Lorenzo Nespoli

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 17

Top Topics

Service Provision

Concave Convex Procedure

Top Venues

Comput. Sci. Res. Dev.

J. Mach. Learn. Res.

Publications

Lorenzo Nespoli, Vasco Medici
Residential flexibility characterization and control using global forecasting models. CoRR (2023)
Charitha Buddhika Heendeniya, Lorenzo Nespoli, Marco Belliardi, Vasco Medici
Exploring trade-offs in public bus electrification under stochastic conditions. Energy Inform. 6 (1) (2023)
Nina Wiedemann, Yanan Xin, Vasco Medici, Lorenzo Nespoli, Esra Suel, Martin Raubal
Vehicle-to-grid for car sharing - A simulation study for 2030. CoRR (2023)
Lorenzo Nespoli, Nina Wiedemann, Esra Suel, Yanan Xin, Martin Raubal, Vasco Medici
National-scale bi-directional EV fleet control for ancillary service provision. Energy Inform. 6 (1) (2023)
Lorenzo Nespoli, Vasco Medici
Multivariate Boosted Trees and Applications to Forecasting and Control. J. Mach. Learn. Res. 23 (2022)
Lorenzo Nespoli, Nina Wiedemann, Esra Suel, Yanan Xin, Martin Raubal, Vasco Medici
National-scale bi-directional EV fleet control for ancillary service provision. CoRR (2022)
Charitha Buddhika Heendeniya, Lorenzo Nespoli
A stochastic deep reinforcement learning agent for grid-friendly electric vehicle charging management. Energy Inform. 5 (2022)
Matteo Salani, Marco Derboni, Davide Rivola, Vasco Medici, Lorenzo Nespoli, Federico Rosato, Andrea Emilio Rizzoli
Non intrusive load monitoring for demand side management. Energy Inform. 3 (S1) (2020)
Dario Marvin, Lorenzo Nespoli, Davide Strepparava, Vasco Medici
A data-driven approach to the forecasting of ground-level ozone concentration. CoRR (2020)
Lorenzo Nespoli, Vasco Medici
Multivariate Boosted Trees and Applications to Forecasting and Control. CoRR (2020)
Lorenzo Nespoli, Vasco Medici, Kristijan Lopatichki, Fabrizio Sossan
Hierarchical Demand Forecasting Benchmark for the Distribution Grid. CoRR (2019)
Lorenzo Nespoli, Vasco Medici
Constrained hierarchical networked optimization for energy markets. ISGT Europe (2018)
Lorenzo Nespoli, Matteo Salani, Vasco Medici
A rational decentralized generalized Nash equilibrium seeking for energy markets. CoRR (2018)
Fabrizio Sossan, Lorenzo Nespoli, Vasco Medici, Mario Paolone
Unsupervised Disaggregation of Photovoltaic Production From Composite Power Flow Measurements of Heterogeneous Prosumers. IEEE Trans. Ind. Informatics 14 (9) (2018)
Lorenzo Nespoli, Vasco Medici
Constrained hierarchical networked optimization for energy markets. CoRR (2018)
Fabrizio Sossan, Lorenzo Nespoli, Vasco Medici, Mario Paolone
Unsupervised Disaggregation of PhotoVoltaic Production from Composite Power Flow Measurements of Heterogeneous Prosumers. CoRR (2017)
Lorenzo Nespoli, Alessandro Giusti, Nicola Vermes, Marco Derboni, Andrea Emilio Rizzoli, Luca Maria Gambardella, Vasco Medici
Distributed demand side management using electric boilers. Comput. Sci. Res. Dev. 32 (1-2) (2017)