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Stefano Spinelli
Stefano Spinelli
Researcher, Consiglio Nazionale delle Ricerche (CNR) - STIIMA
Verified email at stiima.cnr.it - Homepage
Title
Cited by
Cited by
Year
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
792018
Probabilistic electric load forecasting through Bayesian mixture density networks
A Brusaferri, M Matteucci, S Spinelli, A Vitali
Applied Energy 309, 118341, 2022
332022
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
202019
Multi‐rate model predictive control algorithm for systems with fast‐slow dynamics
X Zhang, M Farina, S Spinelli, R Scattolini
IET Control Theory & Applications 12 (18), 2468-2477, 2018
172018
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
142018
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
102020
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
102020
Integrated automation system with PSO based scheduling for PCB remanufacturing plants
A Brusaferri, E Leo, L Nicolosi, D Ramin, S Spinelli
Industrial Informatics (INDIN), 990-995, 2019
72019
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
62020
A hierarchical architecture for the coordination of an ensemble of steam generators
S Spinelli, E Longoni, M Farina, F Petzke, S Streif, A Ballarino
IFAC-PapersOnLine 53 (2), 11557-11562, 2020
62020
An optimal hierarchical control scheme for smart generation units: an application to combined steam and electricity generation
S Spinelli, M Farina, A Ballarino
Journal of Process Control 94, 58-74, 2020
52020
An optimal control of start-up for nonlinear fire-tube boilers with thermal stress constraints
S Spinelli, M Farina, A Ballarino
2019 18th European Control Conference (ECC), 2362-2367, 2019
52019
A hierarchical optimization-based scheme for combined Fire-tube Boiler/CHP generation units
S Spinelli, M Farina, A Ballarino
2018 European Control Conference (ECC), 416-421, 2018
52018
Estimation of switched markov polynomial narx models
A Brusaferri, M Matteucci, S Spinelli
arXiv preprint arXiv:2009.14073, 2020
42020
A hierarchical architecture for optimal unit commitment and control of an ensemble of steam generators
S Spinelli, M Farina, A Ballarino
IEEE Transactions on Control Systems Technology 30 (3), 1145-1158, 2021
32021
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
32019
Knowledge based modules for adaptive distributed control systems
A Ballarino, A Brusaferri, A Cesta, G Chizzoli, IC Bertolotti, L Durante, ...
Factories of the Future: The Italian Flagship Initiative, 83-108, 2019
32019
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
22020
Optimization and control of smart thermal-energy grids
S Spinelli
Politecnico di Milano, 2020
22020
System-level performance of an automation solution based on industry standards
A Ballarino, A Brusaferri, M Cereia, IC Bertolotti, L Durante, T Hu, E Leo, ...
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation†…, 2014
22014
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