ALFONSO CAPOZZOLI

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Associate Professor

Componente Comitato Esecutivo della Scuola di Master e Formazione Permanente (Specialising Master’s Programmes and Lifelong Learning School)
Componente Commissione Strategie per le Tecnologie dell'Informazione
Componente Consiglio Scuola Master (Specialising Master’s Programmes and Lifelong Learning School)

+39 0110904413 / 4413 (DENERG)

Most recent publications

Brandi, S.; Coraci, D.; Borello, D.; Capozzoli, A. (2022)
Energy Management of a Residential Heating System Through Deep Reinforcement Learning. In: 13th KES International Conference on Sustainability and Energy in Buildings, SEB 2021, 2021, pp. 329-339. ISSN 2190-3018. ISBN: 978-981-16-6268-3
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
Isaia, F.; Fiorentini, M.; Serra, V.; Capozzoli, A. (2021)
Enhancing energy efficiency and comfort in buildings through model predictive control for dynamic façades with electrochromic glazing. In: JOURNAL OF BUILDING ENGINEERING, vol. 43. ISSN 2352-7102
Coraci, D.; Brandi, S.; Piscitelli, M. S.; Capozzoli, A. (2021)
Online implementation of a soft actor-critic agent to enhance indoor temperature control and energy efficiency in buildings. In: ENERGIES, vol. 14. ISSN 1996-1073 Download fulltext
Chiosa, R.; Piscitelli, M. S.; Capozzoli, A. (2021)
A data analytics-based energy information system (EIS) tool to perform meter-level anomaly detection and diagnosis in buildings. In: ENERGIES, vol. 14. ISSN 1996-1073 Download fulltext
Cerquitelli, T.; Corso, E. D.; Proto, S.; Bethaz, P.; Mazzarelli, D.; Capozzoli, A.; ... (2020)
A data-driven energy platform: from energy performance certificates to human-readable knowledge through dynamic high-resolution geospatial maps. In: ELECTRONICS, vol. 9, pp. 1-26. ISSN 2079-9292 Download fulltext
Garcia Navarro, Alberto Manuel; Capozzoli, Alfonso; Rocca, Vera; Romagnoli, Raffaele (2020)
A glance about the Big Data Analytics in the Oil&Gas industry. In: GEAM. GEOINGEGNERIA AMBIENTALE E MINERARIA, vol. 2, pp. 36-43. ISSN 1121-9041 Download fulltext
Piscitelli, M. S.; Mazzarelli, D. M.; Capozzoli, A. (2020)
Enhancing operational performance of AHUs through an advanced fault detection and diagnosis process based on temporal association and decision rules. In: ENERGY AND BUILDINGS, vol. 226. ISSN 0378-7788
Brandi, S.; Piscitelli, M. S.; Martellacci, M.; Capozzoli, A. (2020)
Deep reinforcement learning to optimise indoor temperature control and heating energy consumption in buildings. In: ENERGY AND BUILDINGS, vol. 224. ISSN 0378-7788
Piscitelli, M. S.; Brandi, S.; Capozzoli, A.; Xiao, F. (2020)
A data analytics-based tool for the detection and diagnosis of anomalous daily energy patterns in buildings. In: BUILDING SIMULATION. ISSN 1996-3599 Download fulltext
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
Cerquitelli, T.; Di Corso, E.; Proto, S.; Capozzoli, A.; Mazzarelli, D.; Nasso, A.; ... (2019)
Visualising high-resolution energy maps through the exploratory analysis of energy performance certificates. In: 2nd International Conference on Smart Energy Systems and Technologies, SEST 2019, Porto (Portugal), 2019, pp. 1-6. ISBN: 978-1-7281-1156-8
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