SPINELLI, STEFANO
SPINELLI, STEFANO
Istituto di Sistemi e Tecnologie Industriali Intelligenti per il Manifatturiero Avanzato - STIIMA (ex ITIA)
D6.8 Energy and LCA methodology and standardization
2025 Margheri, A.; Brondi, C.; Yeremieiev, P.; Devriendt, H.; Ballarino, A.; Spinelli, S.
A Compressed Air Network Energy-Efficient Hierarchical Unit Commitment and Control
2023 Ravasio, Daniele; Tuissi, Lorenzo; Spinelli, Stefano; Ballarino, Andrea
D5.3 Energy-aware planning and scheduling tool
2023 Ramin, D.; Boffadossi, R.; Leonesio, M.; Ravasio, D.; Tuissi, L.; Spinelli, S.
D5.4 Smart-Thermal Energy Grid tool
2023 Ravasio, D.; Tuissi, L.; Spinelli, S.
Neural Network Modeling of the Refining Motor Load for Medium-Density Fibreboard Production
2023 Tuissi, Lorenzo; Ravasio, Daniele; Spinelli, Stefano; Ballarino, Andrea
Optimal Management and Control of Smart Thermal-Energy Grids
2022 Spinelli, Stefano
Probabilistic electric load forecasting through Bayesian Mixture Density Networks
2022 Brusaferri, Alessandro; Matteucci, Matteo; Spinelli, Stefano; Vitali, Andrea
A Hierarchical Architecture for Optimal Unit Commitment and Control of an Ensemble of Steam Generators
2021 Spinelli, Stefano; Farina, Marcello; Ballarino, Andrea
A Hierarchical Architecture for the Coordination of an Ensemble of Steam Generators
2020 Spinelli, S; Longoni, E; Farina, M; Petzke, F; Streif, S; Ballarino, A
A Unified PSO-based method for scheduling of multi-hoists in advanced Galvanic plants
2020 Ramin, D; Leo, E; Nicolosi, L; Spinelli, S; Brusaferri, A
An optimal hierarchical control scheme for smart generation units: an application to combined steam and electricity generation
2020 Spinelli, Stefano; Farina, Marcello; Ballarino, Andrea
Extracting finite state representations from recurrent models of Industrial Cyber Physical Systems
2020 Brusaferri, A; Matteucci, M; Spinelli, S; Vitali, A
Hybrid system identification using a mixture of NARX experts with LASSO-based feature selection
2020 Brusaferri, A; Matteucci, M; Portolani, P; Spinelli, S; Vitali, A
Learning behavioral models by recurrent neural networks with discrete latent representations with application to a flexible industrial conveyor
2020 Brusaferri, A; Matteucci, M; Spinelli, S; Vitali, A
Probabilistic day-ahead energy price forecast by a Mixture Density Recurrent Neural Network
2020 Brusaferri, A; Matteucci, M; Ramin, D; Spinelli, S; Vitali, A
An optimal control of start-up for nonlinear fire-tube boilers with thermal stress constraints
2019 Spinelli, Stefano; Farina, Marcello; Ballarino, Andrea
D5.4 Implementation of the Optimal Control Solver and platform integration
2019 Spinelli, Stefano; Tassi, Francesco; Brusaferri ITIACNR Dario Piga SUPSI, Alessandro
D7.5 Daedalus proof-of-concept showcases: Showcase-5 plant-level testbed
2019 Spinelli, Stefano; Brusaferri, Alessandro; Grimaldi (SYNESIS), Andrea; Mazzola (TTS), Stefano
D8.4 Experimental demonstration of effectiveness of Optimal Control Design SDK
2019 Spinelli, Stefano; Tassi, Francesco; A Cavadini SYNESIS, Alessandro Brusaferri ITIACNR Franco
Fostering sustainable industrial consumption patterns by real-time energy-aware optimization
2019 Ramin, Danial; Spinelli, Stefano; Brusaferri, Alessandro