| On-line conformalized neural networks ensembles for probabilistic forecasting of day-ahead electricity prices A Brusaferri, A Ballarino, L Grossi, F Laurini arXiv preprint arXiv:2404.02722, 2024 | | 2024 |
| Dynamic hoist scheduling for multi-recipe and multi-stage production lines: A logical framework D Ramin, D Fraizzoli, A Ballarino, A Brusaferri Computers & Industrial Engineering 182, 109360, 2023 | | 2023 |
| Model Predictive Control in Discrete Manufacturing Shopfloors A Brusaferri, G Pallucca, FA Cavadini, G Montalbano, D Piga The Digital Shopfloor-Industrial Automation in the Industry 4.0 Era, 199-242, 2022 | | 2022 |
| Uncertainty in predictive process monitoring P Portolani, A Brusaferri, A Ballarino, M Matteucci International Conference on Information Processing and Management of …, 2022 | 3 | 2022 |
| Probabilistic electric load forecasting through Bayesian mixture density networks A Brusaferri, M Matteucci, S Spinelli, A Vitali Applied Energy 309, 118341, 2022 | 32 | 2022 |
| Machine learning for optimization of energy intensive industrial processes A Brusaferri | | 2021 |
| 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 |
| Estimation of switched markov polynomial narx models A Brusaferri, M Matteucci, S Spinelli arXiv preprint arXiv:2009.14073, 2020 | 4 | 2020 |
| Identification of probability weighted ARX models with arbitrary domains A Brusaferri, M Matteucci, S Spinelli arXiv preprint arXiv:2009.13975, 2020 | 1 | 2020 |
| Extracting finite state representations from recurrent models of Industrial Cyber Physical Systems A Brusaferri, M Matteucci, S Spinelli, A Vitali 2020 7th International Conference on Control, Decision and Information …, 2020 | | 2020 |
| A Unified PSO-based method for multi-hoist scheduling in advanced Galvanic plants D Ramin, E Leo, L Nicolosi, S Spinelli, A Brusaferri 2020 7th International Conference on Control, Decision and Information …, 2020 | 2 | 2020 |
| Hybrid system identification using a mixture of NARX experts with LASSO-based feature selection A Brusaferri, M Matteucci, P Portolani, S Spinelli, A Vitali 2020 7th International Conference on Control, Decision and Information …, 2020 | 5 | 2020 |
| A new modeling approach to include EAF flexibility in the energy-aware scheduling of steelmaking process D Fraizzoli, D Ramin, A Brusaferri 2020 7th International Conference on Control, Decision and Information …, 2020 | 5 | 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 |
| A Unified PSO-based method for scheduling of multi-hoists in advanced Galvanic plants D Ramin, E Leo, L Nicolosi, S Spinelli, A Brusaferri Proceedings of the 7th IEEE International Conference on Control, Decision …, 2020 | | 2020 |
| 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 |
| 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 |
| Fostering the creation of a digital ecosystem by a distributed IEC-61499 based automation platform A Barni, A Brusaferri, FA Cavadini, G Landolfi, S Patil, D Piga, S Spinelli, ... 2019 IEEE 17th International Conference on Industrial Informatics (INDIN) 1 …, 2019 | 3 | 2019 |
| 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 |
