Andrea Ballarino

28 papers C 5Journal 15Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Physics-informed structured learning of a class of recurrent neural networks with guaranteed properties. CoRR Daniele Ravasio, Claudia Sbardi, Marcello Farina, Andrea Ballarino
2025	J	`jnl`	Development of a velocity form for a class of RNNs, with application to offset-free nonlinear MPC design. CoRR Daniele Ravasio, Bestem Abdulaziz, Marcello Farina, Andrea Ballarino
2025	J	`jnl`	From Distributional to Quantile Neural Basis Models: the case of Electricity Price Forecasting. CoRR Alessandro Brusaferri, Danial Ramin, Andrea Ballarino
2025	J	`jnl`	Km-scale dynamical downscaling through conformalized latent diffusion models. CoRR Alessandro Brusaferri, Andrea Ballarino
2025	J	`jnl`	Recurrent neural network-based robust control systems with closed-loop regional incremental ISS and application to MPC design. CoRR Daniele Ravasio, Marcello Farina, Alessio La Bella, Andrea Ballarino
2024	J	`jnl`	LMI-Based Design of a Robust Model Predictive Controller for a Class of Recurrent Neural Networks With Guaranteed Properties. IEEE Control. Syst. Lett. Daniele Ravasio, Marcello Farina, Andrea Ballarino
2024	J	`jnl`	NBMLSS: probabilistic forecasting of electricity prices via Neural Basis Models for Location Scale and Shape. CoRR Alessandro Brusaferri, Danial Ramin, Andrea Ballarino
2024	J	`jnl`	On-line conformalized neural networks ensembles for probabilistic forecasting of day-ahead electricity prices. CoRR Alessandro Brusaferri, Andrea Ballarino, Luigi Grossi, Fabrizio Laurini
2023	—	`conf`	A Compressed Air Network Energy-Efficient Hierarchical Unit Commitment and Control. ICCAE Daniele Ravasio, Lorenzo Tuissi, Stefano Spinelli, Andrea Ballarino
2023	J	`jnl`	A Hierarchical Architecture for Optimal Unit Commitment and Control of an Ensemble of Steam Generators. CoRR Stefano Spinelli, Marcello Farina, Andrea Ballarino
2023	—	`conf`	A Novel Decision Mining Method Considering Multiple Model Paths. BPMDS/EMMSAD@CAiSE Pietro Portolani, Diego Savoia, Andrea Ballarino, Matteo Matteucci
2023	J	`jnl`	An optimal hierarchical control scheme for smart generation units: an application to combined steam and electricity generation. CoRR Stefano Spinelli, Marcello Farina, Andrea Ballarino
2023	J	`jnl`	Dynamic hoist scheduling for multi-recipe and multi-stage production lines: A logical framework. Comput. Ind. Eng. Danial Ramin, Damiano Fraizzoli, Andrea Ballarino, Alessandro Brusaferri
2023	—	`conf`	Neural Network Modeling of the Refining Motor Load for Medium-Density Fibreboard Production. ICCAE Lorenzo Tuissi, Daniele Ravasio, Stefano Spinelli, Andrea Ballarino
2022	J	`jnl`	A Hierarchical Architecture for Optimal Unit Commitment and Control of an Ensemble of Steam Generators. IEEE Trans. Control. Syst. Technol. Stefano Spinelli, Marcello Farina, Andrea Ballarino
2022	—	`conf`	Uncertainty in Predictive Process Monitoring. IPMU (2) Pietro Portolani, Alessandro Brusaferri, Andrea Ballarino, Matteo Matteucci
2020	J	`jnl`	A Hierarchical Architecture for the Coordination of an Ensemble of Steam Generators. CoRR Stefano Spinelli, Elia Longoni, Marcello Farina, Felix Petzke, Stefan Streif, Andrea Ballarino
2019	—	`conf`	An optimal control of start-up for nonlinear fire-tube boilers with thermal stress constraints. ECC Stefano Spinelli, Marcello Farina, Andrea Ballarino
2018	—	`conf`	A hierarchical optimization-based scheme for combined Fire-tube Boiler/CHP generation units. ECC Stefano Spinelli, Marcello Farina, Andrea Ballarino
2017	J	`jnl`	New technologies for customizing products for people with special necessities: project FASHION-ABLE. Int. J. Comput. Integr. Manuf. Juan Vicente Durá-Gil, Alfredo Ballester, Marco Cavallaro, Andrea Chiodi, Andrea Ballarino, Carlo Brondi, Volkmar von Arnim, Dieter Stellmach
2017	C	`conf`	The CPS and LCA Modelling: An Integrated Approach in the Environmental Sustainability Perspective. PRO-VE Andrea Ballarino, Carlo Brondi, Alessandro Brusaferri, Guido Chizzoli
2014	C	`conf`	A novel toolbox for advanced particle swarm optimization based industrial applications. ETFA Leonardo Nicolosi, Alessandro Brusaferri, Andrea Ballarino
2014	C	`conf`	CPS-based hierarchical and self-similar automation architecture for the control and verification of reconfigurable manufacturing systems. ETFA Alessandro Brusaferri, Andrea Ballarino, Franco Antonio Cavadini, Diego Manzocchi, Mauro Mazzolini
2014	C	`conf`	System-level performance of an automation solution based on industry standards. ETFA 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
2010	—	`conf`	Distributed Intelligent Automation Solutions for Self-adaptive Manufacturing Plants. BASYS Alessandro Brusaferri, Andrea Ballarino, Emanuele Carpanzano
2009	C	`conf`	Enabling Agile Manufacturing through Reconfigurable Control Solutions. ETFA Alessandro Brusaferri, Andrea Ballarino, Emanuele Carpanzano
2008	—	`conf`	Collaborative Networked Enterprises: A Pilot Case in the Footwear Value Chain. BASYS Emanuele Carpanzano, Andrea Ballarino
2007	J	`jnl`	The ITIA-CNR Customized Shoe Production Service. ERCIM News Andrea Chiodi, Fabrizio Silva, Andrea Ballarino