning to generate in-silico data for batch process monitoring under small-data scenarios
2024 Gasparini, L.; Benedetti, A.; Marchese, G.; Gallagher, C.; Facco, P.; Barolo, M.
Troubleshooting high-pressure issues in an industrial biorefinery process by feature-oriented modeling
2023 Arnese-Feffin, Elia; Facco, Pierantonio; Turati, Daniele; Bezzo, Fabrizio; Barolo, Massimiliano
Optimal Indicator-Variable Approach for Trajectory Synchronization in Uneven-Length Multiphase Batch Processes
2023 Sartori, F; Facco, P; Zuecco, F; Bezzo, F; Barolo, M
Data-driven tools for the optimization of a pharmaceutical process through its knowledge-driven model
2023 Castaldello, C.; Facco, P.; Bezzo, F.; Georgakis, C.; Barolo, M.
Reducing the experimental effort to design pharmaceutical tablet lubrication by model-based design of experiments
2022 Cenci, F.; Bano, G.; Christodoulou, C.; Vueva, Y.; Zomer, S.; Barolo, M.; Bezzo, F.; Facco, P.
Data Analytics Can Help Reduce Energy Consumption in the Industrial Manufacturing of Specialty Chemicals
2022 Sartori, F.; Zuecco, F.; Facco, P.; Bezzo, F.; Barolo, M.
Digital design of new products: accounting for output correlation via a novel algebraic formulation of the latent-variable model inversion problem
2022 Arnese Feffin, E; Facco, P; Bezzo, F; Barolo, M
Streamlining tablet lubrication design via model-based design of experiments
2022 Cenci, Francesca; Bano, Gabriele; Christodoulou, Charalampos; Vueva, Yuliya; Zomer, Simeone; Barolo, Massimiliano; Bezzo, Fabrizio; Facco, Pierantonio
Feature Selection and Molecular Classification of Cancer Phenotypes: A Comparative Study
2022 Zanella, Luca; Facco, Pierantonio; Bezzo, Fabrizio; Cimetta, Elisa
Data Augmentation to Support Biopharmaceutical Process Development through Digital Models-A Proof of Concept
2022 Botton, A; Barberi, G; Facco, P
Integrating metabolome dynamics and process data to guide cell line selection in biopharmaceutical process development
2022 Barberi, Gianmarco; Benedetti, Antonio; Diaz-Fernandez, Paloma; Sévin, Daniel C; Vappiani, Johanna; Finka, Gary; Bezzo, Fabrizio; Barolo, Massimiliano; Facco, Pierantonio
Promoting the preservation of strawberry by supercritical CO2 drying
2022 Zambon, Alessandro; Facco, Pierantonio; Morbiato, Gianluca; Toffoletto, Marta; Poloniato, Gabriele; Sut, Stefania; Andrigo, Pietro; Dall'Acqua, Stefano; de Bernard, Marina; Spilimbergo, Sara
Optimization of the Appearance Quality in CO2 Processed Ready-to-Eat Carrots through Image Analysis
2021 Barberi, Gianmarco; González-Alonso, Víctor; Spilimbergo, Sara; Barolo, Massimiliano; Zambon, Alessandro; Facco, Pierantonio
Backstepping methodology to troubleshoot plant-wide batch processes in data-rich industrial environments
2021 Zuecco, F.; Cicciotti, M.; Facco, P.; Bezzo, F.; Barolo, M.
Microalgae monitoring in microscale photobioreactors via multivariate image analysis
2021 Castaldello, Christopher; Gubert, Alessio; Sforza, Eleonora; Facco, Pierantonio; Bezzo, Fabrizio
Anticipated cell lines selection in bioprocess scale-up through machine learning on metabolomics dynamics
2021 Barberi, Gianmarco; Benedetti, Antonio; Diaz-Fernandez, Paloma; Finka, Gary; Bezzo, Fabrizio; Barolo, Massimiliano; Facco, Pierantonio
Improved formulation of the latent variable model inversion–based optimization problem for quality by design applications
2020 Palaci-Lopez, D.; Villalba, P.; Facco, P.; Barolo, M.; Ferrer, A.
Troubleshooting an Industrial Batch Process for the Manufacturing of Specialty Chemicals using Data Analytics
2020 Zuecco, F.; Facco, P.; Hoeser, S. R.; Fogli, M. R.; Cicciotti, M.; Bezzo, F.; Barolo, M.
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