Alessandro Brusaferri

According to our database, Alessandro Brusaferri authored at least 30 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

NBMLSS: probabilistic forecasting of electricity prices via Neural Basis Models for Location Scale and Shape.

Alessandro Brusaferri, Danial Ramin, Andrea Ballarino

CoRR, 2024

On-line conformalized neural networks ensembles for probabilistic forecasting of day-ahead electricity prices.

Alessandro Brusaferri, Andrea Ballarino, Luigi Grossi, Fabrizio Laurini

CoRR, 2024

2023

Dynamic hoist scheduling for multi-recipe and multi-stage production lines: A logical framework.

Danial Ramin, Damiano Fraizzoli, Andrea Ballarino, Alessandro Brusaferri

Comput. Ind. Eng., August, 2023

Demand-side management via optimal production scheduling in power-intensive industries: The case of metal casting process.

Danial Ramin, Stefano Spinelli, Alessandro Brusaferri

CoRR, 2023

2022

Machine learning for optimization of energy intensive industrial processes.

Alessandro Brusaferri

PhD thesis, 2022

Uncertainty in Predictive Process Monitoring.

Pietro Portolani, Alessandro Brusaferri, Andrea Ballarino, Matteo Matteucci

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

2020

Probabilistic electric load forecasting through Bayesian Mixture Density Networks.

Alessandro Brusaferri, Matteo Matteucci, Stefano Spinelli, Andrea Vitali

CoRR, 2020

Estimation of Switched Markov Polynomial NARX models.

Alessandro Brusaferri, Matteo Matteucci, Stefano Spinelli

CoRR, 2020

Identification of Probability weighted ARX models with arbitrary domains.

Alessandro Brusaferri, Matteo Matteucci, Stefano Spinelli

CoRR, 2020

Learning behavioral models by recurrent neural networks with discrete latent representations with application to a flexible industrial conveyor.

Alessandro Brusaferri, Matteo Matteucci, Stefano Spinelli, Andrea Vitali

Comput. Ind., 2020

A Unified PSO-based method for multi-hoist scheduling in advanced Galvanic plants.

Danial Ramin, Egidio Leo, Leonardo Nicolosi, Stefano Spinelli, Alessandro Brusaferri

Proceedings of the 7th International Conference on Control, 2020

A new modeling approach to include EAF flexibility in the energy-aware scheduling of steelmaking process.

Damiano Fraizzoli, Danial Ramin, Alessandro Brusaferri

Proceedings of the 7th International Conference on Control, 2020

Extracting finite state representations from recurrent models of Industrial Cyber Physical Systems.

Alessandro Brusaferri, Matteo Matteucci, Stefano Spinelli, Andrea Vitali

Proceedings of the 7th International Conference on Control, 2020

Probabilistic day-ahead energy price forecast by a Mixture Density Recurrent Neural Network.

Alessandro Brusaferri, Matteo Matteucci, Danial Ramin, Stefano Spinelli, Andrea Vitali

Proceedings of the 7th International Conference on Control, 2020

Hybrid system identification using a mixture of NARX experts with LASSO-based feature selection.

Alessandro Brusaferri, Matteo Matteucci, Pietro Portolani, Stefano Spinelli, Andrea Vitali

Proceedings of the 7th International Conference on Control, 2020

2019

Nonlinear system identification using a recurrent network in a Bayesian framework.

Alessandro Brusaferri, Matteo Matteucci, Pietro Portolani, Stefano Spinelli

Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Integrated automation system with PSO based scheduling for PCB remanufacturing plants.

Alessandro Brusaferri, Egidio Leo, Leonardo Nicolosi, Danial Ramin, Stefano Spinelli

Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Day ahead electricity price forecast by NARX model with LASSO based features selection.

Alessandro Brusaferri, Lorenzo Fagiano, Matteo Matteucci, Andrea Vitali

Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Fostering the creation of a Digital Ecosystem by a distributed IEC-61499 based automation platform.

Andrea Barni, Alessandro Brusaferri, Franco Antonio Cavadini, Giuseppe Landolfi, Sandeep Patil, Dario Piga, Stefano Spinelli, Valeriy Vyatkin

Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

2018

A distributed control architecture for a reconfigurable manufacturing plant.

Stefano Spinelli, Andrea Cataldo, Giacomo Pallucca, Alessandro Brusaferri

Proceedings of the IEEE Industrial Cyber-Physical Systems, 2018

2017

The CPS and LCA Modelling: An Integrated Approach in the Environmental Sustainability Perspective.

Andrea Ballarino, Carlo Brondi, Alessandro Brusaferri, Guido Chizzoli

Proceedings of the Collaboration in a Data-Rich World, 2017

2014

A novel toolbox for advanced particle swarm optimization based industrial applications.

Leonardo Nicolosi, Alessandro Brusaferri, Andrea Ballarino

Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

CPS-based hierarchical and self-similar automation architecture for the control and verification of reconfigurable manufacturing systems.

Alessandro Brusaferri, Andrea Ballarino, Franco Antonio Cavadini, Diego Manzocchi, Mauro Mazzolini

Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

System-level performance of an automation solution based on industry standards.

Andrea Ballarino, Alessandro Brusaferri, Marco Cereia, Ivan Cibrario Bertolotti, Luca Durante, Tingting Hu, Egidio Leo, Leonardo Nicolosi, Lucia Seno, Stefano Spinelli, Federico Tramarin, Adriano Valenzano, Stefano Vitturi

Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

2013

Integrated software platform for advanced design and optimization of industrial manufacturing control system.

Franco Antonio Cavadini, Diego Manzocchi, Mauro Mazzolini, Alessandro Brusaferri

Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

2010

Distributed Intelligent Automation Solutions for Self-adaptive Manufacturing Plants.

Alessandro Brusaferri, Andrea Ballarino, Emanuele Carpanzano

Proceedings of the Balanced Automation Systems for Future Manufacturing Networks, 2010

Model-Checking based Verification approach for advanced Industrial Automation solutions.

Mauro Mazzolini, Alessandro Brusaferri, Emanuele Carpanzano

Proceedings of 15th IEEE International Conference on Emerging Technologies and Factory Automation, 2010

2009

Enabling Agile Manufacturing through Reconfigurable Control Solutions.

Alessandro Brusaferri, Andrea Ballarino, Emanuele Carpanzano

Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2009

2007

RTAI-based execution environments for function block based control applications.

George S. Doukas, Alessandro Brusaferri, Marco Colla, Kleanthis Thramboulidis

Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2007

2006

Applying the IEC-61499 Model to the Shoe Manufacturing Sector.

Marco Colla, Alessandro Brusaferri, Emanuele Carpanzano

Proceedings of 11th IEEE International Conference on Emerging Technologies and Factory Automation, 2006