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PhD Student
Adjunct Professor

+39 0110904553 / 4553 (DENERG)

Most recent publications

Pinto, G.; Wang, Z.; Roy, A.; Hong, T.; Capozzoli, A. (2022)
Transfer learning for smart buildings: A critical review of algorithms, applications, and future perspectives. In: ADVANCES IN APPLIED ENERGY, vol. 5. ISSN 2666-7924 Download fulltext
Pinto, G.; Kathirgamanathan, A.; Mangina, E.; Finn, D. P.; Capozzoli, A. (2022)
Enhancing energy management in grid-interactive buildings: A comparison among cooperative and coordinated architectures. In: APPLIED ENERGY, vol. 310. ISSN 0306-2619 Download fulltext
Pinto, G.; Deltetto, D.; Capozzoli, A. (2021)
Data-driven district energy management with surrogate models and deep reinforcement learning. In: APPLIED ENERGY, vol. 304. ISSN 0306-2619
Lerede, Daniele; Pinto, Giuseppe; Saccone, Mirko; Bustreo, Chiara; Capozzoli, Alfonso; ... (2021)
Application of a Stochastic Multicriteria Acceptability Analysis to support decision-making within a macro-scale energy model: case study of the electrification of the road European transport sector. In: ENERGY, vol. 236. ISSN 0360-5442
Deltetto, D.; Coraci, D.; Pinto, G.; Piscitelli, M. S.; Capozzoli, A. (2021)
Exploring the potentialities of deep reinforcement learning for incentive-based demand response in a cluster of small commercial buildings. In: ENERGIES, vol. 14. ISSN 1996-1073 Download fulltext
Pinto, G.; Piscitelli, M. S.; Vazquez-Canteli, J. R.; Nagy, Z.; Capozzoli, A. (2021)
Coordinated energy management for a cluster of buildings through deep reinforcement learning. In: ENERGY, vol. 229. ISSN 0360-5442
Pinto, G.; Capozzoli, A.; Piscitelli, M. S.; Savoldi, L. (2020)
The impact of stakeholder preferences in multicriteria evaluation for the retrofitting of office buildings in Italy. In: 11th International Conference on Sustainability and Energy in Buildings, SEB 2019, Budapest (HUN), 4th -5th July 2019, pp. 581-591. ISSN 2190-3018. ISBN: 978-981-32-9867-5 Download fulltext
Pinto, G.; Abdollahi, E; Capozzoli, A.; Savoldi, L.; Lahdelma, R. (2019)
Optimization and Multicriteria Evaluation of Carbon-neutral Technologies for District Heating. In: ENERGIES, vol. 12. ISSN 1996-1073 Download fulltext
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