Bayesian deep learning based method for probabilistic forecast of day-ahead electricity prices A Brusaferri, M Matteucci, P Portolani, A Vitali Applied Energy 250, 1158-1175, 2019 | 107 | 2019 |
Demand-side management via optimal production scheduling in power-intensive industries: The case of metal casting process D Ramin, S Spinelli, A Brusaferri Applied Energy 225, 622-636, 2018 | 74 | 2018 |
Applying the IEC-61499 model to the shoe manufacturing sector M Colla, A Brusaferri, E Carpanzano 2006 IEEE Conference on Emerging Technologies and Factory Automation, 1301-1308, 2006 | 41 | 2006 |
CPS-based hierarchical and self-similar automation architecture for the control and verification of reconfigurable manufacturing systems A Brusaferri, A Ballarino, FA Cavadini, D Manzocchi, M Mazzolini Proceedings of the 2014 IEEE Emerging Technology and Factory Automation …, 2014 | 35 | 2014 |
Probabilistic electric load forecasting through Bayesian mixture density networks A Brusaferri, M Matteucci, S Spinelli, A Vitali Applied Energy 309, 118341, 2022 | 33 | 2022 |
Model-checking based verification approach for advanced industrial automation solutions M Mazzolini, A Brusaferri, E Carpanzano 2010 IEEE 15th Conference on Emerging Technologies & Factory Automation …, 2010 | 29 | 2010 |
Reconfigurable knowledge-based control solutions for responsive manufacturing systems A Brusaferri, A Ballarino, E Carpanzano Studies in informatics and control 20 (1), 31-42, 2011 | 24 | 2011 |
Nonlinear system identification using a recurrent network in a Bayesian framework A Brusaferri, M Matteucci, P Portolani, S Spinelli 2019 IEEE 17th international conference on industrial informatics (INDIN) 1 …, 2019 | 20 | 2019 |
Enabling agile manufacturing through reconfigurable control solutions A Brusaferri, A Ballarino, E Carpanzano 2009 IEEE Conference on Emerging Technologies & Factory Automation, 1-8, 2009 | 17 | 2009 |
The CPS and LCA modelling: an integrated approach in the environmental sustainability perspective A Ballarino, C Brondi, A Brusaferri, G Chizzoli Collaboration in a Data-Rich World: 18th IFIP WG 5.5 Working Conference on …, 2017 | 16 | 2017 |
An integrated framework for model-based design and verification of discrete automation solutions M Mazzolini, A Brusaferri, E Carpanzano 2011 9th IEEE International Conference on Industrial Informatics, 545-550, 2011 | 15 | 2011 |
A distributed control architecture for a reconfigurable manufacturing plant S Spinelli, A Cataldo, G Pallucca, A Brusaferri 2018 IEEE Industrial Cyber-Physical Systems (ICPS), 673-678, 2018 | 14 | 2018 |
Integrated technological solutions for zero waste recycling of printed circuit boards (PCBs) G Copani, M Colledani, A Brusaferri, A Pievatolo, E Amendola, M Avella, ... Factories of the Future: The Italian Flagship Initiative, 149-169, 2019 | 13 | 2019 |
Distributed intelligent automation solutions for self-adaptive manufacturing plants A Brusaferri, A Ballarino, E Carpanzano Balanced Automation Systems for Future Manufacturing Networks: 9th IFIP WG 5 …, 2010 | 12 | 2010 |
RI-MACS: An innovative approach for future automation systems R Checcozzo, F Rusina, L Mangeruca, A Ballarino, C Abadie, A Brusaferri, ... International Journal of Mechatronics and Manufacturing Systems 2 (3), 242-264, 2009 | 11 | 2009 |
Learning behavioral models by recurrent neural networks with discrete latent representations with application to a flexible industrial conveyor A Brusaferri, M Matteucci, S Spinelli, A Vitali Computers in Industry 122, 103263, 2020 | 10 | 2020 |
Probabilistic day-ahead energy price forecast by a Mixture Density Recurrent Neural Network A Brusaferri, M Matteucci, D Ramin, S Spinelli, A Vitali 2020 7th International Conference on Control, Decision and Information …, 2020 | 9 | 2020 |
Day ahead electricity price forecast by narx model with lasso based features selection A Brusaferri, L Fagiano, M Matteucci, A Vitali 2019 IEEE 17th International Conference on Industrial Informatics (INDIN) 1 …, 2019 | 9 | 2019 |
Integrated automation system with PSO based scheduling for PCB remanufacturing plants A Brusaferri, E Leo, L Nicolosi, D Ramin, S Spinelli 2019 IEEE 17th International Conference on Industrial Informatics (INDIN) 1 …, 2019 | 7 | 2019 |
Application of LCA for the short-term management of electricity consumption C Brondi, S Cornago, D Piloni, A Brusaferri, A Ballarino Life Cycle Assessment of Energy Systems and Sustainable Energy Technologies …, 2019 | 6 | 2019 |